Refactor player selection logic in Handbuilder tab of Streamlit app to improve clarity by adjusting indentation and ensuring consistent handling of previous selections, enhancing state management during updates.

Update player selection dataframe key in Handbuilder tab of Streamlit app to a static value for improved consistency and clarity in state management.

Refactor player selection handling in Handbuilder tab of Streamlit app to use player names instead of indices, enhancing clarity and improving state management for current and previous selections.

Remove tracking of newly added player indices in Handbuilder tab of Streamlit app to simplify selection management, streamlining the update process for previous player selections.

Track newly added player indices in Handbuilder tab of Streamlit app to enhance selection management, ensuring accurate updates to previous player selections.

Enhance player selection functionality in Handbuilder tab of Streamlit app by introducing a dynamic dataframe key for improved state management and ensuring selections are cleared effectively upon lineup reset.

Add functionality to clear player selection in Handbuilder tab of Streamlit app, resetting previous selections and refreshing lineup for improved user experience.

Update selection mode in Handbuilder tab of Streamlit app from "multiple" to "multi-row" to enhance clarity in player selection functionality.

Refactor player selection handling in Handbuilder tab of Streamlit app to support multiple selections, allowing users to add and remove players from the lineup more intuitively. Update selection state management to improve data accuracy and user experience during lineup updates.

Add rerun calls in Handbuilder tab of Streamlit app to refresh lineup after player selection changes, improving user experience and ensuring data accuracy during updates.

Remove rerun calls in Handbuilder tab of Streamlit app, replacing them with event selection resets to enhance performance and maintain user experience during lineup updates.

Add rerun call in Handbuilder tab of Streamlit app to refresh lineup after updates, improving user experience and data accuracy.

Remove unnecessary rerun call in Handbuilder tab of Streamlit app to streamline lineup updates and improve performance.

Add rerun functionality in Handbuilder tab of Streamlit app to refresh lineup after player removal and lineup updates, enhancing user experience and data accuracy.

instituting database.py

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Enhance DK and FD lineup initialization in Streamlit app by adding priority variable and mix options for improved data handling. Update UI to include priority selection for optimals, allowing users to customize lineup generation based on projection and ownership metrics.

Refactor database collection names in Streamlit app for consistency across slate types, updating references for 'Late', 'Secondary', and 'Auxiliary' slates in both DK and FD lineups.

Refine CSS styles in Streamlit app by adjusting segmented control dimensions and padding for improved visual consistency and user experience.

Update file names in download buttons of Player ROO tab from 'MLB_ROO_export.csv' to 'NFL_ROO_export.csv' for accurate data export related to NFL.

Adjust layout in Player ROO tab of Streamlit app by adding a blank column for improved spacing in download button section. Additionally, modify the height of the segmented control for better visual consistency.

Add radio buttons for slate type selection and implement export functionality in Player ROO tab of Streamlit app. This update allows users to choose between 'Regular' and 'Showdown' slate types, enhancing data export options for improved user experience.

Update segmented control in Streamlit app to collapse label visibility, enhancing UI clarity and user experience.

Adjust CSS styles for segmented control components in Streamlit app, modifying heights for improved visual consistency and user experience.

Update Streamlit app styles by changing CSS selectors for segmented control components, enhancing consistency and maintainability of the UI.

Remove unnecessary session state key management from Streamlit app, simplifying state handling in the 'Handbuilder', 'Stacks ROO', and 'Player ROO' tabs. This change enhances code clarity and reduces potential state-related issues.

Update Streamlit app to set page configuration at the beginning of the file for improved layout management. This change ensures consistent application of layout settings across the app.

addressing missing secret

Add st.stop() calls in 'Stacks ROO' and 'Player ROO' tabs of Streamlit app to halt execution after export actions. This change improves user experience by preventing unintended interactions post-export.

Refactor session state management in Streamlit app to clear non-maintained keys within specific tab selections. This change improves data handling by ensuring only relevant session data is retained, while also adding debug output for better visibility into session state changes.

Refactor player selection handling in Streamlit app to utilize session state for storing filtered player data. This change enhances data management and ensures consistent access to player selections across different operations, improving overall functionality and user experience.

Add debug output for session state in Streamlit app to enhance visibility into session management. This change aids in tracking session state changes and improves overall debugging capabilities.

Update tab selection order and default value in Streamlit app for improved user navigation. This change enhances the organization of available options, making 'Player ROO' the default selection for a more intuitive user experience.

Refactor session state management in Streamlit app by simplifying key clearance logic and removing unnecessary debug output. This change enhances code clarity and maintains essential session data for improved user experience.

Enhance session state management in Streamlit app by clearing non-maintained keys and adding debug output for cleared keys. This improves data handling and provides visibility into session state changes.

Update maintained keys in session state management of Streamlit app to include 'site_selectbox' and 'view_selectbox', enhancing the retention of relevant session data.

Refactor session state management in Streamlit app to retain specific keys during initialization. This change ensures that only essential session data is preserved, enhancing the app's performance and user experience.

Clear session state on app load and update tab selection logic in Streamlit app for improved functionality. This change ensures a fresh start for user sessions and enhances the organization of tab handling across different sections.

Refactor Player ROO section in Streamlit app by consolidating filter options into a dedicated expander for improved layout and user experience. This update enhances the organization of player selection criteria and maintains consistent data handling across different slate types.

Refactor Player ROO section in Streamlit app to improve layout and functionality by encapsulating filters within a dedicated container. This change enhances user experience by ensuring a cleaner interface and better organization of player selection options.

Refactor handbuilder section in Streamlit app to enhance data initialization, streamline player selection filters, and improve lineup management. Update slate selection logic for better clarity and functionality, while ensuring consistent handling of position limits and player eligibility checks.

Refactor handbuilder section in Streamlit app to improve layout and functionality by consolidating data initialization, enhancing player selection filters, and streamlining lineup management processes. Update CSS selectors for better styling consistency.

Update CSS selectors in Streamlit app for button styling to improve layout consistency and remove unnecessary div styling.

Refactor tab styling in Streamlit app by updating CSS selectors for button groups and removing unnecessary spacing in Stacks ROO and Player ROO tabs.

Add default selection and width to tab selector; add spacing in Stacks ROO and Player ROO tabs

Update timestamp handling in Streamlit app to ensure accurate display for each tab by retrieving the latest data timestamp from the relevant data sources.

Refactor handbuilder data handling in Streamlit app by removing redundant site column assignments, updating collection names for FanDuel, and enhancing player selection logic with improved eligibility checks and lineup management features.

Refactor Streamlit app to enhance handbuilder data handling by adding site filtering, updating collection names for DraftKings and FanDuel, and improving tab selection logic with segmented controls for better user experience.

Enhance Streamlit app functionality by refining data loading and filtering logic for stacks and player tabs, adding export options for player frequency and seed frame frequency, and improving session state management for optimal data handling.

Fix timestamp retrieval for handbuilder data in Streamlit app by accessing session state directly