Spaces:
Runtime error
Runtime error
igashov
commited on
Commit
·
52bf9df
1
Parent(s):
f9310fd
update logic
Browse files
app.py
CHANGED
@@ -3,6 +3,7 @@ import numpy as np
|
|
3 |
import os
|
4 |
import torch
|
5 |
import subprocess
|
|
|
6 |
|
7 |
from rdkit import Chem
|
8 |
from src import const
|
@@ -12,46 +13,6 @@ from src.lightning import DDPM
|
|
12 |
from src.linker_size_lightning import SizeClassifier
|
13 |
|
14 |
|
15 |
-
HTML_TEMPLATE = """<!DOCTYPE html>
|
16 |
-
<html>
|
17 |
-
<head>
|
18 |
-
<meta http-equiv="content-type" content="text/html; charset=UTF-8" />
|
19 |
-
<style>
|
20 |
-
.mol-container {{
|
21 |
-
width: 600px;
|
22 |
-
height: 600px;
|
23 |
-
position: relative;
|
24 |
-
}}
|
25 |
-
.mol-container select{{
|
26 |
-
background-image:None;
|
27 |
-
}}
|
28 |
-
</style>
|
29 |
-
<script src="https://3Dmol.csb.pitt.edu/build/3Dmol-min.js"></script>
|
30 |
-
</head>
|
31 |
-
|
32 |
-
<body>
|
33 |
-
<div id="container" class="mol-container"></div>
|
34 |
-
<script>
|
35 |
-
$(document).ready(function() {{
|
36 |
-
let element = $("#container");
|
37 |
-
let config = {{ backgroundColor: "white" }};
|
38 |
-
let viewer = $3Dmol.createViewer( element, config );
|
39 |
-
viewer.addModel(`{molecule}`, "{fmt}")
|
40 |
-
viewer.getModel().setStyle({{ stick: {{ colorscheme:"greenCarbon" }} }})
|
41 |
-
viewer.zoomTo();
|
42 |
-
viewer.render();
|
43 |
-
}});
|
44 |
-
</script>
|
45 |
-
</body>
|
46 |
-
</html>
|
47 |
-
"""
|
48 |
-
|
49 |
-
IFRAME_TEMPLATE = """<iframe style="width: 100%; height: 700px" name="result" allow="midi; geolocation; microphone; camera;
|
50 |
-
display-capture; encrypted-media;" sandbox="allow-modals allow-forms allow-scripts allow-same-origin allow-popups
|
51 |
-
allow-top-navigation-by-user-activation allow-downloads" allowfullscreen=""
|
52 |
-
allowpaymentrequest="" frameborder="0" srcdoc='{html}'></iframe>"""
|
53 |
-
|
54 |
-
|
55 |
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
|
56 |
os.makedirs("results", exist_ok=True)
|
57 |
os.makedirs("models", exist_ok=True)
|
@@ -100,17 +61,42 @@ def read_molecule(path):
|
|
100 |
raise Exception('Unknown file extension')
|
101 |
|
102 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
103 |
def generate(input_file):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
104 |
try:
|
105 |
-
path = input_file.name
|
106 |
molecule = read_molecule(path)
|
107 |
name = '.'.join(path.split('/')[-1].split('.')[:-1])
|
108 |
inp_sdf = f'results/{name}_input.sdf'
|
109 |
inp_xyz = f'results/{name}_input.xyz'
|
110 |
out_sdf = f'results/{name}_output.sdf'
|
111 |
out_xyz = f'results/{name}_output.xyz'
|
112 |
-
|
113 |
-
print(f'Input path={path}, name={name}')
|
114 |
except Exception as e:
|
115 |
return f'Could not read the molecule: {e}'
|
116 |
|
@@ -153,9 +139,9 @@ def generate(input_file):
|
|
153 |
break
|
154 |
|
155 |
generated_molecule = read_molecule_content(out_sdf)
|
156 |
-
html = HTML_TEMPLATE.format(molecule=generated_molecule, fmt='sdf')
|
157 |
return [
|
158 |
-
IFRAME_TEMPLATE.format(html=html),
