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feat(llmobs): integrate distributed experiment support onto main's Ba…#16570

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gary/mlob-4860-v2
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feat(llmobs): integrate distributed experiment support onto main's Ba…#16570
gary-huang wants to merge 1 commit intomainfrom
gary/mlob-4860-v2

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…seExperiment structure

  • Add _NO_OP_TASK classmethod to BaseExperiment for distributed host initialization
  • Add is_distributed parameter to BaseExperiment and Experiment
  • Add experiment_get to LLMObsExperimentsClient for fetching existing experiments
  • Add ensure_unique parameter to experiment_create
  • Add _run_task_single_iteration and _submit_eval_metric to Experiment
  • Track experiment_span for post-run eval submission in distributed mode

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…seExperiment structure

- Add _NO_OP_TASK classmethod to BaseExperiment for distributed host initialization
- Add is_distributed parameter to BaseExperiment and Experiment
- Add experiment_get to LLMObsExperimentsClient for fetching existing experiments
- Add ensure_unique parameter to experiment_create
- Add _run_task_single_iteration and _submit_eval_metric to Experiment
- Track experiment_span for post-run eval submission in distributed mode

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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