diff --git a/.github/styles/Vocab/FluxNinja/accept.txt b/.github/styles/config/vocabularies/FluxNinja/accept.txt similarity index 100% rename from .github/styles/Vocab/FluxNinja/accept.txt rename to .github/styles/config/vocabularies/FluxNinja/accept.txt diff --git a/.github/styles/Vocab/FluxNinja/reject.txt b/.github/styles/config/vocabularies/FluxNinja/reject.txt similarity index 100% rename from .github/styles/Vocab/FluxNinja/reject.txt rename to .github/styles/config/vocabularies/FluxNinja/reject.txt diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7e47b2991c..8854d5c321 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -255,7 +255,7 @@ repos: - id: codespell args: - "-L inport,atleast,iteraction" - - "--ignore-words=./.github/styles/Vocab/FluxNinja/accept.txt" + - "--ignore-words=./.github/styles/config/vocabularies/FluxNinja/accept.txt" exclude: ^(.*\.svg|yarn.lock|go.sum|.*/go.sum|.circleci/.*|docs/content/reference/api/.*|api/gen/.*|sdks/aperture-java/lib/core/src/main/java/com/fluxninja/generated/.*|sdks/aperture-py/aperture_sdk/_gen/.*|blueprints/gen/.*|sdks/aperture-js/docs/.*|sdks/aperture-js/README.md|sdks/aperture-py/docs/.*|playground/resources/nginx/.*|\.github/.*|.*\.libsonnet|playground/resources/demo-ui/package-lock\.json|sdks/aperture-js/example/package-lock.json)$ - repo: https://github.com/DavidAnson/markdownlint-cli2 rev: v0.7.1 diff --git a/api/aperture/policy/language/v1/flowcontrol.proto b/api/aperture/policy/language/v1/flowcontrol.proto index ae73673bef..2fc8fa43dd 100644 --- a/api/aperture/policy/language/v1/flowcontrol.proto +++ b/api/aperture/policy/language/v1/flowcontrol.proto @@ -455,6 +455,9 @@ message Scheduler { // Key for a flow label that can be used to provide workloads for this request. // If this parameter is not provided, the workloads for the flow will be determined by the matched workload's name in the policy. string workload_label_key = 10; + + // Key for a flow label that is used to enforce fairness among requests in a workload. If not specified, requests within a workload of the same priority are admitted in a FIFO manner. + string fairness_label_key = 11; } // _AIMD Load Scheduler_ uses a Gradient Controller to throttle the token rate based on the deviation of the signal from the setpoint. diff --git a/api/buf.lock b/api/buf.lock index 2ff6115b94..c93e1dfa23 100644 --- a/api/buf.lock +++ b/api/buf.lock @@ -9,8 +9,8 @@ deps: - remote: buf.build owner: envoyproxy repository: envoy - commit: 10791366aeb94287b5f8b62d1be8ec2e - digest: shake256:193299dfe4b65518327fccde2953e05969f23919eaabd68e8ad73bf3a88465620749671b1db7f76de02d38cba6d9a4b19ad947f7ab987de353c3333e683452ca + commit: 209ef7e618764e45afca2d0e5aa39a89 + digest: shake256:a0054a180db39da894083467f8bd98d47bbb81b7ae36658d1c7f7ce05a422964406745ce3a41b8ed13738c1a8e5fd36b3e5aed9ab94244edb913ae51f64f1851 - remote: buf.build owner: envoyproxy repository: protoc-gen-validate diff --git a/api/gen/proto/go/aperture/policy/language/v1/flowcontrol.pb.go b/api/gen/proto/go/aperture/policy/language/v1/flowcontrol.pb.go index 851f2666fe..37058f0a84 100644 --- a/api/gen/proto/go/aperture/policy/language/v1/flowcontrol.pb.go +++ b/api/gen/proto/go/aperture/policy/language/v1/flowcontrol.pb.go @@ -827,6 +827,8 @@ type Scheduler struct { // Key for a flow label that can be used to provide workloads for this request. // If this parameter is not provided, the workloads for the flow will be determined by the matched workload's name in the policy. WorkloadLabelKey string `protobuf:"bytes,10,opt,name=workload_label_key,json=workloadLabelKey,proto3" json:"workload_label_key,omitempty"` + // Key for a flow label that is used to enforce fairness among requests in a workload. If not specified, requests within a workload of the same priority are admitted in a FIFO manner. + FairnessLabelKey string `protobuf:"bytes,11,opt,name=fairness_label_key,json=fairnessLabelKey,proto3" json:"fairness_label_key,omitempty"` } func (x *Scheduler) Reset() { @@ -910,6 +912,13 @@ func (x *Scheduler) GetWorkloadLabelKey() string { return "" } +func (x *Scheduler) GetFairnessLabelKey() string { + if x != nil { + return x.FairnessLabelKey + } + return "" +} + // _AIMD Load Scheduler_ uses a Gradient Controller to throttle the token rate based on the deviation of the signal from the setpoint. // It takes a signal and setpoint as inputs and reduces token rate proportionally (or any arbitrary power) based on deviation of the signal from setpoint. // During recovery, it increases the token rate linearly until the system is not overloaded. @@ -5408,7 +5417,7 @@ var file_aperture_policy_language_v1_flowcontrol_proto_rawDesc = []byte{ 0x65, 0x72, 0x74, 0x75, 0x72, 0x65, 0x2e, 0x70, 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(m *Scheduler) validate(all bool) error { // no validation rules for WorkloadLabelKey + // no validation rules for FairnessLabelKey + if len(errors) > 0 { return SchedulerMultiError(errors) } diff --git a/api/gen/proto/go/aperture/policy/language/v1/flowcontrol_vtproto.pb.go b/api/gen/proto/go/aperture/policy/language/v1/flowcontrol_vtproto.pb.go index 213a2a7f7f..490c372c61 100644 --- a/api/gen/proto/go/aperture/policy/language/v1/flowcontrol_vtproto.pb.go +++ b/api/gen/proto/go/aperture/policy/language/v1/flowcontrol_vtproto.pb.go @@ -1647,6 +1647,13 @@ func (m *Scheduler) MarshalToSizedBufferVT(dAtA []byte) (int, error) { i -= len(m.unknownFields) copy(dAtA[i:], m.unknownFields) } + if len(m.FairnessLabelKey) > 0 { + i -= len(m.FairnessLabelKey) + copy(dAtA[i:], m.FairnessLabelKey) + i = encodeVarint(dAtA, i, uint64(len(m.FairnessLabelKey))) + i-- + dAtA[i] = 0x5a + } if len(m.WorkloadLabelKey) > 0 { i -= len(m.WorkloadLabelKey) copy(dAtA[i:], m.WorkloadLabelKey) @@ -5046,6 +5053,10 @@ func (m *Scheduler) SizeVT() (n int) { if l > 0 { n += 1 + l + sov(uint64(l)) } + l = len(m.FairnessLabelKey) + if l > 0 { + n += 1 + l + sov(uint64(l)) + } n += len(m.unknownFields) return n } @@ -10012,6 +10023,38 @@ func (m *Scheduler) UnmarshalVT(dAtA []byte) error { } m.WorkloadLabelKey = string(dAtA[iNdEx:postIndex]) iNdEx = postIndex + case 11: + if wireType != 2 { + return fmt.Errorf("proto: wrong wireType = %d for field FairnessLabelKey", wireType) + } + var stringLen uint64 + for shift := uint(0); ; shift += 7 { + if shift >= 64 { + return ErrIntOverflow + } + if iNdEx >= l { + return io.ErrUnexpectedEOF + } + b := dAtA[iNdEx] + iNdEx++ + stringLen |= uint64(b&0x7F) << shift + if b < 0x80 { + break + } + } + intStringLen := int(stringLen) + if intStringLen < 0 { + return ErrInvalidLength + } + postIndex := iNdEx + intStringLen + if postIndex < 0 { + return ErrInvalidLength + } + if postIndex > l { + return io.ErrUnexpectedEOF + } + m.FairnessLabelKey = string(dAtA[iNdEx:postIndex]) + iNdEx = postIndex default: iNdEx = preIndex skippy, err := skip(dAtA[iNdEx:]) diff --git a/blueprints/gen/jsonschema/_definitions.json b/blueprints/gen/jsonschema/_definitions.json index 2344737a80..3e645bc280 100644 --- a/blueprints/gen/jsonschema/_definitions.json +++ b/blueprints/gen/jsonschema/_definitions.json @@ -3595,6 +3595,10 @@ "description": "This field allows you to override the default HTTP status code (`503 Service Unavailable`) that is returned when a request is denied.\n\n", "x-go-tag-default": "ServiceUnavailable" }, + "fairness_label_key": { + "description": "Key for a flow label that is used to enforce fairness among requests in a workload. If not specified, requests within a workload of the same priority are admitted in a FIFO manner.", + "type": "string" + }, "priority_label_key": { "description": "Key for a flow label that can be used to override the default priority for this flow.\nThe value associated with this key must be a valid number. Higher numbers means higher priority.