|
159 |
[inp_sdf, inp_xyz, out_sdf, out_xyz],
|
160 |
]
|
161 |
|
@@ -167,16 +153,21 @@ with demo:
|
|
167 |
with gr.Row():
|
168 |
with gr.Column():
|
169 |
gr.Markdown('## Input Fragments')
|
170 |
-
gr.Markdown('Upload the file with 3D-coordinates of the input fragments in .pdb, .mol2 or .sdf format')
|
171 |
input_file = gr.File(file_count='single', label='Input fragments')
|
172 |
-
|
173 |
-
|
174 |
-
|
175 |
-
|
176 |
-
|
177 |
-
|
178 |
-
|
179 |
-
|
|
|
|
|
|
|
|
|
|
|
180 |
button.click(
|
181 |
fn=generate,
|
182 |
inputs=[input_file],
|
|
|
3 |
import os
|
4 |
import torch
|
5 |
import subprocess
|
6 |
+
import output
|
7 |
|
8 |
from rdkit import Chem
|
9 |
from src import const
|
|
|
13 |
from src.linker_size_lightning import SizeClassifier
|
14 |
|
15 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
|
17 |
os.makedirs("results", exist_ok=True)
|
18 |
os.makedirs("models", exist_ok=True)
|
|
|
61 |
raise Exception('Unknown file extension')
|
62 |
|
63 |
|
64 |
+
def show_input(input_file):
|
65 |
+
if input_file is None:
|
66 |
+
return ''
|
67 |
+
|
68 |
+
path = input_file.name
|
69 |
+
extension = path.split('.')[-1]
|
70 |
+
if extension not in ['sdf', 'pdb', 'mol', 'mol2']:
|
71 |
+
msg = output.INVALID_FORMAT_MSG.format(extension=extension)
|
72 |
+
return output.IFRAME_TEMPLATE.format(html=msg)
|
73 |
+
|
74 |
+
try:
|
75 |
+
molecule = read_molecule_content(path)
|
76 |
+
except Exception as e:
|
77 |
+
return f'Could not read the molecule: {e}'
|
78 |
+
|
79 |
+
html = output.HTML_TEMPLATE.format(molecule=molecule, fmt=extension)
|
80 |
+
return output.IFRAME_TEMPLATE.format(html=html)
|
81 |
+
|
82 |
+
|
83 |
def generate(input_file):
|
84 |
+
if input_file is None:
|
85 |
+
return ''
|
86 |
+
|
87 |
+
path = input_file.name
|
88 |
+
extension = path.split('.')[-1]
|
89 |
+
if extension not in ['sdf', 'pdb', 'mol', 'mol2']:
|
90 |
+
msg = output.INVALID_FORMAT_MSG.format(extension=extension)
|
91 |
+
return output.IFRAME_TEMPLATE.format(html=msg)
|
92 |
+
|
93 |
try:
|
|
|
94 |
molecule = read_molecule(path)
|
95 |
name = '.'.join(path.split('/')[-1].split('.')[:-1])
|
96 |
inp_sdf = f'results/{name}_input.sdf'
|
97 |
inp_xyz = f'results/{name}_input.xyz'
|
98 |
out_sdf = f'results/{name}_output.sdf'
|
99 |
out_xyz = f'results/{name}_output.xyz'
|
|
|
|
|
100 |
except Exception as e:
|
101 |
return f'Could not read the molecule: {e}'
|
102 |
|
|
|
139 |
break
|
140 |
|
141 |
generated_molecule = read_molecule_content(out_sdf)
|
142 |
+
html = output.HTML_TEMPLATE.format(molecule=generated_molecule, fmt='sdf')
|
143 |
return [
|
144 |
+
output.IFRAME_TEMPLATE.format(html=html),
|
145 |
[inp_sdf, inp_xyz, out_sdf, out_xyz],
|
146 |
]
|
147 |
|
|
|
153 |
with gr.Row():
|
154 |
with gr.Column():
|
155 |
gr.Markdown('## Input Fragments')
|
156 |
+
gr.Markdown('Upload the file with 3D-coordinates of the input fragments in .pdb, .mol2 or .sdf format:')
|
157 |
input_file = gr.File(file_count='single', label='Input fragments')
|
158 |
+
button = gr.Button('Generate Linker!')
