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updated copy for job similarity graph #174

Merged
merged 5 commits into from
Jan 12, 2025
Merged

updated copy for job similarity graph #174

merged 5 commits into from
Jan 12, 2025

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thomasdavis
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@thomasdavis thomasdavis commented Jan 12, 2025

Summary by CodeRabbit

  • New Features

    • Enhanced Jobs Graph page with improved navigation and descriptive content.
    • Added a navigation bar to return to user profile.
    • Included detailed "How to Use the Graph" guidance for users.
  • Documentation

    • Expanded user instructions for interpreting job match graph features.
  • Chores

    • Added logging for resume description generation.

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Latest commit: 8703900

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apps/registry/app/[username]/jobs-graph/page.js

Oops! Something went wrong! :(

ESLint: 8.55.0

ESLint couldn't find the config "next" to extend from. Please check that the name of the config is correct.

The config "next" was referenced from the config file in "/packages/eslint-config-custom/index.js".

If you still have problems, please stop by https://eslint.org/chat/help to chat with the team.

Walkthrough

The pull request introduces enhancements to the Jobs Graph page in the user registry application. The changes focus on improving the user interface and navigation experience by adding a new navigation component and more detailed descriptive content. A new Link import is introduced to facilitate navigation, and the loading state now includes a comprehensive explanation of the job matches graph's functionality and usage guidelines.

Changes

File Change Summary
apps/registry/app/[username]/jobs-graph/page.js - Added Link import from next/link
- Removed previous Hero component comment
- Added navigation bar with back-to-profile link
- Enhanced loading state with detailed description and usage instructions
apps/registry/pages/api/jobs-graph.js - Added logging for resumeDescription

Sequence Diagram

sequenceDiagram
    participant User
    participant JobsGraphPage
    participant NavigationBar
    participant ProfilePage

    User->>JobsGraphPage: Access Jobs Graph
    JobsGraphPage-->>User: Display Loading State
    NavigationBar->>User: Show Navigation Options
    User->>NavigationBar: Click "Back to Profile"
    NavigationBar->>ProfilePage: Navigate Back
Loading

Possibly related PRs

  • job recommendation graph #172: Introduces a force-directed graph visualization for job data, complementing the navigation and interaction improvements in this PR.

Poem

🐰 Hopping through job graphs with glee,
Navigating paths, setting careers free!
Descriptions bloom like spring's first light,
Connecting dots with rabbit insight.
A journey mapped, a story told! 🌟


📜 Recent review details

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Review profile: CHILL
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📥 Commits

Reviewing files that changed from the base of the PR and between fc5ca2b and 8703900.

📒 Files selected for processing (2)
  • apps/registry/app/[username]/jobs-graph/page.js (3 hunks)
  • apps/registry/pages/api/jobs-graph.js (1 hunks)
🚧 Files skipped from review as they are similar to previous changes (2)
  • apps/registry/pages/api/jobs-graph.js
  • apps/registry/app/[username]/jobs-graph/page.js

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alwaysmeticulous bot commented Jan 12, 2025

✅ Meticulous spotted zero visual differences across 58 screens tested: view results.

Meticulous simulated ~5 hours of user flows against your PR.

Expected differences? Click here. Last updated for commit 8703900. This comment will update as new commits are pushed.

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Actionable comments posted: 1

🧹 Nitpick comments (1)
apps/registry/app/[username]/jobs-graph/page.js (1)

476-549: Extract duplicated UI components.

The navigation and description components are duplicated between the loading and loaded states. Consider extracting these into reusable components to improve maintainability.

Example refactor:

+const JobGraphHeader = ({ username }) => (
+  <>
+    <nav className="mb-6">
+      <Link
+        href={`/${username}`}
+        className="inline-flex items-center text-sm text-gray-600 hover:text-gray-900"
+      >
+        <svg className="w-4 h-4 mr-1" viewBox="0 0 20 20" fill="currentColor">
+          <path fillRule="evenodd" d="M12.707 5.293a1 1 0 010 1.414L9.414 10l3.293 3.293a1 1 0 01-1.414 1.414l-4-4a1 1 0 010-1.414l4-4a1 1 0 011.414 0z" clipRule="evenodd" />
+        </svg>
+        Back to {username}'s Profile
+      </Link>
+    </nav>
+    
+    <div className="space-y-6 mb-8 max-w-4xl">
+      {/* ... rest of the header content ... */}
+    </div>
+  </>
+);

 export default function Jobs({ params }) {
   // ... existing code ...
   
   if (isLoading || !graphData) {
     return (
       <div className="p-6">
-        <nav className="mb-6">
-          {/* ... navigation content ... */}
-        </nav>
-        <div className="space-y-6 mb-8 max-w-4xl">
-          {/* ... description content ... */}
-        </div>
+        <JobGraphHeader username={username} />
         {/* ... loading indicator ... */}
       </div>
     );
   }
   
   return (
     <div className="p-6">
-      <nav className="mb-6">
-        {/* ... navigation content ... */}
-      </nav>
-      <div className="space-y-6 mb-8 max-w-4xl">
-        {/* ... description content ... */}
-      </div>
+      <JobGraphHeader username={username} />
       {/* ... graph content ... */}
     </div>
   );
 }
📜 Review details

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

📥 Commits

Reviewing files that changed from the base of the PR and between 38296b9 and fc5ca2b.

📒 Files selected for processing (2)
  • apps/registry/app/[username]/jobs-graph/page.js (3 hunks)
  • apps/registry/pages/api/jobs-graph.js (3 hunks)
🔇 Additional comments (4)
apps/registry/pages/api/jobs-graph.js (2)

70-70: LGTM!

The array padding implementation correctly maintains the fixed vector length required for embedding comparison.


148-154: 🛠️ Refactor suggestion

Optimize vector parsing performance.

The JSON.parse() operation is being called repeatedly for the same data inside the reduce callback. This can be optimized by parsing the vector once before the reduce operation.

Apply this diff to improve performance:

       const availableJobs = [...topJobs, ...otherJobs.slice(0, index)];
+      const currentVector = JSON.parse(current.embedding_v5);
 
       const mostSimilarJob = availableJobs.reduce(
         (best, current) => {
           const similarity = cosineSimilarity(
             lessRelevantVector,
-            JSON.parse(current.embedding_v5),
+            currentVector,
           );
           return similarity > best.similarity
             ? { job: current, similarity }
             : best;
         },
         { job: null, similarity: -1 },
       );

Likely invalid or redundant comment.

apps/registry/app/[username]/jobs-graph/page.js (2)

385-464: LGTM! Great improvements to the loading state UI.

The added navigation, descriptions, and usage guide significantly improve the user experience by providing clear context and instructions while the graph loads.


462-464: LGTM! Clear loading message.

The loading message effectively communicates the process and sets user expectations during the wait time.

@@ -46,7 +46,7 @@ export default async function handler(req, res) {
});

const resumeDescription = resumeCompletion.choices[0].message.content;

console.log({ resumeDescription });
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⚠️ Potential issue

Remove or sanitize logging of sensitive data.

The resumeDescription contains personal information from the user's resume. Logging this data could expose PII (Personally Identifiable Information) in server logs.

Apply this diff to remove or sanitize the log:

-  console.log({ resumeDescription });
+  // If logging is necessary for debugging, sanitize sensitive data
+  console.log('Resume processed successfully. Length:', resumeDescription.length);
📝 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
console.log({ resumeDescription });
// If logging is necessary for debugging, sanitize sensitive data
console.log('Resume processed successfully. Length:', resumeDescription.length);

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