src/pages/98_Load_Data copy.py

import streamlit as st

from config import DEFAULT_ICON
from shared_page import common_page_config

from dbt_data_client import get_db_conn, run_dbt_build, get_current_tables


def get_page():
    page_title = "Data Loader - dbt"
    st.set_page_config(page_title=page_title, page_icon=DEFAULT_ICON, layout="wide")
    common_page_config()
    st.title(page_title)

    with get_db_conn() as duckdb_conn:
        current_tables_list = get_current_tables(duckdb_conn)

    if st.button("Refresh Data"):
        run_dbt_build()

    if selected_table := st.selectbox("Describe a table:", current_tables_list, index=0):
        with get_db_conn() as duckdb_conn:
            describe_df = duckdb_conn.sql(f"DESCRIBE {selected_table}").df()
        st.dataframe(
            describe_df,
            hide_index=True,
            use_container_width=True,
        )

        if st.checkbox("Explore data"):
            with get_db_conn() as duckdb_conn:
                st.dataframe(duckdb_conn.sql(f"SELECT * FROM {selected_table} LIMIT 50").df())


if __name__ == "__main__":
    get_page()