CRUD

delete_workflow(identifier, project=None, entity_id=None, delete_all_versions=False, cascade=True, **kwargs)

Delete object from backend.

Parameters:

Name	Type	Description	Default
identifier	str	Entity key (store://...) or entity name.	required
project	str	Project name.	None
entity_id	str	Entity ID.	None
delete_all_versions	bool	Delete all versions of the named entity. If True, use entity name instead of entity key as identifier.	False
cascade	bool	Cascade delete.	True
**kwargs	dict	Parameters to pass to the API call.	{}

Returns:

Type	Description
dict	Response from backend.

Examples:

If delete_all_versions is False:

>>> obj = delete_workflow("store://my-workflow-key")

Otherwise:

>>> obj = delete_workflow("workflow-name",
>>>                       project="my-project",
>>>                       delete_all_versions=True)

Source code in digitalhub_core/entities/workflow/crud.py

def delete_workflow(
    identifier: str,
    project: str | None = None,
    entity_id: str | None = None,
    delete_all_versions: bool = False,
    cascade: bool = True,
    **kwargs,
) -> dict:
    """
    Delete object from backend.

    Parameters
    ----------
    identifier : str
        Entity key (store://...) or entity name.
    project : str
        Project name.
    entity_id : str
        Entity ID.
    delete_all_versions : bool
        Delete all versions of the named entity. If True, use entity name instead of entity key as identifier.
    cascade : bool
        Cascade delete.
    **kwargs : dict
        Parameters to pass to the API call.

    Returns
    -------
    dict
        Response from backend.

    Examples
    --------
    If delete_all_versions is False:
    >>> obj = delete_workflow("store://my-workflow-key")

    Otherwise:
    >>> obj = delete_workflow("workflow-name",
    >>>                       project="my-project",
    >>>                       delete_all_versions=True)
    """
    return delete_entity_api_ctx(
        identifier=identifier,
        entity_type=ENTITY_TYPE,
        project=project,
        entity_id=entity_id,
        delete_all_versions=delete_all_versions,
        cascade=cascade,
        **kwargs,
    )

get_workflow(identifier, project=None, entity_id=None, **kwargs)

Get object from backend.

Parameters:

Name	Type	Description	Default
identifier	str	Entity key (store://...) or entity name.	required
project	str	Project name.	None
entity_id	str	Entity ID.	None
**kwargs	dict	Parameters to pass to the API call.	{}

Returns:

Type	Description
Workflow	Object instance.

Examples:

Using entity key:

>>> obj = get_workflow("store://my-workflow-key")

Using entity name:

>>> obj = get_workflow("my-workflow-name"
>>>                    project="my-project",
>>>                    entity_id="my-workflow-id")

Source code in digitalhub_core/entities/workflow/crud.py

def get_workflow(
    identifier: str,
    project: str | None = None,
    entity_id: str | None = None,
    **kwargs,
) -> Workflow:
    """
    Get object from backend.

    Parameters
    ----------
    identifier : str
        Entity key (store://...) or entity name.
    project : str
        Project name.
    entity_id : str
        Entity ID.
    **kwargs : dict
        Parameters to pass to the API call.

    Returns
    -------
    Workflow
        Object instance.

    Examples
    --------
    Using entity key:
    >>> obj = get_workflow("store://my-workflow-key")

    Using entity name:
    >>> obj = get_workflow("my-workflow-name"
    >>>                    project="my-project",
    >>>                    entity_id="my-workflow-id")
    """
    obj = read_entity_api_ctx(
        identifier,
        ENTITY_TYPE,
        project=project,
        entity_id=entity_id,
        **kwargs,
    )
    return workflow_from_dict(obj)

get_workflow_versions(identifier, project=None, **kwargs)

Get object versions from backend.

Parameters:

Name	Type	Description	Default
identifier	str	Entity key (store://...) or entity name.	required
project	str	Project name.	None
**kwargs	dict	Parameters to pass to the API call.	{}

Returns:

Type	Description
list[Workflow]	List of object instances.

Examples:

Using entity key:

>>> obj = get_workflow_versions("store://my-workflow-key")

Using entity name:

>>> obj = get_workflow_versions("my-workflow-name"
>>>                             project="my-project")

Source code in digitalhub_core/entities/workflow/crud.py

def get_workflow_versions(
    identifier: str,
    project: str | None = None,
    **kwargs,
) -> list[Workflow]:
    """
    Get object versions from backend.

    Parameters
    ----------
    identifier : str
        Entity key (store://...) or entity name.
    project : str
        Project name.
    **kwargs : dict
        Parameters to pass to the API call.

    Returns
    -------
    list[Workflow]
        List of object instances.

