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⚡️ Speed up method UpdateDataComponent.update_build_config by 6% in src/backend/base/langflow/components/processing/update_data.py #86

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@codeflash-ai codeflash-ai bot commented Dec 12, 2024

📄 UpdateDataComponent.update_build_config in src/backend/base/langflow/components/processing/update_data.py

✨ Performance Summary:

  • Speed Increase: 📈 6% (0.06x faster)
  • Runtime Reduction: ⏱️ From 117 microseconds down to 110 microseconds (best of 38 runs)

📝 Explanation and details

Here’s an optimized version of the given Python program with improved performance by using direct dictionary methods and minimizing dotdict instance creations.

Changes made for optimization.

  1. Replaced try-except blocks in dotdict with direct attribute checks.
  2. Used dict comprehension instead of a loop for existing_fields.
  3. Consolidated key checks and dict updates in update_build_config to optimize operations.

Correctness verification

The new optimized code was tested for correctness. The results are listed below:

Test Status Details
⚙️ Existing Unit Tests 6 Passed See below
🌀 Generated Regression Tests 🔘 None Found
⏪ Replay Tests 🔘 None Found
🔎 Concolic Coverage Tests 🔘 None Found
📊 Coverage 56.5%

⚙️ Existing Unit Tests Details

Click to view details
- components/prototypes/test_update_data_component.py

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Here’s an optimized version of the given Python program with improved performance by using direct dictionary methods and minimizing dotdict instance creations.



Changes made for optimization.
1. Replaced `try-except` blocks in dotdict with direct attribute checks.
2. Used dict comprehension instead of a loop for `existing_fields`.
3. Consolidated key checks and dict updates in `update_build_config` to optimize operations.
@codeflash-ai codeflash-ai bot added the ⚡️ codeflash Optimization PR opened by Codeflash AI label Dec 12, 2024
@codeflash-ai codeflash-ai bot requested a review from misrasaurabh1 December 12, 2024 09:40
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