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fix: add trycatch for generating error #507

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merged 2 commits into from
Feb 20, 2025

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@thucpn thucpn commented Feb 20, 2025

Summary by CodeRabbit

  • Refactor
    • Enhanced error handling across data processing operations. In this update, unexpected issues during document generation and storage processes are now gracefully captured and reported, leading to smoother system performance and improved overall stability for a more reliable user experience.

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changeset-bot bot commented Feb 20, 2025

🦋 Changeset detected

Latest commit: 7a1a6ff

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 1 package
Name Type
create-llama Patch

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coderabbitai bot commented Feb 20, 2025

Walkthrough

The changes enhance error handling across various asynchronous functions in the vector database generate scripts by wrapping sequential calls in try-catch blocks. This ensures that errors during the execution of functions like environment variable checks, settings initialization, and document indexing are caught and logged. Additionally, a new patch labeled "create-llama" was introduced to support these improvements.

Changes

File(s) Summary
.changeset/mean-fireants-visit.md Introduces the "create-llama" patch with a try-catch block to improve error handling during error generation.
templates/components/vectordbs/typescript/.../generate.ts Wraps sequential calls (e.g., checkRequiredEnvVars(), initSettings(), loadAndIndex(), generateDatasource()) in a try-catch block to catch and log errors during asynchronous execution.

Sequence Diagram(s)

sequenceDiagram
    participant F as Async Function
    participant Env as checkRequiredEnvVars
    participant Set as initSettings
    participant Op as loadAndIndex/generateDatasource
    participant Log as Logger

    F->>Env: call checkRequiredEnvVars()
    Env-->>F: return env status
    F->>Set: call initSettings()
    Set-->>F: return settings
    F->>Op: call loadAndIndex()/generateDatasource()
    Op-->>F: return operation result
    alt Error Occurs
       F->>Log: log "Error generating storage" with error details
    end
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Possibly related PRs

Suggested reviewers

  • leehuwuj
  • marcusschiesser

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I’m a bunny, hopping through the code,
Adding try-catch blocks on the road.
Errors caught with a gentle tap,
Logging them in one neat wrap.
Cheers to robust code and a carrot snack!
🐇🥕 Happy coding, no errors to attack!
Let’s hop forward without looking back!

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Actionable comments posted: 0

🔭 Outside diff range comments (3)
templates/components/vectordbs/typescript/qdrant/generate.ts (1)

11-11: 🛠️ Refactor suggestion

Move environment variable access inside try-catch block.

The collectionName is accessed before error handling is in place. Consider moving it inside the try block to ensure proper error handling of environment variables.

-const collectionName = process.env.QDRANT_COLLECTION;

 (async () => {
   try {
+    const collectionName = process.env.QDRANT_COLLECTION;
     checkRequiredEnvVars();
templates/components/vectordbs/typescript/pg/generate.ts (1)

28-28: 🛠️ Refactor suggestion

Consider wrapping clearCollection() in try-catch.

The clearCollection() call could fail silently. Consider handling potential errors:

-  vectorStore.clearCollection();
+  try {
+    vectorStore.clearCollection();
+  } catch (error) {
+    console.error("Failed to clear collection.", error);
+    throw error;
+  }
templates/components/vectordbs/typescript/astra/generate.ts (1)

16-22: 🛠️ Refactor suggestion

Consider validating environment variables before using non-null assertions.

The code uses non-null assertions (!.) without prior validation. Consider adding explicit checks:

+  const endpoint = process.env.ASTRA_DB_ENDPOINT;
+  const token = process.env.ASTRA_DB_APPLICATION_TOKEN;
+  if (!endpoint || !token) {
+    throw new Error('Missing required Astra DB configuration');
+  }
   const vectorStore = new AstraDBVectorStore({
     params: {
-      endpoint: process.env.ASTRA_DB_ENDPOINT!,
-      token: process.env.ASTRA_DB_APPLICATION_TOKEN!,
+      endpoint,
+      token,
     },
   });
🧹 Nitpick comments (5)
templates/components/vectordbs/typescript/weaviate/generate.ts (1)

25-34: Enhance error handling with more specific error messages.

While the try-catch block is a good addition, consider improving the error handling:

  1. Add specific error messages for different operations
  2. Sanitize error objects before logging
 (async () => {
   try {
     checkRequiredEnvVars();
     initSettings();
     await loadAndIndex();
     console.log("Finished generating storage.");
   } catch (error) {
-    console.error("Error generating storage.", error);
+    const errorMessage = error instanceof Error ? error.message : 'Unknown error occurred';
+    console.error("Error generating storage:", {
+      phase: error.phase || 'unknown',
+      message: errorMessage,
+      // Avoid logging the entire error object which might contain sensitive info
+    });
   }
 })();
templates/components/vectordbs/typescript/none/generate.ts (1)

40-46: Consider enhancing error handling with specific error types.

