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The Python implementation of the knowledge processing module for knowledge manipulations

Project description

py-sc-kpm

The python implementation of the knowledge processing machine (kpm) for sc-machine. Library provides tools for interacting with knowledge bases. Communication with server is implemented in separate library named py-sc-client. This module is compatible with 0.7.0 version of OSTIS Technology platform.

API Reference

  1. Classes
  2. Utils
  3. Use-cases

Classes

The library contains the python implementation of useful classes and functions to work with the sc-memory.

ScKeynodes

Class which provides the ability to cache the identifier and ScAddr of keynodes stored in the KB.

from sc_client.constants import sc_types
from sc_kpm import ScKeynodes

# Get the provided identifier
ScKeynodes["identifier_of_keynode"]  # Returns an ScAddr of the given identifier

# Get the unprovided identifier
ScKeynodes["not_stored_in_kb"]  # Raises InvalidValueError if an identifier doesn't exist in the KB
ScKeynodes.get("not_stored_in_kb")  # Returns an invalid ScAddr(0) in the same situation

# Resolve identifier
ScKeynodes.resolve("my_class_node", sc_types.NODE_CONST_CLASS)  # Returns the element if it exists, otherwise creates
ScKeynodes.resolve("some_node", None)  # Returns the element if it exists, otherwise returns an invalid ScAddr(0)

# Delete identifier
ScKeynodes.delete("identifier_to_delete")  # Delete keynode from kb and ScKeynodes cache

# Get rrel node
ScKeynodes.rrel_index(1)  # Returns valid ScAddr of 'rrel_1'
ScKeynodes.rrel_index(11)  # Raises KeyError if index more than 10
ScKeynodes.rrel_index("some_str")  # Raises TypeError if index is not int

ScAgent and ScAgentClassic

A classes for handling a single ScEvent. Define your agents like this:

from sc_client.models import ScAddr
from sc_kpm import ScAgent, ScAgentClassic, ScResult


class ScAgentTest(ScAgent):
    def on_event(self, class_node: ScAddr, edge: ScAddr, action_node: ScAddr) -> ScResult:
        ...
        return ScResult.OK


class ScAgentClassicTest(ScAgentClassic):
    def on_event(self, class_node: ScAddr, edge: ScAddr, action_node: ScAddr) -> ScResult:
        # ScAgentClassic automatically checks its action
        ...
        return ScResult.OK

For the ScAgent initialization you should define the sc-element and the type of the ScEvent.

For the ScAgentClassic initialization you should define the identifier of the action class node and arguments of the ScAgent. event_class is set to the question_initiated keynode by default. event_type is set to the ScEventType.ADD_OUTGOING_EDGE type by default.

ClassicScAgent checks its action element automatically and doesn't run on_event method if checking fails.

from sc_client.constants import sc_types
from sc_client.constants.common import ScEventType
from sc_kpm import ScKeynodes

action_class = ScKeynodes.resolve("test_class", sc_types.NODE_CONST_CLASS)
agent = ScAgentTest(action_class, ScEventType.ADD_OUTGOING_EDGE)

classic_agent = ScAgentClassicTest("classic_test_class")
classic_agent_ingoing = ScAgentClassicTest("classic_test_class", ScEventType.ADD_INGOING_EDGE)

ScModule

A class for handling multiple ScAgent objects. Define your modules like this:

from sc_kpm import ScModule

module = ScModule(
    agent1,
    agent2,
)
...
module.add_agent(agent3)
...
module.remove_agent(agent3)

Note: you don't need remove agents in the end of program.

ScServer

A class for serving, register ScModule objects.

Firstly you need connect to server. You can use connect/disconnect methods:

from sc_kpm import ScServer

SC_SERVER_URL = "ws://localhost:8090/ws_json"
server = ScServer(SC_SERVER_URL)
server.connect()
...
server.disconnect()

Or with-statement. We recommend it because it easier to use, and it's safe:

from sc_kpm import ScServer

SC_SERVER_URL = "ws://localhost:8090/ws_json"
server = ScServer(SC_SERVER_URL)
with server.connect():
    ...

After connection, you can add and remove your modules. Manage your modules like this:

...
with server.connect():
    module = ScModule(...)
    server.add_modules(module)
    ...
    server.remove_modules(module)

But the modules are still not registered. For this use register_modules/unregister_modules methods:

...
with server.connect():
    ...
    server.register_modules()
    ...
    server.unregister_modules()

Or one mode with-statement. We also recommend to use so because it guarantees a safe agents unregistration if errors occur:

...
with server.connect():
    ...
    with server.register_modules():
        ...

