prefect.events

TriggerTypes: TypeAlias = Union[EventTrigger, MetricTrigger, CompoundTrigger, SequenceTrigger] module-attribute

The union of all concrete trigger types that a user may actually create

Action

Bases: PrefectBaseModel, ABC

An Action that may be performed when an Automation is triggered

Source code in prefect/events/actions.py

class Action(PrefectBaseModel, abc.ABC):
    """An Action that may be performed when an Automation is triggered"""

    type: str

    def describe_for_cli(self) -> str:
        """A human-readable description of the action"""
        return self.type.replace("-", " ").capitalize()

describe_for_cli

A human-readable description of the action

Source code in prefect/events/actions.py

def describe_for_cli(self) -> str:
    """A human-readable description of the action"""
    return self.type.replace("-", " ").capitalize()

AutomationCore

Bases: PrefectBaseModel

Defines an action a user wants to take when a certain number of events do or don't happen to the matching resources

Source code in prefect/events/schemas/automations.py

class AutomationCore(PrefectBaseModel, extra="ignore"):
    """Defines an action a user wants to take when a certain number of events
    do or don't happen to the matching resources"""

    name: str = Field(..., description="The name of this automation")
    description: str = Field("", description="A longer description of this automation")

    enabled: bool = Field(True, description="Whether this automation will be evaluated")

    trigger: TriggerTypes = Field(
        ...,
        description=(
            "The criteria for which events this Automation covers and how it will "
            "respond to the presence or absence of those events"
        ),
    )

    actions: List[ActionTypes] = Field(
        ...,
        description="The actions to perform when this Automation triggers",
    )

    actions_on_trigger: List[ActionTypes] = Field(
        default_factory=list,
        description="The actions to perform when an Automation goes into a triggered state",
    )

    actions_on_resolve: List[ActionTypes] = Field(
        default_factory=list,
        description="The actions to perform when an Automation goes into a resolving state",
    )

    owner_resource: Optional[str] = Field(
        default=None, description="The owning resource of this automation"
    )

CallWebhook

Bases: Action

Call a webhook when an Automation is triggered.

Source code in prefect/events/actions.py

class CallWebhook(Action):
    """Call a webhook when an Automation is triggered."""

    type: Literal["call-webhook"] = "call-webhook"
    block_document_id: UUID = Field(
        description="The identifier of the webhook block to use"
    )
    payload: str = Field(
        default="",
        description="An optional templatable payload to send when calling the webhook.",
    )

CancelFlowRun

Bases: Action

Cancels a flow run associated with the trigger

Source code in prefect/events/actions.py

class CancelFlowRun(Action):
    """Cancels a flow run associated with the trigger"""

    type: Literal["cancel-flow-run"] = "cancel-flow-run"

ChangeFlowRunState

Bases: Action

Changes the state of a flow run associated with the trigger

Source code in prefect/events/actions.py

class ChangeFlowRunState(Action):
    """Changes the state of a flow run associated with the trigger"""

    type: Literal["change-flow-run-state"] = "change-flow-run-state"

    name: Optional[str] = Field(
        None,
        description="The name of the state to change the flow run to",
    )
    state: StateType = Field(
        ...,
        description="The type of the state to change the flow run to",
    )
    message: Optional[str] = Field(
        None,
        description="An optional message to associate with the state change",
    )

CompositeTrigger

Bases: Trigger, ABC

Requires some number of triggers to have fired within the given time period.

Source code in prefect/events/schemas/automations.py

class CompositeTrigger(Trigger, abc.ABC):
    """
    Requires some number of triggers to have fired within the given time period.
    """

    type: Literal["compound", "sequence"]
    triggers: List["TriggerTypes"]
    within: Optional[timedelta]

CompoundTrigger

Bases: CompositeTrigger

A composite trigger that requires some number of triggers to have fired within the given time period

Source code in prefect/events/schemas/automations.py

class CompoundTrigger(CompositeTrigger):
    """A composite trigger that requires some number of triggers to have
    fired within the given time period"""

    type: Literal["compound"] = "compound"
    require: Union[int, Literal["any", "all"]]

