ludwig_train: utils.py annotate

annotate utils.py @ 7:9abf329ff045 draft default tip

planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8

author	goeckslab
date	Sat, 22 Nov 2025 01:15:33 +0000
parents	f0be10937f5c
children

rev	line source
0 f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	1 import base64
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	2 import json
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	3
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	4
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	5 def get_html_template():
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	6 return """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	7 <html>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	8 <head>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	9 <title>Galaxy-Ludwig Report</title>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	10 <style>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	11 body {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	12 font-family: Arial, sans-serif;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	13 margin: 0;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	14 padding: 20px;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	15 background-color: #f4f4f4;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	16 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	17 .container {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	18 max-width: 800px;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	19 margin: auto;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	20 background: white;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	21 padding: 20px;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	22 box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	23 overflow-x: auto;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	24 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	25 h1 {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	26 text-align: center;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	27 color: #333;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	28 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	29 h2 {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	30 border-bottom: 2px solid #4CAF50;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	31 color: #4CAF50;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	32 padding-bottom: 5px;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	33 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	34 table {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	35 border-collapse: collapse;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	36 margin: 20px 0;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	37 width: 100%;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	38 table-layout: fixed; /* Enforces consistent column widths */
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	39 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	40 table, th, td {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	41 border: 1px solid #ddd;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	42 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	43 th, td {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	44 padding: 8px;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	45 text-align: center; /* Center-align text */
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	46 vertical-align: middle; /* Center-align content vertically */
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	47 word-wrap: break-word; /* Break long words to avoid overflow */
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	48 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	49 th:first-child, td:first-child {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	50 width: 5%; /* Smaller width for the first column */
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	51 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	52 th:nth-child(2), td:nth-child(2) {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	53 width: 50%; /* Wider for the metric/description column */
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	54 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	55 th:last-child, td:last-child {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	56 width: 25%; /* Value column gets remaining space */
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	57 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	58 th {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	59 background-color: #4CAF50;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	60 color: white;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	61 }
7 9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	62 /* feature importance layout tweaks */
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	63 table.feature-importance-table {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	64 table-layout: auto;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	65 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	66 table.feature-importance-table th,
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	67 table.feature-importance-table td {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	68 white-space: nowrap;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	69 word-break: normal;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	70 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	71 /* sortable tables */
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	72 .sortable-table th.sortable {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	73 cursor: pointer;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	74 position: relative;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	75 user-select: none;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	76 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	77 .sortable-table th.sortable::after {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	78 content: '⇅';
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	79 position: absolute;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	80 right: 12px;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	81 top: 50%;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	82 transform: translateY(-50%);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	83 font-size: 0.8em;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	84 color: #eaf5ea;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	85 text-shadow: 0 0 1px rgba(0,0,0,0.15);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	86 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	87 .sortable-table th.sortable.sorted-none::after { content: '⇅'; color: #eaf5ea; }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	88 .sortable-table th.sortable.sorted-asc::after { content: '↑'; color: #ffffff; }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	89 .sortable-table th.sortable.sorted-desc::after { content: '↓'; color: #ffffff; }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	90 .scroll-rows-30 {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	91 max-height: 900px;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	92 overflow-y: auto;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	93 overflow-x: auto;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	94 }
0 f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	95 .plot {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	96 text-align: center;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	97 margin: 20px 0;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	98 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	99 .plot img {
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	100 max-width: 100%;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	101 height: auto;
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	102 }
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	103 </style>
7 9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	104 <script>
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	105 (function() {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	106 if (window.__sortableInit) return;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	107 window.__sortableInit = true;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	108
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	109 function initSortableTables() {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	110 document.querySelectorAll('table.sortable-table tbody').forEach(tbody => {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	111 Array.from(tbody.rows).forEach((row, i) => { row.dataset.originalOrder = i; });
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	112 });
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	113
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	114 const getText = td => (td?.innerText \|\| '').trim();
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	115 const cmp = (idx, asc) => (a, b) => {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	116 const v1 = getText(a.children[idx]);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	117 const v2 = getText(b.children[idx]);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	118 const n1 = parseFloat(v1), n2 = parseFloat(v2);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	119 if (!isNaN(n1) && !isNaN(n2)) return asc ? n1 - n2 : n2 - n1;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	120 return asc ? v1.localeCompare(v2) : v2.localeCompare(v1);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	121 };
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	122
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	123 document.querySelectorAll('table.sortable-table th.sortable').forEach(th => {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	124 th.classList.remove('sorted-asc','sorted-desc');
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	125 th.classList.add('sorted-none');
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	126
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	127 th.addEventListener('click', () => {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	128 const table = th.closest('table');