If you needn't separate connecting and registration, you can do it all using one command:

with server.start():
    ...
# or
server.start()
...
server.stop()

There is also method for stopping program until a SIGINT signal (or ^C, or terminate in IDE) is received. So you can leave agents registered for a long time:

...
with server.connect():
    # Creating some agents
    with server.register_modules():
        # Registration some agents
        server.serve()  # Agents will be active until ^C

ScSets

Sc-set is a construction that presents main node called set_node and linked elements. There is no limit in types for sc-set elements:

sc-set example

ScSet

  • sc_kpm.sc_sets.ScSet

Class for handling simple sc-sets. It is the parent class for ScOrientedSet and ScNumberedSet

Methods and properties:

  1. ScSet(*elements: ScAddr, set_node: ScAddr = None, set_node_type: ScType = None) -> None

    Constructor of sc-set receives all elements to add, optional set_node and optional set_node_type. If you don't specify set_node, it will be created with set_node_type (default NODE_CONST).

  2. ScSet.add(*elements: ScAddr) -> None

    Add elements to the end of sc-set construction.

  3. ScSet.set_node -> ScAddr

    Property to give the main node of sc-set.

  4. ScSet == ScSet -> bool

    Check sc-sets have the same set_nodes.

  5. ScSet.elements_set -> Set[ScAddr]

    Property to give all elements from sc-set as a set. Use it if you don't need order in ordered sets.

  6. iter(ScSet) -> Iterator[ScAddr]

    Dunder method for iterating by sc-set. Lazy algorithm (ScOrientedSet and ScNumberedSet).

  7. len(ScSet) -> int

    Fast dunder method to give count of elements (power of sc-set).

  8. bool(ScSet) -> bool

    Dunder method for if-statement: True if there are elements in sc-set.

  9. ScSet.is_empty() -> bool

    True if there are no elements in sc-set.

  10. ScAddr in ScSet -> bool

    Dunder method: True if sc-set contains element.

  11. ScSet.clear() -> bool

    Remove all elements from sc-set.

  12. ScSet.remove(*elements: ScAddr) -> None

    Remove elements from sc-set. WARNING: method isn't optimized in ScOrientedSet and ScNumberedSet

from sc_client.constants import sc_types
from sc_client.models import ScAddr

from sc_kpm.sc_sets import ScSet
from sc_kpm.utils import create_node, create_nodes

# Example elements to add
example_set_node: ScAddr = create_node(sc_types.NODE_CONST)
elements: list[ScAddr] = create_nodes(*[sc_types.NODE_CONST] * 5)

# Init sc-set and add elements
empty_set = ScSet()

set_with_elements = ScSet(elements[0], elements[1])
set_with_elements.add(elements[2], elements[3])
set_with_elements.add(elements[4])

set_with_elements_and_set_node = ScSet(elements[2], set_node=example_set_node)
empty_set_with_specific_set_node_type = ScSet(set_node_type=sc_types.NODE_VAR)

# Get set node
set_node = empty_set.set_node
assert set_with_elements_and_set_node.set_node == example_set_node

# Get elements: list and set
assert set_with_elements.elements_set == set(elements)  # set view faster and safe

# Iterate by elements
for element in set_with_elements:
    print(element)

# Length, bool, is_empty, in
assert len(set_with_elements) == len(elements)
assert bool(set_with_elements)
assert not set_with_elements.is_empty()
assert empty_set.is_empty()
assert elements[2] in set_with_elements

# Clear and remove
set_with_elements.remove(elements[4])
assert len(set_with_elements), len(elements) - 1
set_with_elements.clear()
assert set_with_elements.is_empty()
ScStructure

If set_node has type sc_types.NODE_CONST_STRUCT construction is called sc-structure and looks like a loop in SCg:

structure structure2

  • sc_kpm.ScStructure

Class for handling structure construction in the kb. The same logic as in ScSet, but set_node_type if set NODE_CONST_STRUCT. There are checks that set node has struct sc-type:

from sc_kpm.sc_sets import ScStructure

sc_struct = ScStructure(..., set_node=..., set_node_type=...)

sc_struct = ScStructure(..., set_node=create_node(sc_types.NODE_CONST))  # InvalidTypeError - not struct type
sc_struct = ScStructure(..., set_node_type=sc_types.NODE_CONST)  # InvalidTypeError - not struct type

