summarization/ui_summarize.py

import gradio as gr
import pandas as pd
import os

from traitlets import default
from utilities import constants
from summarization import summarization
from translators import translate_pdf_to_text

sample=""

def Summary(code, samples):
    sum_messages,sum_text = summarization.SummarizeCompletion(code,sample)
    df = pd.DataFrame(sum_messages) 
    return sum_text,df

def InitDF():
    global summaryDF
    summaryDF=pd.DataFrame({"role": [""], "content": [""] })

def UpdateWithSample(newSample):
    global sample
    sample=newSample
    if newSample=="None":
        sample = ""
    print("Sample: ",sample)

def UpdateWithExample(newExample):
    fileName=newExample.replace(" ","_").lower()
    if os.path.exists(f"{constants.TXT_PREFIX}{fileName}.txt"):
        with open(f"{constants.TXT_PREFIX}{fileName}.txt", 'r') as file:
            return file.read()
    else:
        return translate_pdf_to_text.PreparePDF(f"{constants.PDF_PREFIX}{fileName}")

with gr.Blocks() as ui:
    label = gr.Label(show_label=False, value=constants.SUMMARIZATION, container=False)
    with gr.Row():
        with gr.Column():
            gr.Markdown(constants.PURPOSE_MD)
            gr.Markdown(constants.SUMMARY_PURPOSE)
        with gr.Column():
            gr.Markdown(constants.DIRECTIONS_MD)
            gr.Markdown(value=constants.SUMMARY_DIRECTIONS)
    #gr.Markdown(constants.SUMMARY_MD_SUBHEAD)        
    with gr.Row():
        with gr.Column():
            code=gr.Textbox(label=constants.ORIGINAL_DOC, interactive=True, placeholder=constants.SUMMARY_MD_DIRECTIONS, lines=3)
        with gr.Column():
            summary=gr.Textbox(label=constants.SUMMARY, value="",lines=3)
    gr.Markdown(constants.CODE_DOC_EXAMPLES_MD)
    with gr.Row():
        examples = gr.Radio([constants.EX_1, constants.EX_2, constants.EX_3, constants.EX_4, constants.EX_7, constants.EX_8],
                             show_label=False, info=constants.SUMMARIZE_INFO)
    gr.Markdown(constants.CODE_LANG_SAMPLES_MD)
    with gr.Row():
        samples = gr.Radio([constants.SAMPLE_1, constants.SAMPLE_2, constants.SAMPLE_3, constants.SAMPLE_4, constants.SAMPLE_5,],
                             show_label=False, info=constants.TRANSLATION_INFO)
    with gr.Row():
        summarize=gr.Button(value=constants.SUMMARIZE, variant="primary")
    with gr.Row():
        summaryDF=gr.DataFrame(type="pandas", value=pd.DataFrame({"role": [""], "content": [""] }),
                               wrap=True, show_label=False, label=constants.OPENAI_LOG)
    summarize.click(Summary, inputs=[code,samples], outputs=[summary,summaryDF])
    examples.input(UpdateWithExample,inputs=[examples], outputs=[code])
    samples.input(UpdateWithSample,inputs=[samples])
    InitDF()