def step(self, name: str):
assert name not in self.timings
d: Dict[str, int] = dict()
self.timings[name] = d
d['start_time'] = time_msecs()
yield
d['finish_time'] = time_msecs()
d['duration'] = d['finish_time'] - d['start_time']
async def post_job_complete_1(self, job, run_duration):
full_status = await retry_all_errors(
f'error while getting status for {job}')(job.status)
if job.format_version.has_full_status_in_gcs():
await retry_all_errors(
f'error while writing status file to gcs for {job}')(
self.log_store.write_status_file, job.batch_id, job.job_id,
job.attempt_id, json.dumps(full_status))
db_status = job.format_version.db_status(full_status)
status = {
'batch_id': full_status['batch_id'],
'job_id': full_status['job_id'],
'attempt_id': full_status['attempt_id'],
'state': full_status['state'],
'start_time': full_status['start_time'],
'end_time': full_status['end_time'],
'status': db_status
}
body = {'status': status}
start_time = time_msecs()
delay_secs = 0.1
while True:
try:
async with aiohttp.ClientSession(
raise_for_status=True,
timeout=aiohttp.ClientTimeout(total=5)) as session:
await session.post(deploy_config.url(
'batch-driver', '/api/v1alpha/instances/job_complete'),
json=body,
headers=self.headers)
return
except asyncio.CancelledError: # pylint: disable=try-except-raise
raise
except Exception as e:
if isinstance(e,
aiohttp.ClientResponseError) and e.status == 404: # pylint: disable=no-member
raise
log.exception(f'failed to mark {job} complete, retrying')
# unlist job after 3m or half the run duration
now = time_msecs()
elapsed = now - start_time
if (job.id in self.jobs and elapsed > 180 * 1000
and elapsed > run_duration / 2):
log.info(
f'too much time elapsed marking {job} complete, removing from jobs, will keep retrying'
)
del self.jobs[job.id]
self.last_updated = time_msecs()
await asyncio.sleep(delay_secs * random.uniform(0.7, 1.3))
# exponentially back off, up to (expected) max of 2m
delay_secs = min(delay_secs * 2, 2 * 60.0)
async def run(self):
app_runner = None
site = None
try:
app = web.Application(client_max_size=HTTP_CLIENT_MAX_SIZE)
app.add_routes([
web.post('/api/v1alpha/batches/jobs/create', self.create_job),
web.delete(
'/api/v1alpha/batches/{batch_id}/jobs/{job_id}/delete',
self.delete_job),
web.get('/api/v1alpha/batches/{batch_id}/jobs/{job_id}/log',
self.get_job_log),
web.get('/api/v1alpha/batches/{batch_id}/jobs/{job_id}/status',
self.get_job_status),
web.get('/healthcheck', self.healthcheck)
])
app_runner = web.AppRunner(app)
await app_runner.setup()
site = web.TCPSite(app_runner, '0.0.0.0', 5000)
await site.start()
try:
await asyncio.wait_for(self.activate(),
MAX_IDLE_TIME_MSECS / 1000)
except asyncio.TimeoutError:
log.exception(
f'could not activate after trying for {MAX_IDLE_TIME_MSECS} ms, exiting'
)
else:
idle_duration = time_msecs() - self.last_updated
while self.jobs or idle_duration < MAX_IDLE_TIME_MSECS:
log.info(
f'n_jobs {len(self.jobs)} free_cores {self.cpu_sem.value / 1000} idle {idle_duration}'
)
await asyncio.sleep(15)
idle_duration = time_msecs() - self.last_updated
log.info(f'idle {idle_duration} ms, exiting')
async with get_context_specific_ssl_client_session(
raise_for_status=True,
timeout=aiohttp.ClientTimeout(total=60)) as session:
