hunk.code_window:         To cache data, use `st.cache_data` instead.
           Learn more about caching at [https://docs.streamlit.io/library/advanced-features/caching](https://docs.streamlit.io/library/advanced-features/caching)
           Parameters
           ----------
           func : callable
  
hunk.labels: keep replace replace keep keep keep keep
hunk.after_edit:         To cache data, use ``st.cache_data`` instead. Learn more about caching at
           https://docs.streamlit.io/library/advanced-features/caching.
  
hunk.file_path: lib/streamlit/runtime/caching/cache_resource_api.py
hunk.type: replace
file: # 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.
  
  import altair as alt
  import numpy as np
  import pandas as pd
  
  import streamlit as st
  
  alt.themes.enable("streamlit")
  
  np.random.seed(0)
  
  data = np.random.randn(200, 3)
  df = pd.DataFrame(data, columns=["a", "b", "c"])
  chart = alt.Chart(df).mark_circle().encode(x="a", y="b", size="c", color="c")
  
  st._arrow_altair_chart(chart, theme=None)
  