# Copyright (c) Streamlit Inc. (2018-2022) Snowflake Inc. (2022)
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from typing import Any, cast

import numpy as np
import pandas as pd
import pydeck as pdk

import streamlit as st

# Empty chart.

st.pydeck_chart()

# Basic chart.

np.random.seed(12345)

df = pd.DataFrame(
    cast(Any, np.random.randn(1000, 2) / [50, 50]) + [37.76, -122.4],
    columns=["lat", "lon"],
)

st.pydeck_chart(
    pdk.Deck(
        map_style="mapbox://styles/mapbox/light-v9",
        initial_view_state=pdk.ViewState(
            latitude=37.76,
            longitude=-122.4,
            zoom=11,
            pitch=50,
        ),
        layers=[
            pdk.Layer(
                "HexagonLayer",
                data=df,
                get_position="[lon, lat]",
                radius=200,
                elevation_scale=4,
                elevation_range=[0, 1000],
                pickable=True,
                extruded=True,
            ),
            pdk.Layer(
                "ScatterplotLayer",
                data=df,
                get_position="[lon, lat]",
                get_color="[200, 30, 0, 160]",
                get_radius=200,
            ),
        ],
    )
)
