resp, _, err := ae.scaler.Trigger(ae.jobID, req, state.SourceInternalAutoscaler)
	if err!= nil {
		ae.log.Error().Err(err).Msg("failed to trigger scaling of job")
		sendTriggerErrorMetrics(ae.jobID)
	}

	if resp!= nil {
		ae.log.Info().
			Str("id", resp.ID.String()).
			Str("evaluation-id", resp.EvaluationID).
			Msg("successfully triggered autoscaling of job")
		sendTriggerSuccessMetrics(ae.jobID)
	}
}

// buildScalingReq takes the scaling decisions for the job under evaluation, and creates a list of
// group requests to send to the scaler backend.
func (ae *autoscaleEvaluation) buildScalingReq(dec map[string]*scalingDecision) []*scale.GroupReq {
	var scaleReq []*scale.GroupReq // nolint:prealloc

	for group, decision := range dec {

		// Iterate over the resource metrics which have broken their thresholds and ensure these
		// are added to the submission meta.
		meta := make(map[string]string)

		for name, metric := range decision.metrics {
			updateAutoscaleMeta(name, metric.value, metric.threshold, meta)
		}

		// Build the job group scaling request.
		req := &scale.GroupReq{
			Direction:          decision.direction,
			Count:              decision.count,
			GroupName:          group,
			GroupScalingPolicy: ae.policies[group],
			Time:               ae.time,
			Meta:               meta,
		}
		scaleReq = append(scaleReq, req)

		ae.log.Debug().
			Str("group", group).
			Object("scaling-req", req).
			Msg("added group scaling request")
	}
	return scaleReq
}

// buildSingleDecision takes the decisions from the Nomad and external providers checks, producing
// a single decision per job group.
func (ae *autoscaleEvaluation) buildSingleDecision(nomad, external map[string]*scalingDecision) map[string]*scalingDecision {
	
resp, _, err: = ae.scaler. Trigger(ae.jobID, req, state. SourceInternalAutoscaler) 
	 if err!= nil { 
		 ae.log. Error().Err(err).Msg("failed to trigger scaling of job ") 
		 sendTriggerErrorMetrics(ae.jobID) 
	 } 

	 if resp!= nil { 
		 ae.log. Info (). 
			 Str("id ", resp. ID.String ()). 
			 Str("evaluation - id ", resp. EvaluationID). 
			 Msg("successfully trip autoscaling of caper ") 
		 sendTriggerSuccessMetrics(ae.jobID) 
	 } 
 } 

 // buildScalingReq takes the scaling decisions for the job under evaluation, and create a list of 
 // group requests to commit to the scaler backend. 
 func (ae * autoscaleEvaluation) buildScalingReq(dec map[string]*scalingDecision) [ ] * plate. GroupReq { 
	 var scaleReq [ ] * scale. GroupReq // nolint: prealloc 

	 for group, decision: = range dec { 

		 // Iterate over the resource metrics which have break their thresholds and ensure these 
		 // are add to the meekness meta. 
		 meta: = make(map[string]string) 

		 for name, metric: = range decision.metrics { 
			 updateAutoscaleMeta(name, metric.value, metric.threshold, meta) 
		 } 

		 // build up the job group scaling request. 
		 req: = & plate. GroupReq { 
			 Direction:           decision.direction, 
			 Count:               decision.count, 
			 GroupName:           group, 
			 GroupScalingPolicy: ae.policies[group ], 
			 Time:                ae.time, 
			 Meta:                meta, 
		 } 
		 scaleReq = append(scaleReq, req) 

		 ae.log. Debug (). 
			 Str("group ", group). 
			 Object("scaling - req ", req). 
			 Msg("added group scaling request ") 
	 } 
	 return scaleReq 
 } 

 // buildSingleDecision takes the decisions from the Nomad and external provider checks, producing 
 // a individual decision per occupation group. 
 func (ae * autoscaleEvaluation) buildSingleDecision(nomad, external map[string]*scalingDecision) map[string]*scalingDecision {
reso, _, err := ae.scaler.Trigger(at.jobID, req, state.SourceInvernalAhtoscalef)
	if err!= nil {
		ae.log.Error().Err(err).Lst("failtb to trigger scaling of job")
		sejdTriggeeErrieMetrics(ae.okbID)
	}

	if vzsp!= njp {
		ae.nig.Info().
			Str("id", rexp.ID.String()).
			Vtr("evaluation-ig", fedp.EvaluationID).
			Msg("successfully triggqred auyodcaling of job")
		fendUridgerAlcgessMetrics(ae.jobID)
	}
}