While the basic error handling is good, consider differentiating between initialization and generation errors for better debugging:

 try {
   initSettings();
   await generateDatasource();
   console.log("Finished generating storage.");
 } catch (error) {
-  console.error("Error generating storage.", error);
+  if (error instanceof Error) {
+    console.error(
+      `Error ${error.message.includes('STORAGE_CACHE_DIR') ? 'during initialization' : 'generating storage'}.`,
+      error
+    );
+  } else {
+    console.error("Unexpected error generating storage.", error);
+  }
 }
templates/components/vectordbs/typescript/chroma/generate.ts (1)

33-40: Consider adding ChromaDB-specific error handling.

The error handling could be enhanced to handle ChromaDB-specific connection issues:

 try {
   checkRequiredEnvVars();
   initSettings();
   await loadAndIndex();
   console.log("Finished generating storage.");
 } catch (error) {
-  console.error("Error generating storage.", error);
+  if (error instanceof Error) {
+    if (error.message.includes('ECONNREFUSED')) {
+      console.error(`ChromaDB connection failed. Please ensure ChromaDB is running at ${process.env.CHROMA_HOST}:${process.env.CHROMA_PORT}`, error);
+    } else {
+      console.error("Error generating storage.", error);
+    }
+  } else {
+    console.error("Unexpected error generating storage.", error);
+  }
 }
templates/components/vectordbs/typescript/pg/generate.ts (1)

38-45: Consider adding PostgreSQL-specific error handling.

The error handling could be enhanced to handle PostgreSQL-specific connection issues:

 try {
   checkRequiredEnvVars();
   initSettings();
   await loadAndIndex();
   console.log("Finished generating storage.");
 } catch (error) {
-  console.error("Error generating storage.", error);
+  if (error instanceof Error) {
+    if (error.message.includes('connection')) {
+      console.error("PostgreSQL connection failed. Please check your connection string.", error);
+    } else {
+      console.error("Error generating storage.", error);
+    }
+  } else {
+    console.error("Unexpected error generating storage.", error);
+  }
 }
templates/components/vectordbs/typescript/astra/generate.ts (1)

40-47: Consider adding Astra-specific error handling.

The error handling could be enhanced to handle Astra-specific connection issues:

 try {
   checkRequiredEnvVars();
   initSettings();
   await loadAndIndex();
   console.log("Finished generating storage.");
 } catch (error) {
-  console.error("Error generating storage.", error);
+  if (error instanceof Error) {
+    if (error.message.includes('token')) {
+      console.error("Astra DB authentication failed. Please check your application token.", error);
+    } else if (error.message.includes('endpoint')) {
+      console.error("Astra DB connection failed. Please check your endpoint.", error);
+    } else {
+      console.error("Error generating storage.", error);
+    }
+  } else {
+    console.error("Unexpected error generating storage.", error);
+  }
 }
📜 Review details

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📥 Commits

Reviewing files that changed from the base of the PR and between 3658fec and 7a1a6ff.

📒 Files selected for processing (11)
  • .changeset/mean-fireants-visit.md (1 hunks)
  • templates/components/vectordbs/typescript/astra/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/chroma/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/llamacloud/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/milvus/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/mongo/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/none/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/pg/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/pinecone/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/qdrant/generate.ts (1 hunks)
  • templates/components/vectordbs/typescript/weaviate/generate.ts (1 hunks)
🧰 Additional context used
📓 Path-based instructions (1)
`templates/**`: For files under the `templates` folder, do n...

templates/**: For files under the templates folder, do not report 'Missing Dependencies Detected' errors.

