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@wabinyai wabinyai commented Mar 25, 2025

Summary by CodeRabbit

  • New Features

    • Introduced a new loading spinner component for enhanced user feedback during loading states.
    • Added a custom hook useApi for streamlined API call management.
    • Implemented an error boundary component to catch and display errors gracefully.
    • Added new feature components for air quality categorization, data analytics, health impact assessments, interactive mapping, machine learning, site location, and AI technologies.
  • UI & Accessibility Enhancements

    • Improved the responsive grid layout on the About page for better display on various screen sizes.
    • Upgraded mobile navigation accessibility with enhanced labels and control attributes.
  • Performance & Stability

    • Updated key dependencies to boost performance and maintain a more robust, reliable application.
    • Enhanced error handling in API interactions for improved reliability.
    • Improved error handling and clarity in API functions for better debugging and maintenance.

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coderabbitai bot commented Mar 25, 2025

📝 Walkthrough

Walkthrough

This pull request introduces a new JSON configuration file and several new components and hooks, including an ErrorBoundary, a LoadingSpinner, a custom useApi hook, and an environment validation function. Alongside these new features, many files received extensive formatting updates (such as semicolon removals and re-indented code) and dependency version updates. Accessibility attributes were enhanced in navigation-related code, and map components were refined for clarity. Overall, the changes span configuration enhancements, stylistic consistency, and minor adjustments across the project’s frontend code.

Changes

File(s) Change Summary
frontend/components.json, frontend/src/lib/env.ts, frontend/src/hooks/use-api.tsx, frontend/src/components/error-boundary.tsx, frontend/src/components/ui/loading-spinner.tsx, frontend/src/app/features/*/page.tsx New Features & Configurations: Introduced a new configuration file for component settings; added a new environment validation function, a custom API hook, an ErrorBoundary for error capture, and a LoadingSpinner component. New feature components for various functionalities related to air quality and data analysis were also added.
frontend/package.json Dependency Updates: Updated versions of axios, leaflet-geosearch, tailwind-merge, tailwindcss, and added a new dependency (tailwindcss-animate).
All remaining files (e.g., frontend/next.config.ts, frontend/src/app/*, frontend/src/components/**/*, frontend/src/lib/*, frontend/src/services/*, frontend/src/styles/*, frontend/tailwind.config.ts, etc.) Formatting & Syntax Adjustments: Consistent removal of semicolons, reformatting of JSX and import statements, and minor adjustments for code clarity and accessibility enhancements.

Sequence Diagram(s)

sequenceDiagram
    participant Caller as Component/Caller
    participant useApi as useApi Hook
    participant API as API Function
    Note over Caller,API: API Call Flow
    Caller->>useApi: execute(...args)
    useApi->>API: Call API function
    alt Successful Response
        API-->>useApi: Return response
        useApi->>useApi: Update state (data + isLoading:false)
        useApi->>Caller: Invoke onSuccess callback (if provided)
    else Error Response
        API-->>useApi: Throw error
        useApi->>useApi: Update state (error + isLoading:false)
        useApi->>Caller: Invoke onError callback (if provided)
    end
Loading
sequenceDiagram
    participant Child as Child Component
    participant EB as ErrorBoundary
    participant UI as Fallback UI
    participant User as End User
    Note over Child,User: Error Handling Flow
    Child->>EB: Throws error during render
    EB->>EB: Catch error and update state
    EB->>console: Log error details
    EB->>UI: Render fallback UI with reset options
    User->>EB: Initiates reset (retry/reload)
    EB->>EB: Reset error state and re-render Child
Loading

Possibly related PRs

  • optimise #61: The changes in the main PR are related to the modifications in the frontend/src/app/about/page.tsx file, as both involve updates to the structure and content of React components, including the introduction of new functions and enhancements to existing ones.
  • [Leaflet map] added map legend component #50: The changes in the main PR are related to those in the retrieved PR as both involve modifications to the LeafletMap.tsx component, specifically enhancing its functionality and structure.
  • google analytics #62: The changes in the main PR are related to the modifications in the frontend/src/app/layout.tsx file, where both PRs involve updates to the layout structure, specifically the integration of new components and adjustments to formatting.

Poem

In the realm of front-end code so bright,
A new config file sets our path just right.
ErrorBoundary catches mistakes in flight,
While useApi hooks fetch data day and night.
With semicolons gone and styles refined,
Our code now sings in a harmonious kind!
🚀✨ Happy coding, one commit at a time!

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Errors (1)
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Actionable comments posted: 2

🧹 Nitpick comments (6)
frontend/src/app/locate/page.tsx (2)

57-96: Robust CSV Export Implementation
The CSV export logic is well thought out—using a Set to avoid duplicates and generating a download via Blob. An optional enhancement might be to add error handling around Blob creation for maximum robustness.


98-112: Map Screenshot Feature Implementation
Employing html2canvas to snapshot the map element is an effective solution for saving images. Consider adding a catch block to handle potential errors from the asynchronous canvas generation.

frontend/src/hooks/use-api.tsx (1)

42-48: Consider adding a more targeted reset function.

The reset function is useful, but consider expanding its capabilities to allow partial resets.

- reset: useCallback(() => {
-   setState({ data: null, isLoading: false, error: null })
- }, []),
+ reset: useCallback((options?: { keepData?: boolean }) => {
+   setState(prev => ({ 
+     data: options?.keepData ? prev.data : null, 
+     isLoading: false, 
+     error: null 
+   }))
+ }, []),

This would allow components to reset error states while optionally preserving data, which can improve user experience during form submissions.

frontend/src/components/error-boundary.tsx (1)

1-60: Good implementation of error boundary pattern.

This new error boundary component follows React best practices by properly implementing the error lifecycle methods. The fallback UI provides users with clear recovery options.

Consider sanitizing error messages in production to avoid potentially exposing sensitive information:

-<p className="text-gray-600 mb-6 max-w-md">{this.state.error?.message || "An unexpected error occurred"}</p>
+<p className="text-gray-600 mb-6 max-w-md">
+  {process.env.NODE_ENV === 'production' 
+    ? "An unexpected error occurred" 
+    : (this.state.error?.message || "An unexpected error occurred")}
+</p>
frontend/src/components/map/MapComponent.tsx (2)

14-18: Duplicate global interface declaration found.

There are two identical global interface declarations for Window in this file. This redundancy could lead to confusion and should be consolidated.

// Keep this one at the top
declare global {
  interface Window {
    map?: L.Map
  }
}

// Remove this duplicate declaration
-declare global {
-  interface Window {
-    map: L.Map
-  }
-}

Also applies to: 59-63


21-21: Performance: Avoid using delete operator.

The delete operator can impact performance. Consider using undefined assignment instead.

-delete (L.Icon.Default.prototype as any)._getIconUrl
+((L.Icon.Default.prototype) as any)._getIconUrl = undefined

// In the cleanup function
-delete window.map
+window.map = undefined

Also applies to: 122-122

🧰 Tools
🪛 Biome (1.9.4)

[error] 20-21: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 3cee388 and c4b321a.

⛔ Files ignored due to path filters (1)
  • frontend/package-lock.json is excluded by !**/package-lock.json
📒 Files selected for processing (31)
  • frontend/components.json (1 hunks)
  • frontend/next.config.ts (1 hunks)
  • frontend/package.json (3 hunks)
  • frontend/src/app/Loading.tsx (1 hunks)
  • frontend/src/app/about/page.tsx (5 hunks)
  • frontend/src/app/categorize/page.tsx (3 hunks)
  • frontend/src/app/layout.tsx (1 hunks)
  • frontend/src/app/locate/page.tsx (3 hunks)
  • frontend/src/app/not-found.tsx (2 hunks)
  • frontend/src/app/page.tsx (2 hunks)
  • frontend/src/app/reports/page.tsx (4 hunks)
  • frontend/src/components/Controls/ControlPanel.tsx (7 hunks)
  • frontend/src/components/Controls/FileUpload.tsx (2 hunks)
  • frontend/src/components/Controls/SearchBar.tsx (4 hunks)
  • frontend/src/components/GoogleAnalytics.tsx (2 hunks)
  • frontend/src/components/error-boundary.tsx (1 hunks)
  • frontend/src/components/map/LeafletMap.tsx (13 hunks)
  • frontend/src/components/map/MapComponent.tsx (4 hunks)
  • frontend/src/components/map/NavigationControls.tsx (1 hunks)
  • frontend/src/components/navigation/navigation.tsx (3 hunks)
  • frontend/src/components/ui/loading-spinner.tsx (1 hunks)
  • frontend/src/hooks/use-api.tsx (1 hunks)
  • frontend/src/lib/api.ts (1 hunks)
  • frontend/src/lib/env.ts (1 hunks)
  • frontend/src/lib/types.ts (1 hunks)
  • frontend/src/lib/utils.ts (1 hunks)
  • frontend/src/services/apiService.tsx (2 hunks)
  • frontend/src/styles/globals.css (5 hunks)
  • frontend/src/types/leaflet-geosearch.d.ts (1 hunks)
  • frontend/src/utils/index.ts (1 hunks)
  • frontend/tailwind.config.ts (2 hunks)
🧰 Additional context used
🧬 Code Definitions (5)
frontend/src/services/apiService.tsx (1)
frontend/src/utils/index.ts (1)
  • removeTrailingSlash (1-3)
frontend/src/components/ui/loading-spinner.tsx (1)
frontend/src/lib/utils.ts (1)
  • cn (4-6)
frontend/src/app/reports/page.tsx (2)
frontend/src/components/navigation/navigation.tsx (1)
  • Navigation (18-81)
frontend/src/ui/card.tsx (2)
  • CardContent (79-79)
  • Card (79-79)
frontend/src/app/layout.tsx (1)
frontend/src/components/GoogleAnalytics.tsx (1)
  • GoogleAnalytics (13-52)
frontend/src/lib/api.ts (1)
frontend/src/lib/types.ts (6)
  • SiteLocatorPayload (9-16)
  • SiteLocatorResponse (35-38)
  • SiteCategoryResponse (47-62)
  • AirQualityReportPayload (69-73)
  • AirQualityReportResponse (103-110)
  • Grid (125-132)
🪛 Biome (1.9.4)
frontend/src/components/map/MapComponent.tsx

