vllm_omni/metrics/__init__.py

from .prometheus import OmniPrometheusMetrics, OmniRequestCounter
from .stats import OrchestratorAggregator, StageRequestStats, StageStats
from .utils import (
    count_audio_chunk_frames,
    count_audio_frames,
    count_image_pixels,
    count_tokens_from_outputs,
)

__all__ = [
    "OmniPrometheusMetrics",
    "OmniRequestCounter",
    "OrchestratorAggregator",
    "StageStats",
    "StageRequestStats",
    "count_audio_chunk_frames",
    "count_audio_frames",
    "count_image_pixels",
    "count_tokens_from_outputs",
]
[Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* (#3576 ) 2026-06-01 20:20:48 +08:00			`from .prometheus import OmniPrometheusMetrics, OmniRequestCounter`
[Feature] Opt metrics structure (#891 ) 2026-02-09 19:17:32 +08:00			`from .stats import OrchestratorAggregator, StageRequestStats, StageStats`
[Refactor] Centralize metrics related helpers to metrics/ (#5168 ) 2026-07-23 23:55:05 +08:00			`from .utils import (`
			`count_audio_chunk_frames,`
			`count_audio_frames,`
			`count_image_pixels,`
			`count_tokens_from_outputs,`
			`)`
[Feature] Opt metrics structure (#891 ) 2026-02-09 19:17:32 +08:00
			`__all__ = [`
[Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* (#3576 ) 2026-06-01 20:20:48 +08:00			`"OmniPrometheusMetrics",`
			`"OmniRequestCounter",`
[Feature] Opt metrics structure (#891 ) 2026-02-09 19:17:32 +08:00			`"OrchestratorAggregator",`
			`"StageStats",`
			`"StageRequestStats",`
[Refactor] Centralize metrics related helpers to metrics/ (#5168 ) 2026-07-23 23:55:05 +08:00			`"count_audio_chunk_frames",`
			`"count_audio_frames",`
			`"count_image_pixels",`
[Feature] Opt metrics structure (#891 ) 2026-02-09 19:17:32 +08:00			`"count_tokens_from_outputs",`
			`]`