import streamlit as st
from langchain_pipeline import pipeline, model_names

st.title("Canarie AI Prototype")
st.subheader("Finding the canarie in the coal mine")

model_name = st.selectbox(
    "Model",
    model_names())

balance_type = st.selectbox(
    "Do you charge on available balance or ledger balance?",
    ["available balance", "ledger balance"]
)

apsn_transactions = st.selectbox(
    "Do you charge for APSN transactions?",
    ["yes", "no"]
)

max_fees_per_day = st.number_input(
    "How many overdraft fees per day can be charged?",
    min_value=0, max_value=10, value=3
)

min_overdrawn_fee = st.number_input(
    "What is the minimum amount overdrawn to incur a fee?",
    min_value=0, value=50
)

min_transaction_overdraft = st.number_input(
    "What is the minimum transaction amount to trigger an overdraft?",
    min_value=0, value=25
)

uploaded_file = st.file_uploader("Choose a file")
if uploaded_file is not None:
    diff = ""
    with st.spinner('Please wait ...'):
        try:
           diff = pipeline(
    uploaded_file,
    model_name,
    balance_type,
    apsn_transactions,
    max_fees_per_day,
    min_overdrawn_fee,
    min_transaction_overdraft
)
            )
        except Exception as e:
            st.exception(e)

    diff_lines = diff.split("\n")

    styled_diff = """
    <style>
    body {
        font-family: 'Times New Roman', serif;
        line-height: 1.5;
    }
    .diff {
        margin: 10px 0;
        padding: 5px;
    }
    .add {
        color: green;
    }
    .remove {
        color: red;
    }
    </style>
    <div>
    """
    for line in diff_lines:
        if line.startswith('+'):
            styled_diff += f'<div class="diff add">{line}</div>'
        elif line.startswith('-'):
            styled_diff += f'<div class="diff remove">{line}</div>'
        else:
            styled_diff += f'<div class="diff">{line}</div>'
    styled_diff += "</div>"

    st.markdown(styled_diff, unsafe_allow_html=True)

st.markdown("The key changes are:")