added 3Dmol viewer to app.py
Browse files
app.py
CHANGED
@@ -2,23 +2,134 @@ import gradio as gr
|
|
2 |
import cg2all
|
3 |
import os
|
4 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
def runner(in_pdb, model_type):
|
6 |
out_fn = in_pdb.name[:-4] + "-all.pdb"
|
7 |
ckpt_fn = f"model/{model_type}.ckpt"
|
8 |
cg2all.convert_cg2all(in_pdb.name, out_fn, model_type=model_type, ckpt_fn=ckpt_fn)
|
9 |
-
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
|
18 |
-
|
19 |
-
|
20 |
-
|
21 |
-
|
22 |
-
|
23 |
-
|
24 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2 |
import cg2all
|
3 |
import os
|
4 |
|
5 |
+
|
6 |
+
def read_mol(molpath):
|
7 |
+
with open(molpath, "r") as fp:
|
8 |
+
lines = fp.readlines()
|
9 |
+
mol = ""
|
10 |
+
for l in lines:
|
11 |
+
mol += l
|
12 |
+
#
|
13 |
+
mol = mol.replace("OT1", "O ")
|
14 |
+
mol = mol.replace("OT2", "OXT")
|
15 |
+
return mol
|
16 |
+
|
17 |
+
|
18 |
+
def molecule(input_pdb):
|
19 |
+
mol = read_mol(input_pdb)
|
20 |
+
x = (
|
21 |
+
"""<!DOCTYPE html>
|
22 |
+
<html>
|
23 |
+
<head>
|
24 |
+
<meta http-equiv="content-type" content="text/html; charset=UTF-8" />
|
25 |
+
<style>
|
26 |
+
body{
|
27 |
+
font-family:sans-serif
|
28 |
+
}
|
29 |
+
.mol-container {
|
30 |
+
width: 100%;
|
31 |
+
height: 600px;
|
32 |
+
position: relative;
|
33 |
+
}
|
34 |
+
.mol-container select{
|
35 |
+
background-image:None;
|
36 |
+
}
|
37 |
+
</style>
|
38 |
+
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.3/jquery.min.js" integrity="sha512-STof4xm1wgkfm7heWqFJVn58Hm3EtS31XFaagaa8VMReCXAkQnJZ+jEy8PCC/iT18dFy95WcExNHFTqLyp72eQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
|
39 |
+
<script src="https://3Dmol.csb.pitt.edu/build/3Dmol-min.js"></script>
|
40 |
+
</head>
|
41 |
+
<body>
|
42 |
+
|
43 |
+
<div id="container" class="mol-container"></div>
|
44 |
+
|
45 |
+
<script>
|
46 |
+
let pdb = `"""
|
47 |
+
+ mol
|
48 |
+
+ """`
|
49 |
+
|
50 |
+
$(document).ready(function () {
|
51 |
+
let element = $("#container");
|
52 |
+
let config = { backgroundColor: "white" };
|
53 |
+
let viewer = $3Dmol.createViewer(element, config);
|
54 |
+
viewer.addModel(pdb, "pdb");
|
55 |
+
viewer.setStyle({}, {cartoon: { color:"spectrum"}});
|
56 |
+
viewer.addStyle({"and":[{resn:["GLY","PRO"], invert:true}, {atom:["N","C","O"], invert:true}]}, {stick: {radius:0.2, colorscheme:"WhiteCarbon"}});
|
57 |
+
viewer.addStyle({"and":[{resn:"GLY"}, {atom:"CA"}]}, {stick: {radius:0.2, colorscheme:"WhiteCarbon"}});
|
58 |
+
viewer.addStyle({"and":[{resn:"PRO"}, {atom:["C","O"], invert:true}]}, {stick: {radius:0.2, colorscheme:"WhiteCarbon"}});
|
59 |
+
viewer.zoomTo();
|
60 |
+
viewer.render();
|
61 |
+
viewer.zoom(0.8, 2000);
|
62 |
+
})
|
63 |
+
</script>
|
64 |
+
</body></html>"""
|
65 |
+
)
|
66 |
+
|
67 |
+
return f"""<iframe style="width: 100%; height: 600px" name="result" allow="midi; geolocation; microphone; camera;