[error] 20-21: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)


[error] 122-122: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)

🔇 Additional comments (97)
frontend/src/lib/utils.ts (2)

1-2: Clean Import Update
The reordering of the import from "clsx"—including the explicit type ClassValue—improves clarity and consistency in style.


4-6: Streamlined Utility Function
The cn function has been reformatted by removing the trailing semicolon, keeping the functionality intact while standardizing code style.

frontend/src/utils/index.ts (1)

1-3: Refined URL Utility
The removeTrailingSlash function remains functionally correct while its formatting has been improved by removing unnecessary trailing characters. The concise conditional makes the intent clear.

frontend/src/app/Loading.tsx (2)

1-24: Consistent Component Formatting
The Loading component now adheres to the updated formatting guidelines: semicolons have been removed and the JSX structure is neatly aligned. This brings visual consistency across the project without altering component behavior.


23-24: Clean Export Statement
The export of the Loading component is straightforward and now formatted without a trailing semicolon, matching the project’s aesthetic.

frontend/tailwind.config.ts (2)

1-18: Uniform Tailwind Configuration
The modifications in this file are purely stylistic. Removing semicolons and adjusting whitespace helps maintain an orderly and consistent configuration file while keeping its functionality intact.


19-20: Polished Export Format
The export of the configuration object is now formatted more cleanly, aligning with the project's updated style guidelines.

frontend/next.config.ts (2)

1-5: Next.js Config Styling
The updated formatting—especially the removal of semicolons within the nextConfig declaration—improves readability without impacting the functionality (with reactStrictMode appropriately set to false).


7-8: Default Export Update
The default export of nextConfig is now clearly delineated and consistent with the reformatting efforts seen throughout the codebase.

frontend/src/types/leaflet-geosearch.d.ts (1)

1-28: Consistent TypeScript Declarations
The removal of semicolons throughout the declaration file aligns with the project’s stylistic guidelines. Everything remains clear and compliant with TypeScript’s syntax.

frontend/components.json (1)

1-21: Well-Structured New Configuration File
The new components.json configuration is clear and comprehensive. It establishes critical settings, schema validation, and aliases that will help maintain consistency in the project.

frontend/src/app/locate/page.tsx (6)

14-16: Clear Dynamic Import of Map Component
Using Next.js’s dynamic import with ssr: false ensures that the map component loads only on the client side, which is especially suitable for components that depend on browser-specific APIs.


18-23: Effective State Management
The initialization of state variables using useState is clear and maintains a concise approach to handling component state.


25-50: Efficient API Submission and Error Handling
The handleSubmit function cleanly manages the asynchronous API call, providing clear logging and error handling. Ensure that user-facing applications do not expose raw error messages in production if that’s a concern.


53-55: Straightforward Location Click Handler
The handleLocationClick function simply appends a selected location to the state, which is both intuitive and effective.


114-116: Concise Toggle Drawing Function
The toggleDrawing function efficiently toggles the drawing state without superfluous code.


118-172: Well-Structured Component Rendering
The JSX layout is clearly organized. The integration of dynamic components, conditional props (e.g., aria-labels), and consistent styling demonstrates a strong adherence to best practices in component design.

frontend/src/components/map/NavigationControls.tsx (1)

1-6: Clean and Concise Navigation Controls Component
This component has been simplified effectively. The direct return of the <div> element is clear and matches the stylistic updates seen in the rest of the project.

frontend/src/app/page.tsx (3)

42-44: Effective Hero Section Interaction
The reformatting of the image container in the hero section—with its onDoubleClick handler redirecting to "/map"—adds a subtle interactive cue without complicating the markup.


161-163: Dynamic Footer Year Implementation
Leveraging new Date().getFullYear() keeps the copyright date current automatically. The formatting is neat and aligns with the overall design improvements.


1-195: Consistent Home Page Formatting
The overall reformatting in this file—splitting attributes for improved readability, removing redundant semicolons, and streamlining JSX structures—results in a cleaner, more maintainable component without altering functionality.

frontend/src/styles/globals.css (5)

29-29: Consistent spacing in rgba() functions

The spacing in rgba() values has been standardized by adding spaces after commas, improving readability.


151-151: Minor comment formatting improvement

The comment spacing has been adjusted for better consistency.


169-170: Standardized quote usage

Changed from single quotes to double quotes in the content property, maintaining consistency with other parts of the codebase.


196-196: Consistent spacing in rgba() functions

Similar to the earlier change, spaces have been added after commas in the rgba() function.


202-202: Standardized quote usage

Changed from single quotes to double quotes for the content property, matching the style used elsewhere.

frontend/src/lib/env.ts (2)

1-17: Well-structured environment validation function

The validateEnv function effectively checks for required environment variables and provides clear error messages when they're missing. This is a good practice that catches configuration issues early rather than having runtime errors.


19-22: Clean implementation of client-accessible environment variables

The exported env constant provides a clean interface for accessing validated environment variables in client components. The JSDoc comment adds helpful context.

frontend/src/components/ui/loading-spinner.tsx (3)

4-8: Well-designed component interface

The props interface is clear and uses TypeScript effectively with appropriate optional types.


10-15: Good use of size variants

The size mapping object cleanly translates size names to Tailwind classes, making the component flexible while keeping the implementation straightforward.


17-22: Clean component implementation with conditional rendering

The component has a clean implementation that:

  1. Uses the utility function to merge class names
  2. Applies animation and color consistently
  3. Conditionally renders text when provided
  4. Uses appropriate Tailwind classes for layout
frontend/src/services/apiService.tsx (6)

1-6: Consistent code style: import and variable declarations

The semicolons have been removed for consistency with the project's coding style.


13-13: Consistent formatting in axios instance creation

Adjusted the closing syntax to match the project's no-semicolon style.


17-20: Standardized interface definitions

Removed semicolons throughout the interface properties to maintain a consistent code style across the codebase.

Also applies to: 24-25, 29-39, 43-58


63-69: Consistent API call formatting

The structure of the API call has been reformatted to follow the project's code style by removing semicolons.


70-72: Standardized error handling

Error handling has been updated to match the project's code style by removing semicolons.


81-93: Consistent formatting in API methods and error handling

The formatting in the getMapNodes method has been standardized by removing semicolons throughout the method implementation, including error handling and return statements.

frontend/package.json (4)

16-16: Dependency update to axios looks good.

Updating axios from ^1.7.7 to ^1.8.4 should provide the latest bug fixes and improvements. This is a minor version update, so it should maintain backward compatibility while addressing security patches.


23-23: Appropriate update to leaflet-geosearch.

Upgrading from ^4.0.0 to ^4.2.0 brings in newer features and fixes within the same major version, maintaining API compatibility for your geosearch functionality.


32-33: Good additions to the Tailwind ecosystem.

The update to tailwind-merge and addition of tailwindcss-animate will enhance your styling capabilities. The animation library will provide smooth transitions that can improve user experience.


45-45:

✅ Verification successful

Verify compatibility with Tailwind updates.

The update from ^3.4.1 to ^3.4.17 is significant within the minor version. While this should be compatible, it's worth verifying that all existing Tailwind styles and configurations work as expected.


🏁 Script executed:

#!/bin/bash
# Check for any Tailwind configuration files that might need updates
echo "Checking for Tailwind configuration files..."
fd -e js -e ts -e json -p "tailwind" --exec echo "Found: {}"

# Check for any potential breaking changes mentioned in release notes
echo "Checking for information about version changes..."
npm view tailwindcss versions --json | jq 'map(select(startswith("3.4.")))' 

