-
Notifications
You must be signed in to change notification settings - Fork 3
/
Copy pathstreamlitscript.py
257 lines (220 loc) · 6.09 KB
/
streamlitscript.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
import streamlit as st
def cs_body():
st.title("Streamlit Cheatsheet: ")
st.markdown("<p><TT>Designed and Developed by <a style='text-decoration:none;color:red' target='_blank' href='https://github.com/Riteshj2002'>J.Ritesh</a> </TT></p>", unsafe_allow_html=True)
# Magic commands
col1, col2, col3 = st.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.caption('Balloons. Hundreds of them...')
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'})
st.metric(label="Temp", value="273 K", delta="1.2 K")
''')
# 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
col1.subheader('Display interactive widgets')
col1.code('''
st.button('Hit me')
st.download_button('On the dl', data)
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')
''')
col1.write('Use widgets\' returned values in variables:')
col1.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.form('my_form_identifier')
st.form_submit_button('Submit to me')
st.container()
st.columns(spec)
>>> col1, col2 = st.columns(2)
>>> col1.subheader('Columnisation')
st.expander('Expander')
>>> with st.expander('Expand'):
>>> st.write('Juicy deets')
''')
col2.write('Batch widgets together in a form:')
col2.code('''
>>> with st.form(key='my_form'):
>>> text_input = st.text_input(label='Enter some text')
>>> submit_button = st.form_submit_button(label='Submit')
''')
# 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
col2.subheader('Display progress and status')
col2.code('''
>>> with st.spinner(text='In progress'):
>>> time.sleep(5)
>>> st.success('Done')
st.progress(progress_variable_1_to_100)
st.balloons()
st.snow()
st.error('Error message')
st.warning('Warning message')
st.info('Info message')
st.success('Success message')
st.exception(e)
''')
# Placeholders, help, and options
col2.subheader('Placeholders, help, and options')
col2.code('''
# Replace any single element.
>>> element = st.empty()
>>> element.line_chart(...)
>>> element.text_input(...) # Replaces previous.
# Insert out of order.
>>> elements = st.container()
>>> elements.line_chart(...)
>>> st.write("Hello")
>>> elements.text_input(...) # Appears above "Hello".
st.help(pandas.DataFrame)
st.get_option(key)
st.set_option(key, value)
st.set_page_config(layout='wide')
st.experimental_show(objects)
st.experimental_get_query_params()
st.experimental_set_query_params(**params)
''')
# Mutate data
col3.subheader('Mutate data')
col3.code('''
# Add rows to a dataframe after
# showing it.
>>> element = st.dataframe(df1)
>>> element.add_rows(df2)
# Add rows to a chart after
# showing it.
>>> element = st.line_chart(df1)
>>> element.add_rows(df2)
''')
# Optimize performance
col3.subheader('Optimize performance')
col3.write('Legacy caching')
col3.code('''
>>> @st.cache
... def foo(bar):
... # Do something expensive in here...
... return data
>>> # Executes foo
>>> d1 = foo(ref1)
>>> # Does not execute foo
>>> # Returns cached item by reference, d1 == d2
>>> d2 = foo(ref1)
>>> # Different arg, so function foo executes
>>> d3 = foo(ref2)
''')
col3.write('Cache data objects')
col3.code('''
>>> @st.experimental_memo
... def foo(bar):
... # Do something expensive and return data
... return data
# Executes foo
>>> d1 = foo(ref1)
# Does not execute foo
# Returns cached item by value, d1 == d2
>>> d2 = foo(ref1)
# Different arg, so function foo executes
>>> d3 = foo(ref2)
# Clear all cached entries for this function
>>> foo.clear()
# Clear values from *all* memoized functions
>>> st.experimental_memo.clear()
''')
col3.write('Cache non-data objects')
col3.code('''
# E.g. TensorFlow session, database connection, etc.
>>> @st.experimental_singleton
... def foo(bar):
... # Create and return a non-data object
... return session
# Executes foo
>>> s1 = foo(ref1)
# Does not execute foo
# Returns cached item by reference, d1 == d2
>>> s2 = foo(ref1)
# Different arg, so function foo executes
>>> s3 = foo(ref2)
# Clear all cached entries for this function
>>> foo.clear()
# Clear all singleton caches
>>> st.experimental_singleton.clear()
''')
return None
# Run main()
def main():
st.header('')
cs_body()