Spaces:
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Running
Commit
·
82fb410
1
Parent(s):
260f3d0
minor fix
Browse files
app.py
CHANGED
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@@ -551,7 +551,7 @@ def create_enhanced_linear_viz(sequence, smiles):
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plt.tight_layout()
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return fig
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def process_input(smiles_input=None, file_obj=None, show_linear=False):
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"""Process input and create visualizations using PeptideAnalyzer"""
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analyzer = PeptideAnalyzer()
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@@ -574,23 +574,37 @@ def process_input(smiles_input=None, file_obj=None, show_linear=False):
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# Process segments and build sequence
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sequence_parts = []
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output_text = "
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output_text +=
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else:
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# Check if cyclic using analyzer's method
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is_cyclic, peptide_cycles, aromatic_cycles = analyzer.is_cyclic(smiles)
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@@ -610,14 +624,14 @@ def process_input(smiles_input=None, file_obj=None, show_linear=False):
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plt.close(fig_linear)
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# Add summary to output
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summary =
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summary += f"Sequence: {sequence}\n"
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summary += f"Is Cyclic: {'Yes' if is_cyclic else 'No'}\n"
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if is_cyclic:
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summary += f"Peptide Cycles: {', '.join(peptide_cycles)}\n"
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summary += f"Aromatic Cycles: {', '.join(aromatic_cycles)}\n"
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return summary +
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except Exception as e:
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return f"Error processing SMILES: {str(e)}", None, None
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@@ -644,19 +658,37 @@ def process_input(smiles_input=None, file_obj=None, show_linear=False):
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# Process this SMILES
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segments = analyzer.split_on_bonds(smiles)
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sequence_parts = []
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# Get cyclicity and create sequence
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is_cyclic, peptide_cycles, aromatic_cycles = analyzer.is_cyclic(smiles)
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sequence = f"cyclo({'-'.join(sequence_parts)})" if is_cyclic else '-'.join(sequence_parts)
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output_text += f"SMILES: {smiles}\n"
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output_text += f"Sequence: {sequence}\n"
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output_text += f"Is Cyclic: {'Yes' if is_cyclic else 'No'}\n"
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if is_cyclic:
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@@ -673,32 +705,16 @@ def process_input(smiles_input=None, file_obj=None, show_linear=False):
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iface = gr.Interface(
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fn=process_input,
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gr.Textbox(
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),
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gr.File(
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label="Or upload a text file with SMILES",
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file_types=[".txt"],
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type="binary"
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),
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gr.Checkbox(
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label="Show linear representation"
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)
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],
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outputs=[
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gr.Textbox(
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),
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gr.Image(
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label="2D Structure with Annotations"
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),
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gr.Image(
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label="Linear Representation"
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)
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],
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title="Peptide Structure Analyzer and Visualizer",
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description="""
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plt.tight_layout()
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return fig
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def process_input(smiles_input=None, file_obj=None, show_linear=False, show_segment_details=False):
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"""Process input and create visualizations using PeptideAnalyzer"""
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analyzer = PeptideAnalyzer()
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# Process segments and build sequence
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sequence_parts = []
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output_text = ""
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# Only include segment analysis in output if requested
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if show_segment_details:
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output_text += "Segment Analysis:\n"
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for i, segment in enumerate(segments):
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output_text += f"\nSegment {i}:\n"
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output_text += f"Content: {segment['content']}\n"
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output_text += f"Bond before: {segment.get('bond_before', 'None')}\n"
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output_text += f"Bond after: {segment.get('bond_after', 'None')}\n"
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residue, mods = analyzer.identify_residue(segment)
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if residue:
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if mods:
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sequence_parts.append(f"{residue}({','.join(mods)})")
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else:
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sequence_parts.append(residue)
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output_text += f"Identified as: {residue}\n"
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output_text += f"Modifications: {mods}\n"
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else:
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output_text += f"Warning: Could not identify residue in segment: {segment['content']}\n"
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output_text += "\n"
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else:
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# Just build sequence without detailed analysis in output
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for segment in segments:
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residue, mods = analyzer.identify_residue(segment)
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if residue:
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if mods:
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sequence_parts.append(f"{residue}({','.join(mods)})")
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else:
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sequence_parts.append(residue)
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# Check if cyclic using analyzer's method
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is_cyclic, peptide_cycles, aromatic_cycles = analyzer.is_cyclic(smiles)
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plt.close(fig_linear)
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# Add summary to output
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summary = "Summary:\n"
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summary += f"Sequence: {sequence}\n"
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summary += f"Is Cyclic: {'Yes' if is_cyclic else 'No'}\n"
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if is_cyclic:
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summary += f"Peptide Cycles: {', '.join(peptide_cycles)}\n"
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summary += f"Aromatic Cycles: {', '.join(aromatic_cycles)}\n"
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return summary + output_text, img_cyclic, img_linear
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except Exception as e:
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return f"Error processing SMILES: {str(e)}", None, None
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# Process this SMILES
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segments = analyzer.split_on_bonds(smiles)
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sequence_parts = []
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# Add segment details if requested
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if show_segment_details:
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output_text += f"\nSegment Analysis for SMILES: {smiles}\n"
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for i, segment in enumerate(segments):
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output_text += f"\nSegment {i}:\n"
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output_text += f"Content: {segment['content']}\n"
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output_text += f"Bond before: {segment.get('bond_before', 'None')}\n"
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output_text += f"Bond after: {segment.get('bond_after', 'None')}\n"
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residue, mods = analyzer.identify_residue(segment)
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if residue:
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if mods:
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sequence_parts.append(f"{residue}({','.join(mods)})")
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else:
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sequence_parts.append(residue)
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output_text += f"Identified as: {residue}\n"
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output_text += f"Modifications: {mods}\n"
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else:
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for segment in segments:
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residue, mods = analyzer.identify_residue(segment)
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if residue:
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if mods:
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sequence_parts.append(f"{residue}({','.join(mods)})")
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else:
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sequence_parts.append(residue)
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# Get cyclicity and create sequence
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is_cyclic, peptide_cycles, aromatic_cycles = analyzer.is_cyclic(smiles)
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sequence = f"cyclo({'-'.join(sequence_parts)})" if is_cyclic else '-'.join(sequence_parts)
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output_text += f"\nSummary for SMILES: {smiles}\n"
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output_text += f"Sequence: {sequence}\n"
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output_text += f"Is Cyclic: {'Yes' if is_cyclic else 'No'}\n"
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if is_cyclic:
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iface = gr.Interface(
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fn=process_input,
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iinputs=[
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gr.Textbox(label="Enter SMILES string", placeholder="Enter SMILES notation of peptide...", lines=2),
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gr.File(label="Or upload a text file with SMILES", file_types=[".txt"], type="binary"),
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gr.Checkbox(label="Show linear representation"),
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gr.Checkbox(label="Show segment details") # New checkbox for segment details
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],
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outputs=[
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gr.Textbox(label="Analysis Results", lines=10),
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gr.Image(label="2D Structure with Annotations"),
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gr.Image(label="Linear Representation")
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],
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title="Peptide Structure Analyzer and Visualizer",
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description="""
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