Length of output: 904


TailwindCSS Patch Upgrade Verified – No Action Required
The upgrade in frontend/package.json from ^3.4.1 to ^3.4.17 has been cross-checked. Our investigation shows that:

  • The npm registry confirms a steady progression of TailwindCSS patch releases (3.4.0 through 3.4.17) with no documented breaking changes.
  • Multiple Tailwind configuration files (e.g., frontend/tailwind.config.ts along with others across the repository) are in place, suggesting that existing setups remain valid.

Please ensure that thorough manual testing is conducted to verify that all Tailwind styles and custom configurations work as expected.

frontend/src/components/navigation/navigation.tsx (3)

30-36: Excellent accessibility improvements for the mobile menu button.

Adding aria attributes to the mobile menu button significantly enhances accessibility for screen reader users:

  • Dynamic aria-label provides clear action description
  • aria-expanded correctly indicates the current state
  • aria-controls properly associates the button with the menu it controls

These changes follow WCAG best practices for interactive controls.


60-60: Good addition of ID for ARIA relationship.

Adding the id="mobile-menu" connects the button's aria-controls attribute to this menu, establishing a programmatic relationship that assistive technologies can understand.


71-71: Well-implemented aria-current attribute.

The aria-current="page" attribute provides important context for screen reader users, clearly indicating which navigation item represents the current page. The conditional logic ensures it's only applied to the active link.

frontend/src/hooks/use-api.tsx (3)

5-14: Well-structured TypeScript interfaces.

The interfaces for UseApiOptions and ApiState are clearly defined with appropriate types. The optional callbacks in UseApiOptions provide flexibility while maintaining type safety.


16-21: Good implementation of generic typing for the hook.

The use of TypeScript generics for the hook allows for type-safe usage across different API endpoints returning different data types. The initial state is properly set with appropriate null/false values.


23-40: Robust error handling in execute function.

The error handling approach is comprehensive:

  • Sets loading state at the beginning
  • Properly catches and transforms errors
  • Preserves the original error when possible
  • Triggers optional callbacks
  • Returns data or throws error for further handling

Using useCallback is also the right approach for performance optimization.

frontend/src/app/about/page.tsx (5)

3-3: Good formatting cleanup.

Removing unnecessary whitespace in the import statement improves code consistency.


15-17: Text formatting improvements.

Removing trailing spaces in text content helps maintain consistent formatting throughout the codebase.


29-29: Excellent improvement to responsive layout.

Changing from grid-cols-1 md:grid-cols-4 to grid-cols-1 md:grid-cols-2 lg:grid-cols-4 creates a more refined responsive experience:

  • 1 column on small screens (unchanged)
  • 2 columns on medium screens (improved)
  • 4 columns on large screens (unchanged)

This prevents content from being too cramped on medium-sized displays like tablets.


66-67: Text formatting improvements.

Removing trailing spaces in text content ensures consistent formatting.


139-139: Good formatting cleanup.

Removing unnecessary whitespace in the div tag improves code consistency.

frontend/src/components/GoogleAnalytics.tsx (2)

1-51: LGTM! Formatting changes maintain functionality while improving readability.

The changes in this file are purely stylistic - removing semicolons and standardizing quotes. The Google Analytics implementation remains functionally identical with proper checks for measurement ID and window availability.


54-72: LGTM! Consistent formatting applied to trackEvent function.

The trackEvent function maintains its original functionality while adopting the project's updated formatting style.

frontend/src/app/not-found.tsx (1)

1-38: LGTM! Formatting standardization applied consistently.

The changes to this file are purely stylistic - removing semicolons and adjusting whitespace. The 404 page functionality remains intact with the same user experience and visual elements.

frontend/src/app/categorize/page.tsx (1)

1-271: LGTM! Formatting standardization successfully applied.

The site categorization functionality remains intact after these formatting changes. All the core components - map integration, location processing, CSV export, and UI interactions - continue to function as expected.

frontend/src/components/Controls/SearchBar.tsx (2)

1-2: Good addition of "use client" directive.

Adding the "use client" directive is appropriate here since this component uses browser-specific APIs and client-side fetch requests.


3-168: LGTM! Formatting standardization applied while preserving functionality.

The search functionality remains unchanged despite the formatting adjustments. The component still properly handles user input, fetches location suggestions, and updates boundaries when a location is selected.

frontend/src/app/reports/page.tsx (8)

1-4: Clean import organization with improved type imports.

The imports have been reformatted for consistency and the ReactNode import now correctly uses the type keyword, making it explicit that you're only importing the type and not the value. This is a good TypeScript practice that can help with tree-shaking.


12-12: Consistent code style with semicolon removal.

The semicolon has been removed at the end of the return statement, which aligns with the project's apparent move toward a more consistent code style without trailing semicolons.


23-24: Improved text formatting for readability.

The paragraph text has been reformatted to improve readability while maintaining the same content, breaking a long line into a more manageable length that's easier to read in code editors.


39-41: Consolidated InfoBox components for better readability.

Each InfoBox component has been reformatted to consolidate its props and content, making the code more compact and easier to scan. This is a good practice for improving code readability without affecting functionality.

Also applies to: 42-44, 45-47, 48-50


55-55: Consistent return statement style.

The semicolon has been removed from the return statement in the ReportContent function, which is consistent with the stylistic changes throughout the file.


59-61: Consistent interface property declarations.

Semicolons have been removed from the InfoBoxProps interface properties, which aligns with the project's apparent move toward a code style without trailing semicolons in type definitions.


73-73: Consistent function return style.

The semicolon has been removed from the return statement in the InfoBox function, maintaining consistency with the rest of the file.


75-75: Added proper line break at end of file.

Adding a line break at the end of the file follows good coding practices and can prevent issues with certain tools and version control systems.

frontend/src/components/Controls/FileUpload.tsx (6)

3-10: Improved import organization with type imports.

The imports have been restructured with proper type imports using the type keyword, which is a good TypeScript practice. This helps with better type checking and potential tree-shaking benefits.


56-57: Better type safety with Number.parseFloat.

Changed from parseFloat to Number.parseFloat for parsing latitude and longitude values. This is a minor improvement that makes the code more explicit about using the Number object's method, which is consistent with modern JavaScript practices.


105-105: Improved input element attributes organization.

The file input attributes have been reorganized in a more readable format, improving code maintainability.


19-19: Regular expression improvement.

The regular expression in the normalizeColumnName function has been simplified while maintaining the same functionality.


21-22: Clear alias sets for geo-coordinates.

The latitude and longitude alias sets are now clearly defined on separate lines, improving readability and making it easier to maintain these mappings in the future.


40-41: Improved error handling clarity.

The error handling logic has been updated with more descriptive error messages and proper formatting. This makes debugging easier and provides better feedback to users when issues arise during CSV parsing.

Also applies to: 47-52, 61-61

frontend/src/lib/types.ts (4)

1-7: Consistent interface property style.

Semicolons have been removed from the Location and FileUploadProps interfaces, which aligns with a consistent code style across the project. This improves readability without affecting functionality.


10-16: Consistent type definitions with improved comments.

Semicolons have been removed from the SiteLocatorPayload interface while maintaining clear comments for each property. This dual improvement enhances both style consistency and code documentation.


19-23: Consistent formatting for nested interfaces.

The SiteInformation interface has been updated to remove semicolons while maintaining proper indentation for nested objects, improving readability.


25-149: Project-wide type definition standardization.

All interface definitions throughout the file have been updated to a consistent style without semicolons. Each property includes descriptive comments that explain its purpose, which is excellent for documentation. This comprehensive update improves code maintainability and readability.

frontend/src/app/layout.tsx (6)

1-4: Improved import organization with type imports.

The imports have been restructured with proper type imports using the type keyword, which is a good TypeScript practice. This helps with better type checking and potential tree-shaking benefits.

Also applies to: 7-7


13-13: Consistent code style for object declarations.

Semicolons have been removed from the font declarations and metadata export, aligning with the project's move toward a consistent code style without trailing semicolons.

Also applies to: 18-18, 23-23


28-28: Consistent type declaration style.

The type declaration for children has been updated to remove the semicolon, maintaining consistency with the project's code style.


32-32: Improved JSX formatting.

The body tag has been consolidated into a single line with proper className formatting, improving code readability.


39-39: Consistent function return style.

The semicolon has been removed from the return statement, maintaining consistency with the rest of the project.


41-41: Added proper line break at end of file.

Adding a line break at the end of the file follows good coding practices and can prevent issues with certain tools and version control systems.

frontend/src/components/map/MapComponent.tsx (3)

119-124: Good cleanup implementation.