Ordered sc-sets

ScOrientedSet and ScNumberedSet are ordered sc-constructions. Child classes of ScSet, have the order in iteration and get list elements:

  • Sc{ordered}Set.elements_set -> List[ScAddr]

    Get the list of all elements with order

ScOrientedSet
  • sc_kpm.ScOrientedSet

oriented_set_example

Class for handling sc-oriented-set construction. Has marked edges between edges from set_node to elements. Easy lazy iterating. No access by index.

from sc_client.constants import sc_types

from sc_kpm.sc_sets import ScOrientedSet
from sc_kpm.utils import create_nodes


elements = create_nodes(*[sc_types.NODE_CONST] * 5)
numbered_set = ScOrientedSet(*elements)
assert numbered_set.elements_list == elements
ScNumberedSet
  • sc_kpm.ScNumberedSet

numbered_set_example

Class for handling sc-numbered-set construction. Set-node is edged with numerating each element with rrel node. Easy access to elements by index (index i is marked with rrel(i + 1))

from sc_client.constants import sc_types

from sc_kpm.sc_sets import ScNumberedSet
from sc_kpm.utils import create_nodes


elements = create_nodes(*[sc_types.NODE_CONST] * 5)
numbered_set = ScNumberedSet(*elements)
assert numbered_set.elements_list == elements
assert numbered_set[2] == elements[2]
numbered_set[5]  # raise KeyError

Utils

There are some functions for working with nodes, edges, links: create them, search, get content, delete, etc. There is also possibility to wrap in set or oriented set.

Common utils

There are utils to work with basic elements

You can import these utils from sc_kpm.utils

Nodes creating

If you want to create one or more nodes use these functions with type setting argument:

def create_node(node_type: ScType, sys_idtf: str = None) -> ScAddr: ...


def create_nodes(*node_types: ScType) -> List[ScAddr]: ...

sys_idtf is optional name of keynode if you want to add it there.

from sc_client.constants import sc_types
from sc_kpm import ScKeynodes
from sc_kpm.utils.common_utils import create_node, create_nodes

lang = create_node(sc_types.NODE_CONST_CLASS)  # ScAddr(...)
lang_en = create_node(sc_types.NODE_CONST_CLASS)  # ScAddr(...)
assert lang.is_valid() and lang_en.is_valid()
elements = create_nodes(sc_types.NODE_CONST, sc_types.NODE_VAR)  # [ScAddr(...), ScAddr(...)]
assert len(elements) == 2
assert all(element.is_valid() for element in elements)

Edges creating

For creating edge between src and trg with setting its type use create_edge function:

def create_edge(edge_type: ScType, src: ScAddr, trg: ScAddr) -> ScAddr: ...

def create_edges(edge_type: ScType, src: ScAddr, *targets: ScAddr) -> List[ScAddr]: ...
from sc_client.constants import sc_types
from sc_kpm.utils import create_nodes
from sc_kpm.utils import create_edge, create_edges

src, trg, trg2, trg3 = create_nodes(*[sc_types.NODE_CONST] * 4)
edge = create_edge(sc_types.EDGE_ACCESS_CONST_POS_PERM, src, trg)  # ScAddr(...)
edges = create_edges(sc_types.EDGE_ACCESS_CONST_POS_PERM, src, trg2, trg3)  # [ScAddr(...), ScAddr(...)]
assert edge.is_valid()
assert all(edges)

Function is_valid() is used for validation addresses of nodes or edges.

Links creating

For creating links with string type content (by default) use these functions:

def create_link(
        content: Union[str, int],
        content_type: ScLinkContentType = ScLinkContentType.STRING,
        link_type: ScType = sc_types.LINK_CONST
) -> ScAddr: ...


def create_links(
        *contents: Union[str, int],
        content_type: ScLinkContentType = ScLinkContentType.STRING,
        link_type: ScType = sc_types.LINK_CONST,
) -> List[ScAddr]: ...

You may use ScLinkContentType.STRING and ScLinkContentType.INT types for content of created links.

from sc_client.constants import sc_types
from sc_client.models import ScLinkContentType
from sc_kpm.utils import create_link, create_links

msg = create_link("hello")  # ScAddr(...)
four = create_link(4, ScLinkContentType.INT)  # ScAddr(...)
water = create_link("water", link_type=sc_types.LINK_VAR)  # ScAddr(...)
names = create_links("Sam", "Pit")  # [ScAddr(...), ScAddr(...)]

