func GetSDCIOPS(stats *types.SdcStatistics) (readIOPS float64, writeIOPS float64) {
	readIOPS = 0.0
	writeIOPS = 0.0
	if stats == nil {
		return
	}
	iopsCalculation := func(numOccurred, numSeconds int) float64 {
		return float64(numOccurred) / float64(numSeconds)
	}
	if stats.UserDataReadBwc.NumSeconds > 0 {
		readIOPS = iopsCalculation(stats.UserDataReadBwc.NumOccured, stats.UserDataReadBwc.NumSeconds)
	}
	if stats.UserDataWriteBwc.NumSeconds > 0 {
		writeIOPS = iopsCalculation(stats.UserDataWriteBwc.NumOccured, stats.UserDataWriteBwc.NumSeconds)
	}
	return
}
GetSDCIOPS returns the read and write IOPS based on the given SDC statistics
package service
import (
	"context"
	"fmt"
	"sync"
	"time"
	"github.com/dell/karavi-metrics-powerflex/internal/k8s"
	"github.com/sirupsen/logrus"
	sio "github.com/dell/goscaleio"
	types "github.com/dell/goscaleio/types/v1"
	corev1 "k8s.io/api/core/v1"
	v1 "k8s.io/api/storage/v1"
)
var _ Service = (*PowerFlexService)(nil)
const (
	DefaultMaxPowerFlexConnections = 10
)
type Service interface {
	GetSDCs(context.Context, PowerFlexClient, SDCFinder) ([]StatisticsGetter, error)
	GetSDCStatistics(context.Context, []corev1.Node, []StatisticsGetter)
	GetVolumes(context.Context, []StatisticsGetter) ([]VolumeStatisticsGetter, error)
	ExportVolumeStatistics(context.Context, []VolumeStatisticsGetter, VolumeFinder)
	GetStorageClasses(ctx context.Context, client PowerFlexClient, storageClassFinder StorageClassFinder) ([]StorageClassMeta, error)
	GetStoragePoolStatistics(ctx context.Context, storageClassMetas []StorageClassMeta)
}
type StatisticsGetter interface {
	GetStatistics() (*types.SdcStatistics, error)
	GetVolume() ([]*types.Volume, error)
	FindVolumes() ([]*sio.Volume, error)
}
type VolumeStatisticsGetter interface {
	GetVolumeStatistics() (*types.VolumeStatistics, error)
}
type PowerFlexClient interface {
	Authenticate(*sio.ConfigConnect) (sio.Cluster, error)
	GetInstance(string) ([]*types.System, error)
	FindSystem(string, string, string) (*sio.System, error)
	GetStoragePool(href string) ([]*types.StoragePool, error)
}
type PowerFlexSystem interface {
	FindSdc(string, string) (*sio.Sdc, error)
}
type PowerFlexService struct {
	MetricsWrapper          MetricsRecorder
	MaxPowerFlexConnections int
	Logger                  *logrus.Logger
}
type SDCFinder interface {
	GetSDCGuids() ([]string, error)
}
type StorageClassFinder interface {
	GetStorageClasses() ([]v1.StorageClass, error)
}
type VolumeFinder interface {
	GetPersistentVolumes() ([]k8s.VolumeInfo, error)
}
type NodeFinder interface {
	GetNodes() ([]corev1.Node, error)
}
type StoragePoolStatisticsGetter interface {
	GetStatistics() (*types.Statistics, error)
}
type LeaderElector interface {
	InitLeaderElection(string, string) error
	IsLeader() bool
}
func (s *PowerFlexService) GetSDCs(ctx context.Context, client PowerFlexClient, sdcFinder SDCFinder) ([]StatisticsGetter, error) {
	var sdcs []StatisticsGetter
	sdcGUIDs, err := sdcFinder.GetSDCGuids()
	if err != nil {
		return nil, err
	}
	s.Logger.WithField("sdc_guids", sdcGUIDs).Debug("get sdc guids")
	if len(sdcGUIDs) == 0 {
		return sdcs, nil
	}
	systems, err := client.GetInstance("")
	if err != nil {
		return nil, err
	}
