Models

psengine.analyst_notes.models

ATTRIBUTES_MAPPING module-attribute

ATTRIBUTES_MAPPING = {
    'ArmedConflict': ArmedConflictEvent,
    'ArmsPurchaseSale': ArmsPurchaseSaleEvent,
    'Coup': PositionEvent,
    'CyberAttack': CyberAttackEvent,
    'DiseaseOutbreak': DiseaseOutbreakEvent,
    'Election': PositionEvent,
    'EnvironmentalIssue': EnvironmentalIssueEvent,
    'MalwareAnalysis': MalwareAnalysisEvent,
    'ManMadeDisaster': ManMadeDisasterEvent,
    'MilitaryManeuver': MilitaryManeuverEvent,
    'NaturalDisaster': NaturalDisasterEvent,
    'NuclearMaterialTransaction': NuclearMaterialTransactionEvent,
    'PersonThreat': PersonThreatEvent,
    'PoliticalEvent': PositionEvent,
    'PublicSafetyWarning': PositionEvent,
    'RFEVEArmedAssault': PositionEvent,
    'RFEVEProtest': ProtestEvent,
    'TerrorIncident': PositionEvent,
}

ArmedConflictEvent

Bases: PositionEvent

attacker class-attribute instance-attribute

attacker: list[NoteEntity] | None = []

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

target class-attribute instance-attribute

target: list[NoteEntity] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

ArmsPurchaseSaleEvent

Bases: RFBaseModel

arms_purchaser class-attribute instance-attribute

arms_purchaser: list[NoteEntity] | None = []

arms_seller class-attribute instance-attribute

arms_seller: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

Attributes

Bases: RFBaseModel

attachment class-attribute instance-attribute

attachment: str | None = None

context_entities class-attribute instance-attribute

context_entities: list[NoteEntity] | None = []

diamond_model class-attribute instance-attribute

diamond_model: list[DiamondModel] | None = []

events class-attribute instance-attribute

events: list[NoteEvent] | None = []

header_image class-attribute instance-attribute

header_image: IdNameType | None = None

labels class-attribute instance-attribute

labels: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

note_entities class-attribute instance-attribute

note_entities: list[NoteEntity] | None = []

published instance-attribute

published: datetime

recommended_queries class-attribute instance-attribute

recommended_queries: list[Query] | None = []

text instance-attribute

text: str

title instance-attribute

title: str

topic class-attribute instance-attribute

topic: list[NoteEntity] | NoteEntity | None = []

validated_on class-attribute instance-attribute

validated_on: datetime | None = None

validation_urls class-attribute instance-attribute

validation_urls: list[NoteEntity] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

remove_empty_events classmethod

remove_empty_events(values)

Remove empty events when NoteEvent skip the validation.

Source code in psengine/analyst_notes/models.py

@field_validator('events', mode='after')
@classmethod
def remove_empty_events(cls, values):
    """Remove empty events when `NoteEvent` skip the validation."""
    return [v for v in values if v.type_ and v.attributes]

CyberAttackEvent

Bases: RFBaseModel

adversary class-attribute instance-attribute

adversary: list[NoteEntity] | None = []

capabilities class-attribute instance-attribute

capabilities: list[NoteEntity] = []

malicious_infrastructure class-attribute instance-attribute

malicious_infrastructure: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

operation class-attribute instance-attribute

operation: list[NoteEntity] | None = []

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

target class-attribute instance-attribute

target: list[NoteEntity] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

DiamondModel

Bases: RFBaseModel

adversary class-attribute instance-attribute

adversary: list[NoteEntity] | None = []

capabilities class-attribute instance-attribute

capabilities: list[NoteEntity] | None = []

malicious_infrastructure class-attribute instance-attribute

malicious_infrastructure: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start class-attribute instance-attribute

start: datetime | None = None

stop class-attribute instance-attribute

stop: datetime | None = None

target class-attribute instance-attribute

target: list[NoteEntity] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

DiseaseOutbreakEvent

Bases: PositionEvent

disease class-attribute instance-attribute

disease: list[NoteEntity] | None = []

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

facility class-attribute instance-attribute

facility: list[NoteEntity] | None = []

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

EnvironmentalIssueEvent

Bases: PositionEvent

environmental_issue instance-attribute

environmental_issue: list[str]

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

MalwareAnalysisEvent

Bases: RFBaseModel

attacker class-attribute instance-attribute

attacker: list[NoteEntity] | None = []

exploit class-attribute instance-attribute

exploit: list[NoteEntity] | None = []

hash_ class-attribute instance-attribute

hash_: list[NoteEntity] | None = Field(
    alias='hash', default=[]
)

malicious_infrastructure class-attribute instance-attribute

malicious_infrastructure: list[NoteEntity] | None = []

malware instance-attribute

malware: list[NoteEntity]

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

target class-attribute instance-attribute

target: list[NoteEntity] | None = []

ttp class-attribute instance-attribute

ttp: list[NoteEntity] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

ManMadeDisasterEvent

Bases: PositionEvent

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

facility instance-attribute

facility: list[NoteEntity]

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

manmade_disaster instance-attribute

manmade_disaster: list[NoteEntity] | list[str]

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

MilitaryManeuverEvent

Bases: PositionEvent

actors class-attribute instance-attribute

actors: list[NoteEntity] | None = []

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

NaturalDisasterEvent

Bases: PositionEvent

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

natural_disaster instance-attribute

natural_disaster: list[NoteEntity]

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

NoteEntity

Bases: IdNameTypeDescription

description class-attribute instance-attribute

description: str | None = None

id_ class-attribute instance-attribute

id_: str = Field(alias='id', default=None)

is_threat_actor class-attribute instance-attribute

is_threat_actor: bool | None = None

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

name class-attribute instance-attribute

name: str | None = None

type_ class-attribute instance-attribute

type_: str = Field(alias='type', default=None)

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

NoteEvent

Bases: RFBaseModel

attributes class-attribute instance-attribute

attributes: Any | None = None

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

type_ class-attribute instance-attribute

type_: str | None = Field(alias='type', default=None)

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

validate_attribute classmethod

validate_attribute(values)

Validate note event attributes.

