annotate utils.py @ 7:b7ed0e483e4d draft default tip

planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
author goeckslab
date Sat, 22 Nov 2025 01:16:12 +0000
parents 183adfc24076
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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1 import base64
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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2 import json
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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3
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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4
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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5 def get_html_template():
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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6 return """
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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7 <html>
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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8 <head>
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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9 <title>Galaxy-Ludwig Report</title>
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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10 <style>
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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11 body {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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12 font-family: Arial, sans-serif;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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13 margin: 0;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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14 padding: 20px;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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15 background-color: #f4f4f4;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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16 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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17 .container {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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18 max-width: 800px;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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19 margin: auto;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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20 background: white;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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21 padding: 20px;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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22 box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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23 overflow-x: auto;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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24 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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25 h1 {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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26 text-align: center;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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27 color: #333;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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28 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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29 h2 {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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30 border-bottom: 2px solid #4CAF50;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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31 color: #4CAF50;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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32 padding-bottom: 5px;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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33 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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34 table {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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35 border-collapse: collapse;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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36 margin: 20px 0;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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37 width: 100%;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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38 table-layout: fixed; /* Enforces consistent column widths */
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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39 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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40 table, th, td {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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41 border: 1px solid #ddd;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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42 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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43 th, td {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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44 padding: 8px;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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45 text-align: center; /* Center-align text */
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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46 vertical-align: middle; /* Center-align content vertically */
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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47 word-wrap: break-word; /* Break long words to avoid overflow */
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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48 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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49 th:first-child, td:first-child {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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50 width: 5%; /* Smaller width for the first column */
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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51 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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52 th:nth-child(2), td:nth-child(2) {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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53 width: 50%; /* Wider for the metric/description column */
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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54 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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55 th:last-child, td:last-child {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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56 width: 25%; /* Value column gets remaining space */
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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57 }
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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58 th {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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59 background-color: #4CAF50;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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60 color: white;
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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61 }
7
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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62 /* feature importance layout tweaks */
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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63 table.feature-importance-table {
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
goeckslab
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64 table-layout: auto;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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65 }
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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66 table.feature-importance-table th,
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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67 table.feature-importance-table td {
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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68 white-space: nowrap;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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69 word-break: normal;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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70 }
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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71 /* sortable tables */
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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72 .sortable-table th.sortable {
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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73 cursor: pointer;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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74 position: relative;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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75 user-select: none;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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76 }
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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77 .sortable-table th.sortable::after {
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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78 content: '⇅';
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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79 position: absolute;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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80 right: 12px;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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81 top: 50%;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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82 transform: translateY(-50%);
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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83 font-size: 0.8em;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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84 color: #eaf5ea;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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85 text-shadow: 0 0 1px rgba(0,0,0,0.15);
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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86 }
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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87 .sortable-table th.sortable.sorted-none::after { content: '⇅'; color: #eaf5ea; }
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
goeckslab
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88 .sortable-table th.sortable.sorted-asc::after { content: '↑'; color: #ffffff; }
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
goeckslab
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89 .sortable-table th.sortable.sorted-desc::after { content: '↓'; color: #ffffff; }
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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90 .scroll-rows-30 {
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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91 max-height: 900px;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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92 overflow-y: auto;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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93 overflow-x: auto;
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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94 }
0
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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95 .plot {
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96 text-align: center;
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97 margin: 20px 0;
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98 }
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99 .plot img {
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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100 max-width: 100%;