    @root_validator
    def validate_require(cls, values: Dict[str, Any]) -> Dict[str, Any]:
        require = values.get("require")

        if isinstance(require, int):
            if require < 1:
                raise ValueError("required must be at least 1")
            if require > len(values["triggers"]):
                raise ValueError(
                    "required must be less than or equal to the number of triggers"
                )

        return values

    def describe_for_cli(self, indent: int = 0) -> str:
        """Return a human-readable description of this trigger for the CLI"""
        return textwrap.indent(
            "\n".join(
                [
                    f"{str(self.require).capitalize()} of:",
                    "\n".join(
                        [
                            trigger.describe_for_cli(indent=indent + 1)
                            for trigger in self.triggers
                        ]
                    ),
                ]
            ),
            prefix="  " * indent,
        )

describe_for_cli

Return a human-readable description of this trigger for the CLI

Source code in prefect/events/schemas/automations.py

def describe_for_cli(self, indent: int = 0) -> str:
    """Return a human-readable description of this trigger for the CLI"""
    return textwrap.indent(
        "\n".join(
            [
                f"{str(self.require).capitalize()} of:",
                "\n".join(
                    [
                        trigger.describe_for_cli(indent=indent + 1)
                        for trigger in self.triggers
                    ]
                ),
            ]
        ),
        prefix="  " * indent,
    )

DeclareIncident

Bases: Action

Declares an incident for the triggering event. Only available on Prefect Cloud

Source code in prefect/events/actions.py

class DeclareIncident(Action):
    """Declares an incident for the triggering event.  Only available on Prefect Cloud"""

    type: Literal["declare-incident"] = "declare-incident"

DeploymentCompoundTrigger

Bases: BaseDeploymentTrigger, CompoundTrigger

A composite trigger that requires some number of triggers to have fired within the given time period

Source code in prefect/events/schemas/deployment_triggers.py

class DeploymentCompoundTrigger(BaseDeploymentTrigger, CompoundTrigger):
    """A composite trigger that requires some number of triggers to have
    fired within the given time period"""

    trigger_type = CompoundTrigger

DeploymentEventTrigger

Bases: BaseDeploymentTrigger, EventTrigger

A trigger that fires based on the presence or absence of events within a given period of time.

Source code in prefect/events/schemas/deployment_triggers.py

class DeploymentEventTrigger(BaseDeploymentTrigger, EventTrigger):
    """
    A trigger that fires based on the presence or absence of events within a given
    period of time.
    """

    trigger_type = EventTrigger

DeploymentMetricTrigger

Bases: BaseDeploymentTrigger, MetricTrigger

A trigger that fires based on the results of a metric query.

Source code in prefect/events/schemas/deployment_triggers.py

class DeploymentMetricTrigger(BaseDeploymentTrigger, MetricTrigger):
    """
    A trigger that fires based on the results of a metric query.
    """

    trigger_type = MetricTrigger

DeploymentSequenceTrigger

Bases: BaseDeploymentTrigger, SequenceTrigger

A composite trigger that requires some number of triggers to have fired within the given time period in a specific order

Source code in prefect/events/schemas/deployment_triggers.py

class DeploymentSequenceTrigger(BaseDeploymentTrigger, SequenceTrigger):
    """A composite trigger that requires some number of triggers to have fired
    within the given time period in a specific order"""

    trigger_type = SequenceTrigger

DoNothing

Bases: Action

Do nothing when an Automation is triggered

Source code in prefect/events/actions.py

class DoNothing(Action):
    """Do nothing when an Automation is triggered"""

    type: Literal["do-nothing"] = "do-nothing"

Event

Bases: PrefectBaseModel

The client-side view of an event that has happened to a Resource

Source code in prefect/events/schemas/events.py

class Event(PrefectBaseModel):
    """The client-side view of an event that has happened to a Resource"""

    occurred: DateTimeTZ = Field(
        default_factory=lambda: pendulum.now("UTC"),
        description="When the event happened from the sender's perspective",
    )
    event: str = Field(
        description="The name of the event that happened",
    )
    resource: Resource = Field(
        description="The primary Resource this event concerns",
    )
    related: List[RelatedResource] = Field(
        default_factory=list,
        description="A list of additional Resources involved in this event",
    )
    payload: Dict[str, Any] = Field(
        default_factory=dict,
        description="An open-ended set of data describing what happened",
    )
    id: UUID = Field(
        default_factory=uuid4,
        description="The client-provided identifier of this event",
    )
    follows: Optional[UUID] = Field(
        default=None,
        description=(
            "The ID of an event that is known to have occurred prior to this one. "
            "If set, this may be used to establish a more precise ordering of causally-"
            "related events when they occur close enough together in time that the "
            "system may receive them out-of-order."
        ),
    )

