Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -28,25 +28,56 @@ def run_chatnt(input_file, custom_question):
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log.write("Request started\n")
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if not custom_question or custom_question.strip() == "":
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-
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# Read DNA sequences
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dna_sequences = []
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if input_file is not None:
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with open(input_file.name, "r") as f:
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for line in
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continue
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# Build prompt
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# Call model
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output = pipe(
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inputs={
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"english_sequence": english_sequence,
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@@ -54,22 +85,8 @@ def run_chatnt(input_file, custom_question):
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}
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)
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if isinstance(output, list):
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for item in output:
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results.append({"Result": item})
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else:
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results.append({"Result": output})
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df = pd.DataFrame(results)
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output_file = "output.csv"
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df.to_csv(output_file, index=False)
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with open(log_file, "a") as log:
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log.write("Request finished\n")
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return df, output_file
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# --- Gradio Interface ---
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css = """
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@@ -94,21 +111,17 @@ with gr.Blocks(css=css) as demo:
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submit_btn = gr.Button("Run Query", variant="primary")
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with gr.
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label="Results",
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headers=["Result"]
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)
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output_file = gr.File(label="Download Results (CSV)")
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submit_btn.click(
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run_chatnt,
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inputs=[input_file, custom_question],
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outputs=
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)
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gr.Markdown("""
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**Note:** Your question **must** include the `<DNA>` token if needed for multiple sequences.
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""")
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with gr.Accordion("Logs", open=True):
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log.write("Request started\n")
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if not custom_question or custom_question.strip() == "":
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None
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# Read DNA sequences
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dna_sequences = []
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if input_file is not None:
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with open(input_file.name, "r") as f:
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sequence = ""
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for line in f:
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line = line.strip()
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if not line:
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continue
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if line.startswith(">"):
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if sequence:
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dna_sequences.append(sequence)
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sequence = ""
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else:
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sequence += line
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if sequence:
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dna_sequences.append(sequence)
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with open(log_file, "a") as log:
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for i, seq in enumerate(dna_sequences):
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log.write(f"DNA sequence {i+1} : {seq}\n")
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# Build prompt
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num_sequences = len(dna_sequences)
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num_placeholders = custom_question.count("<DNA>")
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if num_sequences == 1:
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# If there is one DNA sequence, add the <DNA> at the end if it was not specified
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if num_placeholders == 0:
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english_sequence = custom_question + " <DNA>"
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elif num_placeholders == 1:
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english_sequence = custom_question
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else:
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raise ValueError("Too many <DNA> placeholders for a single DNA sequence.")
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elif num_sequences > 1:
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# If there are multiple DNA sequences, the user must specify himself all
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# positions of DNA sequences
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if num_placeholders != num_sequences:
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raise ValueError(
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f"You provided {num_sequences} DNA sequences but only {num_placeholders} <DNA> placeholders. Please specify one <DNA> for each sequence."
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)
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english_sequence = custom_question
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else:
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return None
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with open(log_file, "a") as log:
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log.write(f"English prompt : {english_sequence}")
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# Call model
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log.write("Calling model")
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output = pipe(
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inputs={
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"english_sequence": english_sequence,
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}
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)
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log.write(f"Output : {output}")
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return output
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# --- Gradio Interface ---
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css = """
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submit_btn = gr.Button("Run Query", variant="primary")
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with gr.Row():
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output = gr.Textbox(label="Output Text", lines=6)
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submit_btn.click(
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run_chatnt,
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inputs=[input_file, custom_question],
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outputs=output,
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)
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gr.Markdown("""
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**Note:** Your question **must** include the `<DNA>` token if needed for multiple sequences. Example if your FASTA file contains two sequences : "Does the sequence <DNA> contain a donor splice site? And the sequence <DNA> ?"
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""")
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with gr.Accordion("Logs", open=True):
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