# Don't retry. If it doesn't go through, the driver
# monitoring loops will recover. If the driver is
# gone (e.g. testing a PR), this would go into an
# infinite loop and the instance won't be deleted.
await session.post(deploy_config.url(
'batch-driver', '/api/v1alpha/instances/deactivate'),
headers=self.headers)
log.info('deactivated')
finally:
log.info('shutting down')
if site:
await site.stop()
log.info('stopped site')
if app_runner:
await app_runner.cleanup()
log.info('cleaned up app runner')
async def check_on_instance(self, instance):
active_and_healthy = await instance.check_is_active_and_healthy()
if active_and_healthy:
return
try:
spec = await self.compute_client.get(
f'/zones/{instance.zone}/instances/{instance.name}')
except aiohttp.ClientResponseError as e:
if e.status == 404:
await self.remove_instance(instance, 'does_not_exist')
return
raise
# PROVISIONING, STAGING, RUNNING, STOPPING, TERMINATED
gce_state = spec['status']
log.info(f'{instance} gce_state {gce_state}')
if (gce_state == 'PROVISIONING' and instance.state == 'pending'
and time_msecs() - instance.time_created > 5 * 60 * 1000):
log.exception(
f'{instance} did not provision within 5m after creation, deleting'
)
await self.call_delete_instance(instance, 'activation_timeout')
if gce_state in ('STOPPING', 'TERMINATED'):
log.info(
f'{instance} live but stopping or terminated, deactivating')
await instance.deactivate('terminated')
if gce_state in ('STAGING', 'RUNNING'):
last_start_timestamp = spec.get('lastStartTimestamp')
assert last_start_timestamp is not None, f'lastStartTimestamp does not exist {spec}'
last_start_time_msecs = dateutil.parser.isoparse(
last_start_timestamp).timestamp() * 1000
if instance.state == 'pending' and time_msecs(
) - last_start_time_msecs > 5 * 60 * 1000:
log.exception(
f'{instance} did not activate within 5m after starting, deleting'
)
await self.call_delete_instance(instance, 'activation_timeout')
if instance.state == 'inactive':
log.info(f'{instance} is inactive, deleting')
await self.call_delete_instance(instance, 'inactive')
await instance.update_timestamp()
async def update_timestamp(self):
now = time_msecs()
await self.db.execute_update('UPDATE instances SET last_updated = %s WHERE name = %s;', (now, self.name))
self.inst_coll.adjust_for_remove_instance(self)
self._last_updated = now
self.inst_coll.adjust_for_add_instance(self)
async def check(instance):
since_last_updated = time_msecs() - instance.last_updated
if since_last_updated > 60 * 1000:
log.info(
f'checking on {instance}, last updated {since_last_updated / 1000}s ago'
)
await self.check_on_instance(instance)
async def check_on_instance(self, instance):
active_and_healthy = await instance.check_is_active_and_healthy()
if active_and_healthy:
return
try:
spec = await self.compute_client.get(
f'/zones/{instance.zone}/instances/{instance.name}')
except aiohttp.ClientResponseError as e:
if e.status == 404:
await self.remove_instance(instance, 'does_not_exist')
return
raise
# PROVISIONING, STAGING, RUNNING, STOPPING, TERMINATED
gce_state = spec['status']
log.info(f'{instance} gce_state {gce_state}')
if gce_state in ('STOPPING', 'TERMINATED'):
log.info(
f'{instance} live but stopping or terminated, deactivating')
await instance.deactivate('terminated')
if (gce_state in ('STAGING', 'RUNNING') and instance.state == 'pending'
and time_msecs() - instance.time_created > 5 * 60 * 1000):
# FIXME shouldn't count time in PROVISIONING
log.info(f'{instance} did not activate within 5m, deleting')
await self.call_delete_instance(instance, 'activation_timeout')
if instance.state == 'inactive':
log.info(f'{instance} is inactive, deleting')
await self.call_delete_instance(instance, 'inactive')
await instance.update_timestamp()
async def cancel_with_error_handling(app, batch_id, job_id,
attempt_id, instance_name,
id):
try:
resources = []
end_time = time_msecs()
await mark_job_complete(
app,
batch_id,
job_id,
attempt_id,
instance_name,
'Cancelled',
None,
None,
end_time,
'cancelled',
resources,
)
instance = self.inst_coll_manager.get_instance(
instance_name)
if instance is None:
log.warning(
f'in cancel_cancelled_creating_jobs: unknown instance {instance_name}'
)
return
await instance.inst_coll.call_delete_instance(
instance, 'cancelled')
