Struct google_api_proto::google::cloud::aiplatform::v1beta1::ModelMonitoringJob

pub struct ModelMonitoringJob {
    pub name: String,
    pub display_name: String,
    pub model_monitoring_spec: Option<ModelMonitoringSpec>,
    pub create_time: Option<Timestamp>,
    pub update_time: Option<Timestamp>,
    pub state: i32,
    pub schedule: String,
    pub job_execution_detail: Option<ModelMonitoringJobExecutionDetail>,
    pub schedule_time: Option<Timestamp>,
}

Represents a model monitoring job that analyze dataset using different monitoring algorithm.

Fields

name: String

Output only. Resource name of a ModelMonitoringJob. Format: projects/{project_id}/locations/{location_id}/modelMonitors/{model_monitor_id}/modelMonitoringJobs/{model_monitoring_job_id}

display_name: String

The display name of the ModelMonitoringJob. The name can be up to 128 characters long and can consist of any UTF-8.

model_monitoring_spec: Option<ModelMonitoringSpec>

Monitoring monitoring job spec. It outlines the specifications for monitoring objectives, notifications, and result exports. If left blank, the default monitoring specifications from the top-level resource ‘ModelMonitor’ will be applied. If provided, we will use the specification defined here rather than the default one.

create_time: Option<Timestamp>

Output only. Timestamp when this ModelMonitoringJob was created.

update_time: Option<Timestamp>

Output only. Timestamp when this ModelMonitoringJob was updated most recently.

state: i32

Output only. The state of the monitoring job.

• When the job is still creating, the state will be ‘JOB_STATE_PENDING’.
• Once the job is successfully created, the state will be ‘JOB_STATE_RUNNING’.
• Once the job is finished, the state will be one of ‘JOB_STATE_FAILED’, ‘JOB_STATE_SUCCEEDED’, ‘JOB_STATE_PARTIALLY_SUCCEEDED’.

schedule: String

Output only. Schedule resource name. It will only appear when this job is triggered by a schedule.

job_execution_detail: Option<ModelMonitoringJobExecutionDetail>

Output only. Execution results for all the monitoring objectives.

schedule_time: Option<Timestamp>

Output only. Timestamp when this ModelMonitoringJob was scheduled. It will only appear when this job is triggered by a schedule.

Implementations

impl ModelMonitoringJob

pub fn state(&self) -> JobState

Returns the enum value of state, or the default if the field is set to an invalid enum value.

pub fn set_state(&mut self, value: JobState)

Sets state to the provided enum value.

Trait Implementations

impl Clone for ModelMonitoringJob

fn clone(&self) -> ModelMonitoringJob

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ModelMonitoringJob

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ModelMonitoringJob

fn default() -> Self

Returns the “default value” for a type.

impl Message for ModelMonitoringJob

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for ModelMonitoringJob

fn eq(&self, other: &ModelMonitoringJob) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ModelMonitoringJob