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@Wanli-Jiang Wanli-Jiang commented Oct 17, 2025

Summary by CodeRabbit

  • New Features
    • Added support for base64-encoded video input
    • Extended video loading to support multiple URL schemes, including http, https, and data URLs
    • Improved async video loading to handle all supported URL schemes

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coderabbitai bot commented Oct 17, 2025

📝 Walkthrough

Walkthrough

The video loading utility has been refactored to support base64-encoded videos and handle multiple URL schemes. A new internal _load_video_by_cv2 function encapsulates frame extraction. The public load_video now routes data URLs via base64 decoding, while http/https/empty schemes use direct paths. Async loading mirrors this behavior.

Changes

Cohort / File(s) Summary
Video loading refactor with base64 support
tensorrt_llm/inputs/utils.py
Extracted OpenCV frame loading into internal _load_video_by_cv2; added load_base64_video() for decoding base64 video strings; enhanced load_video() to route URL schemes—data URLs decode via base64 and write temp files, http/https/empty use direct paths, others raise ValueError; extended async loading to mirror sync behavior for data URLs; moved OpenCV import into function to defer dependency loading; adjusted error message format.

Sequence Diagram(s)

sequenceDiagram
    participant Caller
    participant load_video
    participant load_base64_video
    participant _load_video_by_cv2

    Caller->>load_video: load_video(path)
    
    alt URL Scheme: http/https/empty
        load_video->>_load_video_by_cv2: use path directly
        _load_video_by_cv2-->>load_video: frames
    else URL Scheme: data
        load_video->>load_base64_video: decode base64
        load_base64_video-->>load_video: BytesIO
        load_video->>load_video: write to temp file
        load_video->>_load_video_by_cv2: _load_video_by_cv2(temp_path)
        _load_video_by_cv2-->>load_video: frames
    else Unsupported Scheme
        load_video-->>Caller: ValueError
    end
    
    load_video-->>Caller: frames
Loading

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

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Description Check ⚠️ Warning The pull request description is largely incomplete and does not meet the requirements specified in the repository's template. While a properly formatted title "[None][feat] Support base64 video input" is present, the Description section explaining the issue and solution is entirely empty (contains only the comment placeholder). The Test Coverage section is also blank with no information about which tests validate the changes. The PR Checklist items are not filled out—the author only checked the final acknowledgment box without providing details on coding guidelines compliance, test case provision, dependency scanning, or documentation updates. The provided description is essentially just the template scaffolding without substantive content. The author must fill in the Description section with a clear explanation of what changes are being made to support base64 video input and the motivation for these changes. The Test Coverage section must list the specific tests that validate the new functionality. The PR Checklist items must be individually reviewed and checked as appropriate, with notes on how the PR follows coding guidelines, what test cases were added, and confirmation that documentation was updated as needed. The author should consider using CodeRabbit AI's auto-summary feature if they prefer to have the description auto-generated from the code changes.
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Title Check ✅ Passed The PR title "[None][feat] Support base64 video input" follows the required format and is directly related to a significant change in the pull request. According to the raw summary, the changes include introducing base64 video support via a new load_base64_video() function and extending the public load_video() to handle base64 data URLs. The title clearly highlights this primary feature addition, and while the PR also includes refactoring and other improvements, the title accurately captures the main new capability being introduced. The title is concise, specific, and uses appropriate terminology that would be immediately clear to developers reviewing the repository history.
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Actionable comments posted: 3

🧹 Nitpick comments (2)
tensorrt_llm/inputs/utils.py (2)

154-154: Remove unnecessary f-string prefix.

The error message doesn't contain any placeholders, so the f prefix is unnecessary.

Apply this diff:

-        raise ValueError(f"Video has no frames.")
+        raise ValueError("Video has no frames.")

176-187: Add docstring for new public-facing utility.

Per coding guidelines, functions should have Google-style docstrings, especially for utilities that may be used outside the file.

Add a docstring:

 def load_base64_video(video: str) -> bytes:
+    """Decode a base64-encoded video from a data URL.
+    
+    Args:
+        video: A data URL containing base64-encoded video content.
+        
+    Returns:
+        The decoded video content as bytes.
+        
+    Raises:
+        NotImplementedError: If the data URL is not base64-encoded.
+    """
     parsed_url = urlparse(video)
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  • tensorrt_llm/inputs/utils.py (4 hunks)
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tensorrt_llm/inputs/utils.py

154-154: Avoid specifying long messages outside the exception class

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154-154: f-string without any placeholders

Remove extraneous f prefix

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179-179: Unpacked variable media_type is never used

Prefix it with an underscore or any other dummy variable pattern

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🔇 Additional comments (1)
tensorrt_llm/inputs/utils.py (1)

189-207: Nice refactoring to support multiple URL schemes.

The routing logic cleanly handles http/https, data URLs, and local file paths (empty scheme). The structure makes it easy to add more schemes in the future.

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/bot run

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PR_Github #22168 [ run ] triggered by Bot. Commit: 984cbac

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PR_Github #22168 [ run ] completed with state SUCCESS. Commit: 984cbac
/LLM/main/L0_MergeRequest_PR pipeline #16716 completed with status: 'SUCCESS'
Pipeline passed with automatic retried tests. Check the rerun report for details.

@Wanli-Jiang Wanli-Jiang force-pushed the user/williamj/support-base64-video branch from 984cbac to 77b5a8d Compare October 23, 2025 09:21
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/bot reuse-pipeline

1 similar comment
@Wanli-Jiang
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/bot reuse-pipeline

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PR_Github #22289 [ reuse-pipeline ] triggered by Bot. Commit: 77b5a8d

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PR_Github #22289 [ reuse-pipeline ] completed with state SUCCESS. Commit: 77b5a8d
Reusing PR_Github #22168 for commit 77b5a8d

@Wanli-Jiang Wanli-Jiang merged commit f448043 into NVIDIA:main Oct 24, 2025
5 checks passed
yufeiwu-nv pushed a commit to yufeiwu-nv/TensorRT-LLM that referenced this pull request Oct 24, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Nov 1, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Nov 3, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Nov 3, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Nov 3, 2025
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3 participants