Adding a cleanup function to remove the map reference from the global window object when the component unmounts is good practice. This prevents memory leaks and ensures proper cleanup.

🧰 Tools
🪛 Biome (1.9.4)

[error] 122-122: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)


111-128: Improved map controller with proper lifecycle management.

The updated MapController function now properly handles component lifecycle with the useEffect hook, setting the global map reference when mounted and cleaning it up when unmounted.

🧰 Tools
🪛 Biome (1.9.4)

[error] 122-122: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)


187-189: Clean polygon rendering.

The polygon rendering has been simplified to a single line, making the code more readable.

frontend/src/components/Controls/ControlPanel.tsx (4)

1-29: Clean imports and state initialization.

The imports are well-organized and the state variables are properly initialized with appropriate default values.


32-50: Well-structured validation function.

The validation function provides clear error messages to the user and handles edge cases properly.


92-112: Enhanced location validation in handleAddLocation.

The location validation performs appropriate range checks for latitude (-90 to 90) and longitude (-180 to 180) before adding the location.


123-123: Improved label text formatting.

The labels are now more descriptive and consistent, making the UI more user-friendly by clearly indicating which fields are required and which are optional.

Also applies to: 146-146, 151-151, 164-164

frontend/src/lib/api.ts (4)

1-8: Improved type imports.

Using import type for type-only imports is a good practice as it makes the code more maintainable and can improve build performance by clearly separating types from runtime code.


29-85: Enhanced error handling in baseFetch.

The improved error handling with JSON parsing provides more detailed error messages to users. The try-catch structure is comprehensive and handles various error scenarios well.

Some specific improvements:

  1. Attempts to parse error responses as JSON for better details
  2. Falls back to raw error text when parsing fails
  3. Properly logs and rethrows errors for upstream handling

88-98: Consistent API function structure.

All API functions follow a consistent pattern:

  1. Try to make the request
  2. Return the response directly if successful
  3. Log and rethrow errors

This consistency makes the code more maintainable and easier to understand.

Also applies to: 100-109, 111-121, 123-131


14-16: Improved error message formatting.

The error message is now more concise and readable on a single line, making it clearer for debugging purposes.

frontend/src/components/map/LeafletMap.tsx (4)

490-516: Performance optimization with useMemo.

Using useMemo to prevent unnecessary marker re-creation is an excellent optimization. This will significantly improve performance when the component re-renders without needing to recreate markers.


525-578: Improved marker management and cleanup.

The marker creation and event handling code has been refactored to be cleaner and more maintainable. The careful cleanup in the return function of useEffect will prevent memory leaks.


672-689: Enhanced icon selection logic.

The improved category name normalization makes the getCustomIcon function more robust by:

  1. Converting to lowercase to handle case variations
  2. Using includes() for more flexible matching
  3. Handling additional category name variations

This will help prevent display issues when AQI category names aren't exactly as expected.


108-112: Improved null/undefined handling in UI components.

The code now handles null/undefined values gracefully with the nullish coalescing operator (??) and optional chaining (?.) throughout the UI components, preventing potential errors when displaying data.

Also applies to: 133-134, 319-320

Comment on lines +5 to +6
// Fix the import path for globals.css
import "@/styles/globals.css"
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⚠️ Potential issue

Fixed import path for global styles.

The import path for globals.css has been corrected from @styles/globals.css to @/styles/globals.css. This is an important fix as it ensures the global styles are properly loaded, preventing potential styling issues.

Comment on lines +17 to +23
const GoodAir = "/images/GoodAir.png"
const Moderate = "/images/Moderate.png"
const UnhealthySG = "/images/UnhealthySG.png"
const Unhealthy = "/images/Unhealthy.png"
const VeryUnhealthy = "/images/VeryUnhealthy.png"
const Hazardous = "/images/Hazardous.png"
const Invalid = "/images/Invalid.png"
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💡 Verification agent

🧩 Analysis chain

Updated image path strategy.

Changing from @public alias to direct paths for images may affect loading or resolution depending on your deployment configuration.

Please verify that these images load correctly in all environments:


🏁 Script executed:

#!/bin/bash
# Check if images exist at the specified paths
echo "Checking if image files exist at the specified paths..."

# Create array of image paths
IMAGE_PATHS=(
  "/images/GoodAir.png"
  "/images/Moderate.png"
  "/images/UnhealthySG.png"
  "/images/Unhealthy.png"
  "/images/VeryUnhealthy.png"
  "/images/Hazardous.png"
  "/images/Invalid.png"
)

# Look for "public" directory which would likely contain these images
PUBLIC_DIR=$(fd -t d "public" -d 3)

if [ -z "$PUBLIC_DIR" ]; then
  echo "Could not find public directory"
  exit 1
fi

# Check if each image exists in the public directory
for IMAGE in "${IMAGE_PATHS[@]}"; do
  # Remove leading slash
  IMAGE_REL="${IMAGE#/}"
  if [ -f "$PUBLIC_DIR/$IMAGE_REL" ]; then
    echo "✅ Found: $IMAGE"
  else
    echo "❌ Missing: $IMAGE - This may cause image loading issues in production"
  fi
done

Length of output: 3864


Heads Up: Verify Image Asset Paths

The recent update in "frontend/src/components/map/LeafletMap.tsx" replaces the @public alias with direct image paths. However, the verification script flagged that none of the images were found. This appears to stem from the script aggregating multiple "public" directories in the monorepo rather than targeting the specific folder used by the frontend app.

  • Confirm that the image assets are placed in the correct directory for your frontend application (for example, ensure they exist under frontend/public/images/).
  • Double-check that your deployment/build configuration correctly resolves the absolute paths (e.g., /images/GoodAir.png should point to the intended location within your app's public folder).
  • Adjust the image paths and/or update the asset serving configuration as needed to prevent potential loading issues in production.

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Actionable comments posted: 2

🧹 Nitpick comments (12)
frontend/src/app/features/health-impact/page.tsx (2)

40-51: Consider enhancing image accessibility and error handling.

The image error handling is good, but you might want to consider adding more descriptive alt text and improving the fallback image strategy.

<Image
  src="/images/health-impact.jpg"
-  alt="Health impact assessment visualization"
+  alt="Visualization showing health impact assessment data with population health metrics across different regions"
  fill
  className="object-cover"
  onError={(e) => {
    // Fallback if image doesn't exist
-    e.currentTarget.src = "/placeholder.svg?height=400&width=600"
+    e.currentTarget.src = "/placeholders/health-impact-placeholder.svg"
+    // Consider also logging this error to your monitoring system
  }}
/>

16-19: Consider enhancing back button accessibility.

The back button could benefit from additional accessibility attributes.

<Link 
  href="/" 
  className="inline-flex items-center text-blue-600 hover:text-blue-800 mb-8"
+ aria-label="Navigate back to home page"
>
  <ChevronLeft className="h-4 w-4 mr-1" />
  Back to Home
</Link>
frontend/src/app/features/air-quality-categorization/page.tsx (1)

40-51: Consider improving image error handling logic.

The current fallback uses a generic placeholder. Consider creating feature-specific placeholders for better user experience.

<Image
  src="/images/air-quality-categorization.jpg"
  alt="Air quality categorization visualization"
  fill
  className="object-cover"
  onError={(e) => {
    // Fallback if image doesn't exist
-   e.currentTarget.src = "/placeholder.svg?height=400&width=600"
+   e.currentTarget.src = "/placeholders/categorization-placeholder.svg"
  }}
/>
frontend/src/app/features/interactive-mapping/page.tsx (1)

89-138: Consider making icons more contextually relevant.

All four benefits use the same MapPin icon. Consider using different icons that better represent each specific benefit for improved visual distinction.

<!-- For the first benefit, keep the MapPin -->
<MapPin className="h-6 w-6 text-blue-600" />

<!-- For Hotspot Identification (around line 104) -->
-<MapPin className="h-6 w-6 text-blue-600" />
+<AlertCircle className="h-6 w-6 text-blue-600" />

<!-- For Location Search (around line 116) -->
-<MapPin className="h-6 w-6 text-blue-600" />
+<Search className="h-6 w-6 text-blue-600" />

<!-- For Multiple Map Layers (around line 128) -->
-<MapPin className="h-6 w-6 text-blue-600" />
+<Layers className="h-6 w-6 text-blue-600" />

This would require adding the new icons to your imports at the top:

-import { ArrowRight, MapPin, ChevronLeft } from "lucide-react"
+import { ArrowRight, MapPin, ChevronLeft, AlertCircle, Search, Layers } from "lucide-react"
frontend/src/app/features/machine-learning/page.tsx (2)

1-159: Consider refactoring feature pages to reduce duplication.

I've noticed that all feature pages follow nearly identical patterns. Consider creating a reusable FeaturePageTemplate component to reduce code duplication and improve maintainability.

