Struct google_api_proto::google::cloud::aiplatform::v1beta1::model_monitoring_objective_config::PredictionDriftDetectionConfig
source · pub struct PredictionDriftDetectionConfig {
pub drift_thresholds: BTreeMap<String, ThresholdConfig>,
pub attribution_score_drift_thresholds: BTreeMap<String, ThresholdConfig>,
pub default_drift_threshold: Option<ThresholdConfig>,
}
Expand description
The config for Prediction data drift detection.
Fields§
§drift_thresholds: BTreeMap<String, ThresholdConfig>
Key is the feature name and value is the threshold. If a feature needs to be monitored for drift, a value threshold must be configured for that feature. The threshold here is against feature distribution distance between different time windws.
attribution_score_drift_thresholds: BTreeMap<String, ThresholdConfig>
Key is the feature name and value is the threshold. The threshold here is against attribution score distance between different time windows.
default_drift_threshold: Option<ThresholdConfig>
Drift 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 PredictionDriftDetectionConfig
impl Clone for PredictionDriftDetectionConfig
source§fn clone(&self) -> PredictionDriftDetectionConfig
fn clone(&self) -> PredictionDriftDetectionConfig
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 PredictionDriftDetectionConfig
impl Message for PredictionDriftDetectionConfig
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 PredictionDriftDetectionConfig
impl PartialEq for PredictionDriftDetectionConfig
source§fn eq(&self, other: &PredictionDriftDetectionConfig) -> bool
fn eq(&self, other: &PredictionDriftDetectionConfig) -> bool
This method tests for
self
and other
values to be equal, and is used
by ==
.impl StructuralPartialEq for PredictionDriftDetectionConfig
Auto Trait Implementations§
impl Freeze for PredictionDriftDetectionConfig
impl RefUnwindSafe for PredictionDriftDetectionConfig
impl Send for PredictionDriftDetectionConfig
impl Sync for PredictionDriftDetectionConfig
impl Unpin for PredictionDriftDetectionConfig
impl UnwindSafe for PredictionDriftDetectionConfig
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