|
159 |
+
gr.Markdown('')
|
160 |
+
gr.Markdown('## Output Files')
|
161 |
+
gr.Markdown('Download files with the generated molecules here:')
|
162 |
+
output_files = gr.File(file_count='multiple', label='Output Files')
|
163 |
+
with gr.Column():
|
164 |
+
visualization = gr.HTML()
|
165 |
+
|
166 |
+
input_file.change(
|
167 |
+
fn=show_input,
|
168 |
+
inputs=[input_file],
|
169 |
+
outputs=[visualization],
|
170 |
+
)
|
171 |
button.click(
|
172 |
fn=generate,
|
173 |
inputs=[input_file],
|
output.py
ADDED
@@ -0,0 +1,98 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
HTML_TEMPLATE = """<!DOCTYPE html>
|
2 |
+
<html>
|
3 |
+
<head>
|
4 |
+
<meta http-equiv="content-type" content="text/html; charset=UTF-8" />
|
5 |
+
<style>
|
6 |
+
.mol-container {{
|
7 |
+
width: 600px;
|
8 |
+
height: 600px;
|
9 |
+
position: relative;
|
10 |
+
}}
|
11 |
+
.mol-container select{{
|
12 |
+
background-image:None;
|
13 |
+
}}
|
14 |
+
</style>
|
15 |
+
<script src="https://3Dmol.csb.pitt.edu/build/3Dmol-min.js"></script>
|
16 |
+
</head>
|
17 |
+
|
18 |
+
<body>
|
19 |
+
<div id="container" class="mol-container"></div>
|
20 |
+
<script>
|
21 |
+
$(document).ready(function() {{
|
22 |
+
let element = $("#container");
|
23 |
+
let config = {{ backgroundColor: "white" }};
|
24 |
+
let viewer = $3Dmol.createViewer( element, config );
|
25 |
+
viewer.addModel(`{molecule}`, "{fmt}")
|
26 |
+
viewer.getModel().setStyle({{ stick: {{ colorscheme:"greenCarbon" }} }})
|
27 |
+
viewer.zoomTo();
|
28 |
+
viewer.render();
|
29 |
+
}});
|
30 |
+
</script>
|
31 |
+
</body>
|
32 |
+
</html>
|
33 |
+
"""
|
34 |
+
|
35 |
+
|
36 |
+
INVALID_FORMAT_MSG = """
|
37 |
+
<!DOCTYPE html>
|
38 |
+
<html>
|
39 |
+
<head>
|
40 |
+
<meta http-equiv="content-type" content="text/html; charset=UTF-8" />
|
41 |
+
<style>
|
42 |
+
body{{
|
43 |
+
font-family:sans-serif
|
44 |
+
}}
|
45 |
+
</style>
|
46 |
+
</head>
|
47 |
+
|
48 |
+
<body>
|
49 |
+
<h3>Invalid file format: {extension}</h3>
|
50 |
+
Please upload the file in one of the following formats:
|
51 |
+
<ul>
|
52 |
+
<li>.pdb</li>
|
53 |
+
<li>.sdf</li>
|
54 |
+
<li>.mol</li>
|
55 |
+
<li>.mol2</li>
|
56 |
+
</ul>
|
57 |
+
</body>
|
58 |
+
</html>
|
59 |
+
"""
|
60 |
+
|
61 |
+
HTML_TEMPLATE = """<!DOCTYPE html>
|
62 |
+
<html>
|
63 |
+
<head>
|
64 |
+
<meta http-equiv="content-type" content="text/html; charset=UTF-8" />
|
65 |
+
<style>
|
66 |
+
.mol-container {{
|
67 |
+
width: 600px;
|
68 |
+
height: 600px;
|
69 |
+
position: relative;
|
70 |
+
}}
|
71 |
+
.mol-container select{{
|
72 |
+
background-image:None;
|
73 |
+
}}
|
74 |
+
</style>
|
75 |
+
<script src="https://3Dmol.csb.pitt.edu/build/3Dmol-min.js"></script>
|
76 |
+
</head>
|
77 |
+
|
78 |
+
<body>
|
79 |
+
<div id="container" class="mol-container"></div>
|
80 |
+
<script>
|
81 |
+
$(document).ready(function() {{
|
82 |
+
let element = $("#container");
|
83 |
+
let config = {{ backgroundColor: "white" }};
|
84 |
+
let viewer = $3Dmol.createViewer( element, config );
|
85 |
+
viewer.addModel(`{molecule}`, "{fmt}")
|
86 |
+
viewer.getModel().setStyle({{ stick: {{ colorscheme:"greenCarbon" }} }})
|
87 |
+
viewer.zoomTo();
|
88 |
+
viewer.render();
|
89 |
+
}});
|
90 |
+
</script>
|
91 |
+
</body>
|
92 |
+
</html>
|
93 |
+
"""
|
94 |
+
|
95 |
+
IFRAME_TEMPLATE = """<iframe style="width: 100%; height: 700px" name="result" allow="midi; geolocation; microphone; camera;
|
96 |
+
display-capture; encrypted-media;" sandbox="allow-modals allow-forms allow-scripts allow-same-origin allow-popups
|
97 |
+
allow-top-navigation-by-user-activation allow-downloads" allowfullscreen=""
|
98 |
+
allowpaymentrequest="" frameborder="0" srcdoc='{html}'></iframe>"""
|