def login_aws():
aws_public, aws_secret = get_aws_keys()
ecr_client = boto3.client('ecr',
region_name='us-east-1',
aws_access_key_id=aws_public,
aws_secret_access_key=aws_secret)
token = ecr_client.get_authorization_token() # TODO: use registryIds
username, password = base64.b64decode(
token['authorizationData'][0]['authorizationToken']).decode().split(
':')
return username, password
def cleanup_aws(docker_repo):
aws_public, aws_secret = get_aws_keys()
ecr_client = boto3.client('ecr',
region_name='us-east-1',
aws_access_key_id=aws_public,
aws_secret_access_key=aws_secret)
docker_repo_name = docker_repo.split("/")[-1]
resp = ecr_client.list_images(repositoryName=docker_repo_name,
filter={'tagStatus': 'UNTAGGED'})
imageIds = resp['imageIds']
if len(imageIds) == 0:
return []
resp = ecr_client.batch_delete_image(repositoryName=docker_repo_name,
imageIds=imageIds)
return resp['imageIds']
def doctor():
"""
Checks and repairs your environment in case of errors.
Attempts to provide information to debug your local machine.
"""
# Check environment pre-reqs
click.secho("Running the environment setup script for your OS...")
env_setup_cmd = None
env_setup_status = -1
env_setup_err = ''
if sys.platform == "linux" or sys.platform == "linux2":
env_setup_cmd = 'sudo apt update && sudo apt install -y libcurl4 curl && ' \
'sudo curl https://raw.githubusercontent.com/numerai/numerai-cli/master/scripts/setup-ubu.sh ' \
'| sudo bash'
elif sys.platform == "darwin":
env_setup_cmd = 'curl https://raw.githubusercontent.com/numerai/numerai-cli/master/scripts/setup-mac.sh | bash'
elif is_win10():
env_setup_cmd = 'powershell -command "$Script = Invoke-WebRequest ' \
'\'https://raw.githubusercontent.com/numerai/numerai-cli/master/scripts/setup-win10.ps1\'; ' \
'$ScriptBlock = [ScriptBlock]::Create($Script.Content); Invoke-Command -ScriptBlock $ScriptBlock"'
elif is_win8():
# TODO: check if more is needed?
env_setup_cmd = 'docker info'
else:
env_setup_status = 1
env_setup_err = f"Unrecognized Operating System {sys.platform}, " \
f"cannot run environment setup script, skipping..."
if env_setup_cmd is not None:
res = subprocess.run(env_setup_cmd,
shell=True,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE)
env_setup_status = res.returncode
env_setup_err = res.stderr
# Check official (non-dev) version
click.secho(f"Checking your numerai-cli version...")
res = str(
subprocess.run('pip3 show numerai-cli',
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
shell=True))
curr_ver = [s for s in res.split('\\n')
if 'Version:' in s][0].split(': ')[1]
url = f"https://pypi.org/pypi/numerai-cli/json"
versions = list(
reversed(
sorted(
filter(lambda key: 'dev' not in key,
json.load(request.urlopen(url))["releases"].keys()))))
# Check keys
click.secho("Checking your API keys...")
