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""" |
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THIS HAS BEEN DEPRECATED! |
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We propose you use st.form() instead: |
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https://blog.streamlit.io/introducing-submit-button-and-forms/ |
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""" |
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import streamlit as st |
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import collections |
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import functools |
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import inspect |
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import textwrap |
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def cache_on_button_press(label, **cache_kwargs): |
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"""Function decorator to memoize function executions. |
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Parameters |
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---------- |
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label : str |
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The label for the button to display prior to running the cached funnction. |
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cache_kwargs : Dict[Any, Any] |
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Additional parameters (such as show_spinner) to pass into the underlying @st.cache decorator. |
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Example |
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------- |
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This show how you could write a username/password tester: |
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>>> @cache_on_button_press('Authenticate') |
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... def authenticate(username, password): |
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... return username == "buddha" and password == "s4msara" |
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... |
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... username = st.text_input('username') |
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... password = st.text_input('password') |
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... |
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... if authenticate(username, password): |
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... st.success('Logged in.') |
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... else: |
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... st.error('Incorrect username or password') |
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""" |
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internal_cache_kwargs = dict(cache_kwargs) |
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internal_cache_kwargs['allow_output_mutation'] = True |
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internal_cache_kwargs['show_spinner'] = False |
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def function_decorator(func): |
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@functools.wraps(func) |
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def wrapped_func(*args, **kwargs): |
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@st.cache(**internal_cache_kwargs) |
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def get_cache_entry(func, args, kwargs): |
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class ButtonCacheEntry: |
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def __init__(self): |
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self.evaluated = False |
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self.return_value = None |
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def evaluate(self): |
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self.evaluated = True |
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self.return_value = func(*args, **kwargs) |
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return ButtonCacheEntry() |
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cache_entry = get_cache_entry(func, args, kwargs) |
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if not cache_entry.evaluated: |
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if st.button(label): |
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cache_entry.evaluate() |
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else: |
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raise st.ScriptRunner.StopException |
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return cache_entry.return_value |
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return wrapped_func |
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return function_decorator |
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def confirm_button_example(): |
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@cache_on_button_press('Authenticate') |
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def authenticate(username, password): |
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return username == "buddha" and password == "s4msara" |
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username = st.text_input('username') |
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password = st.text_input('password') |
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if authenticate(username, password): |
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st.success('You are authenticated!') |
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st.write(st.slider('Test widget')) |
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else: |
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st.error('The username or password you have entered is invalid.') |
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def display_func_source(func): |
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code = inspect.getsource(confirm_button_example) |
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code = '\n'.join(code.splitlines()[1:]) # remove first line |
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st.code(textwrap.dedent(code)) |
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if __name__ == '__main__': |
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st.write(""" |
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This example shows a hack to create a "confirm button" in Streamlit, e.g. |
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to authenticate a username / password pair. |
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The correct answer is `buddha` / `s4msara`. |
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""") |
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display_func_source(confirm_button_example) |
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confirm_button_example() |
To see this gist in action, please run: