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app.py
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| 1 |
+
"""
|
| 2 |
+
Streamlit Cheat Sheet
|
| 3 |
+
App to summarise streamlit docs v0.81.0 for quick reference
|
| 4 |
+
There is also an accompanying png version
|
| 5 |
+
https://github.com/daniellewisDL/streamlit-cheat-sheet
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| 6 |
+
v0.71.0 November 2020 Daniel Lewis and Austin Chen
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| 7 |
+
"""
|
| 8 |
+
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| 9 |
+
import streamlit as st
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| 10 |
+
from pathlib import Path
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| 11 |
+
import base64
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| 12 |
+
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| 13 |
+
# Initial page config
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| 14 |
+
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| 15 |
+
st.set_page_config(
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| 16 |
+
page_title='Streamlit cheat sheet',
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| 17 |
+
layout="wide",
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| 18 |
+
initial_sidebar_state="expanded",
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| 19 |
+
)
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| 20 |
+
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| 21 |
+
def main():
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| 22 |
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cs_sidebar()
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| 23 |
+
cs_body()
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| 24 |
+
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| 25 |
+
return None
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| 26 |
+
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| 27 |
+
# Thanks to streamlitopedia for the following code snippet
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| 28 |
+
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| 29 |
+
def img_to_bytes(img_path):
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| 30 |
+
img_bytes = Path(img_path).read_bytes()
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| 31 |
+
encoded = base64.b64encode(img_bytes).decode()
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| 32 |
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return encoded
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| 33 |
+
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| 34 |
+
# sidebar
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| 35 |
+
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| 36 |
+
def cs_sidebar():
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| 37 |
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| 38 |
+
st.sidebar.header('Streamlit cheat sheet')
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| 39 |
+
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| 40 |
+
st.sidebar.markdown('''
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| 41 |
+
<small>Summary of the [docs](https://docs.streamlit.io/en/stable/api.html), as of [Streamlit v0.81.0](https://www.streamlit.io/).</small>
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| 42 |
+
''', unsafe_allow_html=True)
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| 43 |
+
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| 44 |
+
st.sidebar.markdown('__How to install and import__')
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| 45 |
+
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| 46 |
+
st.sidebar.code('$ pip install streamlit')
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| 47 |
+
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| 48 |
+
st.sidebar.markdown('Import convention')
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| 49 |
+
st.sidebar.code('>>> import streamlit as st')
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| 50 |
+
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| 51 |
+
st.sidebar.markdown('__Add widgets to sidebar__')
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| 52 |
+
st.sidebar.code('''
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| 53 |
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st.sidebar.<widget>
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| 54 |
+
>>> a = st.sidebar.radio(\'R:\',[1,2])
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| 55 |
+
''')
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| 56 |
+
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| 57 |
+
st.sidebar.markdown('__Command line__')
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| 58 |
+
st.sidebar.code('''
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| 59 |
+
$ streamlit --help
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| 60 |
+
$ streamlit run your_script.py
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| 61 |
+
$ streamlit hello
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| 62 |
+
$ streamlit config show
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| 63 |
+
$ streamlit cache clear
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| 64 |
+
$ streamlit docs
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| 65 |
+
$ streamlit --version
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| 66 |
+
''')
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| 67 |
+
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| 68 |
+
st.sidebar.markdown('__Pre-release features__')
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| 69 |
+
st.sidebar.markdown('[Beta and experimental features](https://docs.streamlit.io/en/0.70.0/api.html#beta-and-experimental-features)')
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| 70 |
+
st.sidebar.code('''
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| 71 |
+
pip uninstall streamlit
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| 72 |
+
pip install streamlit-nightly --upgrade
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| 73 |
+
''')
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| 74 |
+
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| 75 |
+
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)
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| 76 |
+
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| 77 |
+
return None
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| 78 |
+
|
| 79 |
+
##########################
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| 80 |
+
# Main body of cheat sheet
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| 81 |
+
##########################
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| 82 |
+
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| 83 |
+
def cs_body():
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| 84 |
+
# Magic commands
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| 85 |
+
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| 86 |
+
col1, col2, col3 = st.beta_columns(3)
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| 87 |
+
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| 88 |
+
col1.subheader('Magic commands')
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| 89 |
+
col1.code('''# Magic commands implicitly `st.write()`
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| 90 |
+
\'\'\' _This_ is some __Markdown__ \'\'\'
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| 91 |
+
a=3
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| 92 |
+
'dataframe:', data
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| 93 |
+
''')
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| 94 |
+
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| 95 |
+
# Display text
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| 96 |
+
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| 97 |
+
col1.subheader('Display text')
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| 98 |
+
col1.code('''
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| 99 |
+
st.text('Fixed width text')
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| 100 |
+
st.markdown('_Markdown_') # see *
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| 101 |
+
st.latex(r\'\'\' e^{i\pi} + 1 = 0 \'\'\')
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| 102 |
+
st.write('Most objects') # df, err, func, keras!