Relations creating

Create different binary relations with these functions:

def create_binary_relation(edge_type: ScType, src: ScAddr, trg: ScAddr, *relations: ScAddr) -> ScAddr: ...


def create_role_relation(src: ScAddr, trg: ScAddr, *rrel_nodes: ScAddr) -> ScAddr: ...


def create_norole_relation(src: ScAddr, trg: ScAddr, *nrel_nodes: ScAddr) -> ScAddr: ...
from sc_client.constants import sc_types
from sc_kpm import ScKeynodes
from sc_kpm.utils import create_node, create_nodes
from sc_kpm.utils import create_binary_relation, create_role_relation, create_norole_relation

src, trg = create_nodes(*[sc_types.NODE_CONST] * 2)
increase_relation = create_node(sc_types.NODE_CONST_CLASS)

brel = create_binary_relation(sc_types.EDGE_ACCESS_CONST_POS_PERM, src, trg, increase_relation)  # ScAddr(...)
rrel = create_role_relation(src, trg, ScKeynodes.rrel_index(1))  # ScAddr(...)
nrel = create_norole_relation(src, trg, create_node(sc_types.NODE_CONST_NOROLE))  # ScAddr(...)

Deleting utils

If you want to remove all edges between two nodes, which define by their type use

def delete_edges(source: ScAddr, target: ScAddr, *edge_types: ScType) -> bool: ...

It return True if operations was successful and False otherwise.

from sc_client.constants import sc_types
from sc_kpm.utils import create_nodes, create_edge
from sc_kpm.utils import delete_edges

src, trg = create_nodes(*[sc_types.NODE_CONST] * 2)
edge = create_edge(sc_types.EDGE_ACCESS_CONST_POS_PERM, src, trg)
delete_edges(src, trg, sc_types.EDGE_ACCESS_CONST_POS_PERM)  # True

Getting edges

For getting edge or edges between two nodes use:

def get_edge(source: ScAddr, target: ScAddr, edge_type: ScType) -> ScAddr: ...


def get_edges(source: ScAddr, target: ScAddr, *edge_types: ScType) -> List[ScAddr]: ...

NOTE: Use VAR type instead of CONST in getting utils

from sc_client.constants import sc_types
from sc_kpm.utils import create_nodes, create_edge
from sc_kpm.utils import get_edge, get_edges

src, trg = create_nodes(*[sc_types.NODE_CONST] * 2)
edge1 = create_edge(sc_types.EDGE_ACCESS_CONST_POS_PERM, src, trg)
edge2 = create_edge(sc_types.EDGE_D_COMMON_CONST, src, trg)

class_edge = get_edge(src, trg, sc_types.EDGE_ACCESS_VAR_POS_PERM)  # ScAddr(...)
assert class_edge == edge1
edges = get_edges(src, trg, sc_types.EDGE_ACCESS_VAR_POS_PERM, sc_types.EDGE_D_COMMON_VAR)  # [ScAddr(...), ScAddr(...)]
assert edges == [edge1, edge2]

Getting elements by relation

Get target element by source element and relation:

def get_element_by_role_relation(src: ScAddr, rrel_node: ScAddr) -> ScAddr: ...


def get_element_by_norole_relation(src: ScAddr, nrel_node: ScAddr) -> ScAddr: ...
from sc_client.constants import sc_types
from sc_kpm import ScKeynodes
from sc_kpm.identifiers import CommonIdentifiers
from sc_kpm.utils import create_nodes, create_role_relation, create_norole_relation
from sc_kpm.utils import get_element_by_role_relation, get_element_by_norole_relation

src, trg_rrel, trg_nrel = create_nodes(*[sc_types.NODE_CONST] * 3)
rrel = create_role_relation(src, trg_rrel, ScKeynodes.rrel_index(1))  # ScAddr(...)
nrel = create_norole_relation(src, trg_nrel, ScKeynodes[CommonIdentifiers.NREL_SYSTEM_IDENTIFIER])  # ScAddr(...)

result_rrel = get_element_by_role_relation(src, ScKeynodes.rrel_index(1))  # ScAddr(...)
assert result_rrel == trg_rrel
result_nrel = get_element_by_norole_relation(src, ScKeynodes[CommonIdentifiers.NREL_SYSTEM_IDENTIFIER])  # ScAddr(...)
assert result_nrel == trg_nrel