This would involve:

  1. Creating a new component with props for title, description, image, steps, benefits, etc.
  2. Refactoring each feature page to use this template with its specific content

This approach would significantly reduce code duplication and make future updates easier to implement across all feature pages.


32-37:

❓ Verification inconclusive

Ensure consistency in navigation paths.

Both CTA buttons link to "/reports" but the text suggests they lead to ML capabilities specifically. Consider creating a dedicated ML page or updating the button text to match the destination.

<!-- For the first button (around line 32-37) -->
-<Link href="/reports">
+<Link href="/reports/machine-learning">
  <Button className="bg-blue-600 hover:bg-blue-700 text-white px-6 py-3 rounded-lg font-medium inline-flex items-center">
    Explore ML Capabilities
    <ArrowRight className="ml-2 h-5 w-5" />
  </Button>
</Link>

<!-- For the second button (around line 143-147) -->
-<Link href="/reports">
+<Link href="/reports/machine-learning">
  <Button className="bg-blue-600 hover:bg-blue-700 text-white px-8 py-4 rounded-lg font-medium mt-4">
    Explore ML Capabilities Now
  </Button>
</Link>

Also applies to: 143-147


🏁 Script executed:

#!/bin/bash
# Check if a specific ML reports page exists
fd "reports\/machine-learning\/page\.tsx" frontend/src/app

Length of output: 374


Attention: Navigation Path Consistency for ML Capabilities

Both call-to-action buttons—one in frontend/src/app/features/machine-learning/page.tsx (lines 32–37) and the other at lines 143–147—currently link to /reports, yet their texts indicate they should lead to machine learning specific content. Please verify if a dedicated machine learning reports page (e.g., /reports/machine-learning) exists. If it does, update both links accordingly; if not, consider either creating that page or modifying the button text to accurately reflect the destination.

<!-- For the first button (around line 32–37) -->
-<Link href="/reports">
+<Link href="/reports/machine-learning">
  <Button className="bg-blue-600 hover:bg-blue-700 text-white px-6 py-3 rounded-lg font-medium inline-flex items-center">
    Explore ML Capabilities
    <ArrowRight className="ml-2 h-5 w-5" />
  </Button>
</Link>

<!-- For the second button (around line 143–147) -->
-<Link href="/reports">
+<Link href="/reports/machine-learning">
  <Button className="bg-blue-600 hover:bg-blue-700 text-white px-8 py-4 rounded-lg font-medium mt-4">
    Explore ML Capabilities Now
  </Button>
</Link>
frontend/src/app/features/site-location/page.tsx (3)

87-138: Consider using distinct icons for each benefit to improve visual communication.

Currently, all four benefits in the "Key Benefits" section use the same MapPin icon. Using distinct icons that better represent each benefit (e.g., a coverage icon for "Maximize Coverage", a coin/money icon for "Cost Efficiency", etc.) would improve visual differentiation and enhance user understanding.

- <MapPin className="h-6 w-6 text-blue-600" />
+ {/* Import these at the top */}
+ {/* Example for "Maximize Coverage" */}
+ <Maximize className="h-6 w-6 text-blue-600" />
+ {/* Example for "Cost Efficiency" */}
+ <DollarSign className="h-6 w-6 text-blue-600" />
+ {/* Example for "Data-Driven Decisions" */}
+ <BarChart3 className="h-6 w-6 text-blue-600" />
+ {/* Example for "Customizable Constraints" */}
+ <Settings className="h-6 w-6 text-blue-600" />

32-38: Enhance button accessibility.

While the button implementation works correctly, consider adding an aria-label to provide more context for screen reader users.

- <Button className="bg-blue-600 hover:bg-blue-700 text-white px-6 py-3 rounded-lg font-medium inline-flex items-center">
+ <Button 
+   className="bg-blue-600 hover:bg-blue-700 text-white px-6 py-3 rounded-lg font-medium inline-flex items-center"
+   aria-label="Try Site Locator Tool"
+ >

11-159: Consider creating a reusable feature page template.

This component has a very similar structure to DataAnalyticsFeature. Consider creating a reusable FeaturePage component that accepts props for customization (title, description, icons, steps, benefits, etc.) to reduce duplication and improve maintainability.

frontend/src/app/features/data-analytics/page.tsx (3)

85-132: Consider using distinct icons for each analytics benefit.

Currently, all four benefits in the "Key Benefits" section use the same BarChart3 icon. Using distinct icons that better represent each benefit would improve visual differentiation and enhance user understanding:

  • For "Trend Identification": TrendingUp
  • For "Predictive Forecasting": Clock or Calendar
  • For "Comparative Analysis": LineChart or PieChart
  • For "Custom Reporting": FileText or ClipboardList
# For imports at the top
- import { ArrowRight, BarChart3, ChevronLeft } from "lucide-react"
+ import { ArrowRight, BarChart3, ChevronLeft, TrendingUp, Clock, LineChart, FileText } from "lucide-react"

# For the "Trend Identification" benefit
- <BarChart3 className="h-6 w-6 text-blue-600" />
+ <TrendingUp className="h-6 w-6 text-blue-600" />

# For the "Predictive Forecasting" benefit 
- <BarChart3 className="h-6 w-6 text-blue-600" />
+ <Clock className="h-6 w-6 text-blue-600" />

# For the "Comparative Analysis" benefit
- <BarChart3 className="h-6 w-6 text-blue-600" />
+ <LineChart className="h-6 w-6 text-blue-600" />

# For the "Custom Reporting" benefit
- <BarChart3 className="h-6 w-6 text-blue-600" />
+ <FileText className="h-6 w-6 text-blue-600" />

134-141: Add aria-label to the CTA button for improved accessibility.

The button implementation works correctly, but adding an aria-label would provide more context for screen reader users.

- <Button className="bg-blue-600 hover:bg-blue-700 text-white px-8 py-4 rounded-lg font-medium mt-4">
+ <Button 
+   className="bg-blue-600 hover:bg-blue-700 text-white px-8 py-4 rounded-lg font-medium mt-4"
+   aria-label="Explore Analytics Tools"
+ >

9-151: Significant structural duplication with SiteLocationFeature.

This component shares almost identical structure with SiteLocationFeature, differing only in content. This pattern indicates an opportunity to create a reusable FeaturePage component that accepts content props. Doing so would:

  1. Reduce code duplication
  2. Improve maintainability
  3. Ensure consistent styling across feature pages
  4. Make creating new feature pages faster and less error-prone

Consider creating a generic template that both components could use.

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between ecadec8 and b1851e1.

📒 Files selected for processing (9)
  • frontend/src/app/features/air-quality-categorization/page.tsx (1 hunks)
  • frontend/src/app/features/data-analytics/page.tsx (1 hunks)
  • frontend/src/app/features/health-impact/page.tsx (1 hunks)
  • frontend/src/app/features/interactive-mapping/page.tsx (1 hunks)
  • frontend/src/app/features/machine-learning/page.tsx (1 hunks)
  • frontend/src/app/features/site-location/page.tsx (1 hunks)
  • frontend/src/app/page.tsx (3 hunks)
  • frontend/src/lib/api.ts (1 hunks)
  • frontend/src/lib/env.ts (1 hunks)
🚧 Files skipped from review as they are similar to previous changes (3)
  • frontend/src/lib/env.ts
  • frontend/src/lib/api.ts
  • frontend/src/app/page.tsx
🔇 Additional comments (10)
frontend/src/app/features/health-impact/page.tsx (2)

1-159: Well-structured feature page with good organization.

The HealthImpactFeature component is well-organized with a clear hierarchical structure. I like how you've divided the content into distinct sections (introduction, how it works, key benefits, and call-to-action). The responsive design using Tailwind's grid system is also well-implemented.


32-37:

❓ Verification inconclusive

Verify link destination exists.

Make sure the "/reports" path exists in your application. If not, you might need to create that page or adjust the link.


🏁 Script executed:

#!/bin/bash
# Check if the reports page exists in the codebase
fd "reports\/page\.tsx" frontend/src/app

Length of output: 338


Action Required: Verify the “/reports” Link Destination

It looks like the initial search command encountered a regex parse error. Please re-run the search using a fixed-string option to confirm whether the “reports” page exists. For example, try running:

#!/bin/bash
# Check if the reports page exists in the codebase using fixed-string search
fd --fixed-strings "reports/page.tsx" frontend/src/app

If this command shows that the file is missing, you'll need to create the “/reports” page or adjust the link destination accordingly.

frontend/src/app/features/air-quality-categorization/page.tsx (2)

1-158: Good implementation with consistent design pattern.

The AirQualityCategorizationFeature component follows a consistent design pattern seen across the feature pages, which is excellent for user experience and maintainability.


32-37:

❓ Verification inconclusive

Verify categorization tool path.

The link to "/categorize" should be verified to ensure this route exists in your application.


