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woop/aws-experiment-launch/create_and_deploy.py

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import boto3
import argparse
import sys
import json
import time
import datetime
from threading import Thread
from Queue import Queue
import base64
class InstanceResource:
ON_DEMAND = 1
SPOT_INSTANCE = 2
SPOT_FLEET = 3
REGION_NAME = 'region_name'
REGION_KEY = 'region_key'
REGION_SECURITY_GROUP = 'region_security_group'
REGION_SECURITY_GROUP_ID = 'region_security_group_id'
REGION_HUMAN_NAME = 'region_human_name'
INSTANCE_TYPE = 't2.micro'
REGION_AMI = 'region_ami'
with open("user-data.sh", "r") as userdata_file:
USER_DATA = userdata_file.read()
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# UserData must be base64 encoded for spot instances.
USER_DATA_BASE64 = base64.b64encode(USER_DATA)
IAM_INSTANCE_PROFILE = 'BenchMarkCodeDeployInstanceProfile'
REPO = "simple-rules/harmony-benchmark"
APPLICATION_NAME = 'benchmark-experiments'
time_stamp = time.time()
CURRENT_SESSION = datetime.datetime.fromtimestamp(
time_stamp).strftime('%H-%M-%S-%Y-%m-%d')
PLACEMENT_GROUP = "PLACEMENT-" + CURRENT_SESSION
NODE_NAME_SUFFIX = "NODE-" + CURRENT_SESSION
def create_launch_specification(region_number, instanceType):
NODE_NAME = region_number + "-" + NODE_NAME_SUFFIX
return {
# Region irrelevant fields
'IamInstanceProfile': {
'Name': IAM_INSTANCE_PROFILE
},
'InstanceType': instanceType,
'UserData': USER_DATA_BASE64,
# Region relevant fields
'SecurityGroups': [
{
# In certain scenarios, we have to use group id instead of group name
# https://github.com/boto/boto/issues/350#issuecomment-27359492
'GroupId': config[region_number][REGION_SECURITY_GROUP_ID]
}
],
'ImageId': config[region_number][REGION_AMI],
'KeyName': config[region_number][REGION_KEY],
'UserData': USER_DATA_BASE64,
'TagSpecifications': [
{
'ResourceType': 'instance',
'Tags': [
{
'Key': 'Name',
'Value': NODE_NAME
}
]
}
],
# 'WeightedCapacity': 123.0,
# 'Placement': {
# # 'AvailabilityZone': get_one_availability_zone(ec2_client)
# }
}
def create_launch_specification_list(region_number, instance_type_list):
return list(map(lambda type: create_launch_specification(region_number, type), instance_type_list))
"""
TODO:
Build (argparse,functions) support for
1. run only create instance (multiple times)
2. run only codedeploy (multiple times)
3. run create instance followed by codedeploy
"""
### CREATE INSTANCES ###
def run_one_region_instances(config, region_number, number_of_instances, instance_resource=InstanceResource.ON_DEMAND):
#todo: explore the use ec2 resource and not client. e.g. create_instances -- Might make for better code.
"""
e.g. ec2.create_instances
"""
region_name = config[region_number][REGION_NAME]
session = boto3.Session(region_name=region_name)
ec2_client = session.client('ec2')
if instance_resource == InstanceResource.ON_DEMAND:
NODE_NAME = create_instances(
config, ec2_client, region_number, int(number_of_instances))
# REPLACE ALL print with logger
print("Created %s in region %s" % (NODE_NAME, region_number))
elif instance_resource == InstanceResource.SPOT_INSTANCE:
response = request_spot_instances(
config, ec2_client, region_number, int(number_of_instances))
else:
instance_type_list = ['t2.micro', 't2.small', 'm3.medium']
response = request_spot_fleet(
config, ec2_client, region_number, int(number_of_instances), instance_type_list)
return
return session
def create_instances(config, ec2_client, region_number, number_of_instances):
NODE_NAME = region_number + "-" + NODE_NAME_SUFFIX
response = ec2_client.run_instances(
MinCount=number_of_instances,
MaxCount=number_of_instances,
ImageId=config[region_number][REGION_AMI],
Placement={
'AvailabilityZone': get_one_availability_zone(ec2_client),
},
SecurityGroups=[config[region_number][REGION_SECURITY_GROUP]],
IamInstanceProfile={
'Name': IAM_INSTANCE_PROFILE
},
KeyName=config[region_number][REGION_KEY],
UserData=USER_DATA,
InstanceType=INSTANCE_TYPE,
TagSpecifications=[
{
'ResourceType': 'instance',
'Tags': [
{
'Key': 'Name',
'Value': NODE_NAME
},
]