Getting link content

For existed links you may get their content by address with this function:

def get_link_content(link: ScAddr) -> Union[str, int]: ...
from sc_kpm.utils import create_link
from sc_kpm.utils import get_link_content_data

water = create_link("water")
content = get_link_content_data(water)  # "water"

Getting system identifier

For getting system identifier of keynode use:

def get_system_idtf(addr: ScAddr) -> str: ...
from sc_client.constants import sc_types
from sc_kpm import ScKeynodes
from sc_kpm.utils import create_node
from sc_kpm.utils import get_system_idtf

lang_en = create_node(sc_types.NODE_CONST_CLASS)  # ScAddr(...)
idtf = get_system_idtf(lang_en)  # "lang_en"
assert ScKeynodes[idtf] == lang_en

Action utils

Utils to work with actions, events and agents

agent_base

Check action class

def check_action_class(action_class: Union[ScAddr, Idtf], action_node: ScAddr) -> bool: ...

This function returns True if action class has connection to action node. You can use identifier of action class instead of ScAddr. This function should not be used in the ScAgentClassic.

check action class

from sc_client.constants import sc_types
from sc_kpm import ScKeynodes
from sc_kpm.identifiers import CommonIdentifiers
from sc_kpm.utils import create_node, create_edge
from sc_kpm.utils.action_utils import check_action_class

action_node = create_node(sc_types.NODE_CONST)
create_edge(sc_types.EDGE_ACCESS_CONST_POS_PERM, ScKeynodes[CommonIdentifiers.QUESTION], action_node)
action_class = create_node(sc_types.NODE_CONST_CLASS)
create_edge(sc_types.EDGE_ACCESS_CONST_POS_PERM, action_class, action_node)

assert check_action_class(action_class, action_node)
# or
assert check_action_class("some_classification", action_node)

Get action arguments

For getting list of action arguments concatenated by rrel_[1 -> count] use:

def get_action_arguments(action_class: Union[ScAddr, Idtf], count: int) -> List[ScAddr]: ...

check action class

from sc_client.constants import sc_types
from sc_kpm import ScKeynodes
from sc_kpm.identifiers import CommonIdentifiers
from sc_kpm.utils import create_node, create_edge, create_role_relation
from sc_kpm.utils.action_utils import get_action_arguments

action_node = create_node(sc_types.NODE_CONST)

# Static argument
argument1 = create_node(sc_types.NODE_CONST)
create_role_relation(action_node, argument1, ScKeynodes.rrel_index(1))

# Dynamic argument
dynamic_node = create_node(sc_types.NODE_CONST)
rrel_dynamic_arg = ScKeynodes[CommonIdentifiers.RREL_DYNAMIC_ARGUMENT]
create_role_relation(action_node, dynamic_node, rrel_dynamic_arg, ScKeynodes.rrel_index(2))
argument2 = create_node(sc_types.NODE_CONST)
create_edge(sc_types.EDGE_ACCESS_CONST_POS_TEMP, dynamic_node, argument2)

arguments = get_action_arguments(action_node, 2)
assert arguments == [argument1, dynamic_node]

Create and get action answer

def create_action_answer(action_node: ScAddr, *elements: ScAddr) -> None: ...


def get_action_answer(action_node: ScAddr) -> ScAddr: ...

Create and get structure with output of action

agent answer

from sc_client.constants import sc_types
from sc_kpm.utils import create_node
from sc_kpm.utils.action_utils import create_action_answer, get_action_answer
from sc_kpm.sc_sets import ScStructure

action_node = create_node(sc_types.NODE_CONST_STRUCT)
answer_element = create_node(sc_types.NODE_CONST_STRUCT)
create_action_answer(action_node, answer_element)
result = get_action_answer(action_node)
result_elements = ScStructure(result).elements_set
assert result_elements == {answer_element}

Call, execute and wait agent

Agent call function: creates action node with some arguments, concepts and connects it to the node with initiation identifier. Returns question node

def call_agent(
        arguments: Dict[ScAddr, IsDynamic],
        concepts: List[Idtf],
        initiation: Idtf = QuestionStatus.QUESTION_INITIATED,
) -> ScAddr: ...

Agent wait function: Waits for creation of edge to reaction node for some seconds. Default reaction_node is question_finished.

def wait_agent(seconds: float, question_node: ScAddr, reaction_node: ScAddr = None) -> None: ...