except Exception:
log.info(
f'cancelling creating job {id} on instance {instance_name}',
exc_info=True)
async def mark_job_complete(app, batch_id, job_id, attempt_id, instance_name,
new_state, status, start_time, end_time, reason,
resources):
scheduler_state_changed: Notice = app['scheduler_state_changed']
cancel_ready_state_changed: asyncio.Event = app[
'cancel_ready_state_changed']
db: Database = app['db']
inst_coll_manager: 'InstanceCollectionManager' = app['inst_coll_manager']
task_manager: BackgroundTaskManager = app['task_manager']
id = (batch_id, job_id)
log.info(f'marking job {id} complete new_state {new_state}')
now = time_msecs()
try:
rv = await db.execute_and_fetchone(
'CALL mark_job_complete(%s, %s, %s, %s, %s, %s, %s, %s, %s, %s);',
(batch_id, job_id, attempt_id, instance_name, new_state,
json.dumps(status) if status is not None else None, start_time,
end_time, reason, now))
except Exception:
log.exception(
f'error while marking job {id} complete on instance {instance_name}'
)
raise
scheduler_state_changed.notify()
cancel_ready_state_changed.set()
instance = None
if instance_name:
instance = inst_coll_manager.get_instance(instance_name)
if instance:
if rv['delta_cores_mcpu'] != 0 and instance.state == 'active':
# may also create scheduling opportunities, set above
instance.adjust_free_cores_in_memory(rv['delta_cores_mcpu'])
else:
log.warning(f'mark_complete for job {id} from unknown {instance}')
await add_attempt_resources(db, batch_id, job_id, attempt_id, resources)
if rv['rc'] != 0:
log.info(f'mark_job_complete returned {rv} for job {id}')
return
old_state = rv['old_state']
if old_state in complete_states:
log.info(f'old_state {old_state} complete for job {id}, doing nothing')
# already complete, do nothing
return
log.info(f'job {id} changed state: {rv["old_state"]} => {new_state}')
await notify_batch_job_complete(db, batch_id)
if instance and not instance.inst_coll.is_pool and instance.state == 'active':
task_manager.ensure_future(instance.kill())
async def post_job_complete(self, job, run_duration):
try:
await self.post_job_complete_1(job, run_duration)
finally:
log.info(f'{job} marked complete, removing from jobs')
if job.id in self.jobs:
del self.jobs[job.id]
self.last_updated = time_msecs()
async def monitor_instances(self):
if self.instances_by_last_updated:
# 0 is the smallest (oldest)
instance = self.instances_by_last_updated[0]
since_last_updated = time_msecs() - instance.last_updated
if since_last_updated > 60 * 1000:
log.info(f'checking on {instance}, last updated {since_last_updated / 1000}s ago')
await self.check_on_instance(instance)
def __init__(self, transfer: Union[Transfer, List[Transfer]]):
self._start_time = time_msecs()
self._end_time = None
self._duration = None
if isinstance(transfer, Transfer):
self._transfer_report = TransferReport(transfer)
else:
self._transfer_report = [TransferReport(t) for t in transfer]
self._exception: Optional[Exception] = None
async def __aenter__(self):
if self.container.job.deleted:
raise JobDeletedError()
if self.state:
log.info(f'{self.container} state changed: {self.container.state} => {self.state}')
self.container.state = self.state
self.timing = {}
self.timing['start_time'] = time_msecs()
self.container.timing[self.name] = self.timing
async def activate_instance_1(request, instance):
body = await request.json()
ip_address = body['ip_address']
log.info(f'activating {instance}')
timestamp = time_msecs()
token = await instance.activate(ip_address, timestamp)
await instance.mark_healthy()
return web.json_response({'token': token})
def __init__(self):
self.cores_mcpu = CORES * 1000
self.last_updated = time_msecs()
self.cpu_sem = FIFOWeightedSemaphore(self.cores_mcpu)
self.pool = concurrent.futures.ThreadPoolExecutor()
self.jobs = {}
# filled in during activation
self.log_store = None
self.headers = None
async def post_job_complete(self, job):
try:
await self.post_job_complete_1(job)
except Exception:
log.exception(f'error while marking {job} complete', stack_info=True)
finally:
log.info(f'{job} marked complete, removing from jobs')
if job.id in self.jobs:
del self.jobs[job.id]
self.last_updated = time_msecs()
async def post_create_resource(request, userdata): # pylint: disable=unused-argument
