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Save tvst/036da038ab3e999a64497f42de966a92 to your computer and use it in GitHub Desktop.
"""Hack to add per-session state to Streamlit. | |
Usage | |
----- | |
>>> import SessionState | |
>>> | |
>>> session_state = SessionState.get(user_name='', favorite_color='black') | |
>>> session_state.user_name | |
'' | |
>>> session_state.user_name = 'Mary' | |
>>> session_state.favorite_color | |
'black' | |
Since you set user_name above, next time your script runs this will be the | |
result: | |
>>> session_state = get(user_name='', favorite_color='black') | |
>>> session_state.user_name | |
'Mary' | |
""" | |
try: | |
import streamlit.ReportThread as ReportThread | |
from streamlit.server.Server import Server | |
except Exception: | |
# Streamlit >= 0.65.0 | |
import streamlit.report_thread as ReportThread | |
from streamlit.server.server import Server | |
class SessionState(object): | |
def __init__(self, **kwargs): | |
"""A new SessionState object. | |
Parameters | |
---------- | |
**kwargs : any | |
Default values for the session state. | |
Example | |
------- | |
>>> session_state = SessionState(user_name='', favorite_color='black') | |
>>> session_state.user_name = 'Mary' | |
'' | |
>>> session_state.favorite_color | |
'black' | |
""" | |
for key, val in kwargs.items(): | |
setattr(self, key, val) | |
def get(**kwargs): | |
"""Gets a SessionState object for the current session. | |
Creates a new object if necessary. | |
Parameters | |
---------- | |
**kwargs : any | |
Default values you want to add to the session state, if we're creating a | |
new one. | |
Example | |
------- | |
>>> session_state = get(user_name='', favorite_color='black') | |
>>> session_state.user_name | |
'' | |
>>> session_state.user_name = 'Mary' | |
>>> session_state.favorite_color | |
'black' | |
Since you set user_name above, next time your script runs this will be the | |
result: | |
>>> session_state = get(user_name='', favorite_color='black') | |
>>> session_state.user_name | |
'Mary' | |
""" | |
# Hack to get the session object from Streamlit. | |
ctx = ReportThread.get_report_ctx() | |
this_session = None | |
current_server = Server.get_current() | |
if hasattr(current_server, '_session_infos'): | |
# Streamlit < 0.56 | |
session_infos = Server.get_current()._session_infos.values() | |
else: | |
session_infos = Server.get_current()._session_info_by_id.values() | |
for session_info in session_infos: | |
s = session_info.session | |
if ( | |
# Streamlit < 0.54.0 | |
(hasattr(s, '_main_dg') and s._main_dg == ctx.main_dg) | |
or | |
# Streamlit >= 0.54.0 | |
(not hasattr(s, '_main_dg') and s.enqueue == ctx.enqueue) | |
or | |
# Streamlit >= 0.65.2 | |
(not hasattr(s, '_main_dg') and s._uploaded_file_mgr == ctx.uploaded_file_mgr) | |
): | |
this_session = s | |
if this_session is None: | |
raise RuntimeError( | |
"Oh noes. Couldn't get your Streamlit Session object. " | |
'Are you doing something fancy with threads?') | |
# Got the session object! Now let's attach some state into it. | |
if not hasattr(this_session, '_custom_session_state'): | |
this_session._custom_session_state = SessionState(**kwargs) | |
return this_session._custom_session_state |
I'm not sure if it was discussed before. But when I use your @tvst SessionState the cached value is shared among multiple opened web pages or users. The change caused by one user will be visible to other users. How can we make SessionState to maintain the values per user. You can verify this by opening up two web pages with a sider value cached by a session state object. Change of slider value in page A will be visible in page B whenever it refreshes. (cc: @okld)
If you want to store regular values in your session state, you can try the code snippet above.
If you want to bind widget values with session state, try this implementation instead.
If you want to store regular values in your session state, you can try the code snippet above.
If you want to bind widget values with session state, try this implementation instead.
Thanks a lot! that works! @okld
As @okld said, you should not use this Gist anymore! It has been replaced by an official feature of Streamlit, called st.session_state 🥳
@tvst how to make session_state save to disk ,and recover state when re-run?
I'm someone else