	for _, system := range systems {
		s.Logger.WithFields(logrus.Fields{"system_id": system.ID, "system_name": system.Name}).Debug("looking up system")
		sys, err := SystemFinder(client, system.ID, system.Name, "")
		if err != nil {
			return nil, err
		}
		s.Logger.WithFields(logrus.Fields{"system": sys}).Debug("found system")
		for _, sdcGUID := range sdcGUIDs {
			sdc, err := sys.FindSdc("SdcGuid", sdcGUID)
			if err != nil {
				s.Logger.WithField("sdc_guid", sdcGUID).Warn("unable to find SDC with GUID")
			} else {
				s.Logger.WithFields(logrus.Fields{"sdc_guid": sdcGUID}).Debug("found sdc")
				sdcs = append(sdcs, sdc)
			}
		}
	}
	return sdcs, nil
}
var SystemFinder = func(client PowerFlexClient, id string, name string, href string) (PowerFlexSystem, error) {
	return client.FindSystem(id, name, href)
}
func GetSDCMeta(sdc interface{}, nodes []corev1.Node) *SDCMeta {
	switch v := sdc.(type) {
	case *sio.Sdc:
		var name string
	loop:
		for _, node := range nodes {
			for _, addr := range node.Status.Addresses {
				if addr.Address == v.Sdc.SdcIp {
					name = node.GetName()
					break loop
				}
			}
		}
		return &SDCMeta{
			Name:    name,
			ID:      v.Sdc.ID,
			IP:      v.Sdc.SdcIp,
			SdcGUID: v.Sdc.SdcGuid,
		}
	default:
		return &SDCMeta{}
	}
}
type SDCMetricsRecord struct {
	sdcMeta *SDCMeta
	readBW, writeBW,
	readIOPS, writeIOPS,
	readLatency, writeLatency float64
}
type VolumeMetricsRecord struct {
	volumeMeta *VolumeMeta
	readBW, writeBW,
	readIOPS, writeIOPS,
	readLatency, writeLatency float64
}
func (s *PowerFlexService) GetSDCStatistics(ctx context.Context, nodes []corev1.Node, sdcs []StatisticsGetter) {
	start := time.Now()
	defer s.timeSince(start, "GetSDCStatistics")
	if s.MetricsWrapper == nil {
		s.Logger.Warn("no MetricsWrapper provided for getting SDCStatistics")
		return
	}
	if s.MaxPowerFlexConnections == 0 {
		s.Logger.Debug("using DefaultMaxPowerFlexConnections")
		s.MaxPowerFlexConnections = DefaultMaxPowerFlexConnections
	}
	for range s.pushSDCMetrics(ctx, s.gatherSDCMetrics(ctx, nodes, s.sdcServer(sdcs))) {
	}
}
func (s *PowerFlexService) sdcServer(sdcs []StatisticsGetter) <-chan StatisticsGetter {
	sdcChan := make(chan StatisticsGetter, len(sdcs))
	go func() {
		for _, sdc := range sdcs {
			sdcChan <- sdc
		}
		close(sdcChan)
	}()
	return sdcChan
}
func (s *PowerFlexService) gatherSDCMetrics(ctx context.Context, nodes []corev1.Node, sdcs <-chan StatisticsGetter) <-chan *SDCMetricsRecord {
	start := time.Now()
	defer s.timeSince(start, "gatherMetrics")
	ch := make(chan *SDCMetricsRecord)
	var wg sync.WaitGroup
	sem := make(chan struct{}, s.MaxPowerFlexConnections)
	go func() {
		for sdc := range sdcs {
			wg.Add(1)
			sem <- struct{}{}
			go func(sdc StatisticsGetter) {
				defer func() {
					wg.Done()
					<-sem
				}()
				sdcMeta := GetSDCMeta(sdc, nodes)
				stats, err := sdc.GetStatistics()
				if err != nil {
					s.Logger.WithError(err).WithField("sdc", sdcMeta.ID).Error("getting statistics for sdc")
					return
				}
				readBW, writeBW := GetSDCBandwidth(stats)
				readIOPS, writeIOPS := GetSDCIOPS(stats)
				readLatency, writeLatency := GetSDCLatency(stats)
				s.Logger.WithFields(logrus.Fields{
					"sdc_meta":        sdcMeta,
