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Removes the code path of MultiMessage from pre-process stages, post-process stages, inference stages, etc. #1887

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Tracked by #1802
yczhang-nv opened this issue Sep 9, 2024 · 0 comments · Fixed by #1803
Closed
25 tasks done
Tracked by #1802

Removes the code path of MultiMessage from pre-process stages, post-process stages, inference stages, etc. #1887

yczhang-nv opened this issue Sep 9, 2024 · 0 comments · Fixed by #1803
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@yczhang-nv
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feature request New feature or request
Milestone
24.10 - Release

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@yczhang-nv
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yczhang-nv commented Sep 9, 2024 •
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Previously the stages support processing both ControlMessage and MultiMessage - need to remove the code paths for MultiMessage from the following stages (from both C++ & Python implementation):

  • Pre-process stages:

    • deserialize_stage
    • preprocess_base_stage
    • preprocess_ae_stage
    • preprocess_fil_stage
    • preprocess_nlp_stage
    • train_ae_stage

  • Post-process stages:

    • serialize_stage
    • add_scores_stage_base_stage
    • add_scores_stage
    • add_classification_stage
    • filter_detections_stage
    • generate_viz_frames_stage
    • ml_flow_drift_stage
    • time_series_stage
    • validation_stage

  • Inference stages:

    • auto_encoder_inference_stage
    • identity_inference_stage
    • inference_stage
    • pytorch_inference_stage
    • triton_inference_stage

  • Output stages:

    • write_to_vector_db_stage

The related unit tests should also updated to use only ControlMessage.
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@yczhang-nv yczhang-nv

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feature request New feature or request
Projects
Morpheus Boards
Status: Done
Milestone
24.10 - Release
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Removing support for MultiMessage from stages yczhang-nv/Morpheus
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@mdemoret-nv @yczhang-nv