    @property
    def involved_resources(self) -> Sequence[Resource]:
        return [self.resource] + list(self.related)

    @property
    def resource_in_role(self) -> Mapping[str, RelatedResource]:
        """Returns a mapping of roles to the first related resource in that role"""
        return {related.role: related for related in reversed(self.related)}

    @property
    def resources_in_role(self) -> Mapping[str, Sequence[RelatedResource]]:
        """Returns a mapping of roles to related resources in that role"""
        resources: Dict[str, List[RelatedResource]] = defaultdict(list)
        for related in self.related:
            resources[related.role].append(related)
        return resources

    @validator("related")
    def enforce_maximum_related_resources(cls, value: List[RelatedResource]):
        if len(value) > PREFECT_EVENTS_MAXIMUM_RELATED_RESOURCES.value():
            raise ValueError(
                "The maximum number of related resources "
                f"is {PREFECT_EVENTS_MAXIMUM_RELATED_RESOURCES.value()}"
            )

        return value

    def find_resource_label(self, label: str) -> Optional[str]:
        """Finds the value of the given label in this event's resource or one of its
        related resources.  If the label starts with `related:<role>:`, search for the
        first matching label in a related resource with that role."""
        directive, _, related_label = label.rpartition(":")
        directive, _, role = directive.partition(":")
        if directive == "related":
            for related in self.related:
                if related.role == role:
                    return related.get(related_label)
        return self.resource.get(label)

resource_in_role: Mapping[str, RelatedResource] property

Returns a mapping of roles to the first related resource in that role

resources_in_role: Mapping[str, Sequence[RelatedResource]] property

Returns a mapping of roles to related resources in that role

find_resource_label

Finds the value of the given label in this event's resource or one of its related resources. If the label starts with related:<role>:, search for the first matching label in a related resource with that role.

Source code in prefect/events/schemas/events.py

def find_resource_label(self, label: str) -> Optional[str]:
    """Finds the value of the given label in this event's resource or one of its
    related resources.  If the label starts with `related:<role>:`, search for the
    first matching label in a related resource with that role."""
    directive, _, related_label = label.rpartition(":")
    directive, _, role = directive.partition(":")
    if directive == "related":
        for related in self.related:
            if related.role == role:
                return related.get(related_label)
    return self.resource.get(label)

EventTrigger

Bases: ResourceTrigger

A trigger that fires based on the presence or absence of events within a given period of time.

Source code in prefect/events/schemas/automations.py

class EventTrigger(ResourceTrigger):
    """
    A trigger that fires based on the presence or absence of events within a given
    period of time.
    """

    type: Literal["event"] = "event"

    after: Set[str] = Field(
        default_factory=set,
        description=(
            "The event(s) which must first been seen to fire this trigger.  If "
            "empty, then fire this trigger immediately.  Events may include "
            "trailing wildcards, like `prefect.flow-run.*`"
        ),
    )
    expect: Set[str] = Field(
        default_factory=set,
        description=(
            "The event(s) this trigger is expecting to see.  If empty, this "
            "trigger will match any event.  Events may include trailing wildcards, "
            "like `prefect.flow-run.*`"
        ),
    )

