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Update app.py
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app.py
CHANGED
@@ -128,7 +128,7 @@ def show_input(in_fragments, in_protein):
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vis = show_target(in_protein)
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elif in_fragments is not None and in_protein is not None:
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vis = show_fragments_and_target(in_fragments, in_protein)
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return [vis, gr.Dropdown
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def show_fragments(in_fragments):
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@@ -170,14 +170,14 @@ def clear_fragments_input(in_protein):
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vis = ''
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if in_protein is not None:
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vis = show_target(in_protein)
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return [None, vis, gr.Dropdown
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def clear_protein_input(in_fragments):
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vis = ''
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if in_fragments is not None:
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vis = show_fragments(in_fragments)
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return [None, vis, gr.Dropdown
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def click_on_example(example):
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@@ -347,7 +347,7 @@ def generate_without_pocket(input_file, n_steps, n_atoms, num_samples, selected_
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return [
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draw_sample(choice, out_files, num_samples),
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out_files,
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gr.Dropdown
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choices=out_files[2:],
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value=choice,
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visible=True,
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@@ -494,7 +494,7 @@ def generate_with_pocket(in_fragments, in_protein, n_steps, n_atoms, num_samples
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return [
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draw_sample(choice, out_files, num_samples),
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out_files,
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gr.Dropdown
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choices=out_files[3:],
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value=choice,
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visible=True,
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@@ -515,56 +515,55 @@ with gr.Blocks(js=output.STARTUP_JS) as demo:
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'[**[Paper]**](https://arxiv.org/abs/2210.05274) '
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'[**[Code]**](https://github.com/igashov/DiffLinker)'
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)
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with gr.
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with gr.
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visualization = gr.HTML()
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input_fragments_file.change(
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fn=show_input,
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vis = show_target(in_protein)
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elif in_fragments is not None and in_protein is not None:
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vis = show_fragments_and_target(in_fragments, in_protein)
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return [vis, gr.Dropdown(choices=[], value=None, visible=False), None]
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def show_fragments(in_fragments):
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vis = ''
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if in_protein is not None:
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vis = show_target(in_protein)
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return [None, vis, gr.Dropdown(choices=[], value=None, visible=False), None]
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def clear_protein_input(in_fragments):
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vis = ''
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if in_fragments is not None:
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vis = show_fragments(in_fragments)
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return [None, vis, gr.Dropdown(choices=[], value=None, visible=False), None]
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def click_on_example(example):
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return [
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draw_sample(choice, out_files, num_samples),
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out_files,
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gr.Dropdown(
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choices=out_files[2:],
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value=choice,
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visible=True,
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return [
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draw_sample(choice, out_files, num_samples),
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out_files,
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gr.Dropdown(
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choices=out_files[3:],
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value=choice,
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visible=True,
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'[**[Paper]**](https://arxiv.org/abs/2210.05274) '
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'[**[Code]**](https://github.com/igashov/DiffLinker)'
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)
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with gr.Row():
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with gr.Column():
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gr.Markdown('## Input')
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gr.Markdown('Upload the file with 3D-coordinates of the input fragments in .pdb, .mol2 or .sdf format:')
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input_fragments_file = gr.File(file_count='single', label='Input Fragments')
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gr.Markdown('Upload the file of the target protein in .pdb format (optionally):')
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input_protein_file = gr.File(file_count='single', label='Target Protein (Optional)')
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n_steps = gr.Slider(
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minimum=MIN_N_STEPS, maximum=MAX_N_STEPS,
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label="Number of Denoising Steps", step=10
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)
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n_atoms = gr.Slider(
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minimum=0, maximum=20,
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label="Linker Size: DiffLinker will predict it if set to 0",
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step=1
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)
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n_samples = gr.Slider(minimum=5, maximum=50, label="Number of Samples", step=5)
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examples = gr.Dataset(
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components=[gr.File(visible=False), gr.File(visible=False)],
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samples=[
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['examples/example_1.sdf', ''],
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['examples/example_2.sdf', ''],
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['examples/3hz1_fragments.sdf', 'examples/3hz1_protein.pdb'],
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['examples/5ou2_fragments.sdf', 'examples/5ou2_protein.pdb'],
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],
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type='values',
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headers=['Input Fragments', 'Target Protein'],
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)
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button = gr.Button('Generate Linker!')
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gr.Markdown('')
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gr.Markdown('## Output Files')
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gr.Markdown('Download files with the generated molecules here:')
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output_files = gr.File(file_count='multiple', label='Output Files', interactive=False)
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hidden = gr.Textbox(visible=False)
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with gr.Column():
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gr.Markdown('## Visualization')
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gr.Markdown('**Hint:** click on atoms to select anchor points (optionally)')
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samples = gr.Dropdown(
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choices=[],
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value=None,
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type='value',
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multiselect=False,
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visible=False,
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interactive=True,
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label='Samples'
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)
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visualization = gr.HTML()
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input_fragments_file.change(
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fn=show_input,
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