app.py

import io
import jiwer
import gradio as gr

import sys
from contextlib import contextmanager
@contextmanager
def switch_to_stdout():
  f = sys.stdout
  yield f

def ali(ref, hyp, col=80, remove_punc=False, file=None):
    if remove_punc:
      tr2 = str.maketrans(
          '，　？．｀％（）⋯',
          '，　？．｀％（）⋯', '，　？．｀％（）⋯。、',
      )
      ref = ref.translate(tr2)
      hyp = hyp.translate(tr2)
    out = jiwer.process_characters(ref, hyp)
    vis = jiwer.visualize_alignment(out)

    tr = str.maketrans(
        '0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz*, ?.’%()…|',
        "０１２３４５６７８９ＡＢＣＤＥＦＧＨＩＪＫＬＭＮＯＰＱＲＳＴＵＶＷＸＹＺａｂｃｄｅｆｇｈｉｊｋｌｍｎｏｐｑｒｓｔｕｖｗｘｙｚ＊，　？．｀％（）⋯｜",
    )


    visl = vis.splitlines()
    visl[1] = visl[1][:5] + visl[1][5:].translate(tr)
    visl[2] = visl[2][:5] + visl[2][5:].translate(tr)
    visl[3] = visl[3][:5] + visl[3][5:].translate(tr)

    # with switch_to_stdout() as f:
    if isinstance(file, io.StringIO):
        f = file
        for i in range(4, len(visl)):
            print(visl[i], file=f)

        for c in range(0, len(visl[1]), col):
            if c == 0:
                print(visl[1][c:c+col+5], file=f)
                print(visl[2][c:c+col+5], file=f)
                print(visl[3][c:c+col+5], file=f)
                print('', file=f)
            else:
                print("     "+visl[1][c+5:c+5+col], file=f)
                print("     "+visl[2][c+5:c+5+col], file=f)
                print("     "+visl[3][c+5:c+5+col], file=f)
                print('', file=f)
    else:
        with open(file, 'w') as f:
            for i in range(4, len(visl)):
                print(visl[i], file=f)

            for c in range(0, len(visl[1]), col):
                if c == 0:
                    print(visl[1][c:c+col+5], file=f)
                    print(visl[2][c:c+col+5], file=f)
                    print(visl[3][c:c+col+5], file=f)
                    print('', file=f)
                else:
                    print("     "+visl[1][c+5:c+5+col], file=f)
                    print("     "+visl[2][c+5:c+5+col], file=f)
                    print("     "+visl[3][c+5:c+5+col], file=f)
                    print('', file=f)
    return out

def process_ours(path):
    with open(path) as f:
        ours = f.read()
    print(ours)
    ours = [i.split('\u3000', maxsplit=1)[-1] for i in ours.splitlines()]
    print(ours)
    ours = ' '.join(ours)
    return ours

def process_theirs(path):
    with open(path) as f:
        theirs = f.read().splitlines()
    i = 0
    # print(theirs)
    while i < len(theirs):
        if theirs[i].startswith('會議記錄：'):
            break
        i+=1
    theirs = theirs[i+1:]
    transcript = ' '.join(theirs)
    # for i in range(0, len(theirs), 4):
    #     text = (theirs[i+2])
    #     transcript += text
    return transcript

def compare_transcripts(ours_file, theirs_file, remove_punc, number_box):
    ours = process_ours(ours_file)
    theirs = process_theirs(theirs_file)
    output = io.StringIO()
    ali(theirs.replace(' ', ''), ours.replace(' ', ''), remove_punc=remove_punc, file=output, col=int(number_box))
    return output.getvalue()

custom_css = """
textarea[data-testid="textbox"] {
  font-family: monospace !important;
}
"""

with gr.Blocks(title="Transcript Alignment Viewer",css=custom_css) as demo:
    gr.Markdown("## Transcript Alignment Viewer")
    gr.Markdown("上傳請確認你用的是 `不分段會議紀錄`")

    with gr.Row(equal_height=True):
        ours_file = gr.File(label="Our Transcript", file_types=[".txt"], scale=1)
        theirs_file = gr.File(label="Their Transcript", file_types=[".txt"], scale=1)

    with gr.Row():
        compare_btn = gr.Button("Generate Alignment", scale=1)
        remove_punc = gr.Checkbox(label="Remove Punctuation", scale=1)
        gr.Markdown("**Column size:**")
        number_box = gr.Textbox(show_label=False,value="80",max_lines=1,scale=1)

    output_text = gr.Textbox(
        label="Alignment Output",
        lines=30,
        max_lines=100,
        show_copy_button=True,
        interactive=False,
        elem_id="mono"
    )

    compare_btn.click(
        fn=compare_transcripts,
        inputs=[ours_file, theirs_file, remove_punc, number_box],
        outputs=output_text
    )

# demo.launch(
#     # css="""
#     # #output-box textarea {
#     #     font-family: monospace !important;
#     #     white-space: pre !important;
#     #     overflow-y: scroll;
#     #     height: 70vh !important;
#     # }
#     # """
# )


if __name__ == "__main__":
    demo.launch()