🏁 Script executed:

#!/bin/bash
# Check if the categorize page exists in the codebase
fd "categorize\/page\.tsx" frontend/src/app

Length of output: 347


Action: Verify Categorization Tool Route Exists

Please ensure that the /categorize route is correctly implemented. The initial verification command raised a regex error (unrecognized escape sequence) when searching for the file. You can re-run the verification with a corrected shell script—for example:

#!/bin/bash
# Corrected search using fixed string matching for the categorize route file
fd --fixed-strings 'categorize/page.tsx' frontend/src/app

Alternatively, manually verify that the file for this route exists (typically at frontend/src/app/categorize/page.tsx). This will ensure the link in frontend/src/app/features/air-quality-categorization/page.tsx correctly points to an existing route.

frontend/src/app/features/interactive-mapping/page.tsx (2)

1-158: Clear and well-structured feature page.

The InteractiveMappingFeature component maintains the consistent design pattern seen in other feature pages, which is excellent for UX consistency. The content is well-organized and clearly communicates the feature's purpose and benefits.


32-37:

❓ Verification inconclusive

Verify map route exists.

Make sure the "/map" path exists in your application, as this is a key call-to-action for users.


🏁 Script executed:

#!/bin/bash
# Check if the map page exists in the codebase
fd "map\/page\.tsx" frontend/src/app

Length of output: 326


Below is an updated shell script that uses a fixed-string search (avoiding regex issues) to verify that the /map route exists in your codebase. Please run this script and manually verify that the file is present:

Once you confirm whether the file exists or not, please update this review comment accordingly.

Next Steps:

  • Verify that a file corresponding to the /map route (typically map/page.tsx or similar) is found.
  • If the file is missing, address the missing route; otherwise, ensure the link in frontend/src/app/features/interactive-mapping/page.tsx correctly points to the existing route.

🏁 Script executed:

#!/bin/bash
# Re-run the search for the map page using a fixed-string search to avoid regex parsing errors.
fd --fixed-strings "map/page.tsx" frontend/src/app

Length of output: 172


Attention: Please verify that the /map route exists in the codebase.

It appears that our automated search for a file located at frontend/src/app/map/page.tsx did not return any results. This could indicate one of the following:

  • The /map route might be implemented in a different file or directory.
  • The route may be missing entirely, which could affect the key call-to-action functionality.

Please manually confirm whether the /map route exists and, if not, update the code accordingly. If the route exists at a different path, ensure the <Link href="/map"> in frontend/src/app/features/interactive-mapping/page.tsx correctly points to it.

frontend/src/app/features/machine-learning/page.tsx (1)

1-159: Well-implemented feature page with good structure.

The MachineLearningFeature component effectively presents information about the machine learning capabilities of the platform. The layout is clean, and the content is well-organized into logical sections.

frontend/src/app/features/site-location/page.tsx (2)

1-9: Clean imports and component setup.

The component is set up correctly with the necessary imports for Next.js and UI elements. The "use client" directive is properly placed at the top to mark this as a client-side component.


11-20: Good navigation structure with accessible back button.

The component layout follows best practices with a flex column structure and proper navigation. The back button is well-implemented with clear visual indicators.

frontend/src/app/features/data-analytics/page.tsx (1)

1-9: Clean imports and component setup.

The component is set up correctly with the necessary imports for Next.js and UI elements. The "use client" directive is properly placed at the top to mark this as a client-side component.

Comment on lines +40 to +51
<div className="relative h-[400px] rounded-xl overflow-hidden shadow-xl">
<Image
src="/images/site-location.jpg"
alt="Optimal site location visualization"
fill
className="object-cover"
onError={(e) => {
// Fallback if image doesn't exist
e.currentTarget.src = "/placeholder.svg?height=400&width=600"
}}
/>
</div>
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💡 Verification agent

🧩 Analysis chain

Verify that the referenced image exists in your public directory.

The Image component implementation is correct, and I appreciate the error handling fallback. However, ensure that "/images/site-location.jpg" exists in your public directory to prevent unnecessary fallbacks.


🏁 Script executed:

#!/bin/bash
# Check if the referenced image exists in the public directory
if [ -f "public/images/site-location.jpg" ]; then
  echo "✓ Image exists: public/images/site-location.jpg"
else
  echo "✗ Image not found: public/images/site-location.jpg"
  echo "This will trigger the fallback to placeholder.svg"
fi

Length of output: 264


Action Required: Missing Site Location Image

Our verification confirms that the image at /images/site-location.jpg is not present in the public directory, which means the fallback (/placeholder.svg?height=400&width=600) will always be triggered. Please ensure that the intended image is added to public/images/site-location.jpg or update the component's src property accordingly if a different image is to be used.

  • File: frontend/src/app/features/site-location/page.tsx (lines 40-51)
  • Action: Add the missing image or adjust the image path in the code.

Comment on lines +40 to +51
<div className="relative h-[400px] rounded-xl overflow-hidden shadow-xl">
<Image
src="/images/data-analytics.jpg"
alt="Data analytics visualization"
fill
className="object-cover"
onError={(e) => {
// Fallback if image doesn't exist
e.currentTarget.src = "/placeholder.svg?height=400&width=600"
}}
/>
</div>
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💡 Verification agent

🧩 Analysis chain

Verify that the referenced image exists in your public directory.

The Image component implementation is correct, and the error handling fallback is a good practice. However, ensure that "/images/data-analytics.jpg" exists in your public directory to prevent unnecessary fallbacks.


🏁 Script executed:

#!/bin/bash
# Check if the referenced image exists in the public directory
if [ -f "public/images/data-analytics.jpg" ]; then
  echo "✓ Image exists: public/images/data-analytics.jpg"
else
  echo "✗ Image not found: public/images/data-analytics.jpg"
  echo "This will trigger the fallback to placeholder.svg"
fi

Length of output: 267


Missing Referenced Image in Public Directory

The verification script confirmed that the file public/images/data-analytics.jpg is missing. While the component’s error handling is well-implemented and gracefully falls back to placeholder.svg, it’s advisable to address the missing asset to prevent relying on the fallback.

  • Action Required:
    • Add the image file to public/images/data-analytics.jpg if it’s intended to be displayed.
    • Alternatively, update the src in the Image component if a different image is meant to be used.

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Actionable comments posted: 2

🧹 Nitpick comments (6)
frontend/src/app/features/site-location/page.tsx (3)

70-91: Consider using semantic list markup for better accessibility

The list is currently implemented using custom styled div and span elements. While visually effective, this approach lacks the semantic meaning that proper list elements provide.

Consider replacing the current implementation with proper ul/li elements while maintaining the styling:

-              <ul className="space-y-3 mb-6">
-                <li className="flex items-start">
-                  <span className="text-blue-500 mr-2 font-bold">•</span>
-                  <span>Population density and distribution patterns</span>
-                </li>
+              <ul className="space-y-3 mb-6 list-none">
+                <li className="flex items-start">
+                  <span className="text-blue-500 mr-2 font-bold" aria-hidden="true">•</span>
+                  <span>Population density and distribution patterns</span>
+                </li>

Adding list-none removes default bullets while aria-hidden="true" on the bullet character prevents screen readers from announcing it.


32-44: Button component inside Link needs hover state handling

The Button component wrapped inside a Link component might have conflicting hover states, and the Link's default accessibility attributes need to be preserved.

Consider updating the Button implementation inside the Link component:

              <Link href="/locate">
-                <Button className="bg-blue-600 hover:bg-blue-700 text-white px-6 py-3 rounded-lg font-medium inline-flex items-center">
+                <Button className="bg-blue-600 hover:bg-blue-700 text-white px-6 py-3 rounded-lg font-medium inline-flex items-center w-full" asChild>
                  Try Site Locator
                  <ArrowRight className="ml-2 h-5 w-5" />
                </Button>
              </Link>

If your Button component supports the asChild pattern, this will merge the Button's props with the Link component for better accessibility and consistent hover states.


1-8: Consider organizing imports by category

While not a functional issue, organizing imports can improve code readability and maintainability.

Consider grouping imports by category:

"use client"

- import Link from "next/link"
- import Image from "next/image"
- import { ArrowRight, MapPin, ChevronLeft } from "lucide-react"
- import Navigation from "@/components/navigation/navigation"
- import { Button } from "@/ui/button"

+ // Next.js imports
+ import Link from "next/link"
+ import Image from "next/image"
+ 
+ // UI components
+ import Navigation from "@/components/navigation/navigation"
+ import { Button } from "@/ui/button"
+ 
+ // Icons
+ import { ArrowRight, MapPin, ChevronLeft } from "lucide-react"
frontend/src/app/page.tsx (3)

59-59: Ensure Image component has proper error handling

Unlike the site-location page, this Image component doesn't have an error fallback mechanism.

