Created
April 19, 2022 17:49
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Streamlit pydeck layers
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import streamlit as st | |
import pandas as pd | |
import pydeck as pdk | |
view_state = pdk.ViewState(latitude=32, | |
longitude=35, | |
zoom=7, | |
pitch=0) | |
d1 = {'lon': [35, 35.1], 'lat': [32.5, 32.6], 'name':['meA', 'meB'], 'prec':[100,300], 'temp':[10,30], 'elevationValue':[100,300]} | |
df_map1 = pd.DataFrame(data=d1) | |
tooltip = { | |
"html": | |
"<b>Name:</b> {name} <br/>" | |
"<b>Rain:</b> {prec} mm<br/>", | |
"style": { | |
"backgroundColor": "steelblue", | |
"color": "black", | |
} | |
} | |
slayer = pdk.Layer( | |
type='ScatterplotLayer', | |
data=df_map1, | |
get_position=["lon", "lat"], | |
get_color=["255-temp*3", "31+temp*2", "31+temp*3"], | |
get_line_color=[0, 0, 0], | |
get_radius=1750, | |
pickable=True, | |
onClick=True, | |
filled=True, | |
line_width_min_pixels=10, | |
opacity=2, | |
) | |
layert1 = pdk.Layer( | |
type="TextLayer", | |
data=df_map1, | |
pickable=False, | |
get_position=["lon", "lat"], | |
get_text="name", | |
get_size=3000, | |
sizeUnits='meters', | |
get_color=[0, 0, 0], | |
get_angle=0, | |
# Note that string constants in pydeck are explicitly passed as strings | |
# This distinguishes them from columns in a data set | |
getTextAnchor= '"middle"', | |
get_alignment_baseline='"bottom"' | |
) | |
pp = pdk.Deck( | |
initial_view_state=view_state, | |
map_provider='mapbox', | |
map_style=pdk.map_styles.SATELLITE, | |
layers=[ | |
slayer, | |
layert1, | |
], | |
tooltip=tooltip | |
) | |
deckchart = st.pydeck_chart(pp) |
Author
asehmi
commented
Apr 19, 2022
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