| import streamlit as st | |
| from aggregator import get_articles_sentiment | |
| st.title("Real time financial news fast sentiment") | |
| st.subheader("Using finTinyBert") | |
| with st.form("my_form"): | |
| ticker = st.text_input("Insert the company ticker") | |
| submitted = st.form_submit_button("Submit") | |
| col1, col2 = st.columns(2) | |
| if submitted: | |
| st.write("You chose", ticker) | |
| with st.spinner("Waiting for APIs"): | |
| results = get_articles_sentiment(ticker, "Andreagus/fin_tinyBert_32") | |
| with col1: | |
| st.text("Benzinga news provider") | |
| if results['bezinga']['bezinga_articles'] == 0: | |
| st.text('Benzinga returned 0 articles') | |
| else: | |
| st.json(results['benzinga'], expanded=False) | |
| st.text("finhub news provider") | |
| if results['finhub']['finhub_articles'] == 0: | |
| st.text('finhub returned 0 articles') | |
| else: | |
| st.json(results['finhub'], expanded=False) | |
| st.text("Newsapi news provider") | |
| if results['newsapi']['newsapi_articles'] == 0: | |
| st.text('newsapi returned 0 articles') | |
| else: | |
| st.json(results['newsapi'], expanded=False) | |
| st.text('Newsdata news provider') | |
| if results['newsdata']['newsdata_articles'] == 0: | |
| st.text('newsdata returned 0 articles') | |
| else: | |
| st.json(results['newsdata'], expanded=False) | |
| st.text("Vantage news provider") | |
| if results['vantage']['vantage_articles'] == 0: | |
| st.text('vantage returned 0 articles') | |
| else: | |
| st.json(results['vantage'], expanded=False) | |
| with col2: | |
| st.text("Summary results") | |
| st.metric("Total articles", results['total_articles']) | |
| st.metric("Total positive articles", results['total_positives']) | |
| st.metric("Total negative articles", results['total_negatives']) | |