vcdemy/2022_space_apps

1import pandas as pd2import folium3import gradio as gr4 5df_sw = pd.read_csv('tundra_swan.csv', parse_dates=['TimeStamp'])6df_co2 = pd.read_csv('co2.csv', parse_dates=['start_date','end_date'])7 8df_sw = df_sw.set_index('TimeStamp')9df_co2 = df_co2.set_index('start_date')10 11months = []12for i in range(2008, 2013):13    for j in range(1, 13):14        if i==2008:15            if j < 7:16                continue17        elif i==2012:18            if j > 7:19                break20        months.append(f"{i}-{j:02}")21 22def map(odate):23    m = folium.Map([50, -120], zoom_start=3)24    for index, row in df_sw[odate].iterrows():25      folium.CircleMarker([row['latitude'], row['longitude']],26                          popup=row['description'], 27                          radius=10, 28                          fill=True,29                          color=row['color'], 30                          fill_color=row['color'],31                          fill_opacity=0.5,32                          opacity=0.5).add_to(m)33    for index, row in df_co2[odate].iterrows():34        folium.Marker([row['latitude'],row['longitude']], popup=f"Temp:{row['tair_int']}\nNee:{row['nee']}").add_to(m)35    # html = m.get_root().render()36    html = m._repr_html_()37    html = (38        ""39        + html40        + ""41    )42    return html43 44with gr.Blocks() as app:45    gr.Markdown("# Overseer")46    gr.Markdown("### Overseeing Bird Migration")47    gr.Markdown("Choose Year-Month from dropdown list, and wait patiently for the result to show on the map!")48    dropdown = gr.Dropdown(months, label="Choose Year-Month")49    html = gr.HTML()50    dropdown.change(map, dropdown, html)51 52app.launch()