\nIf this parameter is not provided, the priority for the flow will be determined by the matched workload's priority.", "type": "string" diff --git a/blueprints/gen/v1/scheduler.libsonnet b/blueprints/gen/v1/scheduler.libsonnet index 52089152b1..628309ea51 100644 --- a/blueprints/gen/v1/scheduler.libsonnet +++ b/blueprints/gen/v1/scheduler.libsonnet @@ -19,6 +19,12 @@ withDeniedResponseStatusCodeMixin(denied_response_status_code):: { denied_response_status_code+: denied_response_status_code, }, + withFairnessLabelKey(fairness_label_key):: { + fairness_label_key: fairness_label_key, + }, + withFairnessLabelKeyMixin(fairness_label_key):: { + fairness_label_key+: fairness_label_key, + }, withPriorityLabelKey(priority_label_key):: { priority_label_key: priority_label_key, }, diff --git a/dashboards/grafana/dashboards/summary/scheduler/rows-fn.libsonnet b/dashboards/grafana/dashboards/summary/scheduler/rows-fn.libsonnet index af6a9141fd..edec31bdac 100644 --- a/dashboards/grafana/dashboards/summary/scheduler/rows-fn.libsonnet +++ b/dashboards/grafana/dashboards/summary/scheduler/rows-fn.libsonnet @@ -193,26 +193,4 @@ function(datasourceName, policyName, componentID, extraFilters={}) ), ]; - local legendFormat = '{{ instance }} - {{ policy_name }}'; - local row10 = [ - barGaugePanel( - 'WFQ Scheduler Flows', - datasourceName, - 'avg(wfq_flows_total{%(filters)s})' % { filters: stringFilters }, - x=0, - h=6, - w=12, - legendFormat=legendFormat - ), - barGaugePanel( - 'WFQ Scheduler Heap Requests', - datasourceName, - 'avg(wfq_requests_total{%(filters)s})' % { filters: stringFilters }, - x=12, - h=6, - w=12, - legendFormat=legendFormat - ), - ]; - - [row1, row2, row3, row4, row5, row6, row7, row8, row9, row10] + [row1, row2, row3, row4, row5, row6, row7, row8, row9] diff --git a/docs/content/assets/openapiv2/aperture-controller.swagger.yaml b/docs/content/assets/openapiv2/aperture-controller.swagger.yaml index 85fe01831b..753ef8aaca 100644 --- a/docs/content/assets/openapiv2/aperture-controller.swagger.yaml +++ b/docs/content/assets/openapiv2/aperture-controller.swagger.yaml @@ -3890,6 +3890,9 @@ definitions: This field allows you to override the default HTTP status code (`503 Service Unavailable`) that is returned when a request is denied. x-go-tag-default: ServiceUnavailable + fairness_label_key: + description: Key for a flow label that is used to enforce fairness among requests in a workload. If not specified, requests within a workload of the same priority are admitted in a FIFO manner. + type: string priority_label_key: description: |- Key for a flow label that can be used to override the default priority for this flow. diff --git a/docs/content/assets/openapiv2/aperture.swagger.yaml b/docs/content/assets/openapiv2/aperture.swagger.yaml index ad9885d0a6..d3d2628676 100644 --- a/docs/content/assets/openapiv2/aperture.swagger.yaml +++ b/docs/content/assets/openapiv2/aperture.swagger.yaml @@ -4728,6 +4728,9 @@ definitions: This field allows you to override the default HTTP status code (`503 Service Unavailable`) that is returned when a request is denied. x-go-tag-default: ServiceUnavailable + fairness_label_key: + description: Key for a flow label that is used to enforce fairness among requests in a workload. If not specified, requests within a workload of the same priority are admitted in a FIFO manner. + type: string priority_label_key: description: |- Key for a flow label that can be used to override the default priority for this flow. diff --git a/docs/content/reference/configuration/spec.md b/docs/content/reference/configuration/spec.md index 86b8a53a05..dc391e78f5 100644 --- a/docs/content/reference/configuration/spec.md +++ b/docs/content/reference/configuration/spec.md @@ -8805,6 +8805,20 @@ Parameters to be used if none of workloads specified in `workloads` match. This field allows you to override the default HTTP status code (`503 Service Unavailable`) that is returned when a request is denied. + +
fairness_label_key
+
+ + + +(string) + + + +Key for a flow label that is used to enforce fairness among requests in a +workload. If not specified, requests within a workload of the same priority are +admitted in a FIFO manner. +
priority_label_key
diff --git a/docs/content/reference/observability/prometheus-metrics/agent.md b/docs/content/reference/observability/prometheus-metrics/agent.md index 57edd4bac2..bcfb3fe396 100644 --- a/docs/content/reference/observability/prometheus-metrics/agent.md +++ b/docs/content/reference/observability/prometheus-metrics/agent.md @@ -252,19 +252,20 @@ This document describes the Prometheus metrics generated by Aperture Agents. -| Name | Type | Labels | Unit | Description | -| ----------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------- | --------------- | --------------------------------------------------------------------------------- | -| wfq_flows_total | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | count (no unit) | A gauge that tracks the number of flows in the WFQScheduler | -| wfq_requests_total | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | count (no unit) | A gauge that tracks the number of queued requests in the WFQScheduler | -| token_bucket_lm_ratio | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | percentage | A gauge that tracks the load multiplier | -| token_bucket_fill_rate | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | tokens/s | A gauge that tracks the fill rate of token bucket | -| token_bucket_capacity_total | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | count (no unit) | A gauge that tracks the capacity of token bucket | -| token_bucket_available_tokens_total | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | count (no unit) | A gauge that tracks the number of tokens available in token bucket | -| workload_requests_total | Counter | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index, decision_type, limiter_dropped | count (no unit) | A counter of workload requests | -| request_in_queue_duration_ms | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index | ms | Metric used for grouping durations for requests by workload in queue of Scheduler | -| workload_preempted_tokens | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index | token | Metric used for counting tokens preempted per request | -| workload_delayed_tokens | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index | token | Metric used for counting tokens delayed per request | -| workload_on_time_total | Counter | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index, decision_type, limiter_dropped | count (no unit) | Metric used for counting requests that are on time, neither preempted nor delayed | +| Name | Type | Labels | Unit | Description | +| ----------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------- | --------------- | -------------------------------------------------------------------------------------------------------------------------------------------- | +| token_bucket_lm_ratio | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | percentage | A gauge that tracks the load multiplier | +| token_bucket_fill_rate | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | tokens/s | A gauge that tracks the fill rate of token bucket | +| token_bucket_capacity_total | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | count (no unit) | A gauge that tracks the capacity of token bucket | +| token_bucket_available_tokens_total | Gauge | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id | count (no unit) | A gauge that tracks the number of tokens available in token bucket | +| workload_requests_total | Counter | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index, decision_type, limiter_dropped | count (no unit) | A counter of workload requests | +| request_in_queue_duration_ms | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index | ms | Metric used for grouping durations for requests by workload in queue of Scheduler | +| workload_preempted_tokens | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index | token | Metric used for counting tokens preempted per request measured end-to-end in the scheduler across all workloads. | +| workload_delayed_tokens | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index | token | Metric used for counting tokens delayed per request measured end-to-end in the scheduler across all workloads. | +| workload_on_time_total | Counter | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, workload_index, decision_type, limiter_dropped | count (no unit) | Metric used for counting requests that are on time, neither preempted nor delayed measured end-to-end in the scheduler across all workloads. | +| fairness_preempted_tokens | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, fairness_index | token | Metric used for counting tokens preempted per request measured at fairness queues within the same workload. | +| fairness_delayed_tokens | Summary | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, fairness_index | token | Metric used for counting tokens delayed per request measured at fairness queues within the same workload. | +| fairness_on_time_total | Counter | agent_group, instance, job, process_uuid, policy_name, policy_hash, component_id, fairness_index, decision_type, limiter_dropped | count (no unit) | Metric used for counting requests that are on time, neither preempted nor delayed measured at fairness queues within the same workload. | diff --git a/docs/gen/policy/policy.yaml b/docs/gen/policy/policy.yaml index f10704bde2..1483e1c6f9 100644 --- a/docs/gen/policy/policy.yaml +++ b/docs/gen/policy/policy.yaml @@ -3804,6 +3804,9 @@ definitions: This field allows you to override the default HTTP status code (`503 Service Unavailable`) that is returned when a request is denied. x-go-tag-default: ServiceUnavailable + fairness_label_key: + description: Key for a flow label that is used to enforce fairness among requests in a workload. If not specified, requests within a workload of the same priority are admitted in a FIFO manner. + type: string priority_label_key: description: |- Key for a flow label that can be used to override the default priority for this flow. diff --git a/go.mod b/go.mod index 993b0e2a83..81be66e52c 100644 --- a/go.mod +++ b/go.mod @@ -11,6 +11,7 @@ require ( github.com/buger/jsonparser v1.1.1 github.com/buraksezer/olric v0.0.0-00010101000000-000000000000 github.com/cenkalti/backoff/v4 v4.2.1 + github.com/cespare/xxhash v1.1.0 github.com/charmbracelet/bubbletea v0.25.0 github.com/clarketm/json v1.17.1 github.com/containerd/cgroups v1.1.0 diff --git a/pkg/metrics/schema.go b/pkg/metrics/schema.go index 27f435412f..44e422e57a 100644 --- a/pkg/metrics/schema.go +++ b/pkg/metrics/schema.go @@ -106,12 +106,18 @@ const ( WorkloadCounterMetricName = "workload_requests_total" // RequestInQueueDurationMetricName - metric used for grouping durations for requests in queue of Scheduler. RequestInQueueDurationMetricName = "request_in_queue_duration_ms" - // WorkloadPreemptedTokensMetricName - metric used for counting tokens preempted per request. + // WorkloadPreemptedTokensMetricName - metric used for counting tokens preempted per request measured end-to-end in the scheduler across all workloads. WorkloadPreemptedTokensMetricName = "workload_preempted_tokens" - // WorkloadDelayedTokensMetricName - metric used for counting tokens delayed per request. + // WorkloadDelayedTokensMetricName - metric used for counting tokens delayed per request measured end-to-end in the scheduler across all workloads. WorkloadDelayedTokensMetricName = "workload_delayed_tokens" - // WorkloadOnTimeMetricName - metric used for counting requests that are on time, neither preempted nor delayed. + // WorkloadOnTimeMetricName - metric used for counting requests that are on time, neither preempted nor delayed measured end-to-end in the scheduler across all workloads. WorkloadOnTimeMetricName = "workload_on_time_total" + // FairnessPreemptedTokensMetricName - metric used for counting tokens preempted per request measured at fairness queues within the same workload. + FairnessPreemptedTokensMetricName = "fairness_preempted_tokens" + // FairnessDelayedTokensMetricName - metric used for counting tokens delayed per request measured at fairness queues within the same workload. + FairnessDelayedTokensMetricName = "fairness_delayed_tokens" + // FairnessOnTimeMetricName - metric used for counting requests that are on time, neither preempted nor delayed measured at fairness queues within the same workload. + FairnessOnTimeMetricName = "fairness_on_time_total" // IncomingTokensMetricName - total work measured in tokens of all incoming requests. IncomingTokensMetricName = "incoming_tokens_total" @@ -120,10 +126,6 @@ const ( // RejectedTokensMetricName - total work measured in tokens of all rejected requests. RejectedTokensMetricName = "rejected_tokens_total" - // WFQFlowsMetricName - weighted fair queuing number of flows gauge. - WFQFlowsMetricName = "wfq_flows_total" - // WFQRequestsMetricName - weighted fair queuing number of requests gauge. - WFQRequestsMetricName = "wfq_requests_total" // TokenBucketLMMetricName - a gauge that tracks the load multiplier. TokenBucketLMMetricName = "token_bucket_lm_ratio" // TokenBucketFillRateMetricName - a gauge that tracks the fill rate of token bucket. diff --git a/pkg/policies/flowcontrol/actuators/workload-scheduler/scheduler.go b/pkg/policies/flowcontrol/actuators/workload-scheduler/scheduler.go index 6daae01077..bb87936be0 100644 --- a/pkg/policies/flowcontrol/actuators/workload-scheduler/scheduler.go +++ b/pkg/policies/flowcontrol/actuators/workload-scheduler/scheduler.go @@ -40,9 +40,6 @@ type Factory struct { registry status.Registry // WFQ Metrics. - wfqFlowsGaugeVec *prometheus.GaugeVec - wfqRequestsGaugeVec *prometheus.GaugeVec - incomingTokensCounterVec *prometheus.CounterVec acceptedTokensCounterVec *prometheus.CounterVec rejectedTokensCounterVec *prometheus.CounterVec @@ -55,6 +52,10 @@ type Factory struct { workloadPreemptedTokensSummaryVec *prometheus.SummaryVec workloadDelayedTokensSummaryVec *prometheus.SummaryVec workloadOnTimeCounterVec *prometheus.CounterVec + + fairnessPreemptedTokensSummaryVec *prometheus.SummaryVec + fairnessDelayedTokensSummaryVec *prometheus.SummaryVec + fairnessOnTimeCounterVec *prometheus.CounterVec } // newFactory sets up the load scheduler module in the main fx app. @@ -69,20 +70,6 @@ func newFactory( registry: reg, } - wsFactory.wfqFlowsGaugeVec = prometheus.NewGaugeVec( - prometheus.GaugeOpts{ - Name: metrics.WFQFlowsMetricName, - Help: "A gauge that tracks the number of flows in the WFQScheduler", - }, - MetricLabelKeys, - ) - wsFactory.wfqRequestsGaugeVec = prometheus.NewGaugeVec( - prometheus.GaugeOpts{ - Name: metrics.WFQRequestsMetricName, - Help: "A gauge that tracks the number of queued requests in the WFQScheduler", - }, - MetricLabelKeys, - ) wsFactory.incomingTokensCounterVec = prometheus.NewCounterVec( prometheus.CounterOpts{ Name: metrics.IncomingTokensMetricName, @@ -138,7 +125,7 @@ func newFactory( wsFactory.workloadPreemptedTokensSummaryVec = prometheus.NewSummaryVec(prometheus.SummaryOpts{ Name: metrics.WorkloadPreemptedTokensMetricName, - Help: "Number of tokens a request was preempted by", + Help: "Number of tokens a request was preempted, measured end-to-end in the scheduler across all workloads.", }, []string{ metrics.PolicyNameLabel, metrics.PolicyHashLabel, @@ -148,7 +135,7 @@ func newFactory( wsFactory.workloadDelayedTokensSummaryVec = prometheus.NewSummaryVec(prometheus.SummaryOpts{ Name: metrics.WorkloadDelayedTokensMetricName, - Help: "Number of tokens a request was delayed by", + Help: "Number of tokens a request was delayed by, measured end-to-end in the scheduler across all workloads.", }, []string{ metrics.PolicyNameLabel, metrics.PolicyHashLabel, @@ -158,7 +145,37 @@ func newFactory( wsFactory.workloadOnTimeCounterVec = prometheus.NewCounterVec(prometheus.CounterOpts{ Name: metrics.WorkloadOnTimeMetricName, - Help: "Counter of workload requests that were on time", + Help: "Counter of workload requests that were on time, measured end-to-end in the scheduler across all workloads.", + }, []string{ + metrics.PolicyNameLabel, + metrics.PolicyHashLabel, + metrics.ComponentIDLabel, + metrics.WorkloadIndexLabel, + }) + + wsFactory.fairnessPreemptedTokensSummaryVec = prometheus.NewSummaryVec(prometheus.SummaryOpts{ + Name: metrics.FairnessPreemptedTokensMetricName, + Help: "Number of tokens a request was preempted, measured at fairness queues within the same workload.", + }, []string{ + metrics.PolicyNameLabel, + metrics.PolicyHashLabel, + metrics.ComponentIDLabel, + metrics.WorkloadIndexLabel, + }) + + wsFactory.fairnessDelayedTokensSummaryVec = prometheus.NewSummaryVec(prometheus.SummaryOpts{ + Name: metrics.FairnessDelayedTokensMetricName, + Help: "Number of tokens a request was delayed by, measured at fairness queues within the same workload.", + }, []string{ + metrics.PolicyNameLabel, + metrics.PolicyHashLabel, + metrics.ComponentIDLabel, + metrics.WorkloadIndexLabel, + }) + + wsFactory.fairnessOnTimeCounterVec = prometheus.NewCounterVec(prometheus.CounterOpts{ + Name: metrics.FairnessOnTimeMetricName, + Help: "Counter of workload requests that were on time, measured at fairness queues within the same workload.", }, []string{ metrics.PolicyNameLabel, metrics.PolicyHashLabel, @@ -170,15 +187,7 @@ func newFactory( OnStart: func(_ context.Context) error { var merr error - err := prometheusRegistry.Register(wsFactory.wfqFlowsGaugeVec) - if err != nil { - merr = multierr.Append(merr, err) - } - err = prometheusRegistry.Register(wsFactory.wfqRequestsGaugeVec) - if err != nil { - merr = multierr.Append(merr, err) - } - err = prometheusRegistry.Register(wsFactory.incomingTokensCounterVec) + err := prometheusRegistry.Register(wsFactory.incomingTokensCounterVec) if err != nil { merr = multierr.Append(merr, err) } @@ -214,20 +223,24 @@ func newFactory( if err != nil { merr = multierr.Append(merr, err) } + err = prometheusRegistry.Register(wsFactory.fairnessPreemptedTokensSummaryVec) + if err != nil { + merr = multierr.Append(merr, err) + } + err = prometheusRegistry.Register(wsFactory.fairnessDelayedTokensSummaryVec) + if err != nil { + merr = multierr.Append(merr, err) + } + err = prometheusRegistry.Register(wsFactory.fairnessOnTimeCounterVec) + if err != nil { + merr = multierr.Append(merr, err) + } return merr }, OnStop: func(_ context.Context) error { var merr error - if !prometheusRegistry.Unregister(wsFactory.wfqFlowsGaugeVec) { - err := fmt.Errorf("failed to unregister wfq_flows metric") - merr = multierr.Append(merr, err) - } - if !prometheusRegistry.Unregister(wsFactory.wfqRequestsGaugeVec) { - err := fmt.Errorf("failed to unregister wfq_requests metric") - merr = multierr.Append(merr, err) - } if !prometheusRegistry.Unregister(wsFactory.incomingTokensCounterVec) { err := fmt.Errorf("failed to unregister incoming_tokens_total metric") merr = multierr.Append(merr, err) @@ -264,6 +277,18 @@ func newFactory( err := fmt.Errorf("failed to unregister workload_on_time_total metric") merr = multierr.Append(merr, err) } + if !prometheusRegistry.Unregister(wsFactory.fairnessPreemptedTokensSummaryVec) { + err := fmt.Errorf("failed to unregister fairness_preempted_tokens metric") + merr = multierr.Append(merr, err) + } + if !prometheusRegistry.Unregister(wsFactory.fairnessDelayedTokensSummaryVec) { + err := fmt.Errorf("failed to unregister fairness_delayed_tokens metric") + merr = multierr.Append(merr, err) + } + if !prometheusRegistry.Unregister(wsFactory.fairnessOnTimeCounterVec) { + err := fmt.Errorf("failed to unregister fairness_on_time_total metric") + merr = multierr.Append(merr, err) + } return merr }, @@ -303,16 +328,6 @@ type SchedulerMetrics struct { // NewSchedulerMetrics creates a new SchedulerMetrics instance. func (wsFactory *Factory) NewSchedulerMetrics(metricLabels prometheus.Labels) (*SchedulerMetrics, error) { - wfqFlowsGauge, err := wsFactory.wfqFlowsGaugeVec.GetMetricWith(metricLabels) - if err != nil { - return nil, fmt.Errorf("%w: failed to get wfq flows gauge", err) - } - - wfqRequestsGauge, err := wsFactory.wfqRequestsGaugeVec.GetMetricWith(metricLabels) - if err != nil { - return nil, fmt.Errorf("%w: failed to get wfq requests gauge", err) - } - incomingTokensCounter, err := wsFactory.incomingTokensCounterVec.GetMetricWith(metricLabels) if err != nil { return nil, err @@ -329,8 +344,6 @@ func (wsFactory *Factory) NewSchedulerMetrics(metricLabels prometheus.Labels) (* } wfqMetrics := &scheduler.WFQMetrics{ - FlowsGauge: wfqFlowsGauge, - HeapRequestsGauge: wfqRequestsGauge, IncomingTokensCounter: incomingTokensCounter, AcceptedTokensCounter: acceptedTokensCounter, RejectedTokensCounter: rejectedTokensCounter, @@ -338,6 +351,9 @@ func (wsFactory *Factory) NewSchedulerMetrics(metricLabels prometheus.Labels) (* WorkloadPreemptedTokensSummary: wsFactory.workloadPreemptedTokensSummaryVec, WorkloadDelayedTokensSummary: wsFactory.workloadDelayedTokensSummaryVec, WorkloadOnTimeCounter: wsFactory.workloadOnTimeCounterVec, + FairnessPreemptedTokensSummary: wsFactory.fairnessPreemptedTokensSummaryVec, + FairnessDelayedTokensSummary: wsFactory.fairnessDelayedTokensSummaryVec, + FairnessOnTimeCounter: wsFactory.fairnessOnTimeCounterVec, } return &SchedulerMetrics{ @@ -351,16 +367,7 @@ func (wsFactory *Factory) NewSchedulerMetrics(metricLabels prometheus.Labels) (* func (sm *SchedulerMetrics) Delete() error { var merr error - // Remove metrics from metric vectors - deleted := sm.wsFactory.wfqFlowsGaugeVec.Delete(sm.metricLabels) - if !deleted { - merr = multierr.Append(merr, errors.New("failed to delete wfq_flows gauge from its metric vector")) - } - deleted = sm.wsFactory.wfqRequestsGaugeVec.Delete(sm.metricLabels) - if !deleted { - merr = multierr.Append(merr, errors.New("failed to delete wfq_requests gauge from its metric vector")) - } - deleted = sm.wsFactory.incomingTokensCounterVec.Delete(sm.metricLabels) + deleted := sm.wsFactory.incomingTokensCounterVec.Delete(sm.metricLabels) if !deleted { merr = multierr.Append(merr, errors.New("failed to delete incoming_tokens_total counter from its metric vector")) } @@ -396,6 +403,18 @@ func (sm *SchedulerMetrics) Delete() error { if deletedCount == 0 { log.Warn().Msg("Could not delete workload_on_time_total counter from its metric vector.") } + deletedCount = sm.wsFactory.fairnessPreemptedTokensSummaryVec.DeletePartialMatch(sm.metricLabels) + if deletedCount == 0 { + log.Warn().Msg("Could not delete fairness_preempted_tokens summary from its metric vector.") + } + deletedCount = sm.wsFactory.fairnessDelayedTokensSummaryVec.DeletePartialMatch(sm.metricLabels) + if deletedCount == 0 { + log.Warn().Msg("Could not delete fairness_delayed_tokens summary from its metric vector.") + } + deletedCount = sm.wsFactory.fairnessOnTimeCounterVec.DeletePartialMatch(sm.metricLabels) + if deletedCount == 0 { + log.Warn().Msg("Could not delete fairness_on_time_total counter from its metric vector.") + } return merr } @@ -450,6 +469,18 @@ func (wsFactory *Factory) NewScheduler( if err != nil { return fmt.Errorf("%w: failed to get workload_on_time_total counter", err) } + _, err = schedulerMetrics.wsFactory.fairnessPreemptedTokensSummaryVec.GetMetricWith(workloadLabels) + if err != nil { + return fmt.Errorf("%w: failed to get fairness_preempted_tokens summary", err) + } + _, err = schedulerMetrics.wsFactory.fairnessDelayedTokensSummaryVec.GetMetricWith(workloadLabels) + if err != nil { + return fmt.Errorf("%w: failed to get fairness_delayed_tokens summary", err) + } + _, err = schedulerMetrics.wsFactory.fairnessOnTimeCounterVec.GetMetricWith(workloadLabels) + if err != nil { + return fmt.Errorf("%w: failed to get fairness_on_time_total counter", err) + } return nil } @@ -615,7 +646,14 @@ func (s *Scheduler) Decide(ctx context.Context, labels labels.Labels) (*flowcont reqCtx = timeoutCtx } - req := scheduler.NewRequest(matchedWorkloadLabel, tokens, invPriority) + var fairnessLabel string + if s.proto.FairnessLabelKey != "" { + if val, ok := labels.Get(s.proto.FairnessLabelKey); ok { + fairnessLabel = val + } + } + + req := scheduler.NewRequest(matchedWorkloadLabel, fairnessLabel, tokens, invPriority) accepted, remaining, current, reqID := s.scheduler.Schedule(reqCtx, req) diff --git a/pkg/scheduler/request.go b/pkg/scheduler/request.go index 6d640355c5..3b9f06dfda 100644 --- a/pkg/scheduler/request.go +++ b/pkg/scheduler/request.go @@ -2,14 +2,16 @@ package scheduler // Request is metadata for request in a flow that is to be allowed or dropped based on controlled delay and queue limits. type Request struct { + WorkloadLabel string // for identifying workload FairnessLabel string // for enforcing fairness Tokens float64 // tokens (e.g. expected latency or complexity) for this request InvPriority float64 // larger values represent higher priority } // NewRequest calculates the inverse priority and returns a new Request. -func NewRequest(fairnessLabel string, tokens float64, invPriority float64) *Request { +func NewRequest(workloadLabel, fairnessLabel string, tokens float64, invPriority float64) *Request { return &Request{ + WorkloadLabel: workloadLabel, FairnessLabel: fairnessLabel, Tokens: tokens, InvPriority: invPriority, diff --git a/pkg/scheduler/scheduler.go b/pkg/scheduler/scheduler.go index 75d5dad17a..81c12b4428 100644 --- a/pkg/scheduler/scheduler.go +++ b/pkg/scheduler/scheduler.go @@ -12,6 +12,8 @@ type Scheduler interface { Schedule(ctx context.Context, request *Request) (accept bool, remaining float64, current float64, reqID string) // Info returns the last access time and number of requests that are currently in the queue. Info() (time.Time, int) + // Identifiers returns flowID and workloadID for the given request + Identifiers(workloadLabel, fairnessLabel string, priority float64, generation uint64) (string, string) } // TokenManager : Interface for token managers. diff --git a/pkg/scheduler/wfq.go b/pkg/scheduler/wfq.go index 0d198379b3..10dfbfdd60 100644 --- a/pkg/scheduler/wfq.go +++ b/pkg/scheduler/wfq.go @@ -5,10 +5,11 @@ import ( "container/list" "context" "fmt" - "strconv" + "math/rand" "sync" "time" + "github.com/cespare/xxhash" "github.com/fluxninja/aperture/v2/pkg/log" "github.com/fluxninja/aperture/v2/pkg/metrics" @@ -19,20 +20,30 @@ import ( // Internal structure for tracking the request in the scheduler queue. type queuedRequest struct { - fInfo *flowInfo - ready chan struct{} // Ready signal -- true = schedule, false = cancel/timeout - flowID string // Flow ID - vft float64 // Virtual finish time - cost float64 // Cost of the request (invPriority * tokens) - onHeap bool // Whether the request is on the heap or not - tokensInQueue float64 // tokens in queue when request was added to queue - tokensAllowed float64 // tokens allowed counter when request was added to queue + fInfo *flowInfo + request *Request + workloadState *WorkloadState + ready chan struct{} // Ready signal -- true = schedule, false = cancel/timeout + flowID string // Flow ID + vft float64 // Virtual finish time + cost float64 // Cost of the request (invPriority * tokens) + onHeap bool // Whether the request is on the heap or not + workloadPreemptionCounters preemptionCounters + fairnessPreemptionCounters preemptionCounters +} + +type preemptionCounters struct { + tokensInQueue float64 // tokens in queue when request was added to queue + tokensAllowed float64 // tokens allowed counter when request was added to queue } //////// // Memory pool for heapRequest(s). -var qRequestPool sync.Pool +var ( + qRequestPool sync.Pool + NumFairnessQueues = 1 << 8 +) func newHeapRequest() interface{} { qRequest := new(queuedRequest) @@ -40,8 +51,11 @@ func newHeapRequest() interface{} { return qRequest } -func getHeapRequest() *queuedRequest { - return qRequestPool.Get().