def confirm_evaluation(self, job) -> bool:
if in_test():
status = JOB_STATUS_CREATED
ret = True
elif dbox(job).confirmed:
log.info(f'Job already confirmed ' f'{box2json(job)}')
status = JOB_STATUS_CREATED
ret = True
else:
url = f'{job.botleague_liaison_host}/confirm'
json = {'eval_key': job.eval_spec.eval_key}
log.info(f'Confirming eval {json} at {url}...')
confirmation = requests.post(url, json=json)
if 400 <= confirmation.status_code < 500:
status = JOB_STATUS_DENIED_CONFIRMATION
log.error('Botleague denied confirmation of job, skipping')
ret = False
elif not confirmation.ok:
status = JOB_STATUS_CREATED
log.error('Unable to confirm job with botleague liaison, '
'will try again shortly')
ret = False
else:
status = JOB_STATUS_CREATED
log.success(f'Confirmed eval job ' f'{box2json(job)} at {url}')
ret = True
job.status = status
job.confirmed = ret
self.save_job(job)
return ret
def add_stackdriver_sink(loguru_logger, log_name):
"""Google cloud log sink in "Global" i.e.
https://console.cloud.google.com/logs/viewer?project=silken-impulse-217423&minLogLevel=0&expandAll=false&resource=global
"""
global stackdriver_client
if not in_test() and stackdriver_client is None and \
not blconfig.disable_cloud_log_sinks:
stackdriver_client = gcloud_logging.Client()
stackdriver_logger = stackdriver_client.logger(log_name)
def sink(message):
record = message.record
level = str(record['level'])
if level == 'SUCCESS':
severity = 'NOTICE'
elif level == 'TRACE':
# Nothing lower than DEBUG in stackdriver
severity = 'DEBUG'
elif level == 'EXCEPTION':
severity = 'ERROR'
elif level in VALID_STACK_DRIVER_LEVELS:
severity = level
else:
severity = 'INFO'
if not in_test():
stackdriver_logger.log_text(message, severity=severity)
loguru_logger.add(sink)
def start_instance(self, inst):
if in_test():
log.warning('Not starting instance in test')
else:
op = self.gce.instances().start(project=self.project,
zone=self.zone,
instance=inst.name).execute()
self.gce_ops_in_progress.append(op)
def add_slack_error_sink(loguru_logger, channel: str, log_name: str = ''):
if 'TEST_ALERTS' not in os.environ and (in_test() or
blconfig.disable_cloud_log_sinks):
loguru_logger.info('Not adding slack notifier')
return
client = slack.WebClient(token=decrypt_db_key('SLACK_ERROR_BOT_TOKEN'))
msg_hashes = defaultdict(SlackMsgHash)
def sink(message):
import hashlib
level = str(message.record['level'])
def send_message():
# Basic data types in closure are immutable
msg_copy = copy(message)
if len(msg_copy) > 1000:
msg_copy = upload_to_gcs(msg_copy)
else:
msg_copy = f'```{msg_copy}```'
message_plus_count = f'{msg_copy}\n' \
f'Message duplicates in this process ' \
f'{msg_hashes[msg_hash].count}'
if log_name:
message_plus_count = f'*{log_name}*\n{message_plus_count}'
response = client.chat_postMessage(
channel=channel,
text=message_plus_count,
)
msg_hashes[msg_hash].last_notified = time.time()
# assert response["ok"]
# assert response["message"]["text"] == message
def upload_to_gcs(msg_copy):
log_time = message.record['time'].isoformat().replace(':', '')
rando = utils.generate_rand_alphanumeric(10)
log_url = upload.upload_str(name=f'{log_time}_{rando}.txt',
content=msg_copy,
bucket_name='deepdrive-alert-logs')
# Truncate message for slack
msg_copy = f'```{msg_copy[:500]}\n...\n{msg_copy[-500:]}```' \
f'\nFull message: {log_url}'
return msg_copy
if level in ['ERROR', 'CRITICAL', 'ALERT', 'EMERGENCY']:
text = message.record['message']
msg_hash = hashlib.md5(text.encode()).hexdigest()
if msg_hash in msg_hashes:
last_notified = msg_hashes[msg_hash].last_notified
if time.time() - last_notified > 60 * 5:
send_message()
else:
send_message()
msg_hashes[msg_hash].count += 1
loguru_logger.add(sink)
def create_instance(self, current_instances):