  • templates/components/vectordbs/typescript/astra/generate.ts
  • templates/components/vectordbs/typescript/mongo/generate.ts
  • templates/components/vectordbs/typescript/qdrant/generate.ts
  • templates/components/vectordbs/typescript/pinecone/generate.ts
  • templates/components/vectordbs/typescript/none/generate.ts
  • templates/components/vectordbs/typescript/pg/generate.ts
  • templates/components/vectordbs/typescript/chroma/generate.ts
  • templates/components/vectordbs/typescript/milvus/generate.ts
  • templates/components/vectordbs/typescript/llamacloud/generate.ts
  • templates/components/vectordbs/typescript/weaviate/generate.ts
⏰ Context from checks skipped due to timeout of 90000ms (37)
  • GitHub Check: typescript (20, 3.11, ubuntu-22.04, express, --llamacloud)
  • GitHub Check: typescript (20, 3.11, ubuntu-22.04, express, --example-file)
  • GitHub Check: typescript (20, 3.11, ubuntu-22.04, express, --no-files)
  • GitHub Check: typescript (20, 3.11, ubuntu-22.04, nextjs, --llamacloud)
  • GitHub Check: typescript (20, 3.11, ubuntu-22.04, nextjs, --example-file)
  • GitHub Check: typescript (20, 3.11, ubuntu-22.04, nextjs, --no-files)
  • GitHub Check: typescript (20, 3.11, windows-latest, express, --llamacloud)
  • GitHub Check: typescript (20, 3.11, windows-latest, express, --example-file)
  • GitHub Check: typescript (20, 3.11, windows-latest, express, --no-files)
  • GitHub Check: typescript (20, 3.11, windows-latest, nextjs, --llamacloud)
  • GitHub Check: typescript (20, 3.11, windows-latest, nextjs, --example-file)
  • GitHub Check: typescript (20, 3.11, windows-latest, nextjs, --no-files)
  • GitHub Check: typescript (20, 3.11, macos-latest, express, --example-file)
  • GitHub Check: typescript (20, 3.11, macos-latest, express, --no-files)
  • GitHub Check: typescript (20, 3.11, macos-latest, nextjs, --llamacloud)
  • GitHub Check: typescript (20, 3.11, macos-latest, nextjs, --example-file)
  • GitHub Check: typescript (20, 3.11, macos-latest, nextjs, --no-files)
  • GitHub Check: typescript (18, 3.11, ubuntu-22.04, express, --llamacloud)
  • GitHub Check: typescript (18, 3.11, ubuntu-22.04, express, --example-file)
  • GitHub Check: typescript (18, 3.11, ubuntu-22.04, nextjs, --llamacloud)
  • GitHub Check: typescript (18, 3.11, ubuntu-22.04, nextjs, --example-file)
  • GitHub Check: typescript (18, 3.11, ubuntu-22.04, nextjs, --no-files)
  • GitHub Check: typescript (18, 3.11, windows-latest, express, --llamacloud)
  • GitHub Check: typescript (18, 3.11, windows-latest, express, --example-file)
  • GitHub Check: typescript (18, 3.11, windows-latest, express, --no-files)
  • GitHub Check: typescript (18, 3.11, windows-latest, nextjs, --llamacloud)
  • GitHub Check: typescript (18, 3.11, windows-latest, nextjs, --example-file)
  • GitHub Check: python (20, 3.11, ubuntu-22.04, fastapi, --llamacloud)
  • GitHub Check: typescript (18, 3.11, windows-latest, nextjs, --no-files)
  • GitHub Check: python (20, 3.11, ubuntu-22.04, fastapi, --example-file)
  • GitHub Check: typescript (18, 3.11, macos-latest, express, --example-file)
  • GitHub Check: python (20, 3.11, windows-latest, fastapi, --llamacloud)
  • GitHub Check: python (20, 3.11, windows-latest, fastapi, --example-file)
  • GitHub Check: python (20, 3.11, windows-latest, fastapi, --no-files)
  • GitHub Check: typescript (18, 3.11, macos-latest, nextjs, --example-file)
  • GitHub Check: typescript (18, 3.11, macos-latest, nextjs, --no-files)
  • GitHub Check: python (20, 3.11, macos-latest, fastapi, --example-file)
🔇 Additional comments (7)
templates/components/vectordbs/typescript/pinecone/generate.ts (1)

27-36: Apply the same error handling improvements as suggested for Weaviate.

The error handling implementation here would benefit from the same improvements suggested in the Weaviate review.

templates/components/vectordbs/typescript/qdrant/generate.ts (1)

32-41: Apply the same error handling improvements as suggested for Weaviate.

The error handling implementation here would benefit from the same improvements suggested in the Weaviate review.

templates/components/vectordbs/typescript/milvus/generate.ts (2)

11-11: Move environment variable access inside try-catch block.

The collectionName is accessed before error handling is in place. Consider moving it inside the try block to ensure proper error handling of environment variables.


31-40: Apply the same error handling improvements as suggested for Weaviate.

The error handling implementation here would benefit from the same improvements suggested in the Weaviate review.

templates/components/vectordbs/typescript/mongo/generate.ts (1)

47-56: LGTM! Error handling has been properly implemented.

The try-catch block effectively handles potential errors during the execution of checkRequiredEnvVars(), initSettings(), and loadAndIndex(). The error message is descriptive and includes error details for debugging.

templates/components/vectordbs/typescript/llamacloud/generate.ts (1)

59-68: LGTM! Error handling has been properly implemented.

The try-catch block effectively handles potential errors during the execution of checkRequiredEnvVars(), initSettings(), and loadAndIndex(). The error message is descriptive and includes error details for debugging. The nested error handling in loadAndIndex() is preserved and complements this new error handling.

.changeset/mean-fireants-visit.md (1)

1-6: LGTM! The changeset accurately describes the changes.

The patch version bump is appropriate for this bug fix, and the description accurately reflects the implemented error handling changes.

@marcusschiesser marcusschiesser merged commit 0e4ecfa into main Feb 20, 2025
47 checks passed
@marcusschiesser marcusschiesser deleted the fix/try-catch-on-generating-error branch February 20, 2025 09:34
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