    for_each: Set[str] = Field(
        default_factory=set,
        description=(
            "Evaluate the trigger separately for each distinct value of these labels "
            "on the resource.  By default, labels refer to the primary resource of the "
            "triggering event.  You may also refer to labels from related "
            "resources by specifying `related:<role>:<label>`.  This will use the "
            "value of that label for the first related resource in that role.  For "
            'example, `"for_each": ["related:flow:prefect.resource.id"]` would '
            "evaluate the trigger for each flow."
        ),
    )
    posture: Literal[Posture.Reactive, Posture.Proactive] = Field(  # type: ignore[valid-type]
        Posture.Reactive,
        description=(
            "The posture of this trigger, either Reactive or Proactive.  Reactive "
            "triggers respond to the _presence_ of the expected events, while "
            "Proactive triggers respond to the _absence_ of those expected events."
        ),
    )
    threshold: int = Field(
        1,
        description=(
            "The number of events required for this trigger to fire (for "
            "Reactive triggers), or the number of events expected (for Proactive "
            "triggers)"
        ),
    )
    within: timedelta = Field(
        timedelta(0),
        minimum=0.0,
        exclusiveMinimum=False,
        description=(
            "The time period over which the events must occur.  For Reactive triggers, "
            "this may be as low as 0 seconds, but must be at least 10 seconds for "
            "Proactive triggers"
        ),
    )

    @validator("within")
    def enforce_minimum_within(
        cls, value: timedelta, values, config, field: ModelField
    ):
        return validate_trigger_within(value, field)

    @root_validator(skip_on_failure=True)
    def enforce_minimum_within_for_proactive_triggers(cls, values: Dict[str, Any]):
        posture: Optional[Posture] = values.get("posture")
        within: Optional[timedelta] = values.get("within")

        if posture == Posture.Proactive:
            if not within or within == timedelta(0):
                values["within"] = timedelta(seconds=10.0)
            elif within < timedelta(seconds=10.0):
                raise ValueError(
                    "The minimum within for Proactive triggers is 10 seconds"
                )

        return values

    def describe_for_cli(self, indent: int = 0) -> str:
        """Return a human-readable description of this trigger for the CLI"""
        if self.posture == Posture.Reactive:
            return textwrap.indent(
                "\n".join(
                    [
                        f"Reactive: expecting {self.threshold} of {self.expect}",
                    ],
                ),
                prefix="  " * indent,
            )
        else:
            return textwrap.indent(
                "\n".join(
                    [
                        f"Proactive: expecting {self.threshold} {self.expect} event "
                        f"within {self.within}",
                    ],
                ),
                prefix="  " * indent,
            )

describe_for_cli

Return a human-readable description of this trigger for the CLI

Source code in prefect/events/schemas/automations.py

def describe_for_cli(self, indent: int = 0) -> str:
    """Return a human-readable description of this trigger for the CLI"""
    if self.posture == Posture.Reactive:
        return textwrap.indent(
            "\n".join(
                [
                    f"Reactive: expecting {self.threshold} of {self.expect}",
                ],
            ),
            prefix="  " * indent,
        )
    else:
        return textwrap.indent(
            "\n".join(
                [
                    f"Proactive: expecting {self.threshold} {self.expect} event "
                    f"within {self.within}",
                ],
            ),
            prefix="  " * indent,
        )

MetricTrigger

Bases: ResourceTrigger

A trigger that fires based on the results of a metric query.

Source code in prefect/events/schemas/automations.py

class MetricTrigger(ResourceTrigger):
    """
    A trigger that fires based on the results of a metric query.
    """

    type: Literal["metric"] = "metric"

    posture: Literal[Posture.Metric] = Field(  # type: ignore[valid-type]
        Posture.Metric,
        description="Periodically evaluate the configured metric query.",
    )

    metric: MetricTriggerQuery = Field(
        ...,
        description="The metric query to evaluate for this trigger. ",
    )

    def describe_for_cli(self, indent: int = 0) -> str:
        """Return a human-readable description of this trigger for the CLI"""
        m = self.metric
        return textwrap.indent(
            "\n".join(
                [
                    f"Metric: {m.name.value} {m.operator.value} {m.threshold} for {m.range}",
                ]
            ),
            prefix="  " * indent,
        )

describe_for_cli

Return a human-readable description of this trigger for the CLI

Source code in prefect/events/schemas/automations.py

def describe_for_cli(self, indent: int = 0) -> str:
    """Return a human-readable description of this trigger for the CLI"""
    m = self.metric
    return textwrap.indent(
        "\n".join(
            [
                f"Metric: {m.name.value} {m.operator.value} {m.threshold} for {m.range}",
            ]
        ),
        prefix="  " * indent,
    )