(*queuedRequest) +func getHeapRequest(request *Request, workloadState *WorkloadState) *queuedRequest { + qRequest := qRequestPool.Get().(*queuedRequest) + qRequest.request = request + qRequest.workloadState = workloadState + return qRequest } func putHeapRequest(qRequest *queuedRequest) { @@ -92,6 +106,7 @@ func (h *requestHeap) Pop() interface{} { type flowInfo struct { queue *list.List + workloadID string vt float64 refCnt int requestOnHeap bool @@ -122,25 +137,34 @@ func init() { //////// +// WorkloadState holds the state of a workload. +type WorkloadState struct { + preemptionMetrics *PreemptionMetrics + numFairnessQueues int +} + // WFQScheduler : Weighted Fair Queue Scheduler. type WFQScheduler struct { - clk clockwork.Clock - lastAccessTime time.Time - manager TokenManager + clk clockwork.Clock + lastAccessTime time.Time + fairnessSeedUpdateTime time.Time + manager TokenManager // metrics metrics *WFQMetrics // preemption metrics - preemptionMetrics *preemptionMetrics + preemptionMetrics *PreemptionMetrics // metrics labels metricsLabels prometheus.Labels // flows - flows map[string]*flowInfo - requests requestHeap - vt float64 // virtual time + flows map[string]*flowInfo + workloads map[string]*WorkloadState // map from workloadID to WorkloadState + requests requestHeap + vt float64 // virtual time // generation helps close the queue in face of concurrent requests leaving the queue while new requests also arrive. - generation uint64 - lock sync.Mutex - queueOpen bool // This tracks overload state + generation uint64 + fairnessSeed uint32 + lock sync.Mutex + queueOpen bool // This tracks overload state } // NewWFQScheduler creates a new weighted fair queue scheduler. @@ -149,26 +173,28 @@ func NewWFQScheduler(clk clockwork.Clock, tokenManger TokenManager, metrics *WFQ sched.queueOpen = false sched.generation = 0 sched.clk = clk - sched.lastAccessTime = sched.clk.Now() + now := sched.clk.Now() + sched.lastAccessTime = now + sched.fairnessSeedUpdateTime = now + sched.fairnessSeed = 0 sched.vt = 0 sched.flows = make(map[string]*flowInfo) + sched.workloads = make(map[string]*WorkloadState) sched.manager = tokenManger sched.metricsLabels = metricsLabels - preemptionMetrics := &preemptionMetrics{metricsLabels: metricsLabels} - sched.preemptionMetrics = preemptionMetrics if metrics != nil { sched.metrics = metrics - preemptionMetrics.workloadPreemptedTokensSummary = metrics.WorkloadPreemptedTokensSummary - preemptionMetrics.workloadDelayedTokensSummary = metrics.WorkloadDelayedTokensSummary - preemptionMetrics.workloadOnTimeCounter = metrics.WorkloadOnTimeCounter + sched.preemptionMetrics = NewPreemptionMetrics(metricsLabels, metrics.WorkloadPreemptedTokensSummary, metrics.WorkloadDelayedTokensSummary, metrics.WorkloadOnTimeCounter) + } else { + sched.preemptionMetrics = NewPreemptionMetrics(metricsLabels, nil, nil, nil) } return sched } func (sched *WFQScheduler) updateRequestInQueueMetrics(accepted bool, request *Request, startTime time.Time) { - metricsLabels := appendWorkloadLabel(sched.metricsLabels, request.FairnessLabel) + metricsLabels := appendWorkloadLabel(sched.metricsLabels, request.WorkloadLabel) requestInQueueMetricsObserver, err := sched.metrics.RequestInQueueDurationSummary.GetMetricWith(metricsLabels) if err == nil { requestInQueueMetricsObserver.Observe(float64(time.Since(startTime).Nanoseconds() / 1e6)) @@ -238,15 +264,38 @@ func (sched *WFQScheduler) Schedule(ctx context.Context, request *Request) (bool // Update count for tokens in the queue here return sched.updateMetricsAndReturn(accepted, remaining, current, request, startTime, reqID) case <-ctx.Done(): - sched.cancelRequest(request, qRequest) + sched.cancelRequest(qRequest) // Update count for tokens in the queue here return sched.updateMetricsAndReturn(false, 0, 0, request, startTime, "") } } -// Construct FlowID by appending RequestLabel and Priority. -func (sched *WFQScheduler) flowID(fairnessLabel string, priority float64, generation uint64) string { - return fmt.Sprintf("%s_%s_%d", fairnessLabel, strconv.FormatFloat(priority, 'f', -1, 64), generation) +// Identifiers computes fairnessQueueID by hashing fairnessLabel and doing a bit-wise AND with number of fairness queues. Constructs workloadID by appending workloadLabel, Priority and Generation. Constructs flowID by appending workloadID and fairnessQueueID. +func (sched *WFQScheduler) Identifiers(workloadLabel, fairnessLabel string, priority float64, generation uint64) (string, string) { + // workloadID is the workloadLabel + priority + generation + workloadID := fmt.Sprintf("%s-%f-%d", workloadLabel, priority, generation) + + var flowID string + if fairnessLabel != "" { + if sched.lastAccessTime.Sub(sched.fairnessSeedUpdateTime) > 300*time.Second { + // randomize fairnessSeed every 5 minutes + //nolint:gosec // G404: Use of math/rand is acceptable here due to non-security context + sched.fairnessSeed = rand.Uint32() + sched.fairnessSeedUpdateTime = sched.lastAccessTime + } + // Compute the hash using xxHash + hash := xxhash.Sum64String(fairnessLabel + fmt.Sprintf("%d", sched.fairnessSeed)) + + // Assuming NumFairnessQueues is a power of 2, use bitwise AND for modulo + fairnessQueueID := hash & uint64(NumFairnessQueues-1) + // flowID is the workloadID + fairnessQueueID + flowID = fmt.Sprintf("%s-%d", workloadID, fairnessQueueID) + } else { + // flowID is the workloadID + flowID = workloadID + } + + return flowID, workloadID } // Attempt to queue this request. @@ -271,29 +320,40 @@ func (sched *WFQScheduler) queueRequest(ctx context.Context, request *Request) ( // Proceed to queueing - qRequest = getHeapRequest() - - sched.preemptionMetrics.onQueueEntry(request, qRequest) + flowID, workloadID := sched.Identifiers(request.WorkloadLabel, request.FairnessLabel, request.InvPriority, sched.generation) - flowID := sched.flowID(request.FairnessLabel, request.InvPriority, sched.generation) - - qRequest.flowID = flowID - - cost := float64(request.Tokens) * request.InvPriority + workloadState, workloadStateFound := sched.workloads[workloadID] + if !workloadStateFound { + workloadState = &WorkloadState{ + preemptionMetrics: NewPreemptionMetrics(sched.metricsLabels, sched.metrics.FairnessPreemptedTokensSummary, sched.metrics.FairnessDelayedTokensSummary, sched.metrics.FairnessOnTimeCounter), + numFairnessQueues: 0, + } + sched.workloads[workloadID] = workloadState + } // Get FlowInfo fInfo, ok := sched.flows[flowID] if !ok { fInfo = getFlowInfo() - sched.setFlowsGauge(float64(len(sched.flows))) + fInfo.workloadID = workloadID fInfo.vt = sched.vt sched.flows[flowID] = fInfo + workloadState.numFairnessQueues++ } - // Increment reference counter - fInfo.refCnt++ + qRequest = getHeapRequest(request, workloadState) + + qRequest.flowID = flowID // Store flowInfo pointer in the request qRequest.fInfo = fInfo + // Increment reference counter + fInfo.refCnt++ + + sched.preemptionMetrics.onQueueEntry(&qRequest.workloadPreemptionCounters, request) + + fairnessAdjustment := workloadState.numFairnessQueues + + cost := float64(request.Tokens) * request.InvPriority * float64(fairnessAdjustment) // Store the cost of the request qRequest.cost = cost @@ -303,11 +363,11 @@ func (sched *WFQScheduler) queueRequest(ctx context.Context, request *Request) ( qRequest.vft = fInfo.vt + cost qRequest.onHeap = true heap.Push(&sched.requests, qRequest) - sched.setRequestsGauge(float64(sched.requests.Len())) fInfo.requestOnHeap = true } else { // push to flow queue fInfo.queue.PushBack(qRequest) + workloadState.preemptionMetrics.onQueueEntry(&qRequest.fairnessPreemptionCounters, request) } } else { // This is the only request in queue at this time, wake it up @@ -359,7 +419,7 @@ func (sched *WFQScheduler) scheduleRequest(ctx context.Context, request *Request defer sched.lock.Unlock() // Update metrics for preemption and delay - sched.preemptionMetrics.onQueueExit(request, qRequest, allowed) + sched.preemptionMetrics.onQueueExit(&qRequest.workloadPreemptionCounters, request, allowed) if allowed { // move the flow's VT forward @@ -383,11 +443,11 @@ func (sched *WFQScheduler) wakeNextRequest(fInfo *flowInfo) { if elm != nil { fInfo.queue.Remove(elm) nextReq := elm.Value.