def __init__(self,
region='us-west-1',
s3_bucket=None,
image_id=None,
aws_key_name=None,
iam_profile=None,
**kwargs
):
# find config file
from doodad.ec2.autoconfig import AUTOCONFIG
from doodad.ec2.credentials import AWSCredentials
s3_bucket = AUTOCONFIG.s3_bucket() if s3_bucket is None else s3_bucket
image_id = AUTOCONFIG.aws_image_id(region) if image_id is None else image_id
aws_key_name= AUTOCONFIG.aws_key_name(region) if aws_key_name is None else aws_key_name
iam_profile= AUTOCONFIG.iam_profile_name() if iam_profile is None else iam_profile
credentials=AWSCredentials(aws_key=AUTOCONFIG.aws_access_key(), aws_secret=AUTOCONFIG.aws_access_secret())
security_group_ids = AUTOCONFIG.aws_security_group_ids()[region]
security_groups = AUTOCONFIG.aws_security_groups()
super(EC2AutoconfigDocker, self).__init__(
s3_bucket=s3_bucket,
image_id=image_id,
aws_key_name=aws_key_name,
iam_instance_profile_name=iam_profile,
credentials=credentials,
region=region,
security_groups=security_groups,
security_group_ids=security_group_ids,
**kwargs
)
from doodad.ec2.credentials import AWSCredentials
THIS_FILE_DIR = os.path.dirname(os.path.realpath(__file__))
REPO_DIR = os.path.dirname(THIS_FILE_DIR)
# or this! Run experiment via docker on another machine through SSH
mode_ssh = pd.mode.SSHDocker(
image='vitchyr/rllab-vitchyr:latest',
credentials=ssh.SSHCredentials(hostname='newton4.banatao.berkeley.edu',
username='******',
identity_file='~/.ssh/rail_lab_0617'),
)
mode_local = pd.mode.LocalDocker(image='vitchyr/rllab-vitchyr:latest', )
credentials = AWSCredentials(from_env=True)
mode_ec2 = pd.mode.EC2SpotDocker(
credentials,
image='vitchyr/rllab-vitchyr:latest',
region='us-west-1',
instance_type='c4.large',
spot_price=0.03,
s3_bucket="2-12-2017.railrl.vitchyr.rail.bucket",
terminate=True,
image_id="ami-ad81c8cd",
aws_key_name="rllab-vitchyr-us-west-1",
iam_instance_profile_name='rllab',
s3_log_prefix='custom_experiment',
)
# Set up code and output directories