MetricTriggerQuery

Bases: PrefectBaseModel

Defines a subset of the Trigger subclass, which is specific to Metric automations, that specify the query configurations and breaching conditions for the Automation

Source code in prefect/events/schemas/automations.py

class MetricTriggerQuery(PrefectBaseModel):
    """Defines a subset of the Trigger subclass, which is specific
    to Metric automations, that specify the query configurations
    and breaching conditions for the Automation"""

    name: PrefectMetric = Field(
        ...,
        description="The name of the metric to query.",
    )
    threshold: float = Field(
        ...,
        description=(
            "The threshold value against which we'll compare " "the query result."
        ),
    )
    operator: MetricTriggerOperator = Field(
        ...,
        description=(
            "The comparative operator (LT / LTE / GT / GTE) used to compare "
            "the query result against the threshold value."
        ),
    )
    range: timedelta = Field(
        timedelta(seconds=300),  # defaults to 5 minutes
        minimum=300.0,
        exclusiveMinimum=False,
        description=(
            "The lookback duration (seconds) for a metric query. This duration is "
            "used to determine the time range over which the query will be executed. "
            "The minimum value is 300 seconds (5 minutes)."
        ),
    )
    firing_for: timedelta = Field(
        timedelta(seconds=300),  # defaults to 5 minutes
        minimum=300.0,
        exclusiveMinimum=False,
        description=(
            "The duration (seconds) for which the metric query must breach "
            "or resolve continuously before the state is updated and the "
            "automation is triggered. "
            "The minimum value is 300 seconds (5 minutes)."
        ),
    )

PauseAutomation

Bases: AutomationAction

Pauses a Work Queue

Source code in prefect/events/actions.py

class PauseAutomation(AutomationAction):
    """Pauses a Work Queue"""

    type: Literal["pause-automation"] = "pause-automation"

PauseDeployment

Bases: DeploymentAction

Pauses the given Deployment

Source code in prefect/events/actions.py

class PauseDeployment(DeploymentAction):
    """Pauses the given Deployment"""

    type: Literal["pause-deployment"] = "pause-deployment"

PauseWorkPool

Bases: WorkPoolAction

Pauses a Work Pool

Source code in prefect/events/actions.py

class PauseWorkPool(WorkPoolAction):
    """Pauses a Work Pool"""

    type: Literal["pause-work-pool"] = "pause-work-pool"

PauseWorkQueue

Bases: WorkQueueAction

Pauses a Work Queue

Source code in prefect/events/actions.py

class PauseWorkQueue(WorkQueueAction):
    """Pauses a Work Queue"""

    type: Literal["pause-work-queue"] = "pause-work-queue"

ReceivedEvent

Bases: Event

The server-side view of an event that has happened to a Resource after it has been received by the server

Source code in prefect/events/schemas/events.py

class ReceivedEvent(Event):
    """The server-side view of an event that has happened to a Resource after it has
    been received by the server"""

    class Config:
        orm_mode = True

    received: DateTimeTZ = Field(
        ...,
        description="When the event was received by Prefect Cloud",
    )

RelatedResource

Bases: Resource

A Resource with a specific role in an Event

Source code in prefect/events/schemas/events.py

class RelatedResource(Resource):
    """A Resource with a specific role in an Event"""

    @root_validator(pre=True)
    def requires_resource_role(cls, values: Dict[str, Any]):
        labels = values.get("__root__")
        if not isinstance(labels, dict):
            return values

        labels = cast(Dict[str, str], labels)

        if "prefect.resource.role" not in labels:
            raise ValueError(
                "Related Resources must include the prefect.resource.role label"
            )
        if not labels["prefect.resource.role"]:
            raise ValueError("The prefect.resource.role label must be non-empty")

        return values

    @property
    def role(self) -> str:
        return self["prefect.resource.role"]

Resource

Bases: Labelled

An observable business object of interest to the user

Source code in prefect/events/schemas/events.py

class Resource(Labelled):
    """An observable business object of interest to the user"""

