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…raint 💡 What: Replaced manual retroactive warnings for selection limits in the Team Lab unit picker with Streamlit's native `max_selections=4` argument. Additionally, added a magnifying glass icon to the empty state message. 🎯 Why: Allowing users to select a 5th element only to immediately slice it and show a warning is a frustrating interaction. The native constraint prevents the invalid selection upfront, creating a smoother and more expected user experience. The empty state icon creates better visual hierarchy. 📸 Before/After: N/A ♿ Accessibility: Improves input constraint predictability for users. Co-authored-by: Gunnarguy <110250624+Gunnarguy@users.noreply.github.com>
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Reviewer's guide (collapsed on small PRs)Reviewer's GuideRefactors the Team Lab unit picker to rely on Streamlit's native max_selections constraint instead of manual truncation and warnings, and updates empty-state messaging and the Palette design log accordingly. Sequence diagram for updated Team Lab multiselect constraintsequenceDiagram
actor User
participant StreamlitApp
participant StreamlitMultiselect
User->>StreamlitApp: render_team_lab
StreamlitApp->>StreamlitMultiselect: st.multiselect(max_selections=4)
User->>StreamlitMultiselect: select_unit
StreamlitMultiselect-->>User: [selection accepted up to 4 units]
StreamlitMultiselect-->>StreamlitApp: selected_variant_ids
alt [selected_variant_ids empty]
StreamlitApp->>User: st.info(icon=:material/search:)
else [selected_variant_ids not empty]
StreamlitApp->>User: render Team Lab analysis
end
Flow diagram for render_team_lab empty state and selection handlingflowchart TD
A[User opens Team Lab] --> B[st.multiselect with max_selections 4]
B --> C{selected_variant_ids empty?}
C -- Yes --> D[st.info Select up to 4 units to inspect SP economy and defensive coverage. icon :material/search:]
C -- No --> E[Filter roster_df by selected_variant_ids]
E --> F[Render Team Lab analysis]
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Hey - I've found 1 issue, and left some high level feedback:
- Double-check that the Streamlit version used in all deployment environments supports the
max_selectionsargument onst.multiselect, as this change now depends on that behavior for enforcing the limit.
Prompt for AI Agents
Please address the comments from this code review:
## Overall Comments
- Double-check that the Streamlit version used in all deployment environments supports the `max_selections` argument on `st.multiselect`, as this change now depends on that behavior for enforcing the limit.
## Individual Comments
### Comment 1
<location path=".Jules/palette.md" line_range="10" />
<code_context>
## 2025-06-17 - Empty State Visual Differentiation
**Learning:** Default informational banners (like Streamlit's `st.info`) for empty states can create a sterile user experience when repeated frequently across many data tables or search results. However, introducing completely custom HTML/CSS violates design constraints. Additionally, standard unicode emojis can render inconsistently or fail completely on Safari.
**Action:** Utilize built-in visual aids via Streamlit's native Material Symbols shortcodes (e.g. `icon=":material/search:"` for search, `icon=":material/menu_book:"` for database views). This improves UX and ensures pixel-perfect, cross-browser compatibility across Safari and Chrome without needing custom CSS.
+
</code_context>
<issue_to_address>
**suggestion (typo):** Consider capitalizing "Unicode" as a proper noun.
Here it refers to the Unicode standard, so please capitalize it in this phrase for correctness.
```suggestion
**Learning:** Default informational banners (like Streamlit's `st.info`) for empty states can create a sterile user experience when repeated frequently across many data tables or search results. However, introducing completely custom HTML/CSS violates design constraints. Additionally, standard Unicode emojis can render inconsistently or fail completely on Safari.
```
</issue_to_address>Help me be more useful! Please click 👍 or 👎 on each comment and I'll use the feedback to improve your reviews.
| @@ -9,3 +9,7 @@ | |||
| ## 2025-06-17 - Empty State Visual Differentiation | |||
| **Learning:** Default informational banners (like Streamlit's `st.info`) for empty states can create a sterile user experience when repeated frequently across many data tables or search results. However, introducing completely custom HTML/CSS violates design constraints. Additionally, standard unicode emojis can render inconsistently or fail completely on Safari. | |||
There was a problem hiding this comment.
suggestion (typo): Consider capitalizing "Unicode" as a proper noun.
Here it refers to the Unicode standard, so please capitalize it in this phrase for correctness.
| **Learning:** Default informational banners (like Streamlit's `st.info`) for empty states can create a sterile user experience when repeated frequently across many data tables or search results. However, introducing completely custom HTML/CSS violates design constraints. Additionally, standard unicode emojis can render inconsistently or fail completely on Safari. | |
| **Learning:** Default informational banners (like Streamlit's `st.info`) for empty states can create a sterile user experience when repeated frequently across many data tables or search results. However, introducing completely custom HTML/CSS violates design constraints. Additionally, standard Unicode emojis can render inconsistently or fail completely on Safari. |
There was a problem hiding this comment.
Pull request overview
Refactors the Team Lab unit multiselect in the Streamlit explorer app to rely on Streamlit’s native selection limiting, improving the input experience and simplifying the surrounding UI logic.
Changes:
- Replaced manual “select >4 then truncate + warn” behavior with
st.multiselect(max_selections=4). - Improved the Team Lab empty-state banner by adding a Material icon and tightening copy.
- Documented the UX guideline to prefer native Streamlit input constraints over retroactive validation.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 1 comment.
| File | Description |
|---|---|
src/grandchase_meta_analyzer/explorer_app.py |
Uses Streamlit’s native max_selections for the Team Lab picker and updates the empty-state message/icon. |
.Jules/palette.md |
Adds a Palette learning entry documenting the preference for native Streamlit input constraints. |
| if not selected_variant_ids: | ||
| st.info("Select up to 4 units to inspect SP economy and defensive coverage.") | ||
| st.info("Select up to 4 units to inspect SP economy and defensive coverage.", icon=":material/search:") |
🎨 Palette: Refactor st.multiselect to use native max_selections constraint
💡 What: Replaced manual retroactive warnings for selection limits in the Team Lab unit picker with Streamlit's native
max_selections=4argument. Additionally, added a magnifying glass icon to the empty state message.🎯 Why: Allowing users to select a 5th element only to immediately slice it and show a warning is a frustrating interaction. The native constraint prevents the invalid selection upfront, creating a smoother and more expected user experience. The empty state icon creates better visual hierarchy.
📸 Before/After: N/A
♿ Accessibility: Improves input constraint predictability for users.
PR created automatically by Jules for task 14902790406424800946 started by @Gunnarguy
Summary by Sourcery
Refactor the Team Lab unit multiselect to rely on Streamlit’s native selection limit and improve its empty-state messaging.
New Features:
Enhancements: