added max-min scheduling policy

This commit is contained in:
Pradyumna Kaushik 2017-09-26 01:14:39 -04:00
parent 3fa4f3d0e6
commit 60e5e0ecc1

269
schedulers/max-min.go Normal file
View file

@ -0,0 +1,269 @@
package schedulers
import (
"bitbucket.org/sunybingcloud/elektron/def"
"bitbucket.org/sunybingcloud/elektron/utilities/mesosUtils"
"bitbucket.org/sunybingcloud/elektron/utilities/offerUtils"
"fmt"
"github.com/golang/protobuf/proto"
mesos "github.com/mesos/mesos-go/mesosproto"
"github.com/mesos/mesos-go/mesosutil"
sched "github.com/mesos/mesos-go/scheduler"
"log"
"os"
"time"
)
// Decides if to take an offer or not
func (s *MaxMin) takeOffer(offer *mesos.Offer, task def.Task,
totalCPU, totalRAM, totalWatts float64) bool {
cpus, mem, watts := offerUtils.OfferAgg(offer)
//TODO: Insert watts calculation here instead of taking them as a parameter
wattsConsideration, err := def.WattsToConsider(task, s.classMapWatts, offer)
if err != nil {
// Error in determining wattsConsideration
log.Fatal(err)
}
if (cpus >= (totalCPU + task.CPU)) && (mem >= (totalRAM + task.RAM)) &&
(!s.wattsAsAResource || (watts >= (totalWatts + wattsConsideration))) {
return true
}
return false
}
type MaxMin struct {
base //Type embedding to inherit common functions
}
// New elektron scheduler
func NewMaxMin(tasks []def.Task, wattsAsAResource bool, schedTracePrefix string, classMapWatts bool) *MaxMin {
def.SortTasks(tasks, def.SortByWatts)
logFile, err := os.Create("./" + schedTracePrefix + "_schedTrace.log")
if err != nil {
log.Fatal(err)
}
s := &MaxMin{
base: base{
tasks: tasks,
wattsAsAResource: wattsAsAResource,
classMapWatts: classMapWatts,
Shutdown: make(chan struct{}),
Done: make(chan struct{}),
PCPLog: make(chan struct{}),
running: make(map[string]map[string]bool),
RecordPCP: false,
schedTrace: log.New(logFile, "", log.LstdFlags),
},
}
return s
}
func (s *MaxMin) newTask(offer *mesos.Offer, task def.Task) *mesos.TaskInfo {
taskName := fmt.Sprintf("%s-%d", task.Name, *task.Instances)
s.tasksCreated++
// Start recording only when we're creating the first task
if !s.RecordPCP {
// Turn on logging
s.RecordPCP = true
time.Sleep(1 * time.Second) // Make sure we're recording by the time the first task starts
}
// If this is our first time running into this Agent
if _, ok := s.running[offer.GetSlaveId().GoString()]; !ok {
s.running[offer.GetSlaveId().GoString()] = make(map[string]bool)
}
// Add task to list of tasks running on node
s.running[offer.GetSlaveId().GoString()][taskName] = true
resources := []*mesos.Resource{
mesosutil.NewScalarResource("cpus", task.CPU),
mesosutil.NewScalarResource("mem", task.RAM),
}
if s.wattsAsAResource {
if wattsToConsider, err := def.WattsToConsider(task, s.classMapWatts, offer); err == nil {
log.Printf("Watts considered for host[%s] and task[%s] = %f", *offer.Hostname, task.Name, wattsToConsider)
resources = append(resources, mesosutil.NewScalarResource("watts", wattsToConsider))
} else {
// Error in determining wattsConsideration
log.Fatal(err)
}
}
return &mesos.TaskInfo{
Name: proto.String(taskName),
TaskId: &mesos.TaskID{
Value: proto.String("elektron-" + taskName),
},
SlaveId: offer.SlaveId,
Resources: resources,
Command: &mesos.CommandInfo{
Value: proto.String(task.CMD),
},
Container: &mesos.ContainerInfo{
Type: mesos.ContainerInfo_DOCKER.Enum(),
Docker: &mesos.ContainerInfo_DockerInfo{
Image: proto.String(task.Image),
Network: mesos.ContainerInfo_DockerInfo_BRIDGE.Enum(), // Run everything isolated
},
},
}
}
// Determine if the remaining space inside of the offer is enough for this
// the task we need to create. If it is, create a TaskInfo and return it.
func (s *MaxMin) CheckFit(
i int,
task def.Task,
wattsConsideration float64,
offer *mesos.Offer,
