def run_with_api(self, api):
"""Creates a new `IBMQJob` instance running with the provided API
object.
"""
self._current_api = api
self._current_qjob = IBMQJob(api, False, qobj=new_fake_qobj())
self._current_qjob.submit()
return self._current_qjob
def run(self, qobj):
"""Run qobj asynchronously.
Args:
qobj (dict): description of job
Returns:
IBMQJob: an instance derived from BaseJob
"""
job = IBMQJob(self._api, not self.configuration['simulator'], qobj=qobj)
job.submit()
return job
def run_with_api(self, api):
"""Creates a new `IBMQJob` instance running with the provided API
object."""
self._current_api = api
self._current_qjob = IBMQJob(Qobj.from_dict(new_fake_qobj()), api,
False)
return self._current_qjob
def retrieve_job(self, job_id):
"""Attempt to get the specified job by job_id
Args:
job_id (str): the job id of the job to retrieve
Returns:
IBMQJob: class instance
Raises:
IBMQBackendError: if retrieval failed
"""
try:
job_info = self._api.get_job(job_id)
if 'error' in job_info:
raise IBMQBackendError('Failed to get job "{}": {}'.format(
job_id, job_info['error']))
except ApiError as ex:
raise IBMQBackendError('Failed to get job "{}":{}'.format(
job_id, str(ex)))
is_device = not bool(self._configuration.get('simulator'))
job = IBMQJob(self._api,
is_device,
job_id=job_info.get('id'),
backend_name=job_info.get('backend').get('name'),
creation_date=job_info.get('creationDate'))
return job
def run(self, q_job):
"""Run q_job asynchronously.
Args:
q_job (QuantumJob): description of job
Returns:
IBMQJob: an instance derived from BaseJob
"""
return IBMQJob(q_job, self._api, not self.configuration['simulator'])
def retrieve_job(self, job_id):
"""Attempt to get the specified job by job_id
Args:
job_id (str): the job id of the job to retrieve
Returns:
IBMQJob: class instance
Raises:
IBMQBackendError: if retrieval failed
"""
job_info = self._api.get_job(job_id)
if 'error' in job_info:
raise IBMQBackendError('failed to get job id "{}"'.format(job_id))
is_device = not bool(self._configuration.get('simulator'))
job = IBMQJob.from_api(job_info, self._api, is_device)
return job
def jobs(self, limit=50, skip=0):
"""Attempt to get the jobs submitted to the backend
Args:
limit (int): number of jobs to retrieve
skip (int): starting index of retrieval
Returns:
list(IBMQJob): list of IBMQJob instances
"""
backend_name = self.configuration['name']
job_info_list = self._api.get_jobs(limit=limit,
skip=skip,
backend=backend_name)
job_list = []
for job_info in job_info_list:
is_device = not bool(self._configuration.get('simulator'))
job = IBMQJob.from_api(job_info, self._api, is_device)
job_list.append(job)
return job_list
class TestIBMQJobStates(JobTestCase):
"""
Test ibmqjob module.
"""
def setUp(self):
self._current_api = None
self._current_qjob = None
def test_unrecognized_status(self):
job = self.run_with_api(UnknownStatusAPI())
with self.assertRaises(JobError):
self.wait_for_initialization(job)
def test_validating_job(self):
job = self.run_with_api(ValidatingAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.VALIDATING)
def test_error_while_creating_job(self):
job = self.run_with_api(ErrorWhileCreatingAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.ERROR)
def test_error_while_validating_job(self):
job = self.run_with_api(ErrorWhileValidatingAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.VALIDATING)
self._current_api.progress()
self.assertEqual(job.status(), JobStatus.ERROR)
def test_status_flow_for_non_queued_job(self):
job = self.run_with_api(NonQueuedAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.RUNNING)
self._current_api.progress()
self.assertEqual(job.status(), JobStatus.DONE)
def test_status_flow_for_queued_job(self):
job = self.run_with_api(QueuedAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.QUEUED)
self._current_api.progress()
self.assertEqual(job.status(), JobStatus.RUNNING)
self._current_api.progress()
self.assertEqual(job.status(), JobStatus.DONE)
def test_status_flow_for_cancellable_job(self):
job = self.run_with_api(CancellableAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.RUNNING)
can_cancel = job.cancel()
self.assertTrue(can_cancel)
self._current_api.progress()
self.assertEqual(job.status(), JobStatus.CANCELLED)
def test_status_flow_for_non_cancellable_job(self):
job = self.run_with_api(NonCancellableAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.RUNNING)
can_cancel = job.cancel()
self.assertFalse(can_cancel)
self._current_api.progress()
self.assertEqual(job.status(), JobStatus.RUNNING)
def test_status_flow_for_errored_cancellation(self):
job = self.run_with_api(ErroredCancellationAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.RUNNING)
can_cancel = job.cancel()
self.assertFalse(can_cancel)
self.assertEqual(job.status(), JobStatus.RUNNING)
def test_status_flow_for_unable_to_run_valid_qobj(self):
"""Contrary to other tests, this one is expected to fail even for a
non-job-related issue. If the API fails while sending a job, we don't
get an id so we can not query for the job status."""