db = request.app['db']
storage_client = request.app['storage_client']
checked_csrf = False
attachments = {}
post = {}
reader = aiohttp.MultipartReader(request.headers, request.content)
while True:
part = await reader.next() # pylint: disable=not-callable
if not part:
break
if part.name == '_csrf':
# check csrf token
# form fields are delivered in ordrer, the _csrf hidden field should appear first
# https://stackoverflow.com/questions/7449861/multipart-upload-form-is-order-guaranteed
token1 = request.cookies.get('_csrf')
token2 = await part.text()
if token1 is None or token2 is None or token1 != token2:
log.info('request made with invalid csrf tokens')
raise web.HTTPUnauthorized()
checked_csrf = True
elif part.name == 'file':
if not checked_csrf:
raise web.HTTPUnauthorized()
filename = part.filename
if not filename:
continue
attachment_id = secret_alnum_string()
async with await storage_client.insert_object(
BUCKET, f'atgu/attachments/{attachment_id}') as f:
while True:
chunk = await part.read_chunk()
if not chunk:
break
await f.write(chunk)
attachments[attachment_id] = filename
else:
post[part.name] = await part.text()
if not checked_csrf:
raise web.HTTPUnauthorized()
now = time_msecs()
id = await db.execute_insertone(
'''
INSERT INTO `atgu_resources` (`time_created`, `title`, `description`, `contents`, `tags`, `attachments`, `time_updated`)
VALUES (%s, %s, %s, %s, %s, %s, %s);
''',
(now, post['title'], post['description'], post['contents'],
post['tags'], json.dumps(attachments), now),
)
return web.HTTPFound(deploy_config.external_url('atgu',
f'/resources/{id}'))
async def main_loop(self):
delay_secs = self.min_delay_secs
while True:
try:
start_time = time_msecs()
while True:
self.event.clear()
should_wait = await self.handler()
if should_wait:
await self.event.wait()
except Exception:
end_time = time_msecs()
log.exception('caught exception in event handler loop')
t = delay_secs * random.uniform(0.7, 1.3)
await asyncio.sleep(t)
ran_for_secs = (end_time - start_time) * 1000
delay_secs = min(max(self.min_delay_secs, 2 * delay_secs - min(0, (ran_for_secs - t) / 2)), 30.0)
async def activate_instance_1(request, instance):
body = await request.json()
ip_address = body['ip_address']
log.info(f'activating {instance}')
timestamp = time_msecs()
token = await instance.activate(ip_address, timestamp)
await instance.mark_healthy()
with open('/gsa-key/key.json', 'r') as f:
key = json.loads(f.read())
return web.json_response({'token': token, 'key': key})
async def delete_orphaned_disks(
compute_client: aiogoogle.GoogleComputeClient,
zones: List[str],
inst_coll_manager: InstanceCollectionManager,
namespace: str,
):
log.info('deleting orphaned disks')
params = {'filter': f'(labels.namespace = {namespace})'}
for zone in zones:
async for disk in await compute_client.list(f'/zones/{zone}/disks',
params=params):
disk_name = disk['name']
instance_name = disk['labels']['instance-name']
instance = inst_coll_manager.get_instance(instance_name)
creation_timestamp_msecs = parse_timestamp_msecs(
disk.get('creationTimestamp'))
last_attach_timestamp_msecs = parse_timestamp_msecs(
disk.get('lastAttachTimestamp'))
last_detach_timestamp_msecs = parse_timestamp_msecs(
disk.get('lastDetachTimestamp'))
now_msecs = time_msecs()
if instance is None:
log.exception(
f'deleting disk {disk_name} from instance that no longer exists'
)
elif last_attach_timestamp_msecs is None and now_msecs - creation_timestamp_msecs > 60 * 60 * 1000:
log.exception(
f'deleting disk {disk_name} that has not attached within 60 minutes'
)
elif last_detach_timestamp_msecs is not None and now_msecs - last_detach_timestamp_msecs > 5 * 60 * 1000:
log.exception(
f'deleting detached disk {disk_name} that has not been cleaned up within 5 minutes'
)
else:
continue
try:
await compute_client.delete_disk(
f'/zones/{zone}/disks/{disk_name}')
except asyncio.CancelledError:
raise
except Exception as e:
if isinstance(e,
aiohttp.ClientResponseError) and e.status == 404: # pylint: disable=no-member
continue
log.exception(
f'error while deleting orphaned disk {disk_name}')
async def create_instance_with_error_handling(
batch_id: int, job_id: int, attempt_id: str, record: dict, id: Tuple[int, int]
):
try:
batch_format_version = BatchFormatVersion(record['format_version'])