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| 103 |
+
st.write(['st', 'is <', 3]) # see *
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| 104 |
+
st.title('My title')
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| 105 |
+
st.header('My header')
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| 106 |
+
st.subheader('My sub')
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| 107 |
+
st.code('for i in range(8): foo()')
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| 108 |
+
* optional kwarg unsafe_allow_html = True
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| 109 |
+
''')
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| 110 |
+
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| 111 |
+
# Display data
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| 112 |
+
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| 113 |
+
col1.subheader('Display data')
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| 114 |
+
col1.code('''
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| 115 |
+
st.dataframe(my_dataframe)
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| 116 |
+
st.table(data.iloc[0:10])
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| 117 |
+
st.json({'foo':'bar','fu':'ba'})
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| 118 |
+
''')
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| 119 |
+
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| 120 |
+
# Display charts
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| 121 |
+
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| 122 |
+
col1.subheader('Display charts')
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| 123 |
+
col1.code('''
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| 124 |
+
st.line_chart(data)
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| 125 |
+
st.area_chart(data)
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| 126 |
+
st.bar_chart(data)
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| 127 |
+
st.pyplot(fig)
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| 128 |
+
st.altair_chart(data)
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| 129 |
+
st.vega_lite_chart(data)
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| 130 |
+
st.plotly_chart(data)
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| 131 |
+
st.bokeh_chart(data)
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| 132 |
+
st.pydeck_chart(data)
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| 133 |
+
st.deck_gl_chart(data)
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| 134 |
+
st.graphviz_chart(data)
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| 135 |
+
st.map(data)
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| 136 |
+
''')
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| 137 |
+
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| 138 |
+
# Display media
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| 139 |
+
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| 140 |
+
col1.subheader('Display media')
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| 141 |
+
col1.code('''
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| 142 |
+
st.image('./header.png')
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| 143 |
+
st.audio(data)
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| 144 |
+
st.video(data)
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| 145 |
+
''')
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| 146 |
+
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| 147 |
+
# Display interactive widgets
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| 148 |
+
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| 149 |
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col2.subheader('Display interactive widgets')
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| 150 |
+
col2.code('''
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| 151 |
+
st.button('Hit me')
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| 152 |
+
st.checkbox('Check me out')
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| 153 |
+
st.radio('Radio', [1,2,3])
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| 154 |
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st.selectbox('Select', [1,2,3])
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| 155 |
+
st.multiselect('Multiselect', [1,2,3])
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| 156 |
+
st.slider('Slide me', min_value=0, max_value=10)
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| 157 |
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st.select_slider('Slide to select', options=[1,'2'])
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| 158 |
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st.text_input('Enter some text')
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| 159 |
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st.number_input('Enter a number')
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| 160 |
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st.text_area('Area for textual entry')
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| 161 |
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st.date_input('Date input')
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| 162 |
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st.time_input('Time entry')
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| 163 |
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st.file_uploader('File uploader')
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| 164 |
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st.color_picker('Pick a color')
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| 165 |
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''')
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| 166 |
+
col2.write('Use widgets\' returned values in variables:')
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| 167 |
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col2.code('''
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| 168 |
+
>>> for i in range(int(st.number_input('Num:'))): foo()
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| 169 |
+
>>> if st.sidebar.selectbox('I:',['f']) == 'f': b()
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| 170 |
+
>>> my_slider_val = st.slider('Quinn Mallory', 1, 88)
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| 171 |
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>>> st.write(slider_val)
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| 172 |
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''')
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| 173 |
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| 174 |
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# Control flow
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| 175 |
+
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| 176 |
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col2.subheader('Control flow')
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| 177 |
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col2.code('''
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| 178 |
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st.stop()
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| 179 |
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''')
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| 180 |
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| 181 |
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# Lay out your app
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| 182 |
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| 183 |
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col2.subheader('Lay out your app')
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| 184 |
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col2.code('''
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| 185 |
+
st.beta_container()
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| 186 |
+
st.beta_columns(spec)
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| 187 |
+
>>> col1, col2 = st.beta_columns(2)
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| 188 |
+
>>> col1.subheader('Columnisation')
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| 189 |
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st.beta_expander('Expander')
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| 190 |