					"read_bandwidth":  readBW,
					"write_bandwidth": writeBW,
					"read_iops":       readIOPS,
					"write_iops":      writeIOPS,
					"read_latency":    readLatency,
					"write_latency":   writeLatency,
				}).Debug("sdc metrics")
				ch <- &SDCMetricsRecord{
					sdcMeta: sdcMeta,
					readBW:  readBW, writeBW: writeBW,
					readIOPS: readIOPS, writeIOPS: writeIOPS,
					readLatency: readLatency, writeLatency: writeLatency,
				}
			}(sdc)
		}
		wg.Wait()
		close(ch)
		close(sem)
	}()
	return ch
}
func (s *PowerFlexService) pushSDCMetrics(ctx context.Context, sdcMetrics <-chan *SDCMetricsRecord) <-chan string {
	start := time.Now()
	defer s.timeSince(start, "pushMetrics")
	var wg sync.WaitGroup
	ch := make(chan string)
	go func() {
		for record := range sdcMetrics {
			wg.Add(1)
			go func(mr *SDCMetricsRecord) {
				defer wg.Done()
				if mr == nil {
					s.Logger.WithField("sdc", mr.sdcMeta.ID).Warn("empty statistics for sdc")
					return
				}
				err := s.MetricsWrapper.Record(
					ctx, mr.sdcMeta,
					mr.readBW, mr.writeBW,
					mr.readIOPS, mr.writeIOPS,
					mr.readLatency, mr.writeLatency,
				)
				if err != nil {
					s.Logger.WithError(err).WithField("sdc", mr.sdcMeta.ID).Error("recording statistics for sdc")
				} else {
					ch <- fmt.Sprintf(mr.sdcMeta.ID)
				}
			}(record)
		}
		wg.Wait()
		close(ch)
	}()
	return ch
}
func getVolumeMeta(volume interface{}) *VolumeMeta {
	switch v := volume.(type) {
	case *sio.Volume:
		var sdcsInfo []MappedSDC
		for _, d := range v.Volume.MappedSdcInfo {
			sdcsInfo = append(sdcsInfo,
				MappedSDC{SdcID: d.SdcID, SdcIP: d.SdcIP},
			)
		}
		return &VolumeMeta{
			Name:       v.Volume.Name,
			ID:         v.Volume.ID,
			MappedSDCs: sdcsInfo,
		}
	default:
		return &VolumeMeta{
			Name:       "",
			ID:         "",
			MappedSDCs: []MappedSDC{},
		}
	}
}
func (s *PowerFlexService) GetVolumes(ctx context.Context, sdcs []StatisticsGetter) ([]VolumeStatisticsGetter, error) {
	var uniqueVolumes []VolumeStatisticsGetter
	visited := make(map[string]bool)
	for _, sdc := range sdcs {
		vols, err := sdc.FindVolumes()
		if err != nil {
			return nil, err
		}
		for _, v := range vols {
			volumeMeta := getVolumeMeta(v)
			if !visited[volumeMeta.ID] {
				s.Logger.WithField("volume_id", volumeMeta.ID).Debug("found volume")
				uniqueVolumes = append(uniqueVolumes, v)
				visited[volumeMeta.ID] = true
			}
		}
	}
	return uniqueVolumes, nil
}
func (s *PowerFlexService) ExportVolumeStatistics(ctx context.Context, volumes []VolumeStatisticsGetter, volumeFinder VolumeFinder) {
	start := time.Now()
	defer s.timeSince(start, "ExportVolumeStatistics")
	if s.MetricsWrapper == nil {
		s.Logger.Warn("no MetricsWrapper provided for getting ExportVolumeStatistics")
		return
	}
	if s.MaxPowerFlexConnections == 0 {
		s.Logger.Debug("Using DefaultMaxPowerFlexConnections")
		s.MaxPowerFlexConnections = DefaultMaxPowerFlexConnections
	}
	for range s.pushVolumeMetrics(ctx, s.gatherVolumeMetrics(ctx, volumeFinder, s.volumeServer(volumes))) {
	}
}
func (s *PowerFlexService) volumeServer(volumes []VolumeStatisticsGetter) <-chan VolumeStatisticsGetter {
	volumeChannel := make(chan VolumeStatisticsGetter, len(volumes))
	go func() {
		for _, volume := range volumes {
			volumeChannel <- volume
		}
		close(volumeChannel)
	}()
	return volumeChannel
}
func (s *PowerFlexService) gatherVolumeMetrics(ctx context.Context, volumeFinder VolumeFinder, volumes <-chan VolumeStatisticsGetter) <-chan *VolumeMetricsRecord {
	start := time.Now()
	defer s.timeSince(start, "gatherVolumeMetrics")
	ch := make(chan *VolumeMetricsRecord)
	var wg sync.WaitGroup
	sem := make(chan struct{}, s.MaxPowerFlexConnections)
	go func() {
		persistentVolumes := make(map[string]k8s.VolumeInfo)
		pvs, err := volumeFinder.GetPersistentVolumes()
		if err != nil {
			s.Logger.WithError(err).Error("getting persistent volumes")
			return
		}
		for _, v := range pvs {
			persistentVolumes[v.StorageSystemVolumeName] = v
		}
		exported := false
		for volume := range volumes {
			exported = true
			wg.Add(1)
			sem <- struct{}{}
			go func(volume VolumeStatisticsGetter) {
				defer func() {
					wg.Done()
					<-sem
				}()
				volumeMeta := getVolumeMeta(volume)
				if pv, ok := persistentVolumes[volumeMeta.Name]; ok {
					volumeMeta.PersistentVolumeName = pv.PersistentVolume
					volumeMeta.StorageSystemID = pv.StorageSystemID
				} else {
					s.Logger.WithField("volume_id", volumeMeta.ID).Error("could not find a Persistent Volume that maps to storage system volume ID")
				}
				stats, err := volume.GetVolumeStatistics()
				if err != nil {
					s.Logger.WithError(err).WithField("volume_id", volumeMeta.ID).Error("getting statistics for volume")
					return
				}
				readBW, writeBW := GetVolumeBandwidth(stats)
				readIOPS, writeIOPS := GetVolumeIOPS(stats)
				readLatency, writeLatency := GetVolumeLatency(stats)
				s.Logger.WithFields(logrus.Fields{
					"volume_meta":     volumeMeta,
					"read_bandwidth":  readBW,
					"write_bandwidth": writeBW,
					"read_iops":       readIOPS,
					"write_iops":      writeIOPS,
					"read_latency":    readLatency,
					"write_latency":   writeLatency,
				}).Debug("volume metrics")
				ch <- &VolumeMetricsRecord{
					volumeMeta: volumeMeta,
					readBW:     readBW, writeBW: writeBW,
					readIOPS: readIOPS, writeIOPS: writeIOPS,
					readLatency: readLatency, writeLatency: writeLatency,
				}
			}(volume)
		}
		if !exported {
			ch <- &VolumeMetricsRecord{
				volumeMeta: &VolumeMeta{},
				readBW:     0, writeBW: 0,
				readIOPS: 0, writeIOPS: 0,
				readLatency: 0, writeLatency: 0,
			}
		}
		wg.Wait()
		close(ch)
		close(sem)
	}()
	return ch
}
func (s *PowerFlexService) pushVolumeMetrics(ctx context.Context, volumeMetrics <-chan *VolumeMetricsRecord) <-chan string {
	start := time.Now()
	defer s.timeSince(start, "pushVolumeMetrics")
	var wg sync.WaitGroup
	ch := make(chan string)
	go func() {
		for metrics := range volumeMetrics {
			wg.Add(1)
			go func(metrics *VolumeMetricsRecord) {
				defer wg.Done()
				err := s.MetricsWrapper.Record(ctx,
					metrics.volumeMeta,
					metrics.readBW, metrics.writeBW,
					metrics.readIOPS, metrics.writeIOPS,
					metrics.readLatency, metrics.writeLatency,
				)
				if err != nil {
					s.Logger.WithError(err).WithField("volume_id", metrics.volumeMeta.ID).Error("recording statistics for volume")
				} else {
					ch <- fmt.Sprintf(metrics.volumeMeta.ID)