},
],
# We can also request spot instances this way but this way will block the
# process until spot requests are fulfilled, otherwise it will throw exception
# after 4 failed re-try.
# InstanceMarketOptions= {
# 'MarketType': 'spot',
# 'SpotOptions': {
# 'SpotInstanceType': 'one-time',
# 'BlockDurationMinutes': 60,
# }
# }
)
return NODE_NAME
def request_spot_instances(config, ec2_client, region_number, number_of_instances):
NODE_NAME = region_number + "-" + NODE_NAME_SUFFIX
response = ec2_client.request_spot_instances(
# DryRun=True,
BlockDurationMinutes=60,
InstanceCount=number_of_instances,
LaunchSpecification={
'SecurityGroups': [config[region_number][REGION_SECURITY_GROUP]],
'IamInstanceProfile': {
'Name': IAM_INSTANCE_PROFILE
},
'UserData': USER_DATA_BASE64,
'ImageId': config[region_number][REGION_AMI],
'InstanceType': INSTANCE_TYPE,
'KeyName': config[region_number][REGION_KEY],
'Placement': {
'AvailabilityZone': get_one_availability_zone(ec2_client)
}
}
)
return response
def request_spot_fleet(config, ec2_client, region_number, number_of_instances, instance_type_list):
NODE_NAME = region_number + "-" + NODE_NAME_SUFFIX
# https://boto3.readthedocs.io/en/latest/reference/services/ec2.html#EC2.Client.request_spot_fleet
response = ec2_client.request_spot_fleet(
# DryRun=True,
SpotFleetRequestConfig={
# https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/spot-fleet.html#spot-fleet-allocation-strategy
'AllocationStrategy': 'diversified',
'IamFleetRole': 'arn:aws:iam::656503231766:role/RichardFleetRole',
'LaunchSpecifications': create_launch_specification_list(region_number, instance_type_list),
# 'SpotPrice': 'string', # The maximum price per unit hour that you are willing to pay for a Spot Instance. The default is the On-Demand price.
'TargetCapacity': number_of_instances,
'OnDemandTargetCapacity': 0,
'Type': 'maintain'
}
)
return response
def get_availability_zones(ec2_client):
response = ec2_client.describe_availability_zones()
all_zones = []
if response.get('AvailabilityZones', None):
region_info = response.get('AvailabilityZones')
for info in region_info:
if info['State'] == 'available':
all_zones.append(info['ZoneName'])
return all_zones
def get_one_availability_zone(ec2_client):
all_zones = get_availability_zones(ec2_client)
if len(all_zones) > 0:
return all_zones[0]
else:
print("No availability zone for this region")
sys.exit()
#### CODEDEPLOY ###
def run_one_region_codedeploy(region_number, commitId):
#todo: explore the use ec2 resource and not client. e.g. create_instances -- Might make for better code.
"""
for getting instance ids:---
ec2 = boto3.resource('ec2', region_name=region_name])
result = ec2.instances.filter(Filters=[{'Name': 'instance-state-name', 'Values': ['running']}])
for instance in result:
instances.append(instance.id)
for getting public ips : --
ec2 = boto3.resource('ec2')
instance
"""
region_name = config[region_number][REGION_NAME]
NODE_NAME = region_number + "-" + NODE_NAME_SUFFIX
session = boto3.Session(region_name=region_name)
ec2_client = session.client('ec2')
filters = [{'Name': 'tag:Name', 'Values': [NODE_NAME]}]
instance_ids = get_instance_ids(
ec2_client.describe_instances(Filters=filters))
print("Number of instances: %d" % len(instance_ids))
print("Waiting for all %d instances in region %s to start running" %
(len(instance_ids), region_number))
waiter = ec2_client.get_waiter('instance_running')
waiter.wait(InstanceIds=instance_ids)
print("Waiting for all %d instances in region %s to be INSTANCE STATUS OK" % (
len(instance_ids), region_number))
waiter = ec2_client.get_waiter('instance_status_ok')
waiter.wait(InstanceIds=instance_ids)
print("Waiting for all %d instances in region %s to be SYSTEM STATUS OK" %
(len(instance_ids), region_number))
waiter = ec2_client.get_waiter('system_status_ok')
waiter.wait(InstanceIds=instance_ids)
codedeploy = session.client('codedeploy')
application_name = APPLICATION_NAME
deployment_group = APPLICATION_NAME + "-" + \
commitId[:6] + "-" + CURRENT_SESSION
repo = REPO
print("Setting up to deploy commitId %s on region %s" %
(commitId, region_number))
response = get_application(codedeploy, application_name)
deployment_group = get_deployment_group(
codedeploy, region_number, application_name, deployment_group)
depId = deploy(codedeploy, application_name,
deployment_group, repo, commitId)
return region_number, depId
def get_deployment_group(codedeploy, region_number, application_name, deployment_group):
NODE_NAME = region_number + "-" + NODE_NAME_SUFFIX
response = codedeploy.create_deployment_group(
applicationName=application_name,
deploymentGroupName=deployment_group,
deploymentConfigName='CodeDeployDefault.AllAtOnce',
serviceRoleArn='arn:aws:iam::656503231766:role/BenchMarkCodeDeployServiceRole',
deploymentStyle={
'deploymentType': 'IN_PLACE',
'deploymentOption': 'WITHOUT_TRAFFIC_CONTROL'
},
ec2TagFilters=[
{
'Key': 'Name',
'Value': NODE_NAME,
'Type': 'KEY_AND_VALUE'
}
]
)
return deployment_group
def get_application(codedeploy, application_name):
response = codedeploy.list_applications()
if application_name in response['applications']:
return response
else:
response = codedeploy.create_application(
applicationName=application_name,
computePlatform='Server'
)
return response
def deploy(codedeploy, application_name, deployment_group, repo, commitId):
"""Deploy new code at specified revision to instance.