    @root_validator(pre=True)
    def enforce_maximum_labels(cls, values: Dict[str, Any]):
        labels = values.get("__root__")
        if not isinstance(labels, dict):
            return values

        if len(labels) > PREFECT_EVENTS_MAXIMUM_LABELS_PER_RESOURCE.value():
            raise ValueError(
                "The maximum number of labels per resource "
                f"is {PREFECT_EVENTS_MAXIMUM_LABELS_PER_RESOURCE.value()}"
            )

        return values

    @root_validator(pre=True)
    def requires_resource_id(cls, values: Dict[str, Any]):
        labels = values.get("__root__")
        if not isinstance(labels, dict):
            return values

        labels = cast(Dict[str, str], labels)

        if "prefect.resource.id" not in labels:
            raise ValueError("Resources must include the prefect.resource.id label")
        if not labels["prefect.resource.id"]:
            raise ValueError("The prefect.resource.id label must be non-empty")

        return values

    @property
    def id(self) -> str:
        return self["prefect.resource.id"]

    @property
    def name(self) -> Optional[str]:
        return self.get("prefect.resource.name")

ResourceSpecification

Bases: PrefectBaseModel

A specification that may match zero, one, or many resources, used to target or select a set of resources in a query or automation. A resource must match at least one value of all of the provided labels

Source code in prefect/events/schemas/events.py

class ResourceSpecification(PrefectBaseModel):
    """A specification that may match zero, one, or many resources, used to target or
    select a set of resources in a query or automation.  A resource must match at least
    one value of all of the provided labels"""

    __root__: Dict[str, Union[str, List[str]]]

    def matches_every_resource(self) -> bool:
        return len(self) == 0

    def matches_every_resource_of_kind(self, prefix: str) -> bool:
        if self.matches_every_resource():
            return True

        if len(self.__root__) == 1:
            if resource_id := self.__root__.get("prefect.resource.id"):
                values = [resource_id] if isinstance(resource_id, str) else resource_id
                return any(value == f"{prefix}.*" for value in values)

        return False

    def includes(self, candidates: Iterable[Resource]) -> bool:
        if self.matches_every_resource():
            return True

        for candidate in candidates:
            if self.matches(candidate):
                return True

        return False

    def matches(self, resource: Resource) -> bool:
        for label, expected in self.items():
            value = resource.get(label)
            if not any(matches(candidate, value) for candidate in expected):
                return False
        return True

    def items(self) -> Iterable[Tuple[str, List[str]]]:
        return [
            (label, [value] if isinstance(value, str) else value)
            for label, value in self.__root__.items()
        ]

    def __contains__(self, key: str) -> bool:
        return self.__root__.__contains__(key)

    def __getitem__(self, key: str) -> List[str]:
        value = self.__root__[key]
        if not value:
            return []
        if not isinstance(value, list):
            value = [value]
        return value

    def pop(
        self, key: str, default: Optional[Union[str, List[str]]] = None
    ) -> Optional[List[str]]:
        value = self.__root__.pop(key, default)
        if not value:
            return []
        if not isinstance(value, list):
            value = [value]
        return value

    def get(
        self, key: str, default: Optional[Union[str, List[str]]] = None
    ) -> Optional[List[str]]:
        value = self.__root__.get(key, default)
        if not value:
            return []
        if not isinstance(value, list):
            value = [value]
        return value

    def __len__(self) -> int:
        return len(self.__root__)

    def deepcopy(self) -> "ResourceSpecification":
        return ResourceSpecification.parse_obj(copy.deepcopy(self.__root__))

ResourceTrigger

Bases: Trigger, ABC

Base class for triggers that may filter by the labels of resources.

Source code in prefect/events/schemas/automations.py

class ResourceTrigger(Trigger, abc.ABC):
    """
    Base class for triggers that may filter by the labels of resources.
    """

    type: str

    match: ResourceSpecification = Field(
        default_factory=lambda: ResourceSpecification.parse_obj({}),
        description="Labels for resources which this trigger will match.",
    )
    match_related: ResourceSpecification = Field(
        default_factory=lambda: ResourceSpecification.parse_obj({}),
        description="Labels for related resources which this trigger will match.",
    )

ResumeAutomation

Bases: AutomationAction

Resumes a Work Queue

Source code in prefect/events/actions.py

class ResumeAutomation(AutomationAction):
    """Resumes a Work Queue"""

    type: Literal["resume-automation"] = "resume-automation"

ResumeDeployment

Bases: DeploymentAction

Resumes the given Deployment

Source code in prefect/events/actions.py

class ResumeDeployment(DeploymentAction):
    """Resumes the given Deployment"""

    type: Literal["resume-deployment"] = "resume-deployment"

ResumeWorkPool

Bases: WorkPoolAction

Resumes a Work Pool

Source code in prefect/events/actions.py

class ResumeWorkPool(WorkPoolAction):
    """Resumes a Work Pool"""

    type: Literal["resume-work-pool"] = "resume-work-pool"

ResumeWorkQueue

Bases: WorkQueueAction

Resumes a Work Queue

Source code in prefect/events/actions.py

class ResumeWorkQueue(WorkQueueAction):
    """Resumes a Work Queue"""

    type: Literal["resume-work-queue"] = "resume-work-queue"

RunDeployment

Bases: DeploymentAction

Runs the given deployment with the given parameters

Source code in prefect/events/actions.py

class RunDeployment(DeploymentAction):
    """Runs the given deployment with the given parameters"""

    type: Literal["run-deployment"] = "run-deployment"

    parameters: Optional[Dict[str, Any]] = Field(
        None,
        description=(
            "The parameters to pass to the deployment, or None to use the "
            "deployment's default parameters"
        ),
    )
    job_variables: Optional[Dict[str, Any]] = Field(
        None,
        description=(
            "The job variables to pass to the created flow run, or None "
            "to use the deployment's default job variables"
        ),
    )

SendNotification

Bases: Action

Send a notification when an Automation is triggered

Source code in prefect/events/actions.py

class SendNotification(Action):
    """Send a notification when an Automation is triggered"""

    type: Literal["send-notification"] = "send-notification"
    block_document_id: UUID = Field(
        description="The identifier of the notification block to use"
    )
    subject: str = Field("Prefect automated notification")
    body: str = Field(description="The text of the notification to send")

SequenceTrigger

Bases: CompositeTrigger

A composite trigger that requires some number of triggers to have fired within the given time period in a specific order

Source code in prefect/events/schemas/automations.py

class SequenceTrigger(CompositeTrigger):
    """A composite trigger that requires some number of triggers to have fired
    within the given time period in a specific order"""

    type: Literal["sequence"] = "sequence"

    def describe_for_cli(self, indent: int = 0) -> str:
        """Return a human-readable description of this trigger for the CLI"""
        return textwrap.indent(
            "\n".join(
                [
                    "In this order:",
                    "\n".join(
                        [
                            trigger.describe_for_cli(indent=indent + 1)
                            for trigger in self.triggers
                        ]
                    ),
                ]
            ),
            prefix="  " * indent,
        )

describe_for_cli

Return a human-readable description of this trigger for the CLI

Source code in prefect/events/schemas/automations.py

def describe_for_cli(self, indent: int = 0) -> str:
    """Return a human-readable description of this trigger for the CLI"""
    return textwrap.indent(
        "\n".join(
            [
                "In this order:",
                "\n".join(
                    [
                        trigger.describe_for_cli(indent=indent + 1)
                        for trigger in self.triggers
                    ]
                ),
            ]
        ),
        prefix="  " * indent,
    )

SuspendFlowRun

Bases: Action

Suspends a flow run associated with the trigger

Source code in prefect/events/actions.py

class SuspendFlowRun(Action):
    """Suspends a flow run associated with the trigger"""

    type: Literal["suspend-flow-run"] = "suspend-flow-run"

Trigger

Bases: PrefectBaseModel, ABC

Base class describing a set of criteria that must be satisfied in order to trigger an automation.

Source code in prefect/events/schemas/automations.py

class Trigger(PrefectBaseModel, abc.ABC, extra="ignore"):
    """
    Base class describing a set of criteria that must be satisfied in order to trigger
    an automation.
    """

    type: str

    @abc.abstractmethod
    def describe_for_cli(self, indent: int = 0) -> str:
        """Return a human-readable description of this trigger for the CLI"""

    # The following allows the regular Trigger class to be used when serving or
    # deploying flows, analogous to how the Deployment*Trigger classes work

