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You're reading from  Streamlit for Data Science - Second Edition

Product typeBook
Published inSep 2023
Reading LevelBeginner
PublisherPackt
ISBN-139781803248226
Edition2nd Edition
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Author (1)
Tyler Richards
Tyler Richards
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Tyler Richards

Tyler Richards is a senior data scientist at Snowflake, working on a variety of Streamlit-related projects. Before this, he worked on integrity as a data scientist for Meta and non-profits like Protect Democracy. While at Facebook, he launched the first version of this book and subsequently started working at Streamlit, which was acquired by Snowflake early in 2022.
Read more about Tyler Richards

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Persistence with Session State

One of the most frustrating parts of the Streamlit operating model for developers starting out is the combination of two facts:

  1. By default, information is not stored across reruns of the app.
  2. On user input, Streamlits are rerun top-to-bottom.

These two facts make it difficult to make certain types of apps! This is best shown in an example. Let’s say that we want to make a to-do app that makes it easy for you to add items to your to-do list. Adding user input in Streamlit is really simple, so we can create one quickly in a new file called session_state_example.py that looks like the following:

import streamlit as st
st.title('My To-Do List Creator')
my_todo_list = ["Buy groceries", "Learn Streamlit", "Learn Python"]
st.write('My current To-Do list is:', my_todo_list)
new_todo = st.text_input("What do you need to do?")
if st.button('Add the new To-Do...
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Streamlit for Data Science - Second Edition
Published in: Sep 2023Publisher: PacktISBN-13: 9781803248226

Author (1)

author image
Tyler Richards

Tyler Richards is a senior data scientist at Snowflake, working on a variety of Streamlit-related projects. Before this, he worked on integrity as a data scientist for Meta and non-profits like Protect Democracy. While at Facebook, he launched the first version of this book and subsequently started working at Streamlit, which was acquired by Snowflake early in 2022.
Read more about Tyler Richards