nodes_config = load_or_init_nodes()
used_providers = [nodes_config[n]['provider'] for n in nodes_config]
invalid_providers = []
try:
check_numerai_validity(*get_numerai_keys())
except:
invalid_providers.append('numerai')
if 'aws' in used_providers:
try:
check_aws_validity(*get_aws_keys())
except:
invalid_providers.append('aws')
if env_setup_status != 0:
click.secho(f"✖ Environment setup incomplete:", fg='red')
click.secho(env_setup_err, fg='red')
click.secho(
f"Ensure your OS is supported and read the Troubleshooting wiki: "
f"https://github.com/numerai/numerai-cli/wiki/Troubleshooting",
fg='red')
else:
click.secho("✓ Environment setup with Docker and Python", fg='green')
if curr_ver < versions[0]:
click.secho(
f"✖ numerai-cli needs an upgrade"
f"(run `pip3 install -U numerai-cli` to fix)",
fg='red')
else:
click.secho("✓ numerai-cli is up to date", fg='green')
if len(invalid_providers):
click.secho(
f"✖ Invalid provider keys: {invalid_providers}"
f"(run `numerai setup` to fix)",
fg='red')
else:
click.secho("✓ API Keys working", fg='green')
click.secho(
"\nIf you need help troubleshooting or want to report a bug please read the"
"\nTroubleshooting and Feedback section of the readme:"
"\nhttps://github.com/numerai/numerai-cli#troubleshooting-and-feedback",
fg='yellow')
def monitor_aws(node, config, num_lines, log_type, follow_tail, verbose):
aws_public, aws_secret = get_aws_keys()
logs_client = boto3.client('logs',
region_name='us-east-1',
aws_access_key_id=aws_public,
aws_secret_access_key=aws_secret)
ecs_client = boto3.client('ecs',
region_name='us-east-1',
aws_access_key_id=aws_public,
aws_secret_access_key=aws_secret)
if log_type == LOG_TYPE_WEBHOOK:
get_name_and_print_logs(logs_client, config['api_log_group'],
num_lines)
get_name_and_print_logs(logs_client, config['webhook_log_group'],
num_lines)
return
if log_type == LOG_TYPE_CLUSTER:
family = config['cluster_log_group']
# wait until log stream has been created
i = 0
name = None
while name is None:
i += 1
task = get_recent_task_status_aws(ecs_client, node, verbose)
if task is None:
get_name_and_print_logs(logs_client, family, num_lines)
return
task_id = task["taskArn"].split('/')[-1]
streams = logs_client.describe_log_streams(
logGroupName=family,
logStreamNamePrefix=f"ecs/{node}/{task_id}")
streams = list(
filter(lambda s: s['logStreamName'].endswith(task_id),
streams['logStreams']))
msg = f"Task status: {task['lastStatus']}."
if task['lastStatus'] == "STOPPED":
if len(streams) == 0:
click.secho(f"{msg} No log file, did you deploy?",
fg='yellow')
exit(1)
else:
click.secho(f"{msg} Checking for log events...",
fg='green')
break
elif len(streams) == 0:
click.secho(
f"{msg} Waiting for log file to be created..."
f"{'.' * i}\r",
fg='yellow',
nl=False)
time.sleep(2)
else:
name = streams[0]['logStreamName']
click.secho(f"\n{msg} Log file created: {name}", fg='green')
break
# print out the logs
next_token, num_events = print_logs(logs_client,
family,
name,
limit=num_lines)
total_events = num_events
while follow_tail:
next_token, num_events = print_logs(
logs_client,
family,
name,
next_token=(next_token if total_events > 0 else None))
total_events += num_events
if total_events == 0:
click.secho(f"Waiting for log events...\r",
fg='yellow',
nl=False)
task = get_recent_task_status_aws(ecs_client, node, verbose)
if task['lastStatus'] == "STOPPED":
click.secho(f"\nTask is stopping...", fg='yellow')
if len(task['containers']
) and 'reason' in task['containers'][0]:
container = task['containers'][0]
click.secho(
f"Container Exit code: {container['exitCode']}\n"
f"Reason: {container['reason']}",
fg='red')
break
start = time.time()
if total_events == 0:
while total_events == 0:
click.secho(f"No log events yet, still waiting...\r",
fg='yellow',
nl=False)
next_token, num_events = print_logs(logs_client, family, name)
total_events += num_events
if (time.time() - start) > 60 * 5:
click.secho(
f"\nTimeout after 5 minutes, please run the `numerai node status`"
f"command for this model or visit the log console:\n"
f"https://console.aws.amazon.com/cloudwatch/home?"
f"region=us-east-1#logsV2:log-groups/log-group/$252Ffargate$252Fservice$252F{node}"
f"/log-events/{name.replace('/', '$252F')}",
fg='red')
break
return