arguments:
- repo: GitHub repository path from which to get the code
- commitId: commit ID to be deployed
- wait: wait until the CodeDeploy finishes
"""
print("Launching CodeDeploy with commit " + commitId)
res = codedeploy.create_deployment(
applicationName=application_name,
deploymentGroupName=deployment_group,
deploymentConfigName='CodeDeployDefault.AllAtOnce',
description='benchmark experiments',
revision={
'revisionType': 'GitHub',
'gitHubLocation': {
'repository': repo,
'commitId': commitId,
}
}
)
depId = res["deploymentId"]
print("Deployment ID: " + depId)
# The deployment is launched at this point, so exit unless asked to wait
# until it finishes
info = {'status': 'Created'}
start = time.time()
while info['status'] not in ('Succeeded', 'Failed', 'Stopped',) and (time.time() - start < 600.0):
info = codedeploy.get_deployment(deploymentId=depId)['deploymentInfo']
print(info['status'])
time.sleep(15)
if info['status'] == 'Succeeded':
print("\nDeploy Succeeded")
return depId
else:
print("\nDeploy Failed")
print(info)
return depId
def run_one_region_codedeploy_wrapper(region_number, commitId, queue):
region_number, depId = run_one_region_codedeploy(region_number, commitId)
queue.put((region_number, depId))
def launch_code_deploy(region_list, commitId):
queue = Queue()
jobs = []
for i in range(len(region_list)):
region_number = region_list[i]
my_thread = Thread(target=run_one_region_codedeploy_wrapper, args=(
region_number, commitId, queue))
my_thread.start()
jobs.append(my_thread)
for my_thread in jobs:
my_thread.join()
results = [queue.get() for job in jobs]
return results
##### UTILS ####
def get_instance_ids(describe_instances_response):
instance_ids = []
for reservation in describe_instances_response["Reservations"]:
for instance in reservation["Instances"]:
instance_ids.append(instance["InstanceId"])
return instance_ids
def read_configuration_file(filename):
config = {}
with open(filename, 'r') as f:
for myline in f:
mylist = myline.strip().split(',')
region_num = mylist[0]
config[region_num] = {}
config[region_num][REGION_NAME] = mylist[1]
config[region_num][REGION_KEY] = mylist[2]
config[region_num][REGION_SECURITY_GROUP] = mylist[3]
config[region_num][REGION_HUMAN_NAME] = mylist[4]
config[region_num][REGION_AMI] = mylist[5]
config[region_num][REGION_SECURITY_GROUP_ID] = mylist[6]
return config
##### UTILS ####
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description='This script helps you start instances across multiple regions')
parser.add_argument('--regions', type=str, dest='regions',
default='3', help="Supply a csv list of all regions")
parser.add_argument('--instances', type=str, dest='numInstances',
default='1', help='number of instances')
parser.add_argument('--configuration', type=str,
dest='config', default='configuration.txt')
parser.add_argument('--commitId', type=str, dest='commitId',
default='1f7e6e7ca7cf1c1190cedec10e791c01a29971cf')
args = parser.parse_args()
config = read_configuration_file(args.config)
region_list = args.regions.split(',')
instances_list = args.numInstances.split(',')
assert len(region_list) == len(instances_list), "number of regions: %d != number of instances per region: %d" % (
len(region_list), len(instances_list))
commitId = args.commitId
for i in range(len(region_list)):
region_number = region_list[i]
number_of_instances = instances_list[i]
session = run_one_region_instances(
config, region_number, number_of_instances, InstanceResource.SPOT_FLEET)
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results = launch_code_deploy(region_list, commitId)
print(results)