    _deployment_id: Optional[UUID] = PrivateAttr(default=None)

    def set_deployment_id(self, deployment_id: UUID):
        self._deployment_id = deployment_id

    def owner_resource(self) -> Optional[str]:
        return f"prefect.deployment.{self._deployment_id}"

    def actions(self) -> List[ActionTypes]:
        assert self._deployment_id
        return [
            RunDeployment(
                source="selected",
                deployment_id=self._deployment_id,
                parameters=getattr(self, "parameters", None),
                job_variables=getattr(self, "job_variables", None),
            )
        ]

    def as_automation(self) -> "AutomationCore":
        assert self._deployment_id

        trigger: TriggerTypes = cast(TriggerTypes, self)

        # This is one of the Deployment*Trigger classes, so translate it over to a
        # plain Trigger
        if hasattr(self, "trigger_type"):
            trigger = self.trigger_type(**self.dict())

        return AutomationCore(
            name=(
                getattr(self, "name", None)
                or f"Automation for deployment {self._deployment_id}"
            ),
            description="",
            enabled=getattr(self, "enabled", True),
            trigger=trigger,
            actions=self.actions(),
            owner_resource=self.owner_resource(),
        )

describe_for_cli abstractmethod

Return a human-readable description of this trigger for the CLI

Source code in prefect/events/schemas/automations.py

@abc.abstractmethod
def describe_for_cli(self, indent: int = 0) -> str:
    """Return a human-readable description of this trigger for the CLI"""

emit_event

Send an event to Prefect Cloud.

Parameters:

Name	Type	Description	Default
event	str	The name of the event that happened.	required
resource	Dict[str, str]	The primary Resource this event concerns.	required
occurred	Optional[DateTimeTZ]	When the event happened from the sender's perspective. Defaults to the current datetime.	None
related	Optional[Union[List[Dict[str, str]], List[RelatedResource]]]	A list of additional Resources involved in this event.	None
payload	Optional[Dict[str, Any]]	An open-ended set of data describing what happened.	None
id	Optional[UUID]	The sender-provided identifier for this event. Defaults to a random UUID.	None
follows	Optional[Event]	The event that preceded this one. If the preceding event happened more than 5 minutes prior to this event the follows relationship will not be set.	None

Returns:

Type	Description
Optional[Event]	The event that was emitted if worker is using a client that emit
Optional[Event]	events, otherwise None

Source code in prefect/events/utilities.py

def emit_event(
    event: str,
    resource: Dict[str, str],
    occurred: Optional[DateTimeTZ] = None,
    related: Optional[Union[List[Dict[str, str]], List[RelatedResource]]] = None,
    payload: Optional[Dict[str, Any]] = None,
    id: Optional[UUID] = None,
    follows: Optional[Event] = None,
) -> Optional[Event]:
    """
    Send an event to Prefect Cloud.

    Args:
        event: The name of the event that happened.
        resource: The primary Resource this event concerns.
        occurred: When the event happened from the sender's perspective.
                  Defaults to the current datetime.
        related: A list of additional Resources involved in this event.
        payload: An open-ended set of data describing what happened.
        id: The sender-provided identifier for this event. Defaults to a random
            UUID.
        follows: The event that preceded this one. If the preceding event
            happened more than 5 minutes prior to this event the follows
            relationship will not be set.

    Returns:
        The event that was emitted if worker is using a client that emit
        events, otherwise None
    """
    if not should_emit_events():
        return None

    operational_clients = [
        AssertingEventsClient,
        PrefectCloudEventsClient,
        PrefectEventsClient,
        PrefectEphemeralEventsClient,
    ]
    worker_instance = EventsWorker.instance()

    if worker_instance.client_type not in operational_clients:
        return None

    event_kwargs: Dict[str, Any] = {
        "event": event,
        "resource": resource,
    }

    if occurred is None:
        occurred = pendulum.now("UTC")
    event_kwargs["occurred"] = occurred

    if related is not None:
        event_kwargs["related"] = related

    if payload is not None:
        event_kwargs["payload"] = payload

    if id is not None:
        event_kwargs["id"] = id

    if follows is not None:
        if -TIGHT_TIMING < (occurred - follows.occurred) < TIGHT_TIMING:
            event_kwargs["follows"] = follows.id

    event_obj = Event(**event_kwargs)
    worker_instance.send(event_obj)

    return event_obj