def upload_bqm(self, bqm):
"""Upload the specified :term:`BQM` to SAPI, returning a Problem ID
that can be used to submit the BQM to this solver (i.e. call the
`.sample_bqm` method).
Args:
bqm (:class:`~dimod.BinaryQuadraticModel`/bytes-like/file-like):
A binary quadratic model given either as an in-memory
:class:`~dimod.BinaryQuadraticModel` object, or as raw data
(encoded serialized model) in either a file-like or a bytes-like
object.
Returns:
:class:`concurrent.futures.Future`[str]:
Problem ID in a Future. Problem ID can be used to submit
problems by reference.
Note:
To use this method, dimod package has to be installed.
"""
try:
data = bqm_as_file(bqm)
except Exception as e:
logger.debug(
"BQM conversion to file failed with %r, "
"assuming data already encoded.", e)
# assume `bqm` given as file, ready for upload
data = bqm
return self.client.upload_problem_encoded(data)
def _encode_problem_for_upload(self, bqm):
try:
data = bqm_as_file(bqm)
except Exception as e:
logger.debug("BQM conversion to file failed with %r, "
"assuming data already encoded.", e)
# assume `bqm` given as file, ready for upload
data = bqm
return data
def upload(config_file, profile, endpoint, region, client_type, solver_def,
problem_id, format, input_file):
"""Multipart problem upload with cold restart support."""
try:
client = Client.from_config(
config_file=config_file, profile=profile,
endpoint=endpoint, region=region,
client=client_type)
except Exception as e:
click.echo("Invalid configuration: {}".format(e))
return 1
if config_file:
click.echo("Using configuration file: {}".format(config_file))
if profile:
click.echo("Using profile: {}".format(profile))
click.echo("Using endpoint: {}".format(client.endpoint))
click.echo(("Preparing to upload a problem from {!r} "
"in {!r} format.").format(input_file.name, format))
if format == 'coo':
click.echo("Transcoding 'coo' to 'dimodbqm'.")
try:
import dimod
except ImportError: # pragma: no cover
raise RuntimeError("Can't decode 'coo' format without dimod. "
"Re-install the library with 'bqm' support.")
# note: `BQM.from_coo` doesn't support files opened in binary (yet);
# fallback to reopen for now
with open(input_file.name, 'rt') as fp:
bqm = dimod.BinaryQuadraticModel.from_coo(fp)
problem_file = bqm_as_file(bqm)
elif format == 'dimodbqm':
problem_file = input_file
click.echo("Uploading...")
try:
future = client.upload_problem_encoded(
problem=problem_file, problem_id=problem_id)
remote_problem_id = future.result()
except Exception as e:
click.echo(e)
return 2
click.echo("Upload done. Problem ID: {!r}".format(remote_problem_id))