				}
			}(metrics)
		}
		wg.Wait()
		close(ch)
	}()
	return ch
}
func (s *PowerFlexService) GetStorageClasses(ctx context.Context, client PowerFlexClient, storageClassFinder StorageClassFinder) ([]StorageClassMeta, error) {
	var c *sio.Client
	switch underlyingClient := client.(type) {
	case *sio.Client:
		c = underlyingClient
	default:
		c = &sio.Client{}
	}
	storageClassMetas := []StorageClassMeta{}
	storageClassInfos := []StorageClassInfo{}
	storageClasses, err := storageClassFinder.GetStorageClasses()
	if err != nil {
		return nil, err
	}
	systems, err := client.GetInstance("")
	if err != nil {
		return nil, err
	}
	if len(systems) == 0 {
		return nil, fmt.Errorf("no systems found")
	}
	s.Logger.WithField("systems", len(systems)).Debug("systems log")
	for _, system := range systems {
		s.Logger.WithField("system", system.ID).Debug("systems log")
		for _, class := range storageClasses {
			systemid := class.Parameters["systemID"]
			s.Logger.WithField("class.Parameters", systemid).Debug("systems log")
			if system.ID == systemid {
				storageClassInfo := StorageClassInfo{
					ID:              string(class.UID),
					Name:            class.Name,
					Driver:          class.Provisioner,
					StorageSystemID: systemid,
					StoragePools:    k8s.GetStoragePools(class),
				}
				s.Logger.WithField("storage_class_info", storageClassInfo).Debug("found storage class")
				storageClassInfos = append(storageClassInfos, storageClassInfo)
			}
		}
	}
	systemStoragePools, err := client.GetStoragePool("")
	if err != nil {
		return nil, err
	}
	for _, class := range storageClassInfos {
		storageClassMeta := StorageClassMeta{
			ID:              class.ID,
			Name:            class.Name,
			Driver:          class.Driver,
			StorageSystemID: class.StorageSystemID,
			StoragePools:    make(map[string]StoragePoolStatisticsGetter),
		}
		for _, systemPool := range systemStoragePools {
			if contains(class.StoragePools, systemPool.Name) {
				storageClassMeta.StoragePools[systemPool.Name] = sio.NewStoragePoolEx(c, systemPool)
			}
		}
		storageClassMetas = append(storageClassMetas, storageClassMeta)
	}
	return storageClassMetas, nil
}
type storagePoolMetricsRecord struct {
	ID               string
	CTX              context.Context
	storageClassMeta *StorageClassMeta
	TotalLogicalCapacity, LogicalCapacityAvailable,
	LogicalCapacityInUse, LogicalProvisioned float64
}
type IDedPoolStatisticGetter struct {
	ID     string
	Getter StoragePoolStatisticsGetter
}
func (s *PowerFlexService) GetStoragePoolStatistics(ctx context.Context, storageClassMetas []StorageClassMeta) {
	start := time.Now()
	defer s.timeSince(start, "GetStoragePoolStatistics")
	if s.MetricsWrapper == nil {
		s.Logger.Warn("no MetricsWrapper provided for getting Storage Pool statistics")
		return
	}
	if s.MaxPowerFlexConnections == 0 {
		s.Logger.Debug("using DefaultMaxPowerFlexConnections")
		s.MaxPowerFlexConnections = DefaultMaxPowerFlexConnections
	}
	for i, storageClassMeta := range storageClassMetas {
		for range s.pushPoolStatistics(ctx, s.gatherPoolStatistics(ctx, &storageClassMetas[i], s.storagePoolServer(storageClassMeta.StoragePools))) {
		}
	}
}