Source code in psengine/analyst_notes/models.py

@model_validator(mode='before')
@classmethod
def validate_attribute(cls, values):
    """Validate note event attributes."""
    if not values.get('type') or not values.get('attributes'):
        raise ValueError('Missing type or attributes from note event')

    type_ = values['type']
    validator = ATTRIBUTES_MAPPING.get(type_)
    if not validator:
        log = logging.getLogger(__name__)
        log.warning(f'Unknown validator for Analyst Note with event type {type_}')
        return {}

    try:
        attributes = validator.model_validate(values['attributes'])
    except ValidationError as e:
        log = logging.getLogger(__name__)
        log.warning(f'Failed to validate note event of type {type_}. Error {e}')
        log.warning(values)
        return {}

    return {'type': type_, 'attributes': attributes}

NuclearMaterialTransactionEvent

Bases: PositionEvent

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

location_destination class-attribute instance-attribute

location_destination: list[str] | None = []

location_origin class-attribute instance-attribute

location_origin: list[str] | None = []

material instance-attribute

material: list[str]

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

PersonThreatEvent

Bases: RFBaseModel

actor class-attribute instance-attribute

actor: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

threatened instance-attribute

threatened: list[NoteEntity]

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

Position

Bases: RFBaseModel

latitude instance-attribute

latitude: float

longitude instance-attribute

longitude: float

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

PositionEvent

Bases: RFBaseModel

event_positions class-attribute instance-attribute

event_positions: list[Position] | None = []

location class-attribute instance-attribute

location: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

start instance-attribute

start: datetime

stop instance-attribute

stop: datetime

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

PreviewAttributesIn

Bases: RFBaseModel

context_entities class-attribute instance-attribute

context_entities: list[str] | None = []

labels class-attribute instance-attribute

labels: list[str] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

note_entities class-attribute instance-attribute

note_entities: list[str] | None = []

text instance-attribute

text: str

title instance-attribute

title: str

topic class-attribute instance-attribute

topic: list[str] | str | None = []

validation_urls class-attribute instance-attribute

validation_urls: list[str] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

PreviewAttributesOut

Bases: RFBaseModel

context_entities class-attribute instance-attribute

context_entities: list[NoteEntity] | None = []

labels class-attribute instance-attribute

labels: list[NoteEntity] | None = []

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

note_entities class-attribute instance-attribute

note_entities: list[NoteEntity] | None = []

text instance-attribute

text: str

title instance-attribute

title: str

topic class-attribute instance-attribute

topic: list[NoteEntity] | None = []

validation_urls class-attribute instance-attribute

validation_urls: list[NoteEntity] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

ProtestEvent

Bases: RFBaseModel

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

protest_target class-attribute instance-attribute

protest_target: list[NoteEntity] | None = []

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

Query

Bases: RFBaseModel

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

title instance-attribute

title: str

url class-attribute instance-attribute

url: NoteEntity | None = None

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)

RequestAttachment

Bases: RFBaseModel

content instance-attribute

content: str

content_type instance-attribute

content_type: str

encoding instance-attribute

encoding: str

model_config class-attribute instance-attribute

model_config = ConfigDict(
    extra=get('RF_MODEL_EXTRA', 'ignore')
)

json

json(
    by_alias: bool = True,
    exclude_none: bool = True,
    auto_exclude_unset: bool = True,
    **kwargs,
)

JSON representation of models. It is inherited by every model.

PARAMETER	DESCRIPTION
by_alias	Alias flag: If True, writes fields with their API alias (e.g., IpAddress) If False uses the Python attribute name alias. TYPE: bool DEFAULT: True
exclude_none	Whether to exclude fields equal to None. TYPE: bool DEFAULT: True
auto_exclude_unset	Whether to auto exclude values not set. If True, uses RF_EXTRA_MODEL config to decide inclusion of unmapped fields. If False, you must specify exclude_unset manually. TYPE: bool DEFAULT: True

Source code in psengine/common_models.py

def json(
    self,
    by_alias: Annotated[
        bool,
        Doc(
            """
            Alias flag:

            - If `True`, writes fields with their API alias (e.g., `IpAddress`)
            - If `False` uses the Python attribute name alias.
            """
        ),
    ] = True,
    exclude_none: Annotated[bool, Doc('Whether to exclude fields equal to None.')] = True,
    auto_exclude_unset: Annotated[
        bool,
        Doc("""
            Whether to auto exclude values not set.

            - If `True`, uses `RF_EXTRA_MODEL` config to decide inclusion of unmapped fields.
            - If `False`, you must specify `exclude_unset` manually.
            """),
    ] = True,
    **kwargs,
):
    """JSON representation of models. It is inherited by every model."""
    if not auto_exclude_unset and kwargs.get('exclude_unset') is None:
        raise ValueError('`auto_exclude_unset` is False, `exclude_unset has to be provided`')

    exclude_unset = (
        bool(self.model_config['extra'] != 'allow')
        if auto_exclude_unset
        else kwargs['exclude_unset']
    )
    kwargs['exclude_unset'] = exclude_unset
    return self.model_dump(mode='json', by_alias=by_alias, exclude_none=exclude_none, **kwargs)