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101 height: auto;
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102 }
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103 </style>
7
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104 <script>
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105 (function() {
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106 if (window.__sortableInit) return;
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107 window.__sortableInit = true;
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108
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109 function initSortableTables() {
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110 document.querySelectorAll('table.sortable-table tbody').forEach(tbody => {
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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111 Array.from(tbody.rows).forEach((row, i) => { row.dataset.originalOrder = i; });
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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112 });
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113
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114 const getText = td => (td?.innerText || '').trim();
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115 const cmp = (idx, asc) => (a, b) => {
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116 const v1 = getText(a.children[idx]);
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117 const v2 = getText(b.children[idx]);
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118 const n1 = parseFloat(v1), n2 = parseFloat(v2);
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119 if (!isNaN(n1) && !isNaN(n2)) return asc ? n1 - n2 : n2 - n1;
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120 return asc ? v1.localeCompare(v2) : v2.localeCompare(v1);
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121 };
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122
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123 document.querySelectorAll('table.sortable-table th.sortable').forEach(th => {
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124 th.classList.remove('sorted-asc','sorted-desc');
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125 th.classList.add('sorted-none');
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126
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127 th.addEventListener('click', () => {
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128 const table = th.closest('table');
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129 const headerRow = th.parentNode;
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130 const allTh = headerRow.querySelectorAll('th.sortable');
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131 const tbody = table.querySelector('tbody');
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132
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133 const isAsc = th.classList.contains('sorted-asc');
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134 const isDesc = th.classList.contains('sorted-desc');
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135
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136 allTh.forEach(x => x.classList.remove('sorted-asc','sorted-desc','sorted-none'));
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137
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138 let next;
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139 if (!isAsc && !isDesc) {
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140 next = 'asc';
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141 } else if (isAsc) {
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142 next = 'desc';
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143 } else {
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144 next = 'none';
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145 }
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146 th.classList.add('sorted-' + next);
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147
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148 const rows = Array.from(tbody.rows);
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149 if (next === 'none') {
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150 rows.sort((a, b) => (a.dataset.originalOrder - b.dataset.originalOrder));
b7ed0e483e4d planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8
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151 } else {
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152 const idx = Array.from(headerRow.children).indexOf(th);
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153 rows.sort(cmp(idx, next === 'asc'));
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154 }
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155 rows.forEach(r => tbody.appendChild(r));
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156 });
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157 });
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158 }
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159
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160 if (document.readyState === 'loading') {
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161 document.addEventListener('DOMContentLoaded', initSortableTables);
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162 } else {
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163 initSortableTables();
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164 }
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165 })();
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166 </script>
0
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167 </head>
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168 <body>
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169 <div class="container">
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170 """
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171
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172
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173 def get_html_closing():
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174 return """
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175 </div>
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176 </body>
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177 </html>
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178 """
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179
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180
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181 def encode_image_to_base64(image_path):
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182 """Convert an image file to a base64 encoded string."""
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183 with open(image_path, "rb") as img_file:
183adfc24076 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
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184 return base64.b64encode(img_file.read()).decode("utf-8")
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185
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186
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187 def json_to_nested_html_table(json_data, depth=0):
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188 """
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189 Convert JSON object to an HTML nested table.
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190
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191 Parameters:
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192 json_data (dict or list): The JSON data to convert.
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193 depth (int): Current depth level for indentation.
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194
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195 Returns:
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196 str: HTML string for the nested table.
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197 """
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198 # Base case: if JSON is a simple key-value pair dictionary
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199 if isinstance(json_data, dict) and all(
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200 not isinstance(v, (dict, list)) for v in json_data.values()
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201 ):
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202 # Render a flat table
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203 rows = [
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204 f"<tr><th>{key}</th><td>{value}</td></tr>"
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205 for key, value in json_data.items()
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206 ]
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207 return f"<table>{''.join(rows)}</table>"
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208
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209 # Base case: if JSON is a list of simple values
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210 if isinstance(json_data, list) and all(
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211 not isinstance(v, (dict, list)) for v in json_data
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212 ):
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213 rows = [
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214 f"<tr><th>Index {i}</th><td>{value}</td></tr>"
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215 for i, value in enumerate(json_data)
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216 ]
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217 return f"<table>{''.join(rows)}</table>"
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218
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219 # Recursive case: if JSON contains nested structures
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220 if isinstance(json_data, dict):
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221 rows = [
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222 f"<tr><th style='padding-left:{depth * 20}px;'>{key}</th>"
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223 f"<td>{json_to_nested_html_table(value, depth + 1)}</td></tr>"
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224 for key, value in json_data.items()
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225 ]
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226 return f"<table>{''.join(rows)}</table>"
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227
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228 if isinstance(json_data, list):
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229 rows = [
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230 f"<tr><th style='padding-left:{depth * 20}px;'>[{i}]</th>"
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231 f"<td>{json_to_nested_html_table(value, depth + 1)}</td></tr>"
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232 for i, value in enumerate(json_data)
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233 ]
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234 return f"<table>{''.join(rows)}</table>"
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235
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236 # Base case: simple value
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237 return f"{json_data}"
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238
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239
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240 def json_to_html_table(json_data):
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241 """
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242 Convert JSON to a vertically oriented HTML table.
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243
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244 Parameters:
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245 json_data (str or dict): JSON string or dictionary.
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246
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247 Returns:
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248 str: HTML table representation.
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249 """
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250 if isinstance(json_data, str):
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251 json_data = json.loads(json_data)
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252 return json_to_nested_html_table(json_data)