(*queuedRequest) + nextReq.workloadState.preemptionMetrics.onQueueExit(&nextReq.fairnessPreemptionCounters, nextReq.request, true) nextReq.vft = fInfo.vt + nextReq.cost heap.Push(&sched.requests, nextReq) nextReq.onHeap = true fInfo.requestOnHeap = true - sched.setRequestsGauge(float64(sched.requests.Len())) } } @@ -400,18 +460,17 @@ func (sched *WFQScheduler) wakeNextRequest(fInfo *flowInfo) { } // Pop from queue and wake next request qRequest := heap.Pop(&sched.requests).(*queuedRequest) - sched.setRequestsGauge(float64(sched.requests.Len())) qRequest.onHeap = false qRequest.fInfo.requestOnHeap = false // wake up this request qRequest.ready <- struct{}{} } -func (sched *WFQScheduler) cancelRequest(request *Request, qRequest *queuedRequest) { +func (sched *WFQScheduler) cancelRequest(qRequest *queuedRequest) { sched.lock.Lock() defer sched.lock.Unlock() - sched.preemptionMetrics.onQueueExit(request, qRequest, false) + sched.preemptionMetrics.onQueueExit(&qRequest.workloadPreemptionCounters, qRequest.request, false) select { case <-qRequest.ready: @@ -428,6 +487,7 @@ func (sched *WFQScheduler) cancelRequest(request *Request, qRequest *queuedReque if elm != nil { qRequest.fInfo.queue.Remove(elm) nextReq := elm.Value.(*queuedRequest) + nextReq.workloadState.preemptionMetrics.onQueueExit(&nextReq.fairnessPreemptionCounters, nextReq.request, true) nextReq.vft = qRequest.fInfo.vt + nextReq.cost sched.requests[i] = nextReq nextReq.onHeap = true @@ -454,6 +514,7 @@ func (sched *WFQScheduler) cancelRequest(request *Request, qRequest *queuedReque next = elm.Next() if request == qRequest { qRequest.fInfo.queue.Remove(elm) + qRequest.workloadState.preemptionMetrics.onQueueExit(&qRequest.fairnessPreemptionCounters, qRequest.request, false) break } } @@ -474,23 +535,17 @@ func (sched *WFQScheduler) cleanup(qRequest *queuedRequest) { delete(sched.flows, qRequest.flowID) // send flowInfo back to the Pool putFlowInfo(qRequest.fInfo) - sched.setFlowsGauge(float64(len(sched.flows))) + workloadState, ok := sched.workloads[qRequest.fInfo.workloadID] + if ok { + workloadState.numFairnessQueues-- + if workloadState.numFairnessQueues == 0 { + delete(sched.workloads, qRequest.fInfo.workloadID) + } + } } putHeapRequest(qRequest) } -func (sched *WFQScheduler) setFlowsGauge(v float64) { - if sched.metrics != nil && sched.metrics.FlowsGauge != nil { - sched.metrics.FlowsGauge.Set(v) - } -} - -func (sched *WFQScheduler) setRequestsGauge(v float64) { - if sched.metrics != nil && sched.metrics.HeapRequestsGauge != nil { - sched.metrics.HeapRequestsGauge.Set(v) - } -} - // Info returns the last access time and number of requests that are currently in the queue. func (sched *WFQScheduler) Info() (time.Time, int) { sched.lock.Lock() @@ -508,7 +563,8 @@ func (sched *WFQScheduler) GetPendingRequests() int { return len(sched.requests) } -type preemptionMetrics struct { +// PreemptionMetrics holds metrics related to preemption and delay for a queuing system. +type PreemptionMetrics struct { workloadPreemptedTokensSummary *prometheus.SummaryVec workloadDelayedTokensSummary *prometheus.SummaryVec workloadOnTimeCounter *prometheus.CounterVec @@ -517,17 +573,32 @@ type preemptionMetrics struct { tokensAllowed float64 } +// NewPreemptionMetrics creates a new PreemptionMetrics object. +func NewPreemptionMetrics( + metricsLabels prometheus.Labels, + workloadPreemptedTokensSummary *prometheus.SummaryVec, + workloadDelayedTokensSummary *prometheus.SummaryVec, + workloadOnTimeCounter *prometheus.CounterVec, +) *PreemptionMetrics { + return &PreemptionMetrics{ + metricsLabels: metricsLabels, + workloadPreemptedTokensSummary: workloadPreemptedTokensSummary, + workloadDelayedTokensSummary: workloadDelayedTokensSummary, + workloadOnTimeCounter: workloadOnTimeCounter, + } +} + // Maintain token counters used for calculating preemption and delay metrics. // WARNING: Unsafe and should be called with scheduler lock. -func (pMetrics *preemptionMetrics) onQueueEntry(request *Request, qRequest *queuedRequest) { - qRequest.tokensInQueue = pMetrics.tokensInQueue - qRequest.tokensAllowed = pMetrics.tokensAllowed +func (pMetrics *PreemptionMetrics) onQueueEntry(pCounter *preemptionCounters, request *Request) { + pCounter.tokensInQueue = pMetrics.tokensInQueue + pCounter.tokensAllowed = pMetrics.tokensAllowed pMetrics.tokensInQueue += request.Tokens } // Update metrics for preemption and delay // WARNING: Unsafe and should be called with scheduler lock. -func (pMetrics *preemptionMetrics) onQueueExit(request *Request, qRequest *queuedRequest, allowed bool) { +func (pMetrics *PreemptionMetrics) onQueueExit(pCounter *preemptionCounters, request *Request, allowed bool) { initMetrics := func(labels prometheus.Labels) error { var err error _, err = pMetrics.workloadPreemptedTokensSummary.GetMetricWith(labels) @@ -549,7 +620,7 @@ func (pMetrics *preemptionMetrics) onQueueExit(request *Request, qRequest *queue if summary == nil { return } - metricsLabels := appendWorkloadLabel(pMetrics.metricsLabels, request.FairnessLabel) + metricsLabels := appendWorkloadLabel(pMetrics.metricsLabels, request.WorkloadLabel) err := initMetrics(metricsLabels) if err != nil { log.Error().Err(err).Msg("Failed to initialize metrics") @@ -566,7 +637,7 @@ func (pMetrics *preemptionMetrics) onQueueExit(request *Request, qRequest *queue if counterVec == nil { return } - metricsLabels := appendWorkloadLabel(pMetrics.metricsLabels, request.FairnessLabel) + metricsLabels := appendWorkloadLabel(pMetrics.metricsLabels, request.WorkloadLabel) err := initMetrics(metricsLabels) if err != nil { log.Error().Err(err).Msg("Failed to initialize metrics") @@ -580,8 +651,8 @@ func (pMetrics *preemptionMetrics) onQueueExit(request *Request, qRequest *queue if allowed { // Update metrics - realIncrement := pMetrics.tokensAllowed - qRequest.tokensAllowed - expectedIncrement := qRequest.tokensInQueue + realIncrement := pMetrics.tokensAllowed - pCounter.tokensAllowed + expectedIncrement := pCounter.tokensInQueue bump := expectedIncrement - realIncrement if bump == 0 && pMetrics.workloadOnTimeCounter != nil { publishCounter(pMetrics.workloadOnTimeCounter, 1) @@ -611,8 +682,6 @@ func appendWorkloadLabel(baseMetricsLabels prometheus.Labels, workloadLabel stri // WFQMetrics holds metrics related to internal workings of WFQScheduler. type WFQMetrics struct { - FlowsGauge prometheus.Gauge - HeapRequestsGauge prometheus.Gauge IncomingTokensCounter prometheus.Counter AcceptedTokensCounter prometheus.Counter RejectedTokensCounter prometheus.Counter @@ -620,4 +689,7 @@ type WFQMetrics struct { WorkloadPreemptedTokensSummary *prometheus.SummaryVec WorkloadDelayedTokensSummary *prometheus.SummaryVec WorkloadOnTimeCounter *prometheus.CounterVec + FairnessPreemptedTokensSummary *prometheus.SummaryVec + FairnessDelayedTokensSummary *prometheus.SummaryVec + FairnessOnTimeCounter *prometheus.CounterVec } diff --git a/pkg/scheduler/wfq_test.go b/pkg/scheduler/wfq_test.go index f4175b55a8..43b997fa88 100644 --- a/pkg/scheduler/wfq_test.go +++ b/pkg/scheduler/wfq_test.go @@ -26,8 +26,6 @@ const ( var ( prometheusRegistry *prometheus.Registry - wfqFlowsGauge prometheus.Gauge - wfqHeapRequestsGauge prometheus.Gauge wfqAcceptedTokensCounter prometheus.Counter wfqRejectedTokensCounter prometheus.Counter wfqIncomingTokensCounter prometheus.Counter @@ -48,19 +46,6 @@ func getMetrics() (prometheus.Gauge, *TokenBucketMetrics) { prometheusRegistry = prometheus.NewRegistry() constLabels := labels - - wfqFlowsGauge = prometheus.NewGauge(prometheus.GaugeOpts{ - Name: metrics.WFQFlowsMetricName, - Help: "A gauge that tracks the number of flows in the WFQScheduler", - ConstLabels: constLabels, - }) - _ = prometheusRegistry.Register(wfqFlowsGauge) - wfqHeapRequestsGauge = prometheus.NewGauge(prometheus.GaugeOpts{ - Name: metrics.WFQRequestsMetricName, - Help: "A gauge that tracks the number of queued requests in the WFQScheduler", - ConstLabels: constLabels, - }) - _ = prometheusRegistry.Register(wfqHeapRequestsGauge) wfqIncomingTokensCounter = prometheus.NewCounter(prometheus.CounterOpts{ Name: metrics.IncomingTokensMetricName, Help: "A counter measuring work incoming into Scheduler", @@ -120,9 +105,10 @@ func getMetrics() (prometheus.Gauge, *TokenBucketMetrics) { } type flowTracker