def __init__(self, worker_count, price, image_id, key_name, instance_type, security_groups): self._free_hosts = BlockingQueue() self.price = price self.worker_count = worker_count self.image_id = image_id self.key_name = key_name self.instance_type = instance_type self.security_groups = security_groups self._ec2 = None self._hosts = [] varz.hosts = varz.ExportedObject(self._hosts) varz.hosts_count = varz.ExportedFunction(lambda: len(self._hosts)) varz.hosts_working_count = varz.ExportedFunction(lambda: len([h for h in self._hosts if h.status == 'working']))
def __init__(self, job, connection, spot_instance_request):
self._status = ''
self._task = None
self._stopped = False
self._queue = BlockingQueue()
self._job = job
self._connection = connection
self._spot_instance_request = spot_instance_request
self._instance = None
self._ssh_client = None
self._sftp_client = None
self._cwd = None
self._log_file_name = os.path.join(flags.logs, self.instance_id() + '.log')
if not os.path.isdir(flags.logs):
os.mkdir(flags.logs)
self._log_file = open(self._log_file_name, 'w+')
class Job(object):
def __init__(self, worker_count, price, image_id, key_name, instance_type, security_groups):
self._free_hosts = BlockingQueue()
self.price = price
self.worker_count = worker_count
self.image_id = image_id
self.key_name = key_name
self.instance_type = instance_type
self.security_groups = security_groups
self._ec2 = None
self._hosts = []
varz.hosts = varz.ExportedObject(self._hosts)
varz.hosts_count = varz.ExportedFunction(lambda: len(self._hosts))
varz.hosts_working_count = varz.ExportedFunction(lambda: len([h for h in self._hosts if h.status == 'working']))
def connection(self):
if not self._ec2:
print 'Connecting to EC2'
aws_access_key, aws_secret_key = utils.read_awssecret()
self._ec2 = boto.connect_ec2(aws_access_key, aws_secret_key)
return self._ec2
def add_workers(self, count):
if count > 0:
print 'Adding %d new spot requests in serverset %s' % (count, flags.serverset)
valid_until = datetime.datetime.utcnow() + datetime.timedelta(days=flags.valid_days)
new_requests = self.connection().request_spot_instances(
price=self.price, image_id=self.image_id, count=count,
security_groups=self.security_groups, valid_until=valid_until.isoformat(),
key_name=self.key_name, instance_type=self.instance_type,
availability_zone_group=flags.availability_zone_group)
for r in new_requests:
r.add_tag('serverset', flags.serverset)
print 'New spot requests %s' % (','.join(r.id for r in new_requests))
# Kick off controller threads for new instances.
for req in new_requests:
host = Host(self, self.connection(), req)
self._hosts.append(host)
host.start()
return new_requests
else:
return []
def start(self):
def run():
# Find existing requests in serverset.
# TODO(tirsen): Support non-spot instances.
active_requests = self.connection().get_all_spot_instance_requests(
filters={'tag:serverset': flags.serverset, 'state': 'active'})
open_requests = self.connection().get_all_spot_instance_requests(
filters={'tag:serverset': flags.serverset, 'state': 'open'})
existing_requests = active_requests + open_requests
print 'Found %d existing spot requests in serverset %s' % (len(existing_requests), flags.serverset)
# Kick off controller threads for existing instances.
for req in existing_requests:
host = Host(self, self.connection(), req)
self._hosts.append(host)
host.start()
# Request new instances.
new_requests = self.add_workers(self.worker_count - len(existing_requests))
# Run the actual job.
try:
self.run()
except StandardError:
traceback.print_exc()
# Terminate all the instances and wait until they are done.
print "Done. Stopping all hosts."
for host in self._hosts:
host.stop()
# Cancel all stop requests and just to be sure also terminate any associated instances.
if flags.terminate_hosts:
requests = self.connection().get_all_spot_instance_requests(filters={'tag:serverset': flags.serverset})
for req in requests:
req.cancel()
instance_ids = [r.instance_id for r in requests if r.instance_id]
if len(instance_ids) > 0:
for reservation in self.connection().get_all_instances(instance_ids):
for instance in reservation.instances:
instance.terminate()
self._thread = threading.Thread(name='job', target=run)
self._thread.start()
def join(self):
self._thread.join()
def get_and_reserve_free_host(self):
return self._free_hosts.take()
def unreserve_host(self, host):
self._free_hosts.put(host)
def execute_on_next_free_host(self, task):
host = self.get_and_reserve_free_host()
host.execute(task)
return task
def init_host(self, host):
"""
Override to initialize host before accepting work. Does nothing by default.
