|
| 1 | +import dash_cytoscape |
| 2 | +import dash |
| 3 | +from dash.dependencies import Input, Output |
| 4 | +import dash_html_components as html |
| 5 | +import dash_core_components as dcc |
| 6 | + |
| 7 | +try: |
| 8 | + from Bio import Phylo |
| 9 | +except ModuleNotFoundError as e: |
| 10 | + print(e, "Please make sure you have biopython installed correctly before running this example.") |
| 11 | + |
| 12 | + |
| 13 | +def generate_elements(tree): |
| 14 | + elements = [] |
| 15 | + |
| 16 | + def _add_to_elements(clade, clade_id): |
| 17 | + children = clade.clades |
| 18 | + |
| 19 | + cy_source = {"data": {"id": clade_id}, 'classes': 'nonterminal'} |
| 20 | + elements.append(cy_source) |
| 21 | + |
| 22 | + if clade.is_terminal(): |
| 23 | + cy_source['data']['name'] = clade.name |
| 24 | + cy_source['classes'] = 'terminal' |
| 25 | + |
| 26 | + for n, child in enumerate(children, 1): |
| 27 | + child_id = len(elements) + n |
| 28 | + |
| 29 | + cy_edge = {'data': { |
| 30 | + 'source': clade_id, |
| 31 | + 'target': child_id, |
| 32 | + 'length': clade.branch_length |
| 33 | + }} |
| 34 | + |
| 35 | + if clade.confidence and clade.confidence.value: |
| 36 | + cy_source['data']['confidence'] = clade.confidence.value |
| 37 | + |
| 38 | + elements.extend([cy_edge]) |
| 39 | + |
| 40 | + _add_to_elements(child, child_id) |
| 41 | + |
| 42 | + _add_to_elements(tree.clade, 0) |
| 43 | + |
| 44 | + return elements |
| 45 | + |
| 46 | + |
| 47 | +# Define elements, stylesheet and layout |
| 48 | +tree = Phylo.read('data/apaf.xml', 'phyloxml') |
| 49 | +elements = generate_elements(tree) |
| 50 | + |
| 51 | +layout = { |
| 52 | + 'name': 'breadthfirst', |
| 53 | + 'directed': True |
| 54 | +} |
| 55 | + |
| 56 | +stylesheet = [ |
| 57 | + { |
| 58 | + 'selector': '.nonterminal', |
| 59 | + 'style': { |
| 60 | + 'label': 'data(confidence)', |
| 61 | + 'background-opacity': 0, |
| 62 | + "text-halign": "left", |
| 63 | + "text-valign": "top", |
| 64 | + } |
| 65 | + }, |
| 66 | + { |
| 67 | + 'selector': 'edge', |
| 68 | + 'style': { |
| 69 | + "source-endpoint": "outside-to-node", |
| 70 | + } |
| 71 | + }, |
| 72 | + { |
| 73 | + 'selector': '.terminal', |
| 74 | + 'style': { |
| 75 | + 'label': 'data(name)', |
| 76 | + "shape": "roundrectangle", |
| 77 | + "width": 115, |
| 78 | + "height": 25, |
| 79 | + "text-valign": "center", |
| 80 | + 'background-color': 'white', |
| 81 | + "border-width": 1.5, |
| 82 | + "border-style": "solid", |
| 83 | + "border-opacity": 1, |
| 84 | + } |
| 85 | + } |
| 86 | +] |
| 87 | + |
| 88 | + |
| 89 | +# Start the app |
| 90 | +app = dash.Dash(__name__) |
| 91 | + |
| 92 | +app.scripts.config.serve_locally = True |
| 93 | +app.css.config.serve_locally = True |
| 94 | + |
| 95 | + |
| 96 | +app.layout = html.Div([ |
| 97 | + dash_cytoscape.Cytoscape( |
| 98 | + id='cytoscape', |
| 99 | + elements=elements, |
| 100 | + stylesheet=stylesheet, |
| 101 | + layout=layout, |
| 102 | + style={ |
| 103 | + 'height': '95vh', |
| 104 | + 'width': '100%' |
| 105 | + } |
| 106 | + ) |
| 107 | +]) |
| 108 | + |
| 109 | + |
| 110 | +if __name__ == '__main__': |
| 111 | + app.run_server(debug=True) |
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