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"""
Streamlit Cheat Sheet
App to summarise streamlit docs v0.81.0 for quick reference
There is also an accompanying png version
https://github.com/daniellewisDL/streamlit-cheat-sheet
v0.71.0 November 2020 Daniel Lewis and Austin Chen
"""
import streamlit as st
from pathlib import Path
import base64
# Initial page config
st.set_page_config(
page_title='Streamlit cheat sheet',
layout="wide",
initial_sidebar_state="expanded",
)
def main():
cs_sidebar()
cs_body()
return None
# Thanks to streamlitopedia for the following code snippet
def img_to_bytes(img_path):
img_bytes = Path(img_path).read_bytes()
encoded = base64.b64encode(img_bytes).decode()
return encoded
# sidebar
def cs_sidebar():
st.sidebar.header('Streamlit cheat sheet FTW')
st.sidebar.markdown('''
<small>Summary of the [docs](https://docs.streamlit.io/en/stable/api.html), as of [Streamlit v0.81.0](https://www.streamlit.io/).</small>
''', unsafe_allow_html=True)
st.sidebar.markdown('__How to install and import__')
st.sidebar.code('$ pip install streamlit')
st.sidebar.markdown('Import convention')
st.sidebar.code('>>> import streamlit as st')
st.sidebar.markdown('__Add widgets to sidebar__')
st.sidebar.code('''
st.sidebar.<widget>
>>> a = st.sidebar.radio(\\'R:\\',[1,2])
''')
st.sidebar.markdown('__Command line__')
st.sidebar.code('''
$ streamlit --help
$ streamlit run your_script.py
$ streamlit hello
$ streamlit config show
$ streamlit cache clear
$ streamlit docs
$ streamlit --version
''')
st.sidebar.markdown('__Pre-release features__')
st.sidebar.markdown('[Beta and experimental features](https://docs.streamlit.io/en/0.70.0/api.html#beta-and-experimental-features)')
st.sidebar.code('''
pip uninstall streamlit
pip install streamlit-nightly --upgrade
''')
st.sidebar.markdown('''[<img src='data:image/png;base64,{}' class='img-fluid' width=32 height=32>](https://github.com/daniellewisDL/streamlit-cheat-sheet) <small>st.cheat_sheet v0.81.0 | May 2021</small>'''.format(img_to_bytes("brain.png")), unsafe_allow_html=True)
return None
##########################
# Main body of cheat sheet
##########################
def cs_body():
# Magic commands
col1, col2, col3 = st.beta_columns(3)
col1.subheader('Magic commands')
col1.code('''# Magic commands implicitly `st.write()`
\\'\\'\\' _This_ is some __Markdown__ \\'\\'\\'
a=3
'dataframe:', data
''')
# Display text
col1.subheader('Display text')
col1.code('''
st.text('Fixed width text')
st.markdown('_Markdown_') # see *
st.latex(r\\'\\'\\' e^{i\\pi} + 1 = 0 \\'\\'\\')
st.write('Most objects') # df, err, func, keras!
st.write(['st', 'is <', 3]) # see *
st.title('My title')
st.header('My header')
st.subheader('My sub')
st.code('for i in range(8): foo()')
* optional kwarg unsafe_allow_html = True
''')
# Display data
col1.subheader('Display data')
col1.code('''
st.dataframe(my_dataframe)
st.table(data.iloc[0:10])
st.json({'foo':'bar','fu':'ba'})
''')
# Display charts
col1.subheader('Display charts')
col1.code('''
st.line_chart(data)
st.area_chart(data)
st.bar_chart(data)
st.pyplot(fig)
st.altair_chart(data)
st.vega_lite_chart(data)
st.plotly_chart(data)
st.bokeh_chart(data)
st.pydeck_chart(data)
st.deck_gl_chart(data)
st.graphviz_chart(data)
st.map(data)
''')
# Display media
col1.subheader('Display media')
col1.code('''
st.image('./header.png')
st.audio(data)
st.video(data)
''')
# Display interactive widgets
col2.subheader('Display interactive widgets')
col2.code('''
st.button('Hit me')
st.checkbox('Check me out')
st.radio('Radio', [1,2,3])
st.selectbox('Select', [1,2,3])
st.multiselect('Multiselect', [1,2,3])
st.slider('Slide me', min_value=0, max_value=10)
st.select_slider('Slide to select', options=[1,'2'])
st.text_input('Enter some text')
st.number_input('Enter a number')
st.text_area('Area for textual entry')
st.date_input('Date input')
st.time_input('Time entry')
st.file_uploader('File uploader')
st.color_picker('Pick a color')
''')
col2.write('Use widgets\\' returned values in variables:')
col2.code('''
>>> for i in range(int(st.number_input('Num:'))): foo()
>>> if st.sidebar.selectbox('I:',['f']) == 'f': b()
>>> my_slider_val = st.slider('Quinn Mallory', 1, 88)
>>> st.write(slider_val)
''')
# Control flow
col2.subheader('Control flow')
col2.code('''
st.stop()
''')
# Lay out your app
col2.subheader('Lay out your app')
col2.code('''
st.beta_container()
st.beta_columns(spec)
>>> col1, col2 = st.beta_columns(2)
>>> col1.subheader('Columnisation')
st.beta_expander('Expander')
>>> with st.beta_expander('Expand'):
>>> st.write('Juicy deets')
''')
# Display code
col2.subheader('Display code')
col2.code('''
st.echo()
>>> with st.echo():
>>> st.write('Code will be executed and printed')
''')
# Display progress and status
col3.subheader('Display progress and status')
col3.code('''
st.progress(progress_variable_1_to_100)
st.spinner()
>>> with st.spinner(text='In progress'):
>>> time.sleep(5)
>>> st.success('Done')
st.balloons()
st.error('Error message')
st.warning('Warning message')
st.info('Info message')
st.success('Success message')
st.exception(e)
''')
# Placeholders, help, and options
col3.subheader('Placeholders, help, and options')
col3.code('''
st.empty()
>>> my_placeholder = st.empty()
>>> my_placeholder.text('Replaced!')
st.help(pandas.DataFrame)
st.get_option(key)
st.set_option(key, value)
st.set_page_config(layout='wide')
''')
# Mutate data
col3.subheader('Mutate data')
col3.code('''
DeltaGenerator.add_rows(data)
>>> my_table = st.table(df1)
>>> my_table.add_rows(df2)
>>> my_chart = st.line_chart(df1)
>>> my_chart.add_rows(df2)
''')
# Optimize performance
col3.subheader('Optimize performance')
col3.code('''
@st.cache
>>> @st.cache
... def foo(bar):
... # Mutate bar
... return data
>>> # Executes d1 as first time
>>> d1 = foo(ref1)
>>> # Does not execute d1; returns cached value, d1==d2
>>> d2 = foo(ref1)
>>> # Different arg, so function d1 executes
>>> d3 = foo(ref2)
''')
return None
# Run main()
if __name__ == '__main__':
main() |