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Merge 24.10 #8

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merged 9 commits into from
Sep 11, 2024
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Closes

By Submitting this PR I confirm:

  • I am familiar with the Contributing Guidelines.
  • When the PR is ready for review, new or existing tests cover these changes.
  • When the PR is ready for review, the documentation is up to date with these changes.

yczhang-nv and others added 9 commits September 11, 2024 16:07
Part of finalizing `MultiMessage` deprecation. Previously the stages support processing both `ControlMessage` and `MultiMessage` - this PR removes 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 are also updated to use only `ControlMessage`. 

Morpheus examples that imports stages/messages directly (rather than creating their own version) are also updated to get CI passed for this PR.

Closes nv-morpheus#1887 

## By Submitting this PR I confirm:
- I am familiar with the [Contributing Guidelines](https://github.com/nv-morpheus/Morpheus/blob/main/docs/source/developer_guide/contributing.md).
- When the PR is ready for review, new or existing tests cover these changes.
- When the PR is ready for review, the documentation is up to date with these changes.

Authors:
  - Yuchen Zhang (https://github.com/yczhang-nv)
  - Michael Demoret (https://github.com/mdemoret-nv)

Approvers:
  - Michael Demoret (https://github.com/mdemoret-nv)
  - David Gardner (https://github.com/dagardner-nv)

URL: nv-morpheus#1803
@dagardner-nv dagardner-nv merged commit 021189f into david-cpu-only-mode-1846 Sep 11, 2024
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