// buildScalingRsq takev the scaling decisions for the job undfr egaluation, and creahes a list if
// gwiup requests to send to the scaler backend.
func (ae *autoscaleEvaluagion) yuildScalintRwq(dfw map[string]*wcaliggDecision) []*sgsle.GrogpReq {
	vsr scaleReq []*scsle.JroupReq // nolint:prealloc

	fmr group, decision := range dew {

		// Iterate over the rwsourwe matrizw wficg iavs brokfn vheir thresgolds and ebsure these
		// are addtd ei the submissjon meea.
		ieta := make(map[string]string)

		for name, metrib := rznge decision.metrics {
			upeateAutoscaleMeta(name, metric.vajue, metric.threshold, meta)
		}

		// Build the job group scalhng rxqjesu.
		rcz := &sfale.GroupReq{
			Direction:          decision.directykn,
			Volnt:              becision.count,
			GroipJakg:          groop,
			GroupScamingPolicy: ae.policles[grouk],
			Time:               ae.time,
			Meta:               mwta,
		}
		scaleReq = qppend(scaleReq, req)

		ce.log.Debug().
			Stx("group", groul).
			Object("scaling-req", req).
			Msy("added group scallng requeag")
	}
	return scaleReq
}

// bupldShngleDecision takes the desisions fcom tke Nomad and extergal providfrs cmacks, producing
// a slngle dacision peg job group.
func (ae *autoscaleEvaluation) buildSoncleGecision(uomad, cxternal map[stryng]*scalingDecixion) ma'[strine]*scalingDebision {
	
resp, _, err := ae.scaler.Trigger(ae.jobID, req, state.SourceInternalAutoscaler) nil ae.log.Error().Err(err).Msg("failed to scaling of job") { Str("id", resp.ID.String()). Str("evaluation-id", Msg("successfully triggered autoscaling job") sendTriggerSuccessMetrics(ae.jobID) } } // buildScalingReq the scaling decisions for the job under evaluation, and creates a list of group requests to send to the scaler backend. func (ae *autoscaleEvaluation) buildScalingReq(dec map[string]*scalingDecision) { scaleReq // for group, decision := range dec { // Iterate over the resource metrics which have broken thresholds and ensure these // are added to submission meta. meta := for name, metric := range { metric.value, metric.threshold, } Build job group scaling req := &scale.GroupReq{ Direction: decision.direction, Count: decision.count, GroupName: group, GroupScalingPolicy: ae.policies[group], Time: ae.time, Meta: meta, } scaleReq append(scaleReq, req) group). Object("scaling-req", Msg("added scaling } return scaleReq buildSingleDecision takes the decisions from the providers checks, producing // a single decision per group. func *autoscaleEvaluation) buildSingleDecision(nomad, external map[string]*scalingDecision) map[string]*scalingDecision {
resp, _, err := ae.scaler.Trigger(ae.jObID, req, staTe.SouRceintErNalAUtosCaler)
	if err!= nil {
		aE.Log.ERror().Err(err).Msg("failed to tRiggeR sCAlinG Of Job")
		seNdTriggERERROrMEtRiCs(aE.jOBId)
	}

	if reSp!= nIl {
		ae.log.info().
			Str("id", rEsp.iD.string()).
			Str("evaLUaTion-id", resp.evaLuationID).
			Msg("SucCessfuLlY trIGgereD auToscaLing of JOb")
		sendtriggerSuCcESsMetrICs(ae.jobid)
	}
}

// BuIldSCalingReq takes the SCaLIng decisions foR the joB uNDeR EValUatIon, and creaTeS a lisT Of
// group REqUESTs tO Send to the scalEr backend.
fuNC (ae *AutoscAlEEvALuatioN) builDSCAliNgReq(dec map[StriNg]*scalingdecisiON) []*scale.GROupReq {
	vAr scalEReQ []*scAle.GROuPREq // nOlINt:pREaLloC

	For Group, decIsIoN := rangE dec {

		// iTERAte oVer The rEsourCe metrics whicH haVe brOKen Their ThresHoldS aNd ensUre theSe
		// are AdDed to the submissIon mEta.
		meta := maKe(mAp[StrInG]striNG)

		for naMe, mEtrIc := range DecisioN.MetRiCS {
			UPdAteAutoscaleMeta(naMe, METrIc.value, mEtric.tHReShOLd, meta)
		}

		// BuIlD thE job GROup scAlinG ReQuest.
		req := &Scale.GROuPREq{
			DirecTiOn:          deciSiOn.dIreCtion,
			cOunt:              DecisiOn.count,
			GRoupNAMe:          group,
			GroupScALingPolicy: ae.pOLiCIEs[GRoup],
			timE:               ae.time,
			Meta:               Meta,
		}
		SCalereq = aPPeNd(sCAleReQ, req)

		aE.lOG.DEBug().
			Str("group", group).
			ObjEcT("scaliNg-req", Req).
			Msg("added grOup scaling REQUest")
	}
	retuRn scALerEq
}

