Streamlit component for Let's-Plot visualization library

Related tags

Data Visualization kotlin python dataviz jetbrains data-visualization
Overview

streamlit-letsplot

Streamlit App

This is a work-in-progress, providing a convenience function to plot charts from the Lets-Plot visualization library.

Example usage

import streamlit as st
from streamlit_letsplot import st_letsplot
import numpy as np
import lets_plot
from lets_plot import *

np.random.seed(12)
data = dict(
    cond=np.repeat(['A','B'], 200),
    rating=np.concatenate((np.random.normal(0, 1, 200), np.random.normal(1, 1.5, 200)))
)

a = ggplot(data, aes(x='rating', fill='cond')) + ggsize(500, 250) \
+ geom_density(color='dark_green', alpha=.7) + scale_fill_brewer(type='seq') \
+ theme(axis_line_y='blank')

# plots any Let's Plot visualization object
st_letsplot(a)

st_letsplot

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Comments
  • generateStaticHtmlPage() Exception

    generateStaticHtmlPage() Exception

    Already mentioned in issue #7.

    I am still getting the following error when using st_letsplot: generateStaticHtmlPage() - Exception: Trying to access top level value not marked as @ThreadLocal or @SharedImmutable from non-main thread

    Is there a workaround? Are there several methods gnerating the html page? Or is it a bug in streamlit or lets-plot?

    opened by schakalakka 4
  • KeyError if there is no ggsize

    KeyError if there is no ggsize

    If I have a plot without ggsize like lp.ggplot(df, lp.aes(x='foo, y='bar')) + lp.geom_bar() then streamlit_letsplot throws an KeyError: 'ggsize' with a throwsback to File "C:\ProgramData\Anaconda3\envs\efleets39\lib\site-packages\streamlit_letsplot\__init__.py", line 24, in st_letsplot height=plot_dict["ggsize"]["height"]

    Solution: Adding lp.ggsize(500, 250) to the plot works.

    opened by schakalakka 4
Releases(v0.0.3)

  • v0.0.3(Nov 3, 2022)

    What's Changed

    • dealing with missing ggsize by @schakalakka in https://github.com/randyzwitch/streamlit-letsplot/pull/9

    New Contributors

    • @schakalakka made their first contribution in https://github.com/randyzwitch/streamlit-letsplot/pull/9

    Full Changelog: https://github.com/randyzwitch/streamlit-letsplot/compare/v0.0.2...v0.0.3

    Source code(tar.gz)
    Source code(zip)

  • v0.0.2(May 27, 2021)

  • v0.0.1(May 27, 2021)

Owner
Randy Zwitch
Head of Developer Relations at Streamlit. Julia enthusiast, R and Python developer
Randy Zwitch
GitHub https://share.streamlit.io/randyzwitch/streamlit-letsplot/examples/streamlit_app.py
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