job = self.run_with_api(UnavailableRunAPI())
with self.assertRaises(JobError):
self.wait_for_initialization(job)
with self.assertRaises(JobError):
job.status()
def test_api_throws_temporarily_but_job_is_finished(self):
job = self.run_with_api(
ThrowingNonJobRelatedErrorAPI(errors_before_success=2))
# First time we query the server...
with self.assertRaises(JobError):
# The error happens inside wait_for_initialization, the first time
# it calls to status() after INITIALIZING.
self.wait_for_initialization(job)
# Also an explicit second time...
with self.assertRaises(JobError):
job.status()
# Now the API gets fixed and doesn't throw anymore.
self.assertEqual(job.status(), JobStatus.DONE)
def test_status_flow_for_unable_to_run_invalid_qobj(self):
job = self.run_with_api(RejectingJobAPI())
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.ERROR)
def test_error_while_running_job(self):
job = self.run_with_api(ErrorWhileRunningAPI())
self.assertEqual(job.status(), JobStatus.INITIALIZING)
self.wait_for_initialization(job)
self.assertEqual(job.status(), JobStatus.RUNNING)
self._current_api.progress()
self.assertEqual(job.status(), JobStatus.ERROR)
self.assertEqual(job.error_message(), 'Error running job')
def test_cancelled_result(self):
job = self.run_with_api(CancellableAPI())
self.wait_for_initialization(job)
job.cancel()
self._current_api.progress()
self.assertEqual(job.result().get_status(), 'CANCELLED')
self.assertEqual(job.status(), JobStatus.CANCELLED)
def test_errored_result(self):
job = self.run_with_api(ThrowingGetJobAPI())
self.wait_for_initialization(job)
with self.assertRaises(JobError):
job.result()
def test_completed_result(self):
job = self.run_with_api(NonQueuedAPI())
self.wait_for_initialization(job)
self._current_api.progress()
self.assertEqual(job.result().get_status(), 'COMPLETED')
self.assertEqual(job.status(), JobStatus.DONE)
def test_block_on_result_waiting_until_completed(self):
from concurrent import futures
job = self.run_with_api(NonQueuedAPI())
with futures.ThreadPoolExecutor() as executor:
executor.submit(_auto_progress_api, self._current_api)
result = job.result()
self.assertEqual(result.get_status(), 'COMPLETED')
self.assertEqual(job.status(), JobStatus.DONE)
def test_block_on_result_waiting_until_cancelled(self):
from concurrent.futures import ThreadPoolExecutor
job = self.run_with_api(CancellableAPI())
with ThreadPoolExecutor() as executor:
executor.submit(_auto_progress_api, self._current_api)
result = job.result()
self.assertEqual(result.get_status(), 'CANCELLED')
self.assertEqual(job.status(), JobStatus.CANCELLED)
def test_block_on_result_waiting_until_exception(self):
from concurrent.futures import ThreadPoolExecutor
job = self.run_with_api(ThrowingAPI())
with ThreadPoolExecutor() as executor:
executor.submit(_auto_progress_api, self._current_api)
with self.assertRaises(JobError):
job.result()
def test_never_complete_result_with_timeout(self):
job = self.run_with_api(NonQueuedAPI())
self.wait_for_initialization(job)
with self.assertRaises(JobTimeoutError):
job.result(timeout=0.2)
def test_cancel_while_initializing_fails(self):
job = self.run_with_api(CancellableAPI())
can_cancel = job.cancel()
self.assertFalse(can_cancel)
self.assertEqual(job.status(), JobStatus.INITIALIZING)
def test_only_final_states_cause_datailed_request(self):
from unittest import mock
# The state ERROR_CREATING_JOB is only handled when running the job,
# and not while checking the status, so it is not tested.
all_state_apis = {
'COMPLETED': NonQueuedAPI,
'CANCELLED': CancellableAPI,
'ERROR_VALIDATING_JOB': ErrorWhileValidatingAPI,
'ERROR_RUNNING_JOB': ErrorWhileRunningAPI
}
for status, api in all_state_apis.items():
with self.subTest(status=status):
job = self.run_with_api(api())
self.wait_for_initialization(job)
with suppress(BaseFakeAPI.NoMoreStatesError):
self._current_api.progress()
with mock.patch.object(self._current_api,
'get_job',
wraps=self._current_api.get_job):
job.status()
if status in API_FINAL_STATES:
self.assertTrue(self._current_api.get_job.called)
else:
self.assertFalse(self._current_api.get_job.called)
def wait_for_initialization(self, job, timeout=1):
"""Waits until the job progress from `INITIALIZING` to a different
status.