|
68 |
+
display-capture; encrypted-media;" sandbox="allow-modals allow-forms
|
69 |
+
allow-scripts allow-same-origin allow-popups
|
70 |
+
allow-top-navigation-by-user-activation allow-downloads" allowfullscreen=""
|
71 |
+
allowpaymentrequest="" frameborder="0" srcdoc='{x}'></iframe>"""
|
72 |
+
|
73 |
+
|
74 |
def runner(in_pdb, model_type):
|
75 |
out_fn = in_pdb.name[:-4] + "-all.pdb"
|
76 |
ckpt_fn = f"model/{model_type}.ckpt"
|
77 |
cg2all.convert_cg2all(in_pdb.name, out_fn, model_type=model_type, ckpt_fn=ckpt_fn)
|
78 |
+
view = molecule(out_fn)
|
79 |
+
return out_fn, view
|
80 |
+
|
81 |
+
|
82 |
+
with gr.Blocks() as app:
|
83 |
+
gr.Markdown("# cg2all: conversion of coarse-grained protein structure model to all-atom structure")
|
84 |
+
with gr.Row():
|
85 |
+
with gr.Column():
|
86 |
+
input_pdb = gr.File(file_count="single", label="Input CG structure")
|
87 |
+
model_type = gr.Radio(
|
88 |
+
[
|
89 |
+
"CalphaBasedModel",
|
90 |
+
"ResidueBasedModel",
|
91 |
+
"CalphaCMModel",
|
92 |
+
"BackboneModel",
|
93 |
+
"MainchainModel",
|
94 |
+
"Martini",
|
95 |
+
"PRIMO",
|
96 |
+
],
|
97 |
+
label="Input CG model type",
|
98 |
+
)
|
99 |
+
#
|
100 |
+
button = gr.Button("Run")
|
101 |
+
#
|
102 |
+
gr.Examples(
|
103 |
+
[
|
104 |
+
["inputs/1ab1_A.calpha.pdb", "CalphaBasedModel"],
|
105 |
+
["inputs/1ab1_A.residue.pdb", "ResidueBasedModel"],
|
106 |
+
["inputs/1ab1_A.cacm.pdb", "CalphaCMModel"],
|
107 |
+
["inputs/1ab1_A.bb.pdb", "BackboneModel"],
|
108 |
+
["inputs/1ab1_A.mc.pdb", "MainchainModel"],
|
109 |
+
["inputs/1ab1_A.martini.pdb", "Martini"],
|
110 |
+
["inputs/1ab1_A.primo.pdb", "PRIMO"],
|
111 |
+
],
|
112 |
+
[input_pdb, model_type],
|
113 |
+
)
|
114 |
+
|
115 |
+
with gr.Column():
|
116 |
+
output_pdb = gr.File(file_count="single", label="Output structure")
|
117 |
+
viewer = gr.HTML()
|
118 |
+
|
119 |
+
button.click(fn=runner, inputs=[input_pdb, model_type], outputs=[output_pdb, viewer])
|
120 |
+
#
|
121 |
+
gr.Markdown("---")
|
122 |
+
gr.Markdown("### GitHub repository: [https://github.com/huhlim/cg2all](https://github.com/huhlim/cg2all)")
|
123 |
+
gr.Markdown("### Local installation: `pip install git+http://github.com/huhlim/cg2all`")
|
124 |
+
gr.Markdown("### Supported coarse-grained models")
|
125 |
+
gr.Markdown("- CalphaBasedModel: CA-trace")
|
126 |
+
gr.Markdown("- ResidueBasedModel: Residue center-of-mass")
|
127 |
+
gr.Markdown("- CalphaCMModel: CA-trace + Residue center-of-mass")
|
128 |
+
gr.Markdown("- BackboneModel: Backbone N, CA, and C atoms")
|
129 |
+
gr.Markdown("- MainchainModel: Backbone N, CA, C, and O atoms")
|
130 |
+
gr.Markdown("- Martini: [Martini model](http://cgmartini.nl)")
|
131 |
+
gr.Markdown("- PRIMO: [PRIMO model](https://dx.doi.org/10.1002/prot.22645)")
|
132 |
+
|
133 |
+
gr.Markdown("### Cite: TODO")
|
134 |
+
|
135 |
+
app.launch()
|