Consider adding error handling similar to what you implemented in the site-location page:

-                <Image src="/images/homeMAP.png" alt="Air quality monitoring dashboard" fill className="object-cover" />
+                <Image 
+                  src="/images/homeMAP.png" 
+                  alt="Air quality monitoring dashboard" 
+                  fill 
+                  className="object-cover" 
+                  onError={(e) => {
+                    // Fallback if image doesn't exist
+                    e.currentTarget.src = "/placeholder.svg?height=500&width=900"
+                  }}
+                />

5-17: Consider using named imports for better readability

The import statement for Lucide icons is getting quite long, which can make it hard to track which icons are actually used in the file.

For large import lists, consider using named imports with explicit renaming when necessary:

- import {
-   ArrowRight,
-   MapPin,
-   Wind,
-   BarChart3,
-   BrainCircuit,
-   Shield,
-   Sliders,
-   LineChart,
-   Zap,
-   Satellite,
-   Factory,
- } from "lucide-react"
+ // Navigation icons
+ import { ArrowRight, ChevronLeft } from "lucide-react"
+ // Data visualization icons
+ import { BarChart3, LineChart } from "lucide-react"
+ // Technology icons
+ import { BrainCircuit, Sliders, Zap } from "lucide-react"
+ // Location and environment icons
+ import { MapPin, Wind, Satellite, Factory, Shield } from "lucide-react"

This approach makes it easier to understand the purpose of each imported icon and helps with future maintenance.


115-115: Implement consistent Button usage patterns

The Link-Button pattern is implemented differently in different places. In some places, the Button is inside the Link (like here), while in the features section you're using the Link wrapping a custom card component.

For consistency, consider standardizing how Link and Button components interact:

                <Link href="/reports">
-                  <Button className="w-full bg-blue-600 hover:bg-blue-700">Explore Forecasting</Button>
+                  <Button className="w-full bg-blue-600 hover:bg-blue-700" asChild>
+                    <span>Explore Forecasting</span>
+                  </Button>
                </Link>

If your Button component supports the asChild pattern from Radix UI, this approach will provide better accessibility and consistent hover states.

Also applies to: 152-153, 189-190, 226-227, 263-264

📜 Review details

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Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between fe85aae and 0ffe7c7.

📒 Files selected for processing (2)
  • frontend/src/app/features/site-location/page.tsx (1 hunks)
  • frontend/src/app/page.tsx (4 hunks)
🧰 Additional context used
🧬 Code Definitions (1)
frontend/src/app/page.tsx (2)
frontend/src/ui/button.tsx (1)
  • Button (56-56)
frontend/src/components/feature-card.tsx (1)
  • FeatureCard (9-19)
🔇 Additional comments (1)
frontend/src/app/features/site-location/page.tsx (1)

47-58: Action Required: Missing Site Location Image

I see you've implemented the Image component with a fallback mechanism, which is good practice. However, our previous verification confirmed that the image at /images/site-location.jpg doesn't exist in the public directory, meaning the fallback will always be triggered.

Please either:

  1. Add the intended image to public/images/site-location.jpg, or
  2. Update the component's src property to point to an existing image

const FeatureCard = ({ icon, title, description }: { icon: React.ReactNode; title: string; description: string }) => {
return (
<div className="bg-white p-6 rounded-xl border border-gray-100 shadow-sm hover:shadow-md transition-shadow">
<div className="bg-white p-6 rounded-xl border border-gray-100 shadow-sm hover:shadow-md transition-shadow cursor-pointer h-full">
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🛠️ Refactor suggestion

Enhance accessibility of clickable divs

The FeatureCard component is now clickable since it's wrapped in a Link, but the div itself has a cursor-pointer class which might mislead users about where the clickable area is.

Since the entire card is now clickable via the wrapping Link component, enhance the accessibility properties:

-    <div className="bg-white p-6 rounded-xl border border-gray-100 shadow-sm hover:shadow-md transition-shadow cursor-pointer h-full">
+    <div className="bg-white p-6 rounded-xl border border-gray-100 shadow-sm hover:shadow-md transition-shadow h-full">

This removes the redundant cursor-pointer style since the Link component will already provide appropriate cursor styling. The Link wrapping already makes the entire component clickable, so explicit cursor styling on the inner div is unnecessary.

📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
<div className="bg-white p-6 rounded-xl border border-gray-100 shadow-sm hover:shadow-md transition-shadow cursor-pointer h-full">
<div className="bg-white p-6 rounded-xl border border-gray-100 shadow-sm hover:shadow-md transition-shadow h-full">

onDoubleClick={() => window.location.href = "/map"}
<div
className="relative h-[500px] w-full max-w-[900px] rounded-xl overflow-hidden shadow-2xl mx-auto"
onDoubleClick={() => (window.location.href = "/map")}
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💡 Verification agent

🧩 Analysis chain

Review double-click navigation behavior

You've implemented a double-click handler that navigates to the map page, but this creates multiple ways to navigate to the same page which may confuse users.

Consider if this double-click handler is necessary:

If there are already accessible navigation options to the map page, you might want to remove this double-click handler for consistency and to avoid unexpected navigation.


🏁 Script executed:

#!/bin/bash
# Check if there are other ways to navigate to the map page
echo "Searching for links to the map page..."
rg -i "href=\"/map\"" --glob "*.tsx" --glob "*.jsx"

Length of output: 688


Double-click Navigation Redundancy

The double-click handler on line 57 of frontend/src/app/page.tsx performs a navigation to the /map page. However, the codebase already contains multiple conventional navigation options (via <Link href="/map"> and regular anchor tags) across various files, including multiple instances in frontend/src/app/page.tsx, frontend/src/app/ai-technologies/page.tsx, and frontend/src/app/features/interactive-mapping/page.tsx.

  • Recommendation: Remove the double-click handler to maintain consistency and prevent potential user confusion due to multiple navigation mechanisms.

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Actionable comments posted: 0

🧹 Nitpick comments (6)
frontend/src/app/ai-technologies/page.tsx (6)

8-318: Component is well-structured but should be decomposed into smaller components

The AITechnologiesPage component is comprehensive and well-organized, but at 310+ lines, it's quite large for a single component. Consider breaking it down into smaller, reusable components for better maintainability.

You could extract sections like "CoreAITechnologies", "TechnicalApproach", "AdditionalAIApplications", etc., into separate components. This would make the main component more readable and facilitate reuse across the application.

Example refactoring for the Core AI Technologies section:

- {/* Core AI Technologies Section */}
- <div className="mb-20">
-   <h2 className="text-3xl font-bold mb-10 text-center">Our Core AI Technologies</h2>
-   <div className="grid md:grid-cols-3 gap-10">
-     {/* Forecasting AI */}
-     <div className="bg-white rounded-xl shadow-md overflow-hidden transition-transform hover:scale-105">
-       {/* ... */}
-     </div>
-     {/* Calibration AI */}
-     <div className="bg-white rounded-xl shadow-md overflow-hidden transition-transform hover:scale-105">
-       {/* ... */}
-     </div>
-     {/* Location AI */}
-     <div className="bg-white rounded-xl shadow-md overflow-hidden transition-transform hover:scale-105">
-       {/* ... */}
-     </div>
-   </div>
- </div>
+ <CoreAITechnologies />

15-18: Enhance accessibility of back navigation link

The back button link could benefit from additional accessibility attributes.

Consider adding an aria-label to provide more context for screen readers:

- <Link href="/" className="inline-flex items-center text-blue-600 hover:text-blue-800 mb-8">
+ <Link href="/" className="inline-flex items-center text-blue-600 hover:text-blue-800 mb-8" aria-label="Navigate back to home page">
  <ChevronLeft className="h-4 w-4 mr-1" />
  Back to Home
</Link>

39-73: Extract repetitive card components to reduce duplication

The three technology cards (Forecasting AI, Calibration AI, and Location AI) share very similar structure with only content differences.