struct { - fairnessLabel string // what label it needs + workloadLabel string // workload label + fairnessLabel string // fairness label tokens float64 // how many tokens it needs - priority float64 + invPriority float64 timeout time.Duration requestRate uint64 // counters @@ -141,9 +127,9 @@ func (flow *flowTracker) String() string { "| AcceptedRequests: %d "+ "| PercentageSuccess: %0.2f "+ ">", - flow.fairnessLabel, + flow.workloadLabel, flow.tokens, - flow.priority, + flow.invPriority, flow.timeout, flow.requestRate, flow.totalRequests, @@ -216,7 +202,7 @@ func runRequest(sched Scheduler, wg *sync.WaitGroup, flow *flowTracker) { } func (flow *flowTracker) makeRequest() *Request { - return NewRequest(flow.fairnessLabel, flow.tokens, flow.priority) + return NewRequest(flow.workloadLabel, flow.fairnessLabel, flow.tokens, flow.invPriority) } // Wait for some time @@ -231,11 +217,7 @@ func Time(duration string) { // ------------------------- Benchmark Testing ------------------------- func BenchmarkBasicTokenBucket(b *testing.B) { flows := flowTrackers{ - {fairnessLabel: "workload1", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload2", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload3", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload4", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload5", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, + {workloadLabel: "workload1", tokens: 1, invPriority: 1, timeout: 5 * time.Millisecond}, } c := clockwork.NewRealClock() _, metrics := getMetrics() @@ -243,8 +225,6 @@ func BenchmarkBasicTokenBucket(b *testing.B) { manager := NewBasicTokenBucket(c, 0, metrics) schedMetrics := &WFQMetrics{ - FlowsGauge: wfqFlowsGauge, - HeapRequestsGauge: wfqHeapRequestsGauge, IncomingTokensCounter: wfqIncomingTokensCounter, AcceptedTokensCounter: wfqAcceptedTokensCounter, RejectedTokensCounter: wfqRejectedTokensCounter, @@ -256,10 +236,9 @@ func BenchmarkBasicTokenBucket(b *testing.B) { b.ResetTimer() b.RunParallel(func(pb *testing.PB) { - i := 0 for pb.Next() { - ctx, cancel := context.WithTimeout(context.Background(), flows[i%len(flows)].timeout) - _, _, _, _ = sched.Schedule(ctx, flows[i%len(flows)].makeRequest()) + ctx, cancel := context.WithTimeout(context.Background(), flows[0].timeout) + _, _, _, _ = sched.Schedule(ctx, flows[0].makeRequest()) cancel() } }) @@ -267,11 +246,11 @@ func BenchmarkBasicTokenBucket(b *testing.B) { func BenchmarkTokenBucketLoadMultiplier(b *testing.B) { flows := flowTrackers{ - {fairnessLabel: "workload1", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload2", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload3", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload4", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, - {fairnessLabel: "workload5", tokens: 1, priority: 1, timeout: 5 * time.Millisecond}, + {workloadLabel: "workload1", tokens: 1, invPriority: 1, timeout: 5 * time.Millisecond}, + {workloadLabel: "workload2", tokens: 1, invPriority: 1, timeout: 5 * time.Millisecond}, + {workloadLabel: "workload3", tokens: 1, invPriority: 1, timeout: 5 * time.Millisecond}, + {workloadLabel: "workload4", tokens: 1, invPriority: 1, timeout: 5 * time.Millisecond}, + {workloadLabel: "workload5", tokens: 1, invPriority: 1, timeout: 5 * time.Millisecond}, } c := clockwork.NewRealClock() startTime := c.Now() @@ -284,8 +263,6 @@ func BenchmarkTokenBucketLoadMultiplier(b *testing.B) { }) schedMetrics := &WFQMetrics{ - FlowsGauge: wfqFlowsGauge, - HeapRequestsGauge: wfqHeapRequestsGauge, IncomingTokensCounter: wfqIncomingTokensCounter, AcceptedTokensCounter: wfqAcceptedTokensCounter, RejectedTokensCounter: wfqRejectedTokensCounter, @@ -338,8 +315,6 @@ func baseOfBasicBucketTest(t *testing.T, flows flowTrackers, fillRate float64, n _, tbMetrics := getMetrics() basicBucket := NewBasicTokenBucket(c, fillRate, tbMetrics) metrics := &WFQMetrics{ - FlowsGauge: wfqFlowsGauge, - HeapRequestsGauge: wfqHeapRequestsGauge, IncomingTokensCounter: wfqIncomingTokensCounter, AcceptedTokensCounter: wfqAcceptedTokensCounter, RejectedTokensCounter: wfqRejectedTokensCounter, @@ -353,25 +328,35 @@ func baseOfBasicBucketTest(t *testing.T, flows flowTrackers, fillRate float64, n flowRunTime := time.Second * 10 + fairnessQueuesPerWorkload := make(map[string]int) + for _, flow := range flows { + _, workloadID := sched.Identifiers(flow.workloadLabel, flow.fairnessLabel, flow.invPriority, 0) + if _, ok := fairnessQueuesPerWorkload[workloadID]; !ok { + fairnessQueuesPerWorkload[workloadID] = 0 + } + fairnessQueuesPerWorkload[workloadID] += 1 + } sumPriority := float64(0) adjustedPriority := make([]float64, len(flows)) for i, flow := range flows { - adjustedPriority[i] = 1 / flow.priority + _, workloadID := sched.Identifiers(flow.workloadLabel, flow.fairnessLabel, flow.invPriority, 0) + numQueues := fairnessQueuesPerWorkload[workloadID] + adjustedPriority[i] = 1 / (flow.invPriority * float64(numQueues)) sumPriority += float64(adjustedPriority[i]) } // Estimate the tokens -- It's a rough approach but seems to work so far for variety of loads and priorities - totalEstimatedtokens := uint64(0) - estimatedTokens := make([]uint64, len(flows)) + totalEstimatedtokens := float64(0) + estimatedTokens := make([]float64, len(flows)) for i := range flows { - estimatedTokens[i] = uint64(fillRate*float64(adjustedPriority[i])/sumPriority) * uint64(flowRunTime.Seconds()) + estimatedTokens[i] = fillRate * adjustedPriority[i] / sumPriority * float64(flowRunTime.Seconds()) totalEstimatedtokens += estimatedTokens[i] } t.Logf("Flows: %v", flows) t.Logf("Adjusted Prios: %v\n", adjustedPriority) t.Logf("Estimated minimum tokens per flow before run are: %v\n", estimatedTokens) - t.Logf("Total estimated allocated tokens: %d\n", totalEstimatedtokens) + t.Logf("Total estimated allocated tokens: %f\n", totalEstimatedtokens) for i := 0; i < noOfRuns; i++ { runFlows(sched, &wg, flows, flowRunTime, c) @@ -396,7 +381,7 @@ func baseOfBasicBucketTest(t *testing.T, flows flowTrackers, fillRate float64, n if (ratio < 1) && math.Abs(1-ratio) > _testTolerance { ratio := float64(acceptedTokens[i]) / float64(estimatedTokens[i]) if (ratio < 1) && math.Abs(1-ratio) > _testTolerance { - t.Logf("Test failed because of more than %f percent unfairness %f: acceptedTokens: %0.2f, allocatedTokens: %d\n", _testTolerance*100, math.Abs(1-ratio), acceptedTokens[i], estimatedTokens[i]) + t.Logf("Test failed because of more than %f percent unfairness %f: acceptedTokens: %0.2f, allocatedTokens: %f\n", _testTolerance*100, math.Abs(1-ratio), acceptedTokens[i], estimatedTokens[i]) t.Fail() } } @@ -436,10 +421,10 @@ func baseOfBasicBucketTest(t *testing.T, flows flowTrackers, fillRate float64, n func TestHighRpsFlows(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 5, priority: 1, requestRate: 100}, - {fairnessLabel: "workload1", tokens: 5, priority: 1, requestRate: 100}, - {fairnessLabel: "workload2", tokens: 5, priority: 1, requestRate: 100}, - {fairnessLabel: "workload3", tokens: 5, priority: 50, requestRate: 100}, + {workloadLabel: "workload0", tokens: 5, invPriority: 1, requestRate: 100}, + {workloadLabel: "workload1", tokens: 5, invPriority: 1, requestRate: 100}, + {workloadLabel: "workload2", tokens: 5, invPriority: 1, requestRate: 100}, + {workloadLabel: "workload3", tokens: 5, invPriority: 50, requestRate: 100}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -449,10 +434,10 @@ func TestHighRpsFlows(t *testing.T) { func TestLowRpsFlows(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 20, priority: 2, requestRate: 50}, - {fairnessLabel: "workload1", tokens: 20, priority: 3, requestRate: 50}, - {fairnessLabel: "workload2", tokens: 20, priority: 3, requestRate: 50}, - {fairnessLabel: "workload3", tokens: 20, priority: 2, requestRate: 50}, + {workloadLabel: "workload0", tokens: 20, invPriority: 2, requestRate: 50}, + {workloadLabel: "workload1", tokens: 20, invPriority: 3, requestRate: 50}, + {workloadLabel: "workload2", tokens: 20, invPriority: 3, requestRate: 50}, + {workloadLabel: "workload3", tokens: 20, invPriority: 2, requestRate: 50}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -462,10 +447,10 @@ func TestLowRpsFlows(t *testing.T) { func TestMixRpsFlows(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 10, priority: 5, requestRate: 100}, - {fairnessLabel: "workload1", tokens: 15, priority: 4, requestRate: 200}, - {fairnessLabel: "workload2", tokens: 15, priority: 3, requestRate: 80}, - {fairnessLabel: "workload3", tokens: 10, priority: 2, requestRate: 120}, + {workloadLabel: "workload0", tokens: 10, invPriority: 5, requestRate: 100}, + {workloadLabel: "workload1", tokens: 15, invPriority: 4, requestRate: 