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ADHOC-56240: Enhance video_motion to support multiple videos#1

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bugfix/debug-multiple-videos-code-cintraADHOC-56240
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ADHOC-56240: Enhance video_motion to support multiple videos#1
batonai-coding-assistant[bot] wants to merge 2 commits intomainfrom
bugfix/debug-multiple-videos-code-cintraADHOC-56240

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Motivation for the Change

  • To enable the processing of multiple video files concurrently, enhancing the application's efficiency and user experience.
  • Address the limitation of the current system that only supports single video processing.

Summary of Changes

  • Refactored the 'video_motion' method in the 'Sensync' class to accept a list of video paths instead of a single path.
  • Implemented threading to process each video concurrently, improving performance in multi-video environments.
  • Added comprehensive error handling to manage exceptions such as file not found, unsupported video formats, and general processing errors.

Differences from the Previous Implementation

  • The previous implementation could only handle one video at a time, which was a bottleneck for users needing batch processing.
  • The new implementation uses threading to leverage multicore processors effectively, allowing simultaneous video processing.

Limitations and Next Steps

  • The current threading model may need adjustments based on the specific hardware capabilities of the deployment environment.
  • Further optimization might be required to handle an extremely large number of concurrent video processes without degrading performance.
  • PR reviewers should check thread safety issues and ensure that shared resources are handled correctly.

Modify the video_motion method in the Sensync class to accept a list of video paths and process each video concurrently using threading. This change allows for more efficient video processing by utilizing multiple threads, improving the performance of the motion detection feature in environments with multiple video inputs.
Add try-except blocks to manage exceptions in video_motion method. Handle file not found, unsupported formats, and general processing errors with meaningful messages. Also, validate export_path when exporting data and handle index errors in correlation calculations.
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