Update app.py

app.py

@@ -75,28 +75,21 @@ def molecule(input_pdb):
     allow-top-navigation-by-user-activation allow-downloads" allowfullscreen="" 
     allowpaymentrequest="" frameborder="0" srcdoc='{x}'></iframe>"""
 
-def prediction(prompt, temperature, do_structure, enable_roundtrip):
+def prediction(prompt, temperature, do_structure):
     protein = ESMProtein(sequence=prompt)
     protein = model.generate(protein, GenerationConfig(track="sequence", num_steps=8, temperature=temperature))
     if do_structure == "Yes":
         protein = model.generate(protein, GenerationConfig(track="structure", num_steps=8))
         protein.to_pdb("./generation.pdb")   
         html = molecule("./generation.pdb")
-        if enable_roundtrip == "Yes":
-            seq = protein.sequence
-            protein.sequence = None
-            protein = model.generate(protein, GenerationConfig(track="sequence", num_steps=8))
-            protein.coordinates = None
-            protein = model.generate(protein, GenerationConfig(track="structure", num_steps=8))
-            protein.to_pdb("./round_tripped.pdb")
-            html1 = molecule("./round_tripped.pdb")
-            return seq, protein.sequence, html, html1, "./round_tripped.pdb", "./generation.pdb",
-        else:
-            html1 = "<h3>Inverse folding and re-generation not enabled</h3>"
-            f = open("./round_tripped.pdb", "w")
-            f.write("\n")
-            f.close()
-            return protein.sequence, "Inverse folding and re-generation not enabled", html, html1, "./round_tripped.pdb", "./generation.pdb"
+        seq = protein.sequence
+        protein.sequence = None
+        protein = model.generate(protein, GenerationConfig(track="sequence", num_steps=8))
+        protein.coordinates = None
+        protein = model.generate(protein, GenerationConfig(track="structure", num_steps=8))
+        protein.to_pdb("./round_tripped.pdb")
+        html1 = molecule("./round_tripped.pdb")
+        return seq, protein.sequence, html, html1, "./round_tripped.pdb", "./generation.pdb",
     else:
         f = open("./empty.pdb", "w")
         f.write("\n")
@@ -117,9 +110,9 @@ reps =    [
     }
 ]
 
-demo = gr.Interface(fn = prediction, inputs = [gr.Textbox(label="Masked protein sequence", info="Use '_' as masking character", value="___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________"), gr.Slider(0,1,label="Temperature"), gr.Radio(["Yes", "No"], label="Reconstruct structure", info="Choose wheter to reconstruct structure or not"), gr.Radio(["Yes", "No"], label="Allow inverse-folding", info="Choose wether to allow double check of prediction with inverse folding (ONLY when 'Reconstruct structure' is set to 'Yes')")], outputs = [gr.Textbox(label="Originally predicted sequence", show_copy_button=True),gr.Textbox(label="Inverse folding predicted sequence", show_copy_button=True),gr.HTML(label="Predicted 3D structure"),gr.HTML(label="Inverse-folding predicted 3D structure"), Molecule3D(label="Inverse-folding predicted molecular structure", reps=reps), Molecule3D(label="Predicted molecular structure", reps=reps)], title="""<h1 align='center'>Proteins with ESM</h1>
+demo = gr.Interface(fn = prediction, inputs = [gr.Textbox(label="Masked protein sequence", info="Use '_' as masking character", value="___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________"), gr.Slider(0,1,label="Temperature"), gr.Radio(["Yes", "No"], label="Reconstruct structure", info="Choose wheter to reconstruct structure or not, allowing also inverse folding-powered double check")], outputs = [gr.Textbox(label="Originally predicted sequence", show_copy_button=True),gr.Textbox(label="Inverse folding predicted sequence", show_copy_button=True),gr.HTML(label="Predicted 3D structure"),gr.HTML(label="Inverse-folding predicted 3D structure"), Molecule3D(label="Inverse-folding predicted molecular structure", reps=reps), Molecule3D(label="Predicted molecular structure", reps=reps)], title="""<h1 align='center'>Proteins with ESM</h1>
     <h2 align='center'>Predict the whole sequence and 3D structure of masked protein sequences!</h2>
     <h3 align='center'>Support this space with a ⭐ on <a href='https://github.com/AstraBert/proteins-w-esm'>GitHub</a></h3>
-    <h3 align='center'>Support Evolutionary Scale's ESM with a ⭐ on <a href='https://github.com/evolutionaryscale/esm'>GitHub</a></h3>""", examples = [["___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________", 0.7, "No", "No"], ["__________________________________________________________AGQEEYSAMRDQYMRTGEGFLCVFAINNTKSFEDIHQYREQIKRVKDSDDVPMVLVGNKCDLAARTVESRQAQDLARSYGIPYIETSAKTRQGVEDAFYTLVRE___________________________", 0.2, "Yes", "No"], ["__________KTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLH________", 0.5, "Yes", "Yes"]], cache_examples=False)
+    <h3 align='center'>Support Evolutionary Scale's ESM with a ⭐ on <a href='https://github.com/evolutionaryscale/esm'>GitHub</a></h3>""", examples = [["___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________", 0.7, "No"], ["__________________________________________________________AGQEEYSAMRDQYMRTGEGFLCVFAINNTKSFEDIHQYREQIKRVKDSDDVPMVLVGNKCDLAARTVESRQAQDLARSYGIPYIETSAKTRQGVEDAFYTLVRE___________________________", 0.2, "Yes"], ["__________KTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLH________", 0.5, "Yes",]], cache_examples=False)
 
 demo.launch()