spec = json.loads(record['spec'])
machine_spec = batch_format_version.get_spec_machine_spec(spec)
instance, total_resources_on_instance = await self.create_instance(machine_spec)
log.info(f'created {instance} for {(batch_id, job_id)}')
await mark_job_creating(
self.app, batch_id, job_id, attempt_id, instance, time_msecs(), total_resources_on_instance
)
except Exception:
log.exception(f'while creating job private instance for job {id}', exc_info=True)
async def create(app, name, activation_token, worker_cores_mcpu, zone):
db = app['db']
state = 'pending'
now = time_msecs()
token = secrets.token_urlsafe(32)
await db.just_execute(
'''
INSERT INTO instances (name, state, activation_token, token, cores_mcpu, free_cores_mcpu, time_created, last_updated, version, zone)
VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s);
''', (name, state, activation_token, token, worker_cores_mcpu,
worker_cores_mcpu, now, now, INSTANCE_VERSION, zone))
return Instance(app, name, state, worker_cores_mcpu, worker_cores_mcpu,
now, 0, now, None, INSTANCE_VERSION, zone)
async def mark_job_complete(app, batch_id, job_id, attempt_id, instance_name,
new_state, status, start_time, end_time, reason):
scheduler_state_changed = app['scheduler_state_changed']
cancel_ready_state_changed = app['cancel_ready_state_changed']
db = app['db']
inst_pool = app['inst_pool']
id = (batch_id, job_id)
log.info(f'marking job {id} complete new_state {new_state}')
now = time_msecs()
try:
rv = await db.execute_and_fetchone(
'CALL mark_job_complete(%s, %s, %s, %s, %s, %s, %s, %s, %s, %s);',
(batch_id, job_id, attempt_id, instance_name, new_state,
json.dumps(status) if status is not None else None, start_time,
end_time, reason, now))
except Exception:
log.exception(
f'error while marking job {id} complete on instance {instance_name}'
)
raise
scheduler_state_changed.set()
cancel_ready_state_changed.set()
if instance_name:
instance = inst_pool.name_instance.get(instance_name)
if instance:
if rv['delta_cores_mcpu'] != 0 and instance.state == 'active':
# may also create scheduling opportunities, set above
instance.adjust_free_cores_in_memory(rv['delta_cores_mcpu'])
else:
log.warning(f'mark_complete for job {id} from unknown {instance}')
if rv['rc'] != 0:
log.info(f'mark_job_complete returned {rv} for job {id}')
return
old_state = rv['old_state']
if old_state in complete_states:
log.info(f'old_state {old_state} complete for job {id}, doing nothing')
# already complete, do nothing
return
log.info(f'job {id} changed state: {rv["old_state"]} => {new_state}')
await notify_batch_job_complete(app, db, batch_id)
async def create_instance_with_error_handling(
batch_id, job_id, attempt_id, record, id):
try:
batch_format_version = BatchFormatVersion(
record['format_version'])
spec = json.loads(record['spec'])
machine_spec = batch_format_version.get_spec_machine_spec(
spec)
instance, resources = await self.create_instance(
batch_id, job_id, machine_spec)
await mark_job_creating(self.app, batch_id, job_id,
attempt_id, instance,
time_msecs(), resources)
except Exception:
log.info(f'creating job private instance for job {id}',
exc_info=True)
async def create(app, inst_coll, name, activation_token, worker_cores_mcpu, zone, machine_type, preemptible, worker_config: WorkerConfig):
db: Database = app['db']
state = 'pending'
now = time_msecs()
token = secrets.token_urlsafe(32)
await db.just_execute(
'''
INSERT INTO instances (name, state, activation_token, token, cores_mcpu, free_cores_mcpu,
time_created, last_updated, version, zone, inst_coll, machine_type, preemptible, worker_config)
VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s);
''',
(
name,
state,
activation_token,
token,
worker_cores_mcpu,
worker_cores_mcpu,
now,
now,
INSTANCE_VERSION,
zone,
inst_coll.name,
machine_type,
preemptible,
base64.b64encode(json.dumps(worker_config.config).encode()).decode()
),
)
return Instance(
app,
inst_coll,
name,
state,
worker_cores_mcpu,
worker_cores_mcpu,
now,
0,
now,
None,
INSTANCE_VERSION,
zone,
machine_type,
preemptible,
worker_config
)
async def ui_get_job(request, userdata):
app = request.app
db = app['db']
batch_id = int(request.match_info['batch_id'])
job_id = int(request.match_info['job_id'])
user = userdata['username']