totalCPU *float64,
totalRAM *float64,
totalWatts *float64) (bool, *mesos.TaskInfo) {
// Does the task fit
if s.takeOffer(offer, task, *totalCPU, *totalRAM, *totalWatts) {
*totalWatts += wattsConsideration
*totalCPU += task.CPU
*totalRAM += task.RAM
log.Println("Co-Located with: ")
coLocated(s.running[offer.GetSlaveId().GoString()])
taskToSchedule := s.newTask(offer, task)
fmt.Println("Inst: ", *task.Instances)
s.schedTrace.Print(offer.GetHostname() + ":" + taskToSchedule.GetTaskId().GetValue())
*task.Instances--
if *task.Instances <= 0 {
// All instances of task have been scheduled, remove it
s.tasks = append(s.tasks[:i], s.tasks[i+1:]...)
if len(s.tasks) <= 0 {
log.Println("Done scheduling all tasks")
close(s.Shutdown)
}
}
return true, taskToSchedule
}
return false, nil
}
func (s *MaxMin) ResourceOffers(driver sched.SchedulerDriver, offers []*mesos.Offer) {
log.Printf("Received %d resource offers", len(offers))
for _, offer := range offers {
offerUtils.UpdateEnvironment(offer)
select {
case <-s.Shutdown:
log.Println("Done scheduling tasks: declining offer on [", offer.GetHostname(), "]")
driver.DeclineOffer(offer.Id, mesosUtils.LongFilter)
log.Println("Number of tasks still running: ", s.tasksRunning)
continue
default:
}
tasks := []*mesos.TaskInfo{}
offerTaken := false
totalWatts := 0.0
totalCPU := 0.0
totalRAM := 0.0
// Assumes s.tasks is ordered in non-decreasing median max peak order
// Attempt to schedule a single instance of the heaviest workload available first
// Start from the back until one fits
direction := false // True = Min Max, False = Max Min
var index int
start := true // if false then index has changed and need to keep it that way
for i := 0; i < len(s.tasks); i++ {
// we need to pick a min task or a max task
// depending on the value of direction
if direction && start {
index = 0
} else if start {
index = len(s.tasks) - i - 1
}
task := s.tasks[index]
wattsConsideration, err := def.WattsToConsider(task, s.classMapWatts, offer)
if err != nil {
// Error in determining wattsConsideration
log.Fatal(err)
}
// Don't take offer it is doesn't match our task's host requirement
if offerUtils.HostMismatch(*offer.Hostname, task.Host) {
continue
}
// TODO: Fix this so index doesn't need to be passed
taken, taskToSchedule := s.CheckFit(index, task, wattsConsideration, offer,
&totalCPU, &totalRAM, &totalWatts)
if taken {
offerTaken = true
tasks = append(tasks, taskToSchedule)
// Need to change direction and set start to true
// Setting start to true would ensure that index be set accurately again
direction = !direction
start = true
i--
} else {
// Need to move index depending on the value of direction
if direction {
index++
start = false
} else {
index--
start = false
}
}
}
if offerTaken {
log.Printf("Starting on [%s]\n", offer.GetHostname())
driver.LaunchTasks([]*mesos.OfferID{offer.Id}, tasks, mesosUtils.DefaultFilter)
} else {
// If there was no match for the task
fmt.Println("There is not enough resources to launch a task:")
cpus, mem, watts := offerUtils.OfferAgg(offer)
log.Printf("<CPU: %f, RAM: %f, Watts: %f>\n", cpus, mem, watts)
driver.DeclineOffer(offer.Id, mesosUtils.DefaultFilter)
}
}
}
func (s *MaxMin) StatusUpdate(driver sched.SchedulerDriver, status *mesos.TaskStatus) {
log.Printf("Received task status [%s] for task [%s]", NameFor(status.State), *status.TaskId.Value)
if *status.State == mesos.TaskState_TASK_RUNNING {
s.tasksRunning++
} else if IsTerminal(status.State) {
delete(s.running[status.GetSlaveId().GoString()], *status.TaskId.Value)
s.tasksRunning--
if s.tasksRunning == 0 {
select {
case <-s.Shutdown:
close(s.Done)
default:
}
}
}
log.Printf("DONE: Task status [%s] for task [%s]", NameFor(status.State), *status.TaskId.Value)
}