James McCool
commited on
Commit
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c47e22d
1
Parent(s):
fb140dc
Improve pagination and loading experience in pitcher tab of Streamlit app
Browse files- Introduced pagination controls ('Previous' and 'Next' buttons) to enhance data navigation within the displayed frame.
- Adjusted the loading spinner implementation for league baseline data to improve user experience during data retrieval.
- Streamlined the display logic to ensure consistent presentation of data based on user selections.
- src/streamlit_app.py +17 -5
src/streamlit_app.py
CHANGED
@@ -171,14 +171,26 @@ with pitcher_tab:
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disp_raw = disp_raw[['Player', 'PA', 'Hits', 'Singles', 'Doubles', 'Homeruns', 'Strikeoutper', 'Strikeouts', 'Walkper', 'Walks', 'xBA', 'xSLG', 'xwOBA', 'BABIP', 'AVG', 'FB%', 'True_AVG', 'xHits', 'xHRs', 'xHR/PA', 'HWSr']]
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st.session_state['sp_disp_frame'] = disp_raw
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sp_disp_container = st.container(border = True)
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sp_disp_container = sp_disp_container.empty()
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with hitter_tab:
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with st.container(border = True):
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disp_raw = disp_raw[['Player', 'PA', 'Hits', 'Singles', 'Doubles', 'Homeruns', 'Strikeoutper', 'Strikeouts', 'Walkper', 'Walks', 'xBA', 'xSLG', 'xwOBA', 'BABIP', 'AVG', 'FB%', 'True_AVG', 'xHits', 'xHRs', 'xHR/PA', 'HWSr']]
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st.session_state['sp_disp_frame'] = disp_raw
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page_var = len(st.session_state['sp_disp_frame']) / 2
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sp_disp_container = st.container(border = True)
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sp_disp_container = sp_disp_container.empty()
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if table_var_sp in (['League Aggregate Baselines', 'League Short Term Baselines', 'League Long Term Baselines']):
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with st.spinner("Full league baselines can take some time to load"):
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time.sleep(7)
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with sp_disp_container:
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st.dataframe(st.session_state['sp_disp_frame'].style.background_gradient(axis=0).background_gradient(cmap='RdYlGn_r').format(precision=2), height = 500, use_container_width = True, hide_index = True)
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col1, col2, col3, col4 = st.columns(4)
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with col1:
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if st.button('Previous'):
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st.session_state['sp_disp_frame'] = st.session_state['sp_disp_frame'].iloc[:page_var]
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with col4:
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if st.button('Next'):
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st.session_state['sp_disp_frame'] = st.session_state['sp_disp_frame'].iloc[page_var:]
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else:
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with sp_disp_container:
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st.dataframe(st.session_state['sp_disp_frame'].style.background_gradient(axis=0).background_gradient(cmap='RdYlGn_r').format(precision=2), height = 500, use_container_width = True, hide_index = True)
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with hitter_tab:
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with st.container(border = True):
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