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Runtime error
| import streamlit as st | |
| PATH_PLOTS = "./plots" | |
| LANGUAGES = { | |
| "Arabic": "ar", | |
| "Basque": "eu", | |
| "Bengali": "bn", | |
| "Catalan": "ca", | |
| "Chinese": "zh", | |
| "English": "en", | |
| "French": "fr", | |
| "Hindi": "hi", | |
| "Indonesian": "id", | |
| "Portuguese": "pt", | |
| "Spanish": "es", | |
| "Urdu": "ur", | |
| "Vietnamese": "vi", | |
| } | |
| FILTERS = [ | |
| "number of words", | |
| "character repetition ratio", | |
| "word repetition ratio", | |
| "special character ratio", | |
| "closed class word ratio", | |
| "flagged word ratio", | |
| "perplexity score", | |
| ] | |
| class Visualization: | |
| def __init__(self): | |
| pass | |
| def set_title(self): | |
| st.title("Visualization of the distributions of the filter values for the BigScience Corpus") | |
| def choose_language(self): | |
| chosen_language = st.sidebar.selectbox( | |
| "Language", | |
| options=list(LANGUAGES.keys()), | |
| index=5 # English | |
| ) | |
| self.chosen_language = LANGUAGES[chosen_language] | |
| def choose_filter(self): | |
| chosen_filter = st.sidebar.selectbox( | |
| "Filter on the", | |
| options=FILTERS, | |
| index=0 | |
| ) | |
| self.chosen_filter = chosen_filter.replace(" ", "_") | |
| def display_plot(self): | |
| path_image = f"{PATH_PLOTS}/{self.chosen_language}_{self.chosen_filter}.png" | |
| col1, col2, col3 = st.columns([1,6,1]) | |
| with col1: | |
| st.write("") | |
| with col2: | |
| st.image(path_image) | |
| with col3: | |
| st.write("") | |
| def visualization(self): | |
| self.set_title() | |
| self.choose_language() | |
| self.choose_filter() | |
| self.display_plot() | |
| if __name__ == "__main__": | |
| st.set_page_config(layout="wide") | |
| visualization = Visualization() | |
| visualization.visualization() | |