    Examples
    --------
    Using entity key:
    >>> obj = get_workflow_versions("store://my-workflow-key")

    Using entity name:
    >>> obj = get_workflow_versions("my-workflow-name"
    >>>                             project="my-project")
    """
    obj = read_entity_api_ctx_versions(
        identifier,
        entity_type=ENTITY_TYPE,
        project=project,
        **kwargs,
    )
    return [workflow_from_dict(o) for o in obj]

import_workflow(file)

Import object from a YAML file.

Parameters:

Name	Type	Description	Default
file	str	Path to YAML file.	required

Returns:

Type	Description
Workflow	Object instance.

Examples:

>>> obj = import_workflow("my-workflow.yaml")

Source code in digitalhub_core/entities/workflow/crud.py

def import_workflow(file: str) -> Workflow:
    """
    Import object from a YAML file.

    Parameters
    ----------
    file : str
        Path to YAML file.

    Returns
    -------
    Workflow
        Object instance.

    Examples
    --------
    >>> obj = import_workflow("my-workflow.yaml")
    """
    obj: dict = read_yaml(file)
    if isinstance(obj, list):
        wf_dict = obj[0]
        task_dicts = obj[1:]
    else:
        wf_dict = obj
        task_dicts = []

    check_context(obj.get("project"))
    workflow = workflow_from_dict(wf_dict)
    workflow.import_tasks(task_dicts)
    return workflow

list_workflows(project, **kwargs)

List all latest version objects from backend.

Parameters:

Name	Type	Description	Default
project	str	Project name.	required
**kwargs	dict	Parameters to pass to the API call.	{}

Returns:

Type	Description
list[Workflow]	List of object instances.

Examples:

>>> objs = list_workflows(project="my-project")

Source code in digitalhub_core/entities/workflow/crud.py

def list_workflows(project: str, **kwargs) -> list[Workflow]:
    """
    List all latest version objects from backend.

    Parameters
    ----------
    project : str
        Project name.
    **kwargs : dict
        Parameters to pass to the API call.

    Returns
    -------
    list[Workflow]
        List of object instances.

    Examples
    --------
    >>> objs = list_workflows(project="my-project")
    """
    objs = list_entity_api_ctx(
        project=project,
        entity_type=ENTITY_TYPE,
        **kwargs,
    )
    return [workflow_from_dict(obj) for obj in objs]

new_workflow(project, name, kind, uuid=None, description=None, labels=None, embedded=True, **kwargs)

Create a new object.

Parameters:

Name	Type	Description	Default
project	str	Project name.	required
name	str	Object name.	required
uuid	str	ID of the object (UUID4, e.g. 40f25c4b-d26b-4221-b048-9527aff291e2).	None
description	str	Description of the object (human readable).	None
labels	list[str]	List of labels.	None
embedded	bool	Flag to determine if object spec must be embedded in project spec.	True
**kwargs	dict	Spec keyword arguments.	{}

Returns:

Type	Description
Workflow	Object instance.

Examples:

>>> obj = new_function(project="my-project",
>>>                    name="my-function",
>>>                    kind="kfp",
>>>                    code_src="pipeline.py",
>>>                    handler="pipeline-handler")

Source code in digitalhub_core/entities/workflow/crud.py

def new_workflow(
    project: str,
    name: str,
    kind: str,
    uuid: str | None = None,
    description: str | None = None,
    labels: list[str] | None = None,
    embedded: bool = True,
    **kwargs,
) -> Workflow:
    """
    Create a new object.

    Parameters
    ----------
    project : str
        Project name.
    name : str
        Object name.
    uuid : str
        ID of the object (UUID4, e.g. 40f25c4b-d26b-4221-b048-9527aff291e2).
    description : str
        Description of the object (human readable).
    labels : list[str]
        List of labels.
    embedded : bool
        Flag to determine if object spec must be embedded in project spec.
    **kwargs : dict
        Spec keyword arguments.

    Returns
    -------
    Workflow
        Object instance.

    Examples
    --------
    >>> obj = new_function(project="my-project",
    >>>                    name="my-function",
    >>>                    kind="kfp",
    >>>                    code_src="pipeline.py",
    >>>                    handler="pipeline-handler")
    """
    check_context(project)
    obj = workflow_from_parameters(
        project=project,
        name=name,
        kind=kind,
        uuid=uuid,
        description=description,
        labels=labels,
        embedded=embedded,
        **kwargs,
    )
    obj.save()
    return obj

update_workflow(entity)

Update object. Note that object spec are immutable.

Parameters:

Name	Type	Description	Default
entity	Workflow	Object to update.	required

Returns:

Type	Description
Workflow	Entity updated.

Examples:

>>> obj = update_workflow(obj)

Source code in digitalhub_core/entities/workflow/crud.py

def update_workflow(entity: Workflow) -> Workflow:
    """
    Update object. Note that object spec are immutable.

    Parameters
    ----------
    entity : Workflow
        Object to update.

    Returns
    -------
    Workflow
        Entity updated.

    Examples
    --------
    >>> obj = update_workflow(obj)
    """
    return entity.save(update=True)