Agent execute function: combines two previous functions -- calls, waits and returns question node and True if success

def execute_agent(
        arguments: Dict[ScAddr, IsDynamic],
        concepts: List[Idtf],
        initiation: Idtf = QuestionStatus.QUESTION_INITIATED,
        reaction: Idtf = QuestionStatus.QUESTION_FINISHED_SUCCESSFULLY,
        wait_time: int = COMMON_WAIT_TIME,  # 5
) -> Tuple[ScAddr, bool]: ...

execute_agent

from sc_client.models import ScLinkContentType
from sc_kpm import ScKeynodes
from sc_kpm.identifiers import CommonIdentifiers, QuestionStatus
from sc_kpm.utils import create_link
from sc_kpm.utils.action_utils import execute_agent, call_agent, wait_agent

arg1 = create_link(2, ScLinkContentType.INT)
arg2 = create_link(3, ScLinkContentType.INT)

kwargs = dict(
    arguments={arg1: False, arg2: False},
    concepts=[CommonIdentifiers.QUESTION, "some_class_name"],
)

question = call_agent(**kwargs)  # ScAddr(...)
wait_agent(3, question, ScKeynodes[QuestionStatus.QUESTION_FINISHED])
# or
question, is_successfully = execute_agent(**kwargs, wait_time=3)  # ScAddr(...), bool

Create, call and execute action

Functions that allow to create action and add arguments and call later.

Function that creates action with concepts and return its ScAddr.

def create_action(*concepts: Idtf) -> ScAddr: ...

Function that creates arguments of action

def add_action_arguments(action_node: ScAddr, arguments: Dict[ScAddr, IsDynamic]) -> None: ...

Now you can call or execute action. Action call functions don't return action_node because it's parameter to them.

def call_action(
        action_node: ScAddr, initiation: Idtf = QuestionStatus.QUESTION_INITIATED
) -> None: ...
def execute_action(
        action_node: ScAddr,
        initiation: Idtf = QuestionStatus.QUESTION_INITIATED,
        reaction: Idtf = QuestionStatus.QUESTION_FINISHED_SUCCESSFULLY,
        wait_time: float = COMMON_WAIT_TIME,
) -> bool: ...

Example:

from sc_client.models import ScLinkContentType
from sc_kpm import ScKeynodes
from sc_kpm.identifiers import CommonIdentifiers, QuestionStatus
from sc_kpm.utils import create_link
from sc_kpm.utils.action_utils import add_action_arguments, call_action, create_action, execute_action, wait_agent

arg1 = create_link(2, ScLinkContentType.INT)
arg2 = create_link(3, ScLinkContentType.INT)

action_node = create_action(CommonIdentifiers.QUESTION, "some_class_name")  # ScAddr(...)
# Do something here
arguments = {arg1: False, arg2: False}

add_action_arguments(action_node, arguments)
call_action(action_node)
wait_agent(3, action_node, ScKeynodes[QuestionStatus.QUESTION_FINISHED])
# or
is_successful = execute_action(action_node, wait_time=3)  # bool

Finish action

Function finish_action connects status class to action node:

def finish_action(action_node: ScAddr, status: Idtf = QuestionStatus.QUESTION_FINISHED) -> ScAddr: ...

Function finish_action_with_status connects question_finished and question_finished_(un)successfully statuses to it:

def finish_action_with_status(action_node: ScAddr, is_success: bool = True) -> None: ...

finish_action

from sc_client.constants import sc_types
from sc_kpm import ScKeynodes
from sc_kpm.identifiers import QuestionStatus
from sc_kpm.utils import create_node, check_edge
from sc_kpm.utils.action_utils import finish_action, finish_action_with_status

action_node = create_node(sc_types.NODE_CONST)

finish_action_with_status(action_node)
# or
finish_action_with_status(action_node, True)
# or
finish_action(action_node, QuestionStatus.QUESTION_FINISHED)
finish_action(action_node, QuestionStatus.QUESTION_FINISHED_SUCCESSFULLY)

question_finished = ScKeynodes[QuestionStatus.QUESTION_FINISHED]
question_finished_successfully = ScKeynodes[QuestionStatus.QUESTION_FINISHED_SUCCESSFULLY]
assert check_edge(sc_types.EDGE_ACCESS_VAR_POS_PERM, question_finished, action_node)
assert check_edge(sc_types.EDGE_ACCESS_VAR_POS_PERM, question_finished_successfully, action_node)

Use-cases

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