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5 changes: 5 additions & 0 deletions fleet.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
ImageId = "ami-fad25980"
KeyName = "your_key_file_name"
SnapshotId = "snap-04007a196c0f3f398"
SubnetId = "subnet-WWWWWWWW"
SecurityGroup= "sg-ZZZZZZZZZ"
82 changes: 68 additions & 14 deletions run.py
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@
CLEAN_DASHBOARD = 'False'

from config import *
from fleet import *

WAIT_TIME = 60
MONITOR_TIME = 60
Expand Down Expand Up @@ -557,26 +558,79 @@ def startCluster():
print('Use: run.py startCluster configFile')
sys.exit()

thistime = datetime.datetime.now().replace(microsecond=0)
#Step 1: set up the configuration files
#Step 1: Configure the Spot Fleet Request
ec2client=boto3.client('ec2')
s3client = boto3.client('s3')
iam=boto3.client('iam')

ecsConfigFile=generateECSconfig(ECS_CLUSTER,APP_NAME,AWS_BUCKET,s3client)
spotfleetConfig=loadConfig(sys.argv[2])
spotfleetConfig['ValidFrom']=thistime
spotfleetConfig['ValidUntil']=(thistime+datetime.timedelta(days=365)).replace(microsecond=0)
spotfleetConfig['TargetCapacity']= CLUSTER_MACHINES
spotfleetConfig['SpotPrice'] = '%.2f' %MACHINE_PRICE
DOCKER_BASE_SIZE = int(round(float(EBS_VOL_SIZE)/int(TASKS_PER_MACHINE))) - 2
userData=generateUserData(ecsConfigFile,DOCKER_BASE_SIZE)
for LaunchSpecification in range(0,len(spotfleetConfig['LaunchSpecifications'])):
spotfleetConfig['LaunchSpecifications'][LaunchSpecification]["UserData"]=userData
spotfleetConfig['LaunchSpecifications'][LaunchSpecification]['BlockDeviceMappings'][1]['Ebs']["VolumeSize"]= EBS_VOL_SIZE
spotfleetConfig['LaunchSpecifications'][LaunchSpecification]['InstanceType'] = MACHINE_TYPE[LaunchSpecification]

ecsInstanceArn = iam.get_instance_profile(InstanceProfileName='ecsInstanceRole')['InstanceProfile']['Arn']
fleetRoleArn = iam.get_role(RoleName='aws-ec2-spot-fleet-tagging-role')['Role']['Arn']

# Step 2: make the spot fleet request
ec2client=boto3.client('ec2')
requestInfo = ec2client.request_spot_fleet(SpotFleetRequestConfig=spotfleetConfig)
LaunchTemplateData={
"IamInstanceProfile": {"Arn": ecsInstanceArn},
"BlockDeviceMappings": [
{
"DeviceName": "/dev/xvda",
"Ebs": {
"DeleteOnTermination": True,
"VolumeType": "gp2",
"VolumeSize": EBS_VOL_SIZE,
"SnapshotId": SnapshotId
}
},
{
"DeviceName": "/dev/xvdcz",
"Ebs": {
"DeleteOnTermination": True,
"VolumeType": "gp2"
}
}
],
"NetworkInterfaces": [
{
"DeviceIndex": 0,
"SubnetId": SubnetId,
"DeleteOnTermination": True,
"AssociatePublicIpAddress": True,
"Groups": [SecurityGroup]
}
],
"ImageId": ImageId,
"InstanceType": MACHINE_TYPE[0],
"KeyName": KeyName,
"UserData": userData
}

TemplateName=f'{APP_NAME}_LaunchTemplate'
try:
launch_template = ec2client.create_launch_template_version(LaunchTemplateName=TemplateName,LaunchTemplateData=LaunchTemplateData)['LaunchTemplateVersion']
except ec2client.exceptions.ClientError:
launch_template = ec2client.create_launch_template(LaunchTemplateName=TemplateName,LaunchTemplateData=LaunchTemplateData)['LaunchTemplate']

SpotOptions = {"AllocationStrategy": "lowestPrice"}
LaunchTemplateConfigs=[{'LaunchTemplateSpecification':{'LaunchTemplateId':launch_template['LaunchTemplateId'],
'Version':'$Latest'},
'Overrides':[{
'MaxPrice':'%.2f' %MACHINE_PRICE,
'SubnetId':SubnetId}]}]
TargetCapacitySpecification={'TotalTargetCapacity':CLUSTER_MACHINES,
'OnDemandTargetCapacity':0,
'DefaultTargetCapacityType':'spot'}

# Step 2: Make the spot fleet request
thistime = datetime.datetime.now().replace(microsecond=0)
requestInfo = ec2client.create_fleet(
SpotOptions=SpotOptions,
LaunchTemplateConfigs=LaunchTemplateConfigs,
TargetCapacitySpecification=TargetCapacitySpecification,
TerminateInstancesWithExpiration=True,
Type="maintain",
ValidFrom=thistime,
ValidUntil=(thistime+datetime.timedelta(days=365)).replace(microsecond=0),)
print('Request in process. Wait until your machines are available in the cluster.')
print('SpotFleetRequestId',requestInfo['SpotFleetRequestId'])

Expand Down