Anne31415 commited on
Commit
2528cd8
1 Parent(s): 41886e6

Create app.py

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Files changed (1) hide show
  1. app.py +52 -0
app.py ADDED
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+ import streamlit as st
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+ import pandas as pd
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+
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+ st.set_page_config(layout="centered")
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+
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+ @st.cache_data(show_spinner=False)
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+ def load_data(file_path):
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+ dataset = pd.read_csv(file_path)
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+ return dataset
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+
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+
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+ @st.cache_data(show_spinner=False)
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+ def split_frame(input_df, rows):
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+ df = [input_df.loc[i : i + rows - 1, :] for i in range(0, len(input_df), rows)]
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+ return df
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+
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+
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+ file_path = st.file_uploader("Select CSV file to upload", type=["csv"])
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+ if file_path:
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+ dataset = load_data(file_path)
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+ top_menu = st.columns(3)
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+ with top_menu[0]:
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+ sort = st.radio("Sort Data", options=["Yes", "No"], horizontal=1, index=1)
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+ if sort == "Yes":
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+ with top_menu[1]:
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+ sort_field = st.selectbox("Sort By", options=dataset.columns)
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+ with top_menu[2]:
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+ sort_direction = st.radio(
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+ "Direction", options=["⬆️", "⬇️"], horizontal=True
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+ )
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+ dataset = dataset.sort_values(
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+ by=sort_field, ascending=sort_direction == "⬆️", ignore_index=True
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+ )
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+ pagination = st.container()
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+
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+ bottom_menu = st.columns((4, 1, 1))
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+ with bottom_menu[2]:
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+ batch_size = st.selectbox("Page Size", options=[25, 50, 100])
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+ with bottom_menu[1]:
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+ total_pages = (
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+ int(len(dataset) / batch_size) if int(len(dataset) / batch_size) > 0 else 1
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+ )
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+ current_page = st.number_input(
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+ "Page", min_value=1, max_value=total_pages, step=1
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+ )
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+ with bottom_menu[0]:
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+ st.markdown(f"Page **{current_page}** of **{total_pages}** ")
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+
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+
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+
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+ pages = split_frame(dataset, batch_size)
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+ pagination.dataframe(data=pages[current_page - 1], use_container_width=True)