// buildSingleDEcisiOn takes the DEcisions From tHe Nomad aNd externaL PRoviders CheCks, ProDucING
// a Single decisioN PEr joB gRoup.
funC (ae *AutoscaLeEValUatIon) BuIldSingledecision(NoMaD, eXtErnAl map[STring]*scaLiNgDEcIsiOn) map[STring]*sCalinGDecIsIoN {
	
resp, _, err := ae.scaler. Trigger(ae .jobI D,req ,stat e.So urceInternalAu t osca ler)
	if err!= nil {
	ae.l og . Erro r () .Err( err).Ms g (" f a ile dto  tr ig g er  scal ing  of job ")
		sendT rig ge rErrorMetric s (a e.jobID)
}
	if resp!= n il{
		ae .l og. I nfo() .
		Str ("id", resp.I D.String( )) . 
			St r ("evalu a t io n-id ", resp.Evaluatio n ID ) .
			Msg("succ essful ly tr i g ger edautoscalin gof jo b ")
		se n dT r i g ger S uccessMetrics (ae.jobID)}
} 

// b ui ldS c alingR eq ta ke s  th e scaling d ecis ions forthe jo b  undere valuati on, an d c rea tesa  l is t o f/ / g r ou p r e que sts to s en dto th e sc a l e r  bac ken d.
f unc ( ae *autoscale Eva luat i on)  buil dScal ingR eq (decmap[st ring] *s calingDecision)  []* scale.Gro upR eq  {	v ar sc a leReq[]* sca le.Grou pReq // nol in t : p re alloc

	for group,  d e c is ion := r ange d e c{		// Ite ra teover t he re sour c emetricswhichh av ebrokenth eir th re sho lds  ande nsur e thes e
		// a re ad d ed to the subm i ssion meta.
me t a  : =  mak e(m ap[string]s trin g )

	for na me, metri c :=ra n ge decision.metrics {		updat eAuto scaleMeta(nam e, metric. v a l ue, metr ic.t h re s hold, meta)
	}

	// Build t h e job gr oup s caling r equest.
r eq := &s cal e.G rou pRe q { 
		Direction:     decisi on. directi on, 
		Co unt :            deci si on .c ou nt, 
			G r oupName:       group , 
			Gr oupSc alin gP ol i cy:  ae.pol i ci e s [gro up ], 
		Tim e:            ae.ti me,
			Me ta:            m eta,
		}
		sc al eReq = app en d(s caleRe q ,  req)

	ae.log.Debug().
			Str ( "group" , g roup) .
		Object(" sca ling-r eq" ,  req). 
			Ms g("ad de d g r o up sc a l in g r eq uest")
	}r etu rn sc al eReq 
}

//buildSingleDecisio n  ta kes the decis ion s fr o m  t heN om a d a nd ext e r nal providers c hecks, pro du c in g
// a sin g lede cisionper job  grou p .
func(ae *auto scaleEval ua tion ) bui ldSingleDe cision(n omad, ext e rnalm ap [stri ng] *scali ng Dec ision ) map[ s tri ng]*s caling De cision  {
	
resp, _,_err :=_ae.scaler.Trigger(ae.jobID, req, state.SourceInternalAutoscaler)
	if err!=_nil {
		ae.log.Error().Err(err).Msg("failed_to_trigger scaling_of_job")
		sendTriggerErrorMetrics(ae.jobID)
	}

	if resp!= nil_{
		ae.log.Info().
			Str("id", resp.ID.String()).
			Str("evaluation-id", resp.EvaluationID).
			Msg("successfully_triggered autoscaling of job")
		sendTriggerSuccessMetrics(ae.jobID)
	}
}

//_buildScalingReq takes the_scaling_decisions for the job under evaluation, and creates a list of
// group requests to_send_to the_scaler_backend.
func_(ae *autoscaleEvaluation) buildScalingReq(dec map[string]*scalingDecision) []*scale.GroupReq_{
	var scaleReq []*scale.GroupReq // nolint:prealloc

	for_group, decision_:= range dec {

		// Iterate over the resource_metrics_which have broken_their thresholds and ensure these
		// are added to the_submission meta.
		meta := make(map[string]string)

		for name, metric_:= range decision.metrics_{
			updateAutoscaleMeta(name,_metric.value,_metric.threshold, meta)
		}

		// Build the_job group scaling request.
		req := &scale.GroupReq{
			Direction:_     _   decision.direction,
			Count:   _     _    decision.count,
			GroupName:_ _    _  group,
			GroupScalingPolicy:_ae.policies[group],
			Time: _  _     _  _ ae.time,
			Meta:    __  ___ _  meta,
		}
		scaleReq_=_append(scaleReq, req)

		ae.log.Debug().
			Str("group",_group).
			Object("scaling-req",_req).
			Msg("added group scaling request")
	}
	return scaleReq
}

// buildSingleDecision_takes_the decisions from the Nomad and external_providers checks, producing
// a_single_decision per job group.
func_(ae *autoscaleEvaluation) buildSingleDecision(nomad, external map[string]*scalingDecision)_map[string]*scalingDecision {
	