idmtools.entities.iplatform module¶

Here we define the Platform interface.

IPlatform is responsible for all the communication to our platform and translation from idmtools objects to platform specific objects and vice versa.

class idmtools.entities.iplatform.IPlatform(*args, **kwargs)¶

Bases: IItem, CacheEnabled

Interface defining a platform.

A platform needs to implement basic operation such as:

Creating experiment
Creating simulation
Commissioning
File handling

platform_type_map: Dict[Type, ItemType] = None¶: Maps the platform types to idmtools types

supported_types: Set[ItemType]¶

validate_inputs_types() → NoReturn¶

Validate user inputs and case attributes with the correct data types.

Returns:: None

get_item(item_id: Union[str, UUID], item_type: Optional[ItemType] = None, force: bool = False, raw: bool = False, **kwargs) → Optional[Union[Experiment, Suite, Simulation, IWorkflowItem, AssetCollection]]¶

Retrieve an object from the platform.

This function is cached; force allows you to force the refresh of the cache. If no object_type is passed, the function will try all the types (experiment, suite, simulation).

Parameters:

item_id – The ID of the object to retrieve.
item_type – The type of the object to be retrieved.
force – If True, force the object fetching from the platform.
raw – Return either an idmtools object or a platform object.

Returns:

The object found on the platform or None.

Raises:

ValueError – If the item type is not supported
UnknownItemException – If the item type is not found on platform

get_children(item_id: UUID, item_type: ItemType, force: bool = False, raw: bool = False, item: Optional[Any] = None, **kwargs) → Any¶

Retrieve the children of a given object.

Parameters:

item_id – The ID of the object for which we want the children.
force – If True, force the object fetching from the platform.
raw – Return either an idmtools object or a platform object.
item_type – Pass the type of the object for quicker retrieval.
item – optional platform or idm item to use instead of loading

Returns:

The children of the object or None.

get_children_by_object(parent: IEntity) → List[IEntity]¶

Returns a list of children for an entity.

Parameters:: parent – Parent object
Returns:: List of children

get_parent_by_object(child: IEntity) → IEntity¶

Parent of object.

Parameters:: child – Child object to find parent for
Returns:: Returns parent object

get_parent(item_id: UUID, item_type: Optional[ItemType] = None, force: bool = False, raw: bool = False, **kwargs)¶

Retrieve the parent of a given object.

Parameters:

item_id – The ID of the object for which we want the parent.
force – If True, force the object fetching from the platform.
raw – Return either an idmtools object or a platform object.
item_type – Pass the type of the object for quicker retrieval.

Returns:

The parent of the object or None.

get_cache_key(force, item_id, item_type, kwargs, raw, prefix='p')¶

Get cache key for an item.

Parameters:

force – Should we force the load
item_id – Item id
item_type – Item type
kwargs – Kwargs
raw – Should we use raw storage?
prefix – Prefix for the item

Returns:

Cache Key

create_items(items: Union[List[IEntity], IEntity], **kwargs) → List[IEntity]¶

Create items (simulations, experiments, or suites) on the platform.

The function will batch the items based on type and call the self._create_batch for creation.

Parameters:

items – The list of items to create.
kwargs – Extra arguments

Returns:

List of item IDs created.

run_items(items: Union[IEntity, List[IEntity]], **kwargs)¶

Run items on the platform.

Parameters:: items – Items to run
Returns:: None

validate_item_for_analysis(item: object, analyze_failed_items=False)¶

Check if item is valid for analysis.

Parameters:

item – Which item to flatten
analyze_failed_items – bool

Returns: bool

flatten_item(item: object, **kwargs) → List[object]¶

Flatten an item: resolve the children until getting to the leaves.

For example, for an experiment, will return all the simulations. For a suite, will return all the simulations contained in the suites experiments.

Parameters:

item – Which item to flatten
kwargs – extra parameters

Returns:

List of leaves

refresh_status(item: IEntity) → NoReturn¶

Populate the platform item and specified item with its status.

Parameters:: item – The item to check status for.

get_files(item: IEntity, files: Union[Set[str], List[str]], output: Optional[str] = None, **kwargs) → Union[Dict[str, Dict[str, bytearray]], Dict[str, bytearray]]¶

Get files for a platform entity.

Parameters:

item – Item to fetch files for
files – List of file names to get
output – save files to
kwargs – Platform arguments

Returns:

For simulations, this returns a dictionary with filename as key and values being binary data from file or a dict.

For experiments, this returns a dictionary with key as sim id and then the values as a dict of the simulations described above

get_files_by_id(item_id: UUID, item_type: ItemType, files: Union[Set[str], List[str]], output: Optional[str] = None) → Union[Dict[str, Dict[str, bytearray]], Dict[str, bytearray]]¶

Get files by item id (UUID).

Parameters:

item_id – COMPS Item, say, Simulation Id or WorkItem Id
item_type – Item Type
files – List of files to retrieve
output – save files to

Returns: dict with key/value: file_name/file_content

are_requirements_met(requirements: Union[PlatformRequirements, Set[PlatformRequirements]]) → bool¶

Does the platform support the list of requirements.

Parameters:: requirements – Requirements should be a list of PlatformRequirements or a single PlatformRequirements
Returns:: True if all the requirements are supported

is_task_supported(task: ITask) → bool¶

Is a task supported on this platform.

This depends on the task properly setting its requirements. See idmtools.entities.itask.ITask.platform_requirements and idmtools.entities.platform_requirements.PlatformRequirements

Parameters:: task – Task to check support of
Returns:: True if the task is supported, False otherwise.

wait_till_done(item: IRunnableEntity, timeout: int = 86400, refresh_interval: int = 5, progress: bool = True)¶

Wait for the experiment to be done.

Parameters:

item – Experiment/Workitem to wait on
refresh_interval – How long to wait between polling.
timeout – How long to wait before failing.
progress – Should we display progress