func (s *PowerFlexService) storagePoolServer(pools map[string]StoragePoolStatisticsGetter) <-chan IDedPoolStatisticGetter {
	poolChannel := make(chan IDedPoolStatisticGetter)
	go func() {
		for id, pool := range pools {
			poolChannel <- IDedPoolStatisticGetter{ID: id, Getter: pool}
		}
		close(poolChannel)
	}()
	return poolChannel
}
func (s *PowerFlexService) gatherPoolStatistics(ctx context.Context, scMeta *StorageClassMeta, pool <-chan IDedPoolStatisticGetter) <-chan *storagePoolMetricsRecord {
	start := time.Now()
	defer s.timeSince(start, "gatherPoolStatistics")
	ch := make(chan *storagePoolMetricsRecord)
	var wg sync.WaitGroup
	sem := make(chan struct{}, s.MaxPowerFlexConnections)
	go func() {
		for pl := range pool {
			wg.Add(1)
			sem <- struct{}{}
			go func(pl IDedPoolStatisticGetter) {
				defer wg.Done()
				defer func() {
					<-sem
				}()
				stats, err := pl.Getter.GetStatistics()
				if err != nil {
					s.Logger.WithError(err).WithField("pool_id", pl.ID).Error("getting statistics pool")
					return
				}
				totalLogicalCapacity := GetTotalLogicalCapacity(stats)
				logicalCapacityAvailable := GetLogicalCapacityAvailable(stats)
				logicalCapacityInUse := GetLogicalCapacityInUse(stats)
				logicalProvisioned := GetLogicalProvisioned(stats)
				s.Logger.WithFields(logrus.Fields{
					"pool_id":                    pl.ID,
					"storage_class_meta":         scMeta,
					"total_logical_capacity":     totalLogicalCapacity,
					"logical_capacity_available": logicalCapacityAvailable,
					"logical_capacity_in_use":    logicalCapacityInUse,
					"logical_provisioned":        logicalProvisioned,
				}).Debug("pool statistics")
				ch <- &storagePoolMetricsRecord{
					ID:                       pl.ID,
					storageClassMeta:         scMeta,
					TotalLogicalCapacity:     totalLogicalCapacity,
					LogicalCapacityAvailable: logicalCapacityAvailable,
					LogicalCapacityInUse:     logicalCapacityInUse,
					LogicalProvisioned:       logicalProvisioned,
				}
			}(pl)
		}
		wg.Wait()
		close(ch)
		close(sem)
	}()
	return ch
}
func (s *PowerFlexService) pushPoolStatistics(ctx context.Context, spMetricRecord <-chan *storagePoolMetricsRecord) <-chan *storagePoolMetricsRecord {
	start := time.Now()
	defer s.timeSince(start, "pushPoolStatistics")
	var wg sync.WaitGroup
	ch := make(chan *storagePoolMetricsRecord)
	go func() {
		for i := range spMetricRecord {
			wg.Add(1)
			go func(i *storagePoolMetricsRecord) {
				defer wg.Done()
				err := s.MetricsWrapper.RecordCapacity(ctx, *(i.storageClassMeta), i.TotalLogicalCapacity, i.LogicalCapacityAvailable, i.LogicalCapacityInUse, i.LogicalProvisioned)
				if err != nil {
					s.Logger.WithError(err).Error("recording statistics for storage pool")
				}
				ch <- i
			}(i)
		}
		wg.Wait()
		close(ch)
	}()
	return ch
}
func GetSDCBandwidth(stats *types.SdcStatistics) (readBW float64, writeBW float64) {
	readBW = 0.0
	writeBW = 0.0
	if stats == nil {
		return
	}
	if stats.UserDataReadBwc.NumSeconds > 0 {
		readBW = float64(stats.UserDataReadBwc.TotalWeightInKb/stats.UserDataReadBwc.NumSeconds) / 1024.0
	}
	if stats.UserDataWriteBwc.NumSeconds > 0 {
		writeBW = float64(stats.UserDataWriteBwc.TotalWeightInKb/stats.UserDataWriteBwc.NumSeconds) / 1024.0
	}
	return
}