if in_test():
log.warning('Not creating instance in test')
return None
instance_name = self.get_next_instance_name(current_instances)
config_path = os.path.join(ROOT, INSTANCE_CONFIG_PATH)
config = Box.from_json(filename=config_path)
# TODO: If job is CI, no GPU needed, but maybe more CPU
config.name = instance_name
config.disks[0].deviceName = instance_name
create_op = Box(
self.gce.instances().insert(project=self.project,
zone=self.zone,
body=config.to_dict()).execute())
return create_op
def sink(message):
record = message.record
level = str(record['level'])
if level == 'SUCCESS':
severity = 'NOTICE'
elif level == 'TRACE':
# Nothing lower than DEBUG in stackdriver
severity = 'DEBUG'
elif level == 'EXCEPTION':
severity = 'ERROR'
elif level in VALID_STACK_DRIVER_LEVELS:
severity = level
else:
severity = 'INFO'
if not in_test():
stackdriver_logger.log_text(message, severity=severity)
def fetch_instance_id() -> Tuple[str, bool]:
if in_test() or 'INSTANCE_ID' in os.environ:
ret = os.environ['INSTANCE_ID']
is_real = False
else:
try:
ret = requests.get(f'{METADATA_URL}/id',
headers={
'Metadata-Flavor': 'Google'
}).text
log.success('INSTANCE_ID: ' + ret)
except Exception as e:
log.error('Unable to get GCP instance metadata. '
'Are you on GCP? If not, you can manually'
' set the INSTANCE_ID'
' in your env for testing purposes.')
exit(1)
is_real = True
return ret, is_real
def stop_old_containers_if_running(self):
containers = self.docker.containers.list()
def is_botleague(_container):
tags = _container.image.attrs['RepoTags']
if tags:
image_name = tags[0]
if (image_name.startswith('deepdriveio/deepdrive:problem_')
or image_name.startswith('deepdriveio/deepdrive:bot_')
or image_name
== 'deepdriveio/private:deepdrive-sim-package' or
image_name == 'deepdriveio/ue4-deepdrive-deps:latest'):
return True
return False
for container in containers:
if container.status == 'running' and is_botleague(container) and \
not in_test():
container.stop()
def exit(self):
self.release_semaphore()
if in_test():
log.info('Not exiting in test')
return
elif self.caught_exception:
log.error('Exiting due to caught exception')
status = 100
elif self.caught_sigint:
log.warning('Exiting due to caught sigint')
status = 101
elif self.caught_sigterm:
log.warning('Exiting due to caught sigterm')
status = 102
else:
log.error('Unexpected reason for exit')
status = 1
log.warning(f'Exiting with status {status}')
# http://tldp.org/LDP/abs/html/exitcodes.html
sys.exit(status)
def send_results(job):
if in_test():
return
else:
try:
log.info(f'Sending results for job \n' f'{box2json(job)}')
# Nested custom retry to deal with 409's
results_resp = post_results_with_retries(
url=f'{job.botleague_liaison_host}/results',
json=dict(eval_key=job.eval_spec.eval_key,
results=job.results))
if not results_resp.ok:
log.error(f'Error posting results back to botleague: '
f'{results_resp}')
else:
json_resp = results_resp.json()
log.success(
f'Successfully posted to botleague! response:\n'
f'{json.dumps(json_resp, indent=2)}')
except Exception:
# TODO: Create an alert on this log message
log.exception('Possible problem sending results back to '
'liaison.')
def should_mock_github(self):
return 'SHOULD_MOCK_GITHUB' in os.environ or in_test() or self.dry_run
def should_mock_gcs(self):
return 'SHOULD_MOCK_GCS' in os.environ or in_test() or self.dry_run
def min_search_date(self):
return '2019-05-07T19:47:27Z' if in_test() else \
'2019-08-15T01:42:05Z'
def sleep_one_second(self):
time.sleep(1) if not (in_test() or self.kill_now) else None
def ping_cronitor(state):
if in_test():
return
else:
log.trace(f'Pinging cronitor with {state}')
requests.get('https://cronitor.link/MJ8I4x/%s' % state, timeout=10)
