o -iK@sUddlZddlZddlmZmZddlmZddlmZdZ eGdddeZ eGdd d e Z eGd d d e Z eGd d d e Z eGddde Ze ee e dZeeee fed<GdddedZGdddeee fZdS)N)ABCabstractmethod) dataclass)overrideg:0yE>c@s`eZdZUeed<ededefddZededefddZd e eefd edefd d Z d S)SLACriterionBasetargetactualreturncCt)z Return a negative value or `0` if this criterion is met; otherwise a positive value indicating the distance to the target. NotImplementedErrorselfrr\/home/ubuntu/veenaModal/venv/lib/python3.10/site-packages/vllm/benchmarks/sweep/sla_sweep.pycompute_marginszSLACriterionBase.compute_marginlhscCr Nr rrrrr format_condszSLACriterionBase.format_condmetrics metrics_keycCsL||}||}||d|d}td|d|dkr dnd|S)Nz = .2fzValidating SLA: z | rPASSEDFAILED)rrprint)rrrmetricmargincondrrrprint_and_compute_margins   z)SLACriterionBase.print_and_compute_marginN) __name__ __module__ __qualname__float__annotations__rrstrrdictrrrrrrs  rc@8eZdZededefddZededefddZdS) SLALessThanrr cCs|t|jSr)SLA_EPSrr rrrr.zSLALessThan.compute_marginrcC|d|jdS)Nrr-rrrrrHr.zSLAGreaterThan.format_condNr/rrrrr4Br0r4c@r') SLAGreaterThanOrEqualTorr cCs |j|Srr-r rrrrOr2z&SLAGreaterThanOrEqualTo.compute_marginrcCr+)N>=rr-rrrrrSr.z#SLAGreaterThanOrEqualTo.format_condNr/rrrrr6Mr0r6)r3r7r,r5 SLA_CRITERIAc@s>eZdZedejfddZedeee e ffddZ dS)SLASweepfilepathcCs>t|d }t|}Wdn1swY||S)Nrb)openjsonload from_records)clsr:frecordsrrr read_jsonbs   zSLASweep.read_jsonrBcCs.t|tstdt||dd|DS)Nz@The SLA sweep should be a list of dictionaries, but found type: css|]}t|VqdSr) SLASweepItem from_record).0recordrrr qsz(SLASweep.from_records..) isinstancelist TypeErrortype)r@rBrrrr?is zSLASweep.from_recordsN) r r!r" classmethodosPathLikerCrJr&r%r?rrrrr9as  r9rDc@s:eZdZedeeeffddZd dedefddZd S) rDrGc Csni}|D],\}}tD]}||r"t|t||||<nq td|d|dttq||S)Nz%Invalid operator for SLA constraint '=z'. Valid operators are: )itemsr8 startswithr# removeprefix ValueErrorsorted)r@rG sla_criteria metric_key metric_valueop_keyrrrrEus(  zSLASweepItem.from_record, sepr cCs|dd|DS)Ncss|] \}}||VqdSr)r)rFkvrrrrHsz'SLASweepItem.as_text..)joinrQ)rr[rrras_textszSLASweepItem.as_textN)rZ)r r!r"rMr&r%rEr_rrrrrDts)r=rNabcrr dataclassesrtyping_extensionsrr)rr(r1r4r6r8r&r%rLr$rJr9rDrrrrs0