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Oliver12315
commited on
Commit
•
d0ebf51
1
Parent(s):
300b042
test persistent mount
Browse files
app.py
CHANGED
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import gradio as gr
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import pandas as pd
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import matplotlib.pyplot as plt
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from Prediction import *
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import os
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from datetime import datetime
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examples =
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"We thank you personally for the trust you are putting in us and our company.",
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"I wear it everyday and am very happy with it!",
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"We are so grateful for our everyday heroes who never cease to amaze us!"
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]
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device = torch.device('cpu')
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tokenizer = BertTokenizer.from_pretrained("Oliver12315/Brand_Tone_of_Voice")
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outputs.append(output_path)
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return outputs
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my_theme = gr.Theme.from_hub("JohnSmith9982/small_and_pretty")
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with gr.Blocks(theme=my_theme, title='Brand_Tone_of_Voice_demo') as demo:
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<h5 style="margin: 0;">If you like our project, please give us a star ✨ on Github for the latest update.</h5>
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<div style="display: flex; justify-content: center; align-items: center; text-align: center;>
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<a href="https://arxiv.org/abs/xx.xx"><img src="https://img.shields.io/badge/Arxiv-xx.xx-red"></a>
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<a href='https://huggingface.co/spaces/Oliver12315/
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<a href='https://github.com'><img src='https://img.shields.io/badge/Github-Code-blue'></a>
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</div>
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</div>
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</div>
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""")
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...
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"""
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gr.DataFrame(label='Csv input format:',
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value=[[i, examples[i]] for i in range(len(examples))],
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headers=["index", "content"],
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datatype=["number","str"],
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interactive=False
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)
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with gr.Tab("Readme"):
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gr.Markdown(
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"""
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# Paper Name
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# Authors
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+ First author
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+ Corresponding author
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# Detailed Information
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...
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"""
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)
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demo.launch()
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import gradio as gr
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import pandas as pd
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from Prediction import *
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import os
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from datetime import datetime
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import re
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import json
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persistent_path = "/data"
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os.environ['HF_HOME'] = os.path.join(persistent_path, ".huggingface")
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user_input_path = os.path.join(persistent_path, 'user.jsonl')
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examples = []
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if os.path.exists("assets/examples.txt"):
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with open("assets/examples.txt", "r", encoding="utf8") as file:
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for sentence in file:
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sentence = sentence.strip()
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examples.append(sentence)
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else:
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examples = [
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"Games of the imagination teach us actions have consequences in a realm that can be reset.",
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"But New Jersey farmers are retiring and all over the state, development continues to push out dwindling farmland.",
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"He also is the Head Designer of The Design Trust so-to-speak, besides his regular job ..."
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]
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device = torch.device('cpu')
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tokenizer = BertTokenizer.from_pretrained("Oliver12315/Brand_Tone_of_Voice")
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outputs.append(output_path)
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return outputs
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def check_save(fname, lname, cnum, email, oname, position):
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errors = []
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valid_vars = {}
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if not fname.strip() or not lname.strip():
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errors.append("Name cannot be empty")
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elif fname.isdigit() or lname.isdigit():
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errors.append("Name cannot be purely numerical")
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else:
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valid_vars["fname"] = fname
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valid_vars["lname"] = lname
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valid_vars["cnum"] = ''
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if cnum:
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if not cnum.isdigit():
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errors.append("The phone number must be a pure number")
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else:
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valid_vars["cnum"] = cnum
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if not email.strip():
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errors.append("Email cannot be empty")
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elif not re.match(r'^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$', email):
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errors.append("Incorrect email format")
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else:
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valid_vars["email"] = email
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if not oname.strip():
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errors.append("Organization name cannot be empty")
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elif oname.isdigit():
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errors.append("Organization cannot be purely numerical")
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else:
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valid_vars["oname"] = oname
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valid_vars["position"] = ''
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if position:
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if position.isdigit():
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errors.append("Position in your company cannot be purely numerical")
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else:
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valid_vars["position"] = position
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if errors:
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return errors
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current_time = datetime.now()
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formatted_time = current_time.strftime("%Y_%m_%d_%H_%M_%S")
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valid_vars['time'] = formatted_time
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with open(user_input_path, 'a+', encoding="utf8") as file:
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file.write(json.dumps(valid_vars)+"\n")
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records = {}
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with open(user_input_path, 'r', encoding="utf8") as file:
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for line in file:
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line = line.strip()
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dct = json.loads(line)
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records[dct['time']] = dct
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return records
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my_theme = gr.Theme.from_hub("JohnSmith9982/small_and_pretty")
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with gr.Blocks(theme=my_theme, title='Brand_Tone_of_Voice_demo') as demo:
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<h5 style="margin: 0;">If you like our project, please give us a star ✨ on Github for the latest update.</h5>
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<div style="display: flex; justify-content: center; align-items: center; text-align: center;>
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<a href="https://arxiv.org/abs/xx.xx"><img src="https://img.shields.io/badge/Arxiv-xx.xx-red"></a>
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<a href='https://huggingface.co/spaces/Oliver12315/Brand_Tone_of_Voice_demo'><img src='https://img.shields.io/badge/Project_Page-Oliver12315/Brand_Tone_of_Voice_demo' alt='Project Page'></a>
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<a href='https://github.com'><img src='https://img.shields.io/badge/Github-Code-blue'></a>
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</div>
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</div>
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</div>
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""")
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debug_tb = gr.Textbox(label="Persistent: ", type='text')
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with gr.Column(visible=True) as regis:
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gr.Markdown("# Welcome to BTV! Please fill out the form below to continue.\nI’m assuming that you mention somewhere that this project/research is conducted by the University of Manchester/AMBS. By ticking this box, I consent to be approached by the research team of the University of Manchester.")
