def submit(self, problem: Union[str, Problem]) -> Job:
"""Submits a job to execution to the associated Azure Quantum Workspace.
:param problem:
The Problem to solve. It can be an instance of a Problem,
or the URL of an Azure Storage Blob where the serialized version
of a Problem has been uploaded.
"""
## Create a container URL:
job_id = Job.create_job_id()
logger.info(f"Submitting job with id: {job_id}")
container_name = f"job-{job_id}"
if not self.workspace.storage:
# No storage account is passed, in this case, get linked account from the service
container_uri = self.workspace._get_linked_storage_sas_uri(
container_name)
container_client = ContainerClient.from_container_url(
container_uri)
create_container_using_client(container_client)
container_uri = azure.quantum.storage.remove_sas_token(
container_uri)
else:
# Storage account is passed, use it to generate a container_uri
container_uri = azure.quantum.storage.get_container_uri(
self.workspace.storage, container_name)
logger.debug(f"Container URI: {container_uri}")
if isinstance(problem, str):
name = "Optimization problem"
problem_uri = problem
else:
name = problem.name
problem_uri = problem.upload(self.workspace,
compress=True,
container_name=container_name,
blob_name="inputData")
logger.info(
f"Submitting problem '{name}'. Using payload from: '{problem_uri}'"
)
details = JobDetails(id=job_id,
name=name,
container_uri=container_uri,
input_data_format=self.input_data_format,
output_data_format=self.output_data_format,
input_data_uri=problem_uri,
provider_id=self.provider,
target=self.target,
input_params=self.params)
logger.debug(f"==> submitting: {details}")
job = self.workspace.submit_job(Job(self.workspace, details))
return job
def list_jobs(self) -> List[Job]:
client = self._create_jobs_client()
jobs = client.list()
result = []
for j in jobs:
result.append(Job(self, j))
return result
def submit(self,
problem: Union[str, "Problem"],
compress: bool = True) -> Job:
"""Submits a job to execution to the associated
Azure Quantum Workspace.
:param problem:
The Problem to solve. It can be an instance of a Problem,
or the URL of an Azure Storage Blob where the serialized version
of a Problem has been uploaded.
:param compress:
Whether or not to compress the problem when uploading it
the Blob Storage. This input param is not used and will be
deprecated.
"""
if compress == False:
import warnings
warnings.warn("The service no longer accepts payloads that \
are not compressed with gzip encoding. Ignoring compress flag.")
from azure.quantum.optimization import Problem
if isinstance(problem, Problem):
self.check_valid_problem(problem)
return super().submit(input_data=problem,
name=problem.name,
input_params=self.params,
blob_name="inputData",
content_type=problem.content_type)
else:
if hasattr(problem, "uploaded_blob_uri"):
name = problem.name
problem_uri = problem.uploaded_blob_uri
elif isinstance(problem, str):
name = "Optimization problem"
problem_uri = problem
else:
raise ValueError(
"Cannot submit problem: should be of type str, Problem or have uploaded_blob_uri attribute."
)
# Create job from storage URI
job = Job.from_storage_uri(
workspace=self.workspace,
name=name,
target=self.name,
input_data_uri=problem_uri,
provider_id=self.provider_id,
input_data_format=self.input_data_format,
output_data_format=self.output_data_format,
input_params=self.params)
return job
def list_jobs(self,
name_match: str = None,
status: Optional[JobStatus] = None,
created_after: Optional[datetime] = None) -> List[Job]:
"""Returns list of jobs that meet optional (limited) filter criteria.
:param name_match: regex expression for job name matching
:param status: filter by job status
:param created_after: filter jobs after time of job creation
"""
client = self._create_jobs_client()
jobs = client.list()
result = []
for j in jobs:
deserialized_job = Job(self, j)
if deserialized_job.matches_filter(name_match, status,
created_after):
result.append(deserialized_job)
return result
def __init__(self, backend, azure_job=None, **kwargs) -> None:
"""
A Job running on Azure Quantum
"""
if azure_job is None:
azure_job = Job.from_input_data(
workspace=backend.provider().get_workspace(), **kwargs)
self._azure_job = azure_job
self._workspace = backend.provider().get_workspace()
super().__init__(backend, self._azure_job.id, **kwargs)
def get_job(self, job_id: str) -> Job:
"""Returns the job corresponding to the given id."""
client = self._create_jobs_client()
details = client.get(job_id)
return Job(self, details)
def cancel_job(self, job: Job) -> Job:
client = self._create_jobs_client()
client.cancel(job.details.id)
details = client.get(job.id)
return Job(self, details)
def submit_job(self, job: Job) -> Job:
client = self._create_jobs_client()
details = client.create(job.details.id, job.details)
return Job(self, details)
def get_test_job_id(self):
return ZERO_UID if self.is_playback \
else Job.create_job_id()
def cancel_job(self, job: Job) -> Job:
client = self._create_jobs_client()
client.cancel(job.details.id, custom_headers=self._custom_headers())
details = client.get(job.id, custom_headers=self._custom_headers())
return Job(self, details)
def submit_job(self, job: Job) -> Job:
client = self._create_jobs_client()
details = client.create(job.details.id,
job.details,
custom_headers=self._custom_headers())
return Job(self, details)
def get_dummy_job_id(self):
if self.in_recording or self.is_live:
return Job.create_job_id()
return self.dummy_uid