"""
waited = 0
wait = 0.1
while job.status() == JobStatus.INITIALIZING:
time.sleep(wait)
waited += wait
if waited > timeout:
self.fail(
msg="The JOB is still initializing after timeout ({}s)".
format(timeout))
def run_with_api(self, api):
"""Creates a new `IBMQJob` instance running with the provided API
object.
"""
self._current_api = api
self._current_qjob = IBMQJob(api, False, qobj=new_fake_qobj())
self._current_qjob.submit()
return self._current_qjob
"""
from IBMQuantumExperience import IBMQuantumExperience as IBMQ
import Qconfig
from qiskit.backends.ibmq.ibmqjob import IBMQJob
api = IBMQ(Qconfig.APItoken, Qconfig.config)
batchinfo = False
jobs_last = api.get_jobs(limit=9)
result_list = None
for job in jobs_last:
print('Time is', job['creationDate'])
print('Backend is ', job['backend'])
print('Status is :', job['status'], '\n')
if batchinfo:
batchnr = 1
for batch in jobs_last:
print('\nInfo of batch nr. %d \n' % batchnr)
for qasm in batch['qasms']:
print('Status:', qasm['status'])
if qasm['status'] == 'DONE':
print('Date:', qasm['result']['date'])
batchnr += 1
result = IBMQJob.from_api(jobs_last[-1], api, False).result()
for i in range(7, -1, -1):
result += IBMQJob.from_api(jobs_last[i], api, False).result()
def jobs(self, limit=50, skip=0, status=None, db_filter=None):
"""Attempt to get the jobs submitted to the backend.
Args:
limit (int): number of jobs to retrieve
skip (int): starting index of retrieval
status (None or JobStatus or str): only get jobs with this status,
where status is e.g. `JobStatus.RUNNING` or `'RUNNING'`
db_filter (dict): `loopback-based filter
<https://loopback.io/doc/en/lb2/Querying-data.html>`_.
This is an interface to a database ``where`` filter. Some
examples of its usage are:
Filter last five jobs with errors::
job_list = backend.jobs(limit=5, status=JobStatus.ERROR)
Filter last five jobs with counts=1024, and counts for
states ``00`` and ``11`` each exceeding 400::
cnts_filter = {'shots': 1024,
'qasms.result.data.counts.00': {'gt': 400},
'qasms.result.data.counts.11': {'gt': 400}}
job_list = backend.jobs(limit=5, db_filter=cnts_filter)
Filter last five jobs from 30 days ago::
past_date = datetime.datetime.now() - datetime.timedelta(days=30)
date_filter = {'creationDate': {'lt': past_date.isoformat()}}
job_list = backend.jobs(limit=5, db_filter=date_filter)
Returns:
list(IBMQJob): list of IBMQJob instances
Raises:
IBMQBackendValueError: status keyword value unrecognized
"""
backend_name = self.configuration()['name']
api_filter = {'backend.name': backend_name}
if status:
if isinstance(status, str):
status = JobStatus[status]
if status == JobStatus.RUNNING:
this_filter = {
'status': 'RUNNING',
'infoQueue': {
'exists': False
}
}
elif status == JobStatus.QUEUED:
this_filter = {
'status': 'RUNNING',
'infoQueue.status': 'PENDING_IN_QUEUE'
}
elif status == JobStatus.CANCELLED:
this_filter = {'status': 'CANCELLED'}
elif status == JobStatus.DONE:
this_filter = {'status': 'COMPLETED'}
elif status == JobStatus.ERROR:
this_filter = {'status': {'regexp': '^ERROR'}}
else:
raise IBMQBackendValueError(
'unrecongized value for "status" keyword '
'in job filter')
api_filter.update(this_filter)
if db_filter:
# status takes precendence over db_filter for same keys
api_filter = {**db_filter, **api_filter}
job_info_list = self._api.get_jobs(limit=limit,
skip=skip,
filter=api_filter)
job_list = []
for job_info in job_info_list:
is_device = not bool(self._configuration.get('simulator'))
job = IBMQJob(self._api,
is_device,
job_id=job_info.get('id'),
backend_name=job_info.get('backend').get('name'),
creation_date=job_info.get('creationDate'))
job_list.append(job)
return job_list