This component displays Deephaven widgets within Streamlit.

1. In a new folder, set up your Streamlit environment and install the streamlit-deephaven package:

python -m venv .venv
source .venv/bin/activate
pip install streamlit-deephaven

2. Create your first deephaven application, named deephaven_app.py:

import streamlit as st
from streamlit_deephaven import start_server, display_dh

# Start the Deephaven server. You must start the server before running any Deephaven operations.
start_server()

st.subheader("Streamlit Deephaven")

# Create a simple table.
from deephaven import empty_table
t = empty_table(1000).update(["x=i", "y=x * x"])

# Display the table.
display_dh(t)

3. Run the streamlit application:

streamlit run deephaven_app.py

By default, the Deephaven server is located at http://localhost:{port}, where {port} is the port set in the Deephaven server creation call. If the server is not there, such as when running Streamlit in a Docker container, modify the DEEPHAVEN_ST_URL environmental variable to the correct URL before calling display_dh.

import os
os.environ["DEEPHAVEN_ST_URL"] = "http://localhost:1234"

For more information on running Streamlit, see the Streamlit documentation.

See development guide for instructions on how to develop this package.