This runs on the hosts controller thread.
"""
pass
def run(self):
"""
Override this to run the actual job. Default does nothing.
"""
pass
class Host(object):
def __init__(self, job, connection, spot_instance_request):
self._status = ''
self._task = None
self._stopped = False
self._queue = BlockingQueue()
self._job = job
self._connection = connection
self._spot_instance_request = spot_instance_request
self._instance = None
self._ssh_client = None
self._sftp_client = None
self._cwd = None
self._log_file_name = os.path.join(flags.logs, self.instance_id() + '.log')
if not os.path.isdir(flags.logs):
os.mkdir(flags.logs)
self._log_file = open(self._log_file_name, 'w+')
def execute(self, task):
"""
Execute on the controller thread for this host. Returns immediately, the task will eventually execute.
"""
varz.tasks_enqueued_count.increment()
varz.task_queue.object.append(task)
task.future.on_completion(lambda(future): varz.task_queue.object.remove(task))
task.future.on_completion(lambda(future): varz.tasks_completed_count.increment())
task.future.on_completion(lambda(future): self.unreserve())
self._queue.put(task)
def refresh_spot_instance_request(self):
self._spot_instance_request = self._connection.get_all_spot_instance_requests(
[self._spot_instance_request.id])[0]
@property
def status(self):
return self._status
def start(self):
def run():
self._status = 'waiting_for_instance'
self.log('Waiting for an instance to get allocated and start up.')
# Wait until we have an instance allocated.
while not self._instance:
time.sleep(10)
self.refresh_spot_instance_request()
if self._spot_instance_request.instance_id:
try:
self._instance = self._connection.get_all_instances(
[self._spot_instance_request.instance_id])[0].instances[0]
except StandardError:
self.log('Error while loading instance info.')
pass
self._status = 'waiting_for_started'
# Wait until we're ready.
while not self._instance.state == 'running':
time.sleep(10)
self._instance.update()
# Wait for start up.
try:
self.wait_for_connection()
except StandardError:
try:
self.log('Failed to connect. Trying to reboot.')
self.reboot()
except StandardError:
self.log('Could not connect after reboot. Terminating instance.')
self._instance.terminate()
# TODO Make new spot request to replace the failed one.
self._status = 'initializing'
# Initialize.
if not flags.skip_init_hosts:
self._job.init_host(self)
self.log('Instance is running. Now accepting work.')
# Start accepting work.
self.unreserve()
while not self._stopped:
self._status = 'waiting_for_work'
self._task = self._queue.take()
self._status = 'working'
self._task.execute(self._job, self)
self._instance.update()
if self._instance.state != 'running':
self.log('Instance stopped. Did the market overbid our spot price?')
self._stopped = True
self._status = 'stopped'
if self._ssh_client:
self._ssh_client.close()
# We're done, shut down the instance (if requested).
if flags.terminate_hosts:
self._status = 'terminating'
self.log('Terminating...')
self._instance.terminate()
self._status = 'terminated'
self._thread = threading.Thread(name='host', target=run)
self._thread.start()
def __repr__(self):
spot_id = self._spot_instance_request.id
instance_id = self._spot_instance_request.instance_id
return "<%s %s %s status=%s task=%s>" % (
self.__class__.__name__, spot_id, instance_id, self._status, repr(self._task))
def stop(self):
if self._stopped:
return
def do_stop(self):
self.log('Stopping...')
self._stopped = True
self.execute(Task(do_stop))
self._thread.join()
def reboot(self):
self._instance.reboot()
self.wait_for_connection()
def wait_for_connection(self):
for tries in reversed(range(10)):
try:
self.ping()
break
except StandardError:
if tries == 0:
raise
time.sleep(10)
def check_command_status(self, cmd, status):
if status:
self.log('Command failed, more info in %s:\n%s' % (self._log_file_name, cmd))
raise StandardError('Command failed: ' + cmd)
def run(self, cmd):
assert threading.current_thread() == self._thread, """Can only run on the hosts controller thread.
