import base64 from typing import List, Tuple import streamlit as st from pandas.core.frame import DataFrame from PIL import Image from .configs import ColumnNames, SupportedFiles def get_col_indices(cols: List) -> Tuple[int, int]: """Ugly but works""" cols = [i.lower() for i in cols] try: label_index = cols.index(ColumnNames.LABEL.value) except: label_index = 0 try: text_index = cols.index(ColumnNames.TEXT.value) except: text_index = 0 return text_index, label_index @st.cache_data def get_logo(path: str) -> Image: return Image.open(path) @st.cache_data def read_file(uploaded_file) -> DataFrame: file_type = uploaded_file.name.split(".")[-1] read_fn = SupportedFiles[file_type].value[0] df = read_fn(uploaded_file) df = df.dropna() return df @st.cache_data def convert_df(df: DataFrame) -> bytes: # IMPORTANT: Cache the conversion to prevent computation on every rerun return df.to_csv(index=False, sep=";").encode("utf-8") def download_button(dataframe: DataFrame, name: str) -> None: csv = dataframe.to_csv(index=False) # some strings <-> bytes conversions necessary here b64 = base64.b64encode(csv.encode()).decode() href = f'Download' st.write(href, unsafe_allow_html=True)