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>>> with st.beta_expander('Expand'):
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| 191 |
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>>> st.write('Juicy deets')
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| 192 |
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''')
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| 193 |
+
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| 194 |
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# Display code
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| 196 |
+
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| 197 |
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col2.subheader('Display code')
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| 198 |
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col2.code('''
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| 199 |
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st.echo()
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| 200 |
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>>> with st.echo():
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| 201 |
+
>>> st.write('Code will be executed and printed')
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| 202 |
+
''')
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| 203 |
+
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| 204 |
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# Display progress and status
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| 205 |
+
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| 206 |
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col3.subheader('Display progress and status')
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| 207 |
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col3.code('''
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| 208 |
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st.progress(progress_variable_1_to_100)
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| 209 |
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st.spinner()
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| 210 |
+
>>> with st.spinner(text='In progress'):
|
| 211 |
+
>>> time.sleep(5)
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| 212 |
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>>> st.success('Done')
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| 213 |
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st.balloons()
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| 214 |
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st.error('Error message')
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| 215 |
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st.warning('Warning message')
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| 216 |
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st.info('Info message')
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| 217 |
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st.success('Success message')
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| 218 |
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st.exception(e)
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| 219 |
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''')
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| 220 |
+
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| 221 |
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# Placeholders, help, and options
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| 222 |
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col3.subheader('Placeholders, help, and options')
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| 224 |
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col3.code('''
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| 225 |
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st.empty()
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| 226 |
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>>> my_placeholder = st.empty()
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| 227 |
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>>> my_placeholder.text('Replaced!')
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| 228 |
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st.help(pandas.DataFrame)
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| 229 |
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st.get_option(key)
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| 230 |
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st.set_option(key, value)
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| 231 |
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st.set_page_config(layout='wide')
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| 232 |
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''')
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| 233 |
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| 234 |
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# Mutate data
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| 235 |
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| 236 |
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col3.subheader('Mutate data')
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| 237 |
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col3.code('''
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| 238 |
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DeltaGenerator.add_rows(data)
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| 239 |
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>>> my_table = st.table(df1)
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| 240 |
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>>> my_table.add_rows(df2)
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| 241 |
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>>> my_chart = st.line_chart(df1)
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| 242 |
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>>> my_chart.add_rows(df2)
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| 243 |
+
''')
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| 244 |
+
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| 245 |
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# Optimize performance
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| 246 |
+
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| 247 |
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col3.subheader('Optimize performance')
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| 248 |
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col3.code('''
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| 249 |
+
@st.cache
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| 250 |
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>>> @st.cache
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| 251 |
+
... def foo(bar):
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| 252 |
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... # Mutate bar
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| 253 |
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... return data
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| 254 |
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>>> # Executes d1 as first time
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| 255 |
+
>>> d1 = foo(ref1)
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| 256 |
+
>>> # Does not execute d1; returns cached value, d1==d2
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| 257 |
+
>>> d2 = foo(ref1)
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| 258 |
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>>> # Different arg, so function d1 executes
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| 259 |
+
>>> d3 = foo(ref2)
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| 260 |
+
''')
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| 261 |
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| 262 |
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return None
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| 263 |
+
|
| 264 |
+
# Run main()
|
| 265 |
+
|
| 266 |
+
if __name__ == '__main__':
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| 267 |
+
main()
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