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EntityGroup

datasynth_graph::ml::entity_groups

Struct EntityGroup

pub struct EntityGroup {
    pub group_id: u64,
    pub members: Vec<NodeId>,
    pub group_type: GroupType,
    pub confidence: f64,
    pub hub_node: Option<NodeId>,
    pub internal_volume: f64,
    pub external_volume: f64,
    pub cohesion: f64,
}

Expand description

A detected entity group.

Fields§

§group_id: u64

Unique group identifier.

§members: Vec<NodeId>

Member node IDs.

§group_type: GroupType

Group type classification.

§confidence: f64

Confidence in group detection.

§hub_node: Option<NodeId>

Hub node (most connected within group).

§internal_volume: f64

Total internal transaction volume.

§external_volume: f64

Total external transaction volume.

§cohesion: f64

Cohesion (internal edge density).

Implementations§

impl EntityGroup

pub fn new(group_id: u64, members: Vec<NodeId>, group_type: GroupType) -> Self

Creates a new entity group.

pub fn with_hub(self, hub: NodeId) -> Self

Sets the hub node.

pub fn with_volumes(self, internal: f64, external: f64) -> Self

Sets the volumes.

pub fn with_cohesion(self, cohesion: f64) -> Self

Sets the cohesion.

pub fn size(&self) -> usize

Returns member count.

pub fn contains(&self, node_id: NodeId) -> bool

Checks if a node is a member.

Trait Implementations§

impl Clone for EntityGroup

fn clone(&self) -> EntityGroup

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

impl Debug for EntityGroup

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for EntityGroup

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

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for EntityGroup

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

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for EntityGroup

impl RefUnwindSafe for EntityGroup

impl Send for EntityGroup

impl Sync for EntityGroup

impl Unpin for EntityGroup

impl UnsafeUnpin for EntityGroup

impl UnwindSafe for EntityGroup

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,