Consider extracting a reusable TechnologyCard component to reduce duplication:

type TechnologyCardProps = {
  title: string;
  description: string;
  features: string[];
  icon: React.ReactNode;
  color: string;
  linkHref: string;
  linkText: string;
};

const TechnologyCard = ({ 
  title, 
  description, 
  features, 
  icon, 
  color, 
  linkHref, 
  linkText 
}: TechnologyCardProps) => (
  <div className="bg-white rounded-xl shadow-md overflow-hidden transition-transform hover:scale-105">
    <div className={`relative h-48 bg-${color}-600`}>
      <div className="absolute inset-0 flex items-center justify-center">
        {icon}
      </div>
      <div className={`absolute bottom-0 left-0 right-0 bg-gradient-to-t from-${color}-900 to-transparent h-1/2`}></div>
      <div className="absolute bottom-4 left-6">
        <h3 className="text-2xl font-bold text-white">{title}</h3>
      </div>
    </div>
    <div className="p-6">
      <p className="text-gray-700 mb-4">{description}</p>
      <ul className="space-y-2 mb-6">
        {features.map((feature, index) => (
          <li key={index} className="flex items-start">
            <span className={`text-${color}-500 mr-2`}></span>
            <span>{feature}</span>
          </li>
        ))}
      </ul>
      <Link href={linkHref}>
        <Button className={`w-full bg-${color}-600 hover:bg-${color}-700`}>{linkText}</Button>
      </Link>
    </div>
  </div>
);

Then use it like:

<TechnologyCard
  title="Forecasting AI"
  description="Our forecasting AI predicts air quality conditions up to 7 days in advance with high accuracy. Using recurrent neural networks and ensemble methods, we analyze historical air quality data, weather patterns, and human activity to generate reliable forecasts."
  features={[
    "Time-series prediction models",
    "Weather data integration",
    "Seasonal pattern recognition"
  ]}
  icon={<LineChart className="h-20 w-20 text-white opacity-30" />}
  color="blue"
  linkHref="/reports"
  linkText="Explore Forecasting"
/>

Also applies to: 76-110, 113-147


267-267: Use typographically correct apostrophe

The escaped apostrophe could be replaced with a straight apostrophe for better readability in the source code.

- We&apos;re continuously advancing our AI capabilities to address emerging challenges in air quality management:
+ We're continuously advancing our AI capabilities to address emerging challenges in air quality management:

Since this is a Next.js application, it should handle the conversion automatically as long as you're using the latest JSX transform.


292-306: Enhance button accessibility and consistency

The CTA section contains multiple buttons with inconsistent sizing and potentially unclear purposes for screen readers.

Consider standardizing the button styles and adding aria-labels:

<div className="flex flex-wrap justify-center gap-4">
  <Link href="/map">
-   <Button className="bg-white text-blue-700 hover:bg-blue-50 px-8 py-4 rounded-lg font-medium">
+   <Button 
+     className="bg-white text-blue-700 hover:bg-blue-50 px-8 py-4 rounded-lg font-medium"
+     aria-label="Explore the interactive air quality map"
+   >
      Explore the Map
    </Button>
  </Link>
  <Link href="/locate">
-   <Button className="bg-transparent text-white hover:bg-white/10 border border-white px-8 py-4 rounded-lg font-medium">
+   <Button 
+     className="bg-transparent text-white hover:bg-white/10 border border-white px-8 py-4 rounded-lg font-medium"
+     aria-label="Try the air quality site locator tool"
+   >
      Try Site Locator
    </Button>
  </Link>
  <Link href="/categorize">
-   <Button className="bg-transparent text-white hover:bg-white/10 border border-white px-8 py-4 rounded-lg font-medium">
+   <Button 
+     className="bg-transparent text-white hover:bg-white/10 border border-white px-8 py-4 rounded-lg font-medium"
+     aria-label="Use the air quality categorization tool"
+   >
      Use Categorization Tool
    </Button>
  </Link>
</div>

Also, consider extracting this into a reusable CTAButton component to maintain consistency.


320-320: Remove unnecessary empty line at the end of file

There's an empty line at the end of the file that isn't necessary.

}
-
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Reviewing files that changed from the base of the PR and between 0ffe7c7 and dec83ce.

📒 Files selected for processing (3)
  • frontend/src/app/ai-technologies/page.tsx (1 hunks)
  • frontend/src/lib/api.ts (1 hunks)
  • frontend/src/lib/env.ts (1 hunks)
🚧 Files skipped from review as they are similar to previous changes (2)
  • frontend/src/lib/env.ts
  • frontend/src/lib/api.ts
🔇 Additional comments (1)
frontend/src/app/ai-technologies/page.tsx (1)

69-71:

✅ Verification successful

Verify that link destinations exist

The component contains links to various routes that should be verified to ensure they exist in your Next.js application.

Please verify that the following routes are implemented:

  • /reports (line 69)
  • /map (line 106)
  • /locate (line 143)
  • /categorize (line 302)

Also applies to: 106-108, 143-145


🏁 Script executed:

#!/bin/bash
# Check if the linked routes exist in the Next.js app structure

echo "Checking for existence of linked routes..."
echo ""

# Check for reports page
if fd -t f "page\.(tsx|jsx|js)" "frontend/src/app/reports"; then
  echo "✅ /reports route exists"
else
  echo "❌ /reports route not found"
fi

# Check for map page
if fd -t f "page\.(tsx|jsx|js)" "frontend/src/app/map"; then
  echo "✅ /map route exists"
else
  echo "❌ /map route not found"
fi

# Check for locate page
if fd -t f "page\.(tsx|jsx|js)" "frontend/src/app/locate"; then
  echo "✅ /locate route exists"
else
  echo "❌ /locate route not found"
fi

# Check for categorize page
if fd -t f "page\.(tsx|jsx|js)" "frontend/src/app/categorize"; then
  echo "✅ /categorize route exists"
else
  echo "❌ /categorize route not found"
fi

Length of output: 685


Link destinations verified – all specified routes exist.

  • /reports is implemented at frontend/src/app/reports/page.tsx.
  • /map is implemented at frontend/src/app/map/page.tsx.
  • /locate is implemented at frontend/src/app/locate/page.tsx.
  • /categorize is implemented at frontend/src/app/categorize/page.tsx.

No further changes are required.

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Actionable comments posted: 0

🧹 Nitpick comments (3)
frontend/src/components/map/MapComponent.tsx (3)

21-21: Consider avoiding the delete operator for better performance

The static analysis tool flags the use of the delete operator here as a potential performance issue. While this is a common pattern for Leaflet icon fixes, consider using an assignment instead.

- delete (L.Icon.Default.prototype as any)._getIconUrl
+ (L.Icon.Default.prototype as any)._getIconUrl = undefined
🧰 Tools
🪛 Biome (1.9.4)

[error] 20-21: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)


110-119: Good cleanup implementation, but could be improved

Adding a cleanup function to remove the map reference from the global window object is a good practice. However, consider two improvements:

  1. Avoid using delete operator (flagged by static analysis)
  2. Consider using React context instead of modifying the global window object
- return () => {
-   // Clean up reference when component unmounts
-   if (window.map === map) {
-     delete window.map
-   }
- }
+ return () => {
+   // Clean up reference when component unmounts
+   if (window.map === map) {
+     window.map = undefined
+   }
+ }

For a more React-idiomatic approach, consider implementing a MapContext provider instead of using the global window object.

🧰 Tools
🪛 Biome (1.9.4)

[error] 117-117: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)


25-40: Consider centralizing URL resources

The marker and shadow URLs are hardcoded in multiple places. Consider extracting these to a central configuration object to improve maintainability.

// Example of a centralized config approach
const mapResources = {
  markers: {
    blue: "https://raw.githubusercontent.com/pointhi/leaflet-color-markers/master/img/marker-icon-2x-blue.png",
    green: "https://raw.githubusercontent.com/pointhi/leaflet-color-markers/master/img/marker-icon-2x-green.png"
  },
  shadow: "https://cdnjs.cloudflare.com/ajax/libs/leaflet/1.7.1/images/marker-shadow.png"
}

// Then use it like:
// shadowUrl: mapResources.shadow
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Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between dec83ce and eb70c12.

📒 Files selected for processing (1)
  • frontend/src/components/map/MapComponent.tsx (4 hunks)
🧰 Additional context used
🪛 Biome (1.9.4)
frontend/src/components/map/MapComponent.tsx

[error] 20-21: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)


[error] 117-117: Avoid the delete operator which can impact performance.

Unsafe fix: Use an undefined assignment instead.

(lint/performance/noDelete)

🔇 Additional comments (4)
frontend/src/components/map/MapComponent.tsx (4)

13-18: Global window.map declaration is a good improvement

Adding proper TypeScript typing for the global window.map property enhances type safety throughout the application. The optional chaining operator (?) correctly indicates that this property might be undefined.


136-145: LGTM! Good implementation of location handling

The implementation of the click handler in DrawControl correctly captures new locations and updates the polygon. The code properly manages the polygon state and references.


183-183: Clean and effective polygon rendering

The Polygon component implementation is clean and appropriately maps the location data to the format expected by react-leaflet.


203-203:

✅ Verification successful

Consider providing props to NavigationControls if needed

The NavigationControls component is rendered without any props. If this component requires context about the current map state, consider passing relevant information as props.


🏁 Script executed:

#!/bin/bash
# Check if NavigationControls accepts/expects any props
rg -A 3 -B 3 'function NavigationControls' frontend/src/components

Length of output: 498


NavigationControls Component Props Verification

After verifying the component definition in frontend/src/components/map/NavigationControls.tsx, it’s confirmed that the NavigationControls component is implemented as a stateless function with no props. There’s no need to pass any props as the component does not expect any.

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