import pandas as pd
import plotly.express as px
import json
import geopandas as gpd
import folium
import streamlit as st

st.set_page_config(layout="wide")
st.title('Carte')
# Specify the path to your GeoJSON file
geojson_file_path = 'BNDA_TGO_2017-06-29_lastupdate.geojson'
geojson_data = json.load(open(geojson_file_path, "r"))
# Read the GeoJSON file using geopandas
gdf = gpd.read_file(geojson_file_path)


gdf_merged_q = pd.read_csv('merged_q.csv')


geojson = {'type': 'FeatureCollection',
 'features': [{'id': '0',
   'type': 'Feature',
   'properties': {'db_c4f0x.hsu_g8ant.salb_togo_bnda_tgo_2017_06_29_lastupdate.fid': 15,
    'iso3cd': 'TGO',
    'cty_nm': 'Togo',
    'adm1nm': 'Maritime',
    'adm2nm': 'Bas-Mono',
    'adm1cd': 'TGO003',
    'adm2cd': 'TGO003007',
    'globalid': '{CEF00E05-80F7-4976-9C56-0D4402A6837F}',
    'quartier': 'Bas-Mono',
    'scores': 3.5,
    'quartier_id': 1},
   'geometry': {'type': 'Polygon',
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   'bbox': (0.7844071839999742,
    7.195715059000008,
    1.1549917959999902,
    7.877298629999984)}],
 'bbox': (-0.07330905899999607,
  6.1779967260000035,
  1.8084193070000083,
  11.076537702999985)}

fig = px.choropleth_mapbox(gdf_merged_q, 
                          geojson=geojson,
                           locations=gdf_merged_q.index,
                           color='scores',
                           mapbox_style="carto-positron",
                           title="Scores de Propreté Pour Les Préfectures Du Togo",
                           hover_name="adm2nm",
                           color_continuous_scale="Viridis"
                          )
fig.update_layout(margin={'r':0, 't':0, "l": 0, 'r': 0})
fig.show()

st.plotly_chart(fig)