job_status = await _get_job(app, batch_id, job_id, user)
attempts = [
attempt async for attempt in db.select_and_fetchall(
'''
SELECT * FROM attempts
WHERE batch_id = %s AND job_id = %s
''', (batch_id, job_id))
]
for attempt in attempts:
start_time = attempt['start_time']
if start_time:
attempt['start_time'] = time_msecs_str(start_time)
else:
del attempt['start_time']
end_time = attempt['end_time']
if end_time is not None:
attempt['end_time'] = time_msecs_str(end_time)
else:
del attempt['end_time']
if start_time is not None:
# elapsed time if attempt is still running
if end_time is None:
end_time = time_msecs()
duration_msecs = max(end_time - start_time, 0)
attempt['duration'] = humanize_timedelta_msecs(duration_msecs)
page_context = {
'batch_id': batch_id,
'job_id': job_id,
'job_log': await _get_job_log(app, batch_id, job_id, user),
'attempts': attempts,
'job_status': json.dumps(job_status, indent=2)
}
return await render_template('batch', request, userdata, 'job.html',
page_context)
async def delete_orphaned_disks(self):
log.info('deleting orphaned disks')
params = {'filter': f'(labels.namespace = {DEFAULT_NAMESPACE})'}
for zone in self.zone_monitor.zones:
async for disk in await self.compute_client.list(
f'/zones/{zone}/disks', params=params):
disk_name = disk['name']
instance_name = disk['labels']['instance-name']
instance = self.inst_coll_manager.get_instance(instance_name)
creation_timestamp_msecs = parse_timestamp_msecs(
disk.get('creationTimestamp'))
last_attach_timestamp_msecs = parse_timestamp_msecs(
disk.get('lastAttachTimestamp'))
last_detach_timestamp_msecs = parse_timestamp_msecs(
disk.get('lastDetachTimestamp'))
now_msecs = time_msecs()
if instance is None:
log.exception(
f'deleting disk {disk_name} from instance that no longer exists'
)
elif (last_attach_timestamp_msecs is None and
now_msecs - creation_timestamp_msecs > 60 * 60 * 1000):
log.exception(
f'deleting disk {disk_name} that has not attached within 60 minutes'
)
elif (last_detach_timestamp_msecs is not None and
now_msecs - last_detach_timestamp_msecs > 5 * 60 * 1000):
log.exception(
f'deleting detached disk {disk_name} that has not been cleaned up within 5 minutes'
)
else:
continue
try:
await self.compute_client.delete_disk(
f'/zones/{zone}/disks/{disk_name}')
except aiohttp.ClientResponseError as e:
if e.status == 404:
continue
log.exception(
f'error while deleting orphaned disk {disk_name}')
async def instance_monitoring_loop(self):
log.info(f'starting instance monitoring loop')
while True:
try:
if self.instances_by_last_updated:
# 0 is the smallest (oldest)
instance = self.instances_by_last_updated[0]
since_last_updated = time_msecs() - instance.last_updated
if since_last_updated > 60 * 1000:
log.info(f'checking on {instance}, last updated {since_last_updated / 1000}s ago')
await self.check_on_instance(instance)
except asyncio.CancelledError: # pylint: disable=try-except-raise
raise
except Exception:
log.exception('in monitor instances loop')
await asyncio.sleep(1)
async def deactivate(self, reason, timestamp=None):
if self._state in ('inactive', 'deleted'):
return
if not timestamp:
timestamp = time_msecs()
await check_call_procedure(self.db,
'CALL deactivate_instance(%s, %s, %s);',
(self.name, reason, timestamp))
self.instance_pool.adjust_for_remove_instance(self)
self._state = 'inactive'
self._free_cores_mcpu = self.cores_mcpu
self.instance_pool.adjust_for_add_instance(self)
# there might be jobs to reschedule
self.scheduler_state_changed.set()
async def _fetch(self, session: httpx.ClientSession) -> Tuple[str, int]:
# https://github.com/Azure/acr/blob/main/docs/AAD-OAuth.md#calling-post-oauth2exchange-to-get-an-acr-refresh-token
data = {
'grant_type': 'access_token',
'service': self.acr_url,
'access_token': await self.aad_access_token.token(session),
}
async with await request_retry_transient_errors(
session,
'POST',
f'https://{self.acr_url}/oauth2/exchange',
headers={'Content-Type': 'application/x-www-form-urlencoded'},
data=data,
timeout=aiohttp.ClientTimeout(total=60), # type: ignore
) as resp:
refresh_token: str = (await resp.json())['refresh_token']
expiration_time_ms = time_msecs(
) + 60 * 60 * 1000 # token expires in 3 hours so we refresh after 1 hour
return refresh_token, expiration_time_ms