Struct google_api_proto::google::cloud::aiplatform::v1beta1::model_monitoring_objective_config::TrainingPredictionSkewDetectionConfig
source · pub struct TrainingPredictionSkewDetectionConfig {
pub skew_thresholds: BTreeMap<String, ThresholdConfig>,
pub attribution_score_skew_thresholds: BTreeMap<String, ThresholdConfig>,
pub default_skew_threshold: Option<ThresholdConfig>,
}
Expand description
The config for Training & Prediction data skew detection. It specifies the training dataset sources and the skew detection parameters.
Fields§
§skew_thresholds: BTreeMap<String, ThresholdConfig>
Key is the feature name and value is the threshold. If a feature needs to be monitored for skew, a value threshold must be configured for that feature. The threshold here is against feature distribution distance between the training and prediction feature.
attribution_score_skew_thresholds: BTreeMap<String, ThresholdConfig>
Key is the feature name and value is the threshold. The threshold here is against attribution score distance between the training and prediction feature.
default_skew_threshold: Option<ThresholdConfig>
Skew anomaly detection threshold used by all features. When the per-feature thresholds are not set, this field can be used to specify a threshold for all features.
Trait Implementations§
source§impl Clone for TrainingPredictionSkewDetectionConfig
impl Clone for TrainingPredictionSkewDetectionConfig
source§fn clone(&self) -> TrainingPredictionSkewDetectionConfig
fn clone(&self) -> TrainingPredictionSkewDetectionConfig
Returns a copy of the value. Read more
1.0.0 · source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source
. Read moresource§impl Message for TrainingPredictionSkewDetectionConfig
impl Message for TrainingPredictionSkewDetectionConfig
source§fn encoded_len(&self) -> usize
fn encoded_len(&self) -> usize
Returns the encoded length of the message without a length delimiter.
source§fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError>where
B: BufMut,
Self: Sized,
fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError>where
B: BufMut,
Self: Sized,
Encodes the message to a buffer. Read more
source§fn encode_to_vec(&self) -> Vec<u8>where
Self: Sized,
fn encode_to_vec(&self) -> Vec<u8>where
Self: Sized,
Encodes the message to a newly allocated buffer.
source§fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError>where
B: BufMut,
Self: Sized,
fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError>where
B: BufMut,
Self: Sized,
Encodes the message with a length-delimiter to a buffer. Read more
source§fn encode_length_delimited_to_vec(&self) -> Vec<u8>where
Self: Sized,
fn encode_length_delimited_to_vec(&self) -> Vec<u8>where
Self: Sized,
Encodes the message with a length-delimiter to a newly allocated buffer.
source§fn decode<B>(buf: B) -> Result<Self, DecodeError>where
B: Buf,
Self: Default,
fn decode<B>(buf: B) -> Result<Self, DecodeError>where
B: Buf,
Self: Default,
Decodes an instance of the message from a buffer. Read more
source§fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError>where
B: Buf,
Self: Default,
fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError>where
B: Buf,
Self: Default,
Decodes a length-delimited instance of the message from the buffer.
source§fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError>where
B: Buf,
Self: Sized,
fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError>where
B: Buf,
Self: Sized,
Decodes an instance of the message from a buffer, and merges it into
self
. Read moresource§fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError>where
B: Buf,
Self: Sized,
fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError>where
B: Buf,
Self: Sized,
Decodes a length-delimited instance of the message from buffer, and
merges it into
self
.source§impl PartialEq for TrainingPredictionSkewDetectionConfig
impl PartialEq for TrainingPredictionSkewDetectionConfig
source§fn eq(&self, other: &TrainingPredictionSkewDetectionConfig) -> bool
fn eq(&self, other: &TrainingPredictionSkewDetectionConfig) -> bool
This method tests for
self
and other
values to be equal, and is used
by ==
.impl StructuralPartialEq for TrainingPredictionSkewDetectionConfig
Auto Trait Implementations§
impl Freeze for TrainingPredictionSkewDetectionConfig
impl RefUnwindSafe for TrainingPredictionSkewDetectionConfig
impl Send for TrainingPredictionSkewDetectionConfig
impl Sync for TrainingPredictionSkewDetectionConfig
impl Unpin for TrainingPredictionSkewDetectionConfig
impl UnwindSafe for TrainingPredictionSkewDetectionConfig
Blanket Implementations§
source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
§impl<T> Instrument for T
impl<T> Instrument for T
§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
source§impl<T> IntoRequest<T> for T
impl<T> IntoRequest<T> for T
source§fn into_request(self) -> Request<T>
fn into_request(self) -> Request<T>
Wrap the input message
T
in a tonic::Request