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	129 const headerRow = th.parentNode;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	130 const allTh = headerRow.querySelectorAll('th.sortable');
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	131 const tbody = table.querySelector('tbody');
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	132
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	133 const isAsc = th.classList.contains('sorted-asc');
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	134 const isDesc = th.classList.contains('sorted-desc');
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	135
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	136 allTh.forEach(x => x.classList.remove('sorted-asc','sorted-desc','sorted-none'));
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	137
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	138 let next;
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	139 if (!isAsc && !isDesc) {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	140 next = 'asc';
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	141 } else if (isAsc) {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	142 next = 'desc';
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	143 } else {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	144 next = 'none';
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	145 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	146 th.classList.add('sorted-' + next);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	147
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	148 const rows = Array.from(tbody.rows);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	149 if (next === 'none') {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	150 rows.sort((a, b) => (a.dataset.originalOrder - b.dataset.originalOrder));
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	151 } else {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	152 const idx = Array.from(headerRow.children).indexOf(th);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	153 rows.sort(cmp(idx, next === 'asc'));
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	154 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	155 rows.forEach(r => tbody.appendChild(r));
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	156 });
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	157 });
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	158 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	159
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	160 if (document.readyState === 'loading') {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	161 document.addEventListener('DOMContentLoaded', initSortableTables);
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	162 } else {
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	163 initSortableTables();
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	164 }
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	165 })();
9abf329ff045 planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit e2ab4c0f9ce8b7a0a48f749ef5dd9899d6c2b1f8 goeckslab parents: 0 diff changeset	166 </script>
0 f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	167 </head>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	168 <body>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	169 <div class="container">
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	170 """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	171
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	172
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	173 def get_html_closing():
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	174 return """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	175 </div>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	176 </body>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	177 </html>
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	178 """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	179
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	180
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	181 def encode_image_to_base64(image_path):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	182 """Convert an image file to a base64 encoded string."""
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	183 with open(image_path, "rb") as img_file:
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	184 return base64.b64encode(img_file.read()).decode("utf-8")
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	185
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	186
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	187 def json_to_nested_html_table(json_data, depth=0):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	188 """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	189 Convert JSON object to an HTML nested table.
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	190
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	191 Parameters:
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	192 json_data (dict or list): The JSON data to convert.
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	193 depth (int): Current depth level for indentation.
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	194
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	195 Returns:
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	196 str: HTML string for the nested table.
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	197 """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	198 # Base case: if JSON is a simple key-value pair dictionary
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	199 if isinstance(json_data, dict) and all(
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	200 not isinstance(v, (dict, list)) for v in json_data.values()
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	201 ):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	202 # Render a flat table
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	203 rows = [
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	204 f"<tr><th>{key}</th><td>{value}</td></tr>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	205 for key, value in json_data.items()
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	206 ]
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	207 return f"<table>{''.join(rows)}</table>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	208
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	209 # Base case: if JSON is a list of simple values
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	210 if isinstance(json_data, list) and all(
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	211 not isinstance(v, (dict, list)) for v in json_data
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	212 ):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	213 rows = [
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	214 f"<tr><th>Index {i}</th><td>{value}</td></tr>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	215 for i, value in enumerate(json_data)
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	216 ]
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	217 return f"<table>{''.join(rows)}</table>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	218
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	219 # Recursive case: if JSON contains nested structures
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	220 if isinstance(json_data, dict):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	221 rows = [
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	222 f"<tr><th style='padding-left:{depth * 20}px;'>{key}</th>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	223 f"<td>{json_to_nested_html_table(value, depth + 1)}</td></tr>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	224 for key, value in json_data.items()
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	225 ]
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	226 return f"<table>{''.join(rows)}</table>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	227
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	228 if isinstance(json_data, list):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	229 rows = [
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	230 f"<tr><th style='padding-left:{depth * 20}px;'>[{i}]</th>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	231 f"<td>{json_to_nested_html_table(value, depth + 1)}</td></tr>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	232 for i, value in enumerate(json_data)
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	233 ]
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	234 return f"<table>{''.join(rows)}</table>"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	235
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	236 # Base case: simple value
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	237 return f"{json_data}"
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	238
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	239
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	240 def json_to_html_table(json_data):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	241 """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	242 Convert JSON to a vertically oriented HTML table.
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	243
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	244 Parameters:
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	245 json_data (str or dict): JSON string or dictionary.
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	246
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	247 Returns:
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	248 str: HTML table representation.
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	249 """
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	250 if isinstance(json_data, str):
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	251 json_data = json.loads(json_data)
f0be10937f5c planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4 goeckslab parents: diff changeset	252 return json_to_nested_html_table(json_data)

Mercurial > repos > goeckslab > ludwig_train

annotate utils.py @ 7:9abf329ff045 draft default tip