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Browse files- .gitattributes +2 -0
- .gitignore +3 -0
- app.py +40 -0
.gitattributes
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@@ -32,3 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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models/ptb.biaffine.dep.roberta filter=lfs diff=lfs merge=lfs -text
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models/ptb.biaffine.dep.lstm.char filter=lfs diff=lfs merge=lfs -text
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.gitignore
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.idea
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notebooks/.ipynb_checkpoints
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*.DS*
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app.py
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import gradio as gr
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from pathlib import Path
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from supar import Parser
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from spacy import displacy
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from spacy.tokens import Doc, Span
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import spacy
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proj_dir = Path(__file__).parent
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model_choices = [str(model.name) for model in (proj_dir / 'models').glob('*')][::-1]
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def sentence_diagram(model_name, text, progress=gr.Progress(track_tqdm=True)):
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parser = Parser.load(f'./models/{model_name}')
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Span.set_extension("con_tree", getter=lambda x: parser.predict([i.text for i in x], verbose=False)[0], force=True)
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nlp = spacy.load('en_core_web_sm')
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doc = nlp(text)
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options = {"compact": False, "color": "Red", 'collapse_punct': True, 'collapse_phrases': False,
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'split_sentences': True}
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html = displacy.render(doc, style="dep", options=options, page=True)
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return html
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with gr.Blocks() as demo:
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with gr.Tab("Sentence Diagrams"):
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model_name = gr.Dropdown(choices=model_choices, label='Model Name')
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text_in = gr.Textbox(label='Sentence(s) to diagram', value='This is a test')
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button = gr.Button('Run!')
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html_out = gr.HTML()
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with gr.Tab("Brother Hill Tribute"):
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gr.Markdown("""To Bro Hill""")
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button.click(sentence_diagram,
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inputs=[model_name, text_in],
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outputs=html_out)
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if __name__ == '__main__':
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demo.queue().launch(show_error=True)
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