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ConsensusReport

Struct ConsensusReport 

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pub struct ConsensusReport<K> {
    pub high_consensus: Vec<K>,
    pub single_source: Vec<K>,
    pub rank_disagreement: Vec<(K, Vec<(String, usize)>)>,
}
Expand description

Analyze consensus patterns across retrievers.

Returns statistics about how retrievers agree or disagree on document relevance.

§Example

use rankops::explain::{rrf_explain, analyze_consensus, RetrieverId};
use rankops::RrfConfig;

let bm25 = vec![("d1", 12.5), ("d2", 11.0)];
let dense = vec![("d2", 0.9), ("d3", 0.8)];

let explained = rrf_explain(
    &[&bm25[..], &dense[..]],
    &[RetrieverId::new("bm25"), RetrieverId::new("dense")],
    RrfConfig::default(),
);

let consensus = analyze_consensus(&explained);
// consensus.high_consensus contains documents in all retrievers
// consensus.single_source contains documents only in one retriever

Fields§

§high_consensus: Vec<K>

Documents that appeared in all retrievers (consensus_score == 1.0).

§single_source: Vec<K>

Documents that appeared in only one retriever (consensus_score < 0.5).

§rank_disagreement: Vec<(K, Vec<(String, usize)>)>

Documents with large rank disagreements across retrievers.

A document might appear at rank 0 in one retriever but rank 50 in another, indicating retriever disagreement.

Trait Implementations§

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impl<K: Clone> Clone for ConsensusReport<K>

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fn clone(&self) -> ConsensusReport<K>

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<K: Debug> Debug for ConsensusReport<K>

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

Formats the value using the given formatter. Read more
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impl<'de, K> Deserialize<'de> for ConsensusReport<K>
where K: Deserialize<'de>,

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl<K: PartialEq> PartialEq for ConsensusReport<K>

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fn eq(&self, other: &ConsensusReport<K>) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<K> Serialize for ConsensusReport<K>
where K: Serialize,

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl<K> StructuralPartialEq for ConsensusReport<K>

Auto Trait Implementations§

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impl<K> Freeze for ConsensusReport<K>

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impl<K> RefUnwindSafe for ConsensusReport<K>
where K: RefUnwindSafe,

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impl<K> Send for ConsensusReport<K>
where K: Send,

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impl<K> Sync for ConsensusReport<K>
where K: Sync,

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impl<K> Unpin for ConsensusReport<K>
where K: Unpin,

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impl<K> UnsafeUnpin for ConsensusReport<K>

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impl<K> UnwindSafe for ConsensusReport<K>
where K: UnwindSafe,

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,