radical.asyncflow.constants¶
TasksMainStates ¶
Bases: Enum
Enumeration of standard task states used across all backends.
This enum defines the canonical task states that are common to all execution backends, providing a unified interface for task state management.
Attributes:
Name | Type | Description |
---|---|---|
DONE | Task completed successfully. | |
FAILED | Task execution failed. | |
CANCELED | Task was canceled before completion. | |
RUNNING | Task is currently executing. |
StateMapper ¶
StateMapper(backend: Union[str, Any])
Unified interface for mapping task states between main workflow and backend systems.
StateMapper provides a centralized mechanism for translating task states between the main workflow system and various backend execution systems (e.g., 'radical', 'dask'). It supports dynamic registration of backend-specific state mappings and bidirectional conversion between main states and backend-specific states.
The class maintains a registry of backend state mappings and provides methods for state conversion, backend detection, and direct state access through attribute notation.
Attributes:
Name | Type | Description |
---|---|---|
_backend_registry | Dict[str, Dict[TasksMainStates, Any]] | Class-level registry mapping backend identifiers to their state mappings. |
backend_name | str | Name of the current backend. |
backend_module | Optional[Any] | Reference to the backend module/object. |
_state_map | Dict[TasksMainStates, Any] | Current backend's state mappings. |
_reverse_map | Dict[Any, TasksMainStates] | Reverse mapping from backend states to main states. |
Parameters:
Name | Type | Description | Default |
---|---|---|---|
backend | Union[str, Any] | The backend identifier, either as a string (e.g., 'radical', 'dask') or as a backend module/object instance. | required |
Raises:
Type | Description |
---|---|
ValueError | If the specified backend is not registered or cannot be detected. |
Example
:: # Register a backend with custom states StateMapper.register_backend_states( backend='my_backend', done_state='COMPLETED', failed_state='ERROR', canceled_state='ABORTED', running_state='ACTIVE' )
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Initialize StateMapper with a specific backend.
Creates a StateMapper instance configured for the specified backend. The backend can be provided as either a string identifier or a module/object instance.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
backend | Union[str, Any] | Backend identifier. Can be: - String: Backend name like 'radical', 'dask', etc. - Object: Backend module or instance from which name is detected. | required |
Raises:
Type | Description |
---|---|
ValueError | If the backend is not registered in the registry or if backend name cannot be detected from the provided object. |
Note
The backend must be registered using register_backend_states() or register_backend_states_with_defaults() before initialization.
Source code in doc_env/lib/python3.13/site-packages/radical/asyncflow/constants.py
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terminal_states property
¶
terminal_states: tuple
Get all terminal states for the current backend.
Returns a tuple containing the backend-specific representations of all terminal states (DONE, FAILED, CANCELED). These are states that indicate a task has finished execution and will not transition further.
Returns:
Name | Type | Description |
---|---|---|
tuple | tuple | Backend-specific terminal state values (DONE, FAILED, CANCELED). |
Example
:: mapper = StateMapper('my_backend') terminals = mapper.terminal_states # Returns ('COMPLETED', 'ERROR', 'ABORTED') for example backend
register_backend_states classmethod
¶
register_backend_states(backend: Any, done_state: Any, failed_state: Any, canceled_state: Any, running_state: Any, **additional_states) -> None
Register state mappings for a new backend.
Associates a backend identifier with its corresponding task state values, mapping the standard task states to backend-specific representations. Supports additional custom state mappings beyond the four core states.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
backend | Any | The identifier for the backend to register. Can be a string, module, or any hashable object. | required |
done_state | Any | Backend's representation of the DONE state. | required |
failed_state | Any | Backend's representation of the FAILED state. | required |
canceled_state | Any | Backend's representation of the CANCELED state. | required |
running_state | Any | Backend's representation of the RUNNING state. | required |
**additional_states | Additional state mappings where the key is the state name (str) and the value is the backend's representation. Keys will be converted to uppercase and matched against TasksMainStates. | {} |
Returns:
Type | Description |
---|---|
None | None |
Example
:: StateMapper.register_backend_states( backend='slurm', done_state='COMPLETED', failed_state='FAILED', canceled_state='CANCELLED', running_state='RUNNING', pending='PENDING', timeout='TIMEOUT' )
Source code in doc_env/lib/python3.13/site-packages/radical/asyncflow/constants.py
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register_backend_states_with_defaults classmethod
¶
register_backend_states_with_defaults(backend: Any)
Register a backend using default main state values.
Convenience method that registers a backend where the backend-specific states are identical to the main state values (i.e., the string values of the TasksMainStates enum).
Parameters:
Name | Type | Description | Default |
---|---|---|---|
backend | Any | The backend identifier to register. | required |
Returns:
Type | Description |
---|---|
The result of register_backend_states() with default values. |
Example
:: # This registers backend states as: # DONE -> "DONE", FAILED -> "FAILED", etc. StateMapper.register_backend_states_with_defaults('thread_backend')
Source code in doc_env/lib/python3.13/site-packages/radical/asyncflow/constants.py
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__getattr__ ¶
__getattr__(name: str) -> Any
Access backend-specific states directly via attribute notation.
Enables direct access to backend states using the main state names as attributes (e.g., mapper.DONE, mapper.FAILED).
Parameters:
Name | Type | Description | Default |
---|---|---|---|
name | str | The main state name to access (DONE, FAILED, CANCELED, RUNNING). | required |
Returns:
Name | Type | Description |
---|---|---|
Any | Any | The backend-specific state value corresponding to the main state. |
Raises:
Type | Description |
---|---|
AttributeError | If the specified state name is not valid. |
Example
:: mapper = StateMapper('my_backend') done_state = mapper.DONE # Returns backend's DONE state running_state = mapper.RUNNING # Returns backend's RUNNING state
Source code in doc_env/lib/python3.13/site-packages/radical/asyncflow/constants.py
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to_main_state ¶
to_main_state(backend_state: Any) -> TasksMainStates
Convert backend-specific state to main state.
Translates a backend-specific state value back to the corresponding TasksMainStates enum value.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
backend_state | Any | The backend-specific state value to convert. | required |
Returns:
Name | Type | Description |
---|---|---|
TasksMainStates | TasksMainStates | The corresponding main state enum value. |
Raises:
Type | Description |
---|---|
ValueError | If the backend state is not recognized. |
Example
:: mapper = StateMapper('slurm') main_state = mapper.to_main_state('COMPLETED') # Returns TasksMainStates.DONE
Source code in doc_env/lib/python3.13/site-packages/radical/asyncflow/constants.py
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get_backend_state ¶
get_backend_state(main_state: Union[TasksMainStates, str]) -> Any
Get backend-specific state for a main state.
Retrieves the backend-specific state value that corresponds to the given main state. Accepts both TasksMainStates enum values and string representations.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
main_state | Union[TasksMainStates, str] | The main state to convert. Can be a TasksMainStates enum value or its string representation. | required |
Returns:
Name | Type | Description |
---|---|---|
Any | Any | The backend-specific state value. |
Raises:
Type | Description |
---|---|
KeyError | If the main state is not found in the mapping. |
Example
:: mapper = StateMapper('my_backend') backend_state = mapper.get_backend_state(TasksMainStates.DONE) # Or using string backend_state = mapper.get_backend_state('DONE')
Source code in doc_env/lib/python3.13/site-packages/radical/asyncflow/constants.py
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