strangeworks_optimization package¶

Submodules¶

strangeworks_optimization.optimizer module¶

class StrangeworksOptimizer(model: Any | None = None, solver: Any | None = None, options: AquilaParameterModel | DwaveLeapParameterModel | DwaveSamplerParameterModel | FujitsuParameterModel | GurobiParameterModel | HitachiParameterModel | JijLeapHybridCQMParameterModel | JijSAParameterModel | JijSQAParameterModel | NECParameterModel | QuantagoniaParameterModel | ToshibaParameterModel | None = None, solution: Any | None = None, resource_slug: str | None = None, tags: List[str] | None = None)¶

Bases: object

Strangeworks optimization controller.

backends() → Backend | None¶: List of optimization backends.

check_parameter_model_compatibility(provider: str, solver: str, parameter_model: Any) → bool¶

download_input_file(sw_job_slug) → StrangeworksOptimizationJob¶

download_input_model(sw_job_slug, download_remote=False)¶

download_input_model_from_url(file_url)¶

get_options(provider: str, solver: str, solver_options: dict[str, Any]) → AquilaParameterModel | DwaveLeapParameterModel | DwaveSamplerParameterModel | FujitsuParameterModel | GurobiParameterModel | HitachiParameterModel | JijLeapHybridCQMParameterModel | JijSAParameterModel | JijSQAParameterModel | NECParameterModel | QuantagoniaParameterModel | ToshibaParameterModel¶

job: Job | None = None¶

jobs_by_tag(tags: List[str], andor: str = 'AND')¶

Return all of the jobs with the given tags

Parameters:

tags: List[str]: List of tags to filter the jobs by.
andor: str: The logical operator to use for the tags. Can be either “AND” or “OR”.

model: StrangeworksModel | None = None¶

print_deprecated_version_message = True¶

property resource_slug¶: !! processed by numpydoc !!

results(sw_job_slug)¶

run() → Job | None¶

run_batch(batch_file: str) → dict[str, Job]¶

solution: StrangeworksSolution | None = None¶

solver: StrangeworksSolver | None = None¶

status(sw_job_slug) → Status¶

tags: List[str] | None = None¶

upload_model(model, filename: str | None = None, description: str | None = None) → RemoteFile¶

Uploads the model to Strangeworks and returns the slug of the uploaded file.

Parameters:

model: Any: The model to be uploaded. This will be parsed into a StrangeworksOptimizationModel. To ensure that we support the type, and to make it easy to work with the model on the service side.
To-Do:
filename: str (optional): The filename to use for the uploaded file. If not provided, a random filename will be used. This will make it easier for users to understand what their workspace files are.
description: str (optional): A description of the file to be uploaded. This will be used to help users understand what the file is for, and to help them understand what the file is for.

Module contents¶