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with gr.Column(variant='panel'):
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fname_tb = gr.Textbox(label="First Name: ", type='text')
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lname_tb = gr.Textbox(label="Last Name: ", type='text')
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email_tb = gr.Textbox(label="Email: ", type='email')
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cnum_tb = gr.Textbox(label="Contact: (Optional)", type='text')
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oname_tb = gr.Textbox(label="Organization name: ", type='text')
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position_tb = gr.Textbox(label="Positions in your company: (Optional)", type='text')
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error_box = gr.HTML(value="", visible=False)
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submit_btn = gr.Button("Click here to start if you have fullfill all the item!")
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with gr.Row(visible=False) as mainrow:
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with gr.Tab("Single Sentence"):
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with gr.Row():
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tbox_input = gr.Textbox(label="Input",
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info="Please input a sentence here:")
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gr.Markdown("""
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# Detailed information about our model:
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...
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""")
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tab_output = gr.DataFrame(label='Predictions:',
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headers=["Label", "Probability"],
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datatype=["str", "number"],
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interactive=False)
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with gr.Row():
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button_ss = gr.Button("Submit", variant="primary", visible=False)
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button_ss.click(fn=single_sentence, inputs=[tbox_input], outputs=[tab_output])
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gr.ClearButton([tbox_input, tab_output])
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gr.Examples(
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examples=examples,
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inputs=tbox_input,
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examples_per_page=len(examples)
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)
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with gr.Tab("Csv File"):
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with gr.Row():
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csv_input = gr.File(label="CSV File:",
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file_types=['.csv'],
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file_count="single"
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)
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csv_output = gr.File(label="Predictions:")
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with gr.Row():
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button_cf = gr.Button("Submit", variant="primary", visible=False)
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button_cf.click(fn=csv_process, inputs=[csv_input], outputs=[csv_output])
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gr.ClearButton([csv_input, csv_output])
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gr.Markdown("## Examples \n The incoming CSV must include the ``content`` field, which represents the text that needs to be predicted!")
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gr.DataFrame(label='Csv input format:',
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value=[[i, examples[i]] for i in range(len(examples))],
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headers=["index", "content"],
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datatype=["number","str"],
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interactive=False
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)
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with gr.Tab("Readme"):
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gr.Markdown(
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"""
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# Paper Name
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# Authors
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+ First author
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+ Corresponding author
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# Detailed Information
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...
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"""
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)
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def submit(*user_input):
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res = check_save(*user_input)
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if isinstance(res, list):
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return {
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error_box: gr.HTML(
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value=f"""
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<div style="display: flex; justify-content: center; align-items: center; text-align: center;">
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<div>
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<p style="color:red;">{"; ".join(res)}</p>
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</div>
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</div>
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""",
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visible=True)
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}
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else:
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return {
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mainrow: gr.Row(visible=True),
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regis: gr.Row(visible=False),
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error_box: gr.HTML(visible=False),
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debug_tb: gr.Textbox(value=json.dumps(res), type='text', visible=True)
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}
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submit_btn.click(
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submit,
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[fname_tb, lname_tb, cnum_tb, email_tb, oname_tb, position_tb],
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[mainrow, regis, error_box, debug_tb],
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)
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demo.launch()
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