200}, + {workloadLabel: "workload2", tokens: 15, invPriority: 3, requestRate: 80}, + {workloadLabel: "workload3", tokens: 10, invPriority: 2, requestRate: 120}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -475,10 +460,10 @@ func TestMixRpsFlows(t *testing.T) { func TestSingleHighRequest(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 15, priority: 20, requestRate: 200}, - {fairnessLabel: "workload1", tokens: 5, priority: 1, requestRate: 50}, - {fairnessLabel: "workload2", tokens: 5, priority: 1, requestRate: 50}, - {fairnessLabel: "workload3", tokens: 5, priority: 1, requestRate: 50}, + {workloadLabel: "workload0", tokens: 15, invPriority: 20, requestRate: 200}, + {workloadLabel: "workload1", tokens: 5, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload2", tokens: 5, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload3", tokens: 5, invPriority: 1, requestRate: 50}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -488,10 +473,10 @@ func TestSingleHighRequest(t *testing.T) { func TestSingleLowRequest(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 1, priority: 50, requestRate: 20}, - {fairnessLabel: "workload1", tokens: 8, priority: 75, requestRate: 100}, - {fairnessLabel: "workload2", tokens: 8, priority: 100, requestRate: 100}, - {fairnessLabel: "workload3", tokens: 8, priority: 125, requestRate: 100}, + {workloadLabel: "workload0", tokens: 1, invPriority: 50, requestRate: 20}, + {workloadLabel: "workload1", tokens: 8, invPriority: 75, requestRate: 100}, + {workloadLabel: "workload2", tokens: 8, invPriority: 100, requestRate: 100}, + {workloadLabel: "workload3", tokens: 8, invPriority: 125, requestRate: 100}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -501,10 +486,10 @@ func TestSingleLowRequest(t *testing.T) { func TestSingleLowRequestLowTimeout(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 1, priority: 1, requestRate: 1, timeout: time.Millisecond}, - {fairnessLabel: "workload1", tokens: 8, priority: 75, requestRate: 100, timeout: 50 * time.Millisecond}, - {fairnessLabel: "workload2", tokens: 8, priority: 100, requestRate: 100, timeout: 50 * time.Millisecond}, - {fairnessLabel: "workload3", tokens: 8, priority: 125, requestRate: 100, timeout: 50 * time.Millisecond}, + {workloadLabel: "workload0", tokens: 1, invPriority: 1, requestRate: 1, timeout: time.Millisecond}, + {workloadLabel: "workload1", tokens: 8, invPriority: 75, requestRate: 100, timeout: 50 * time.Millisecond}, + {workloadLabel: "workload2", tokens: 8, invPriority: 100, requestRate: 100, timeout: 50 * time.Millisecond}, + {workloadLabel: "workload3", tokens: 8, invPriority: 125, requestRate: 100, timeout: 50 * time.Millisecond}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -514,10 +499,10 @@ func TestSingleLowRequestLowTimeout(t *testing.T) { func TestIncreasingPriority(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 5, priority: 1, requestRate: 50}, - {fairnessLabel: "workload1", tokens: 5, priority: 50, requestRate: 50}, - {fairnessLabel: "workload2", tokens: 5, priority: 100, requestRate: 50}, - {fairnessLabel: "workload3", tokens: 5, priority: 150, requestRate: 50}, + {workloadLabel: "workload0", tokens: 5, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload1", tokens: 5, invPriority: 50, requestRate: 50}, + {workloadLabel: "workload2", tokens: 5, invPriority: 100, requestRate: 50}, + {workloadLabel: "workload3", tokens: 5, invPriority: 150, requestRate: 50}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -527,10 +512,10 @@ func TestIncreasingPriority(t *testing.T) { func Test0FillRate(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 0, priority: 1, requestRate: 50}, - {fairnessLabel: "workload1", tokens: 5, priority: 50, requestRate: 50}, - {fairnessLabel: "workload2", tokens: 5, priority: 100, requestRate: 50}, - {fairnessLabel: "workload3", tokens: 5, priority: 200, requestRate: 50}, + {workloadLabel: "workload0", tokens: 0, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload1", tokens: 5, invPriority: 50, requestRate: 50}, + {workloadLabel: "workload2", tokens: 5, invPriority: 100, requestRate: 50}, + {workloadLabel: "workload3", tokens: 5, invPriority: 200, requestRate: 50}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -540,10 +525,10 @@ func Test0FillRate(t *testing.T) { func TestFairnessWithinPriority(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 16, priority: 50, requestRate: 50}, - {fairnessLabel: "workload1", tokens: 16, priority: 50, requestRate: 50}, - {fairnessLabel: "workload2", tokens: 16, priority: 100, requestRate: 50}, - {fairnessLabel: "workload3", tokens: 16, priority: 100, requestRate: 50}, + {workloadLabel: "workload0", tokens: 16, invPriority: 50, requestRate: 50}, + {workloadLabel: "workload1", tokens: 16, invPriority: 50, requestRate: 50}, + {workloadLabel: "workload2", tokens: 16, invPriority: 100, requestRate: 50}, + {workloadLabel: "workload3", tokens: 16, invPriority: 100, requestRate: 50}, } for _, flow := range flows { flow.timeout = 50 * time.Millisecond @@ -561,9 +546,24 @@ func TestFairnessWithinPriority(t *testing.T) { } } +func TestFairness(t *testing.T) { + flows := flowTrackers{ + {workloadLabel: "workload0", fairnessLabel: "user1", tokens: 1, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload0", fairnessLabel: "user2", tokens: 1, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload0", fairnessLabel: "user3", tokens: 1, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload0", fairnessLabel: "user4", tokens: 1, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload0", fairnessLabel: "user5", tokens: 1, invPriority: 1, requestRate: 50}, + {workloadLabel: "workload1", fairnessLabel: "user1", tokens: 1, invPriority: 1, requestRate: 250}, + } + for _, flow := range flows { + flow.timeout = 50 * time.Millisecond + } + baseOfBasicBucketTest(t, flows, calculateFillRate(flows, 0.5), 1) +} + func TestTimeouts(t *testing.T) { flows := flowTrackers{ - {fairnessLabel: "workload0", tokens: 5, priority: 1, requestRate: 50, timeout: time.Millisecond * 5}, + {workloadLabel: "workload0", tokens: 5, invPriority: 1, requestRate: 50, timeout: time.Millisecond * 5}, } baseOfBasicBucketTest(t, flows, calculateFillRate(flows, 0.5), 1) } @@ -574,16 +574,14 @@ func TestLoadMultiplierBucket(t *testing.T) { lm := 0.7 flows := flowTrackers{ { - fairnessLabel: "workload0", + workloadLabel: "workload0", tokens: 5, - priority: 0, + invPriority: 0, requestRate: 500, timeout: 30 * time.Millisecond, }, } schedMetrics := &WFQMetrics{ - FlowsGauge: wfqFlowsGauge, - HeapRequestsGauge: wfqHeapRequestsGauge, IncomingTokensCounter: wfqIncomingTokensCounter, AcceptedTokensCounter: wfqAcceptedTokensCounter, RejectedTokensCounter: wfqRejectedTokensCounter, diff --git a/sdks/aperture-go/examples/manual/go.mod b/sdks/aperture-go/examples/manual/go.mod index b6b315f683..94cfda3d4b 100644 --- a/sdks/aperture-go/examples/manual/go.mod +++ b/sdks/aperture-go/examples/manual/go.mod @@ -12,7 +12,7 @@ require ( require ( github.com/cenkalti/backoff/v4 v4.2.1 // indirect github.com/envoyproxy/protoc-gen-validate v1.0.2 // indirect - github.com/fluxninja/aperture/api/v2 v2.0.0-20240105045107-1a352382e8d8 // indirect + github.com/fluxninja/aperture/api/v2 v2.0.0-20240109200640-489e0e9885eb // indirect github.com/go-logr/logr v1.3.0 // indirect github.com/go-logr/stdr v1.2.2 // indirect github.com/golang/protobuf v1.5.3 // indirect diff --git a/sdks/aperture-go/examples/manual/go.sum b/sdks/aperture-go/examples/manual/go.sum index 19d9493790..16fda3bfa0 100644 --- a/sdks/aperture-go/examples/manual/go.sum +++ b/sdks/aperture-go/examples/manual/go.sum @@ -4,8 +4,8 @@ github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1 github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= github.com/envoyproxy/protoc-gen-validate v1.0.2 h1:QkIBuU5k+x7/QXPvPPnWXWlCdaBFApVqftFV6k087DA= github.com/envoyproxy/protoc-gen-validate v1.0.2/go.mod h1:GpiZQP3dDbg4JouG/NNS7QWXpgx6x8QiMKdmN72jogE= -github.com/fluxninja/aperture/api/v2 v2.0.0-20240105045107-1a352382e8d8 h1:wPAL1p5DeZFBl63UZPkYfWezdhBR2FK3OIEPmoXx1BY= -github.com/fluxninja/aperture/api/v2 v2.0.0-20240105045107-1a352382e8d8/go.mod h1:KSjIteqXmGJl1WOxQeBF9/K6/0sMHfKsRl5VOQkxyNg= +github.com/fluxninja/aperture/api/v2 v2.0.0-20240109200640-489e0e9885eb h1:akr0DB9dwyD1sE2FdKuE5xN451G7WgTUga4V34Nkv+E= +github.com/fluxninja/aperture/api/v2 v2.0.0-20240109200640-489e0e9885eb/go.mod h1:KSjIteqXmGJl1WOxQeBF9/K6/0sMHfKsRl5VOQkxyNg= github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A= github.com/go-logr/logr v1.3.0 h1:2y3SDp0ZXuc6/cjLSZ+Q3ir+QB9T/iG5yYRXqsagWSY= github.com/go-logr/logr v1.3.0/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=