GitLab

Signed-off-by: Graham King <grahamk@nvidia.com>

with `--profile-results-dir use-pre-swept-results`, user doesn't need to run pre-deployment profiling. Dynamo Planner will retrieve pre-swept results in `components/planner/src/dynamo/planner/utils/pre_swept_results` npz folder to generate perf interpolation data points, if the Dynamo Planner configs can be found in the local npz files.

Tested with Dynamo Planner dry run mode: 
```bash
python components/planner/test/planner_sla_dryrun.py \
    --ttft 0.2 \
    --itl 0.01 \
    --adjustment-interval 60 \
    --profile-results-dir use-pre-swept-results \
    --dataset rr-5-45_i3000o300.jsonl \
    --start-num-p 1 \
    --start-num-d 1 \
    --output-plot dryrun_plot.png
```
Signed-off-by: Jason Zhou <jasonzho@nvidia.com>

Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
Co-authored-by: hhzhang16 <54051230+hhzhang16@users.noreply.github.com>

Signed-off-by: Gavin.Zhu <gavin.z@gmicloud.ai>

Signed-off-by: Graham King <grahamk@nvidia.com>

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Signed-off-by: Hannah Zhang <hannahz@nvidia.com>
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Signed-off-by: Neal Vaidya <nealv@nvidia.com>
Co-authored-by: Biswa Panda <biswa.panda@gmail.com>
Co-authored-by: Ayush Agarwal <ayushag@nvidia.com>
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Signed-off-by: hongkuanz <hongkuanz@nvidia.com>

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Signed-off-by: hongkuan <hongkuanz@nvidia.com>

Signed-off-by: Julien Mancuso <jmancuso@nvidia.com>

Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com>

Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
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Co-authored-by: Hannah Zhang <hannahz@nvidia.com>

chore: bug fixes in pre-deployment sweeping and vllm_v1 planner; expose num_d/p to k8s metrics (#2454)

Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
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Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
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Co-authored-by: mohammedabdulwahhab <furkhan324@berkeley.edu>
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Co-authored-by: mohammedabdulwahhab <furkhan324@berkeley.edu>
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Signed-off-by: Hongkuan Zhou <tedzhouhk@gmail.com>
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We can now do this:

- Node 1:

```
dynamo-run in=http out=dyn
```

- Node 2 and 3, two instances of component 'backend' in the nemotron_ultra pipeline:

```
dynamo-run in=dyn://nemotron_ultra.backend.generate out=vllm /data/models/NemotronUltra
```

- Node 4 and 5, two instances of the 'backend' component in nemotron_super pipeline:

```
dynamo-run in=dyn://nemotron_super.backend.generate out=vllm /data/models/NemotronSuper
```

The ingress node will discover all four instances and route correctly. We have been planning for this for a long time now.

As part of this auto-discovery is now always `out=dyn`, with no extra URL parts. Previously it could only route to a single pipeline.

Also:
- Refactor endpoint / instance naming now that I understand them
- Fix removing models when their instance stops.

Co-authored-by: mohammedabdulwahhab <furkhan324@berkeley.edu>