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Create app.py
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app.py
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import gradio as gr
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from typing import List
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from utils import DbProcessor
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import os
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db_processor = DbProcessor()
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def get_data(
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smiles: str, iupac: str, name: str, inchl: str, inchl_key: str, return_fields: List[str]
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):
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smiles = smiles.strip()
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iupac = iupac.strip()
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name = name.strip()
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inchl = inchl.strip()
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inchl_key = inchl_key.strip()
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inputs = {
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"SMILES": smiles,
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"IUPAC": iupac,
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"NAME": name,
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"InChI": inchl,
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"InChIKey": inchl_key
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}
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count = 0
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query_type = None
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for k, v in inputs.items():
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if v:
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count += 1
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query_type = k
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if count == 0 or count > 1:
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return [f"For search, you should specify only one field, but you specified {count} fields"] * 5
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result_template = {
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'SMILES': "",
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'IUPAC': "",
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'InChI': "",
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'InChIKey': "",
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'synonyms': ""
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}
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try:
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result = db_processor.request_data(text_input=inputs[query_type], query_type=query_type, return_fields=return_fields)
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for key, value in result.items():
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if key in result_template:
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result_template[key] = value
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if "synonyms" in return_fields:
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result_template["synonyms"] = str(result["synonyms"])[1:-1]
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return [result_template['SMILES'], result_template['IUPAC'], result_template['synonyms'], result_template['InChI'], result_template['InChIKey']]
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except Exception as e:
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print(e)
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return ["Compound not found"] * 5
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main_interface = gr.Interface(
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fn=get_data,
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allow_flagging='never',
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inputs=[
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gr.Textbox(label="Search from SMILES", placeholder="Enter SMILES name here"),
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gr.Textbox(label="Search from IUPAC", placeholder="Enter IUPAC name here"),
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gr.Textbox(label="Search from trivial name", placeholder="Enter name here"),
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gr.Textbox(label="Search from InChI", placeholder="Enter InChI here"),
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gr.Textbox(label="Search from InChIKey", placeholder="Enter InChIKey here"),
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gr.CheckboxGroup(choices=["IUPAC", "SMILES", "InChI", "InChIKey", "synonyms"], label="Choose data fields to request")
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],
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outputs=[
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gr.Textbox(label="SMILES name"),
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gr.Textbox(label="IUPAC name"),
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gr.Textbox(label="Synonyms"),
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gr.Textbox(label="InChI"),
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gr.Textbox(label="InChIKey")
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],
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examples=[
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["", "", "(+)-PSI reagent", "", "", ["IUPAC", "SMILES", "InChI", "InChIKey", "synonyms"]],
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["CCCCO", "", "", "", "", ["IUPAC", "synonyms"]],
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["C[C@@H](C1=CC=C(C=C1)CC(C)C)C(=O)O", "", "", "", "", ["IUPAC", "SMILES", "InChI", "InChIKey", "synonyms"]],
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],
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theme=gr.themes.Base()
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)
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if __name__ == "__main__":
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main_interface.launch(share=True, auth=(os.getenv('user'), os.getenv('password')))
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