Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

switch to ec2.create_fleet() #35

Draft
wants to merge 2 commits into
base: main
Choose a base branch
from
Draft
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
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