Use Job#execute_on_next_free_host or Job#get_and_reserve_free_host and Host#execute to schedule work on the hosts controller thread."""
if self._cwd:
cmd = 'cd %s && %s' % (self._cwd, cmd)
self.log('-> %s' % cmd)
with closing(self.new_channel()) as channel:
channel.exec_command(cmd)
status = channel.recv_exit_status()
self.check_command_status(cmd, status)
def sudo(self, cmd):
self.run('sudo %s' % cmd)
def install_packages(self, packages):
self.sudo('apt-get -y install %s' % ' '.join(packages))
def put(self, localpath, remotepath, excludes=[]):
self.log('Transferring %s to %s' % (localpath, remotepath))
sftp = self.get_sftp_client()
sftp.put(localpath, remotepath, confirm=False)
sftp.chmod(remotepath, os.stat(localpath).st_mode)
def put_dir(self, localpath, remotepath, excludes=[]):
"""
Tar a directory recursively to an untar pipe over ssh. Paramiko doesn't seem to handle pipelining very well.
"""
self.log('Transferring directory %s to %s' % (localpath, remotepath))
ssh = self.get_ssh_client()
self.mkdirs(remotepath)
stdin, stdout, stderr = ssh.exec_command('cd %s && tar vxf -' % remotepath)
try:
self.pump_stream(stderr)
z = tarfile.TarFile(fileobj=stdin, mode='w')
def tar_recursively(path, name):
self.log('%s -> %s' % (path, name))
if os.path.isfile(path):
z.add(path, arcname=name)
if os.path.isdir(path):
for e in os.listdir(path):
if not e in excludes:
tar_recursively(os.path.join(path, e), name + '/' + e)
tar_recursively(localpath, '')
finally:
stdin.close()
stdout.close()
stderr.close()
def mkdirs(self, remotepath):
self.run('mkdir -p %s' % remotepath)
def get_ssh_client(self):
if not self._ssh_client:
for tries in reversed(range(5)):
try:
self._ssh_client = paramiko.SSHClient()
self._ssh_client.set_missing_host_key_policy(paramiko.WarningPolicy())
self._ssh_client.connect(self._instance.dns_name, username='******', key_filename=flags.privatekey)
break
except StandardError:
# Retrying.
self._sftp_client = None
self._ssh_client = None
if tries == 0:
raise
return self._ssh_client
def get_sftp_client(self):
if not self._sftp_client:
for tries in reversed(range(5)):
try:
self._sftp_client = self.get_ssh_client().get_transport().open_sftp_client()
except StandardError:
# Retrying.
self._sftp_client = None
self._ssh_client = None
if tries == 0:
raise
return self._sftp_client
def new_channel(self):
for tries in reversed(range(5)):
try:
channel = self.get_ssh_client().get_transport().open_session()
channel.set_combine_stderr(True)
self.pump_stream(channel.makefile())
return channel
except StandardError:
# Retrying.
self._sftp_client = None
self._ssh_client = None
if tries == 0:
raise
def pump_stream(self, f):
def pump():
for line in f:
self._log_file.write(line)
threading.Thread(target=pump).start()
def log(self, msg):
"""
Log a message and if called from an except class will also print the stack trace.
"""
sys.stdout.write('[%s] %s\n' % (self.instance_id(), msg))
self._log_file.write(msg)
self._log_file.flush()
if sys.exc_info()[0]:
traceback.print_exc(sys.stderr)
traceback.print_exc(self._log_file)
def instance_id(self):
if not self._instance:
return str(self._spot_instance_request.id)
else:
return str(self._instance.id)
def ping(self):
self.run('echo hello')
@contextmanager
def cd(self, dir):
prev = self._cwd
self._cwd = dir
yield
self._cwd = prev
def rsync(self, localdir, remotedir, excludes=[], safe_links=False):
self.mkdirs(remotedir)
if safe_links:
safe_links = '--safe-links'
else:
safe_links = ''
cmd = 'rsync -avz -e "ssh -i %(privatekey)s -o \\"StrictHostKeyChecking no\\"" %(excludes)s %(safe_links)s %(localdir)s %(username)s@%(host)s:%(remotedir)s ' % {
'localdir': localdir, 'remotedir': remotedir, 'privatekey': flags.privatekey, 'username': '******',
'host': self._instance.dns_name, 'excludes': ' '.join(['--exclude=%s' % e for e in excludes]),
'safe_links': safe_links}
self.log('(local)-> %s' % cmd)
p = subprocess.Popen(cmd, shell=True)
# TODO Log stdout/err of this to log file.
status = p.wait()
self.check_command_status(cmd, status)
def unreserve(self):
if not self._stopped:
self._job.unreserve_host(self)
def join(self):
self._thread.join()
