Struct EventData 

pub struct EventData { /* private fields */ }

Event-indexed dataset with irregular event times and mark columns.

Integer lag algorithms must not treat event indices as regular time steps (§5.4). Use Self::align_to_grid (duration bins), or native event models.

Implementations

impl EventData

pub fn try_new( storage: OwnedColumnarStorage, event_times_ns: impl Into<Arc<[i64]>>, ) -> Result<Self, DataError>

Construct from mark/covariate storage and event timestamps.

Errors

Length mismatch, empty data, or timestamps that are not non-decreasing.

pub fn event_times_ns(&self) -> &[i64]

Event timestamps (nanoseconds).

pub fn storage(&self) -> &OwnedColumnarStorage

Borrow mark / covariate storage.

pub const fn regularity(&self) -> SamplingRegularity

Sampling regularity is always irregular for event data.

pub fn reject_integer_lag_planning(&self) -> Result<(), DataError>

Reject integer-lag sample planning (lags are not durations on irregular data).

Errors

Always returns DataError::InvalidArgument.

pub fn align_to_grid( &self, interval_ns: u64, ) -> Result<TimeSeriesData, DataError>

Align irregular events onto a regular grid via duration bins.

Bins are half-open intervals [t0 + k·Δ, t0 + (k+1)·Δ) covering [t0, t_last] where t0 / t_last are the first / last event times and Δ = interval_ns. Within each bin the last event’s mark values are kept. Empty bins are marked invalid (value zeroed).

The result is a regular TimeSeriesData suitable for integer-lag temporal discovery / identification / estimation.

Errors

Zero interval, empty events, or column construction failures.

Trait Implementations

impl Clone for EventData

fn clone(&self) -> EventData

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EventData

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

Formats the value using the given formatter.

impl TableView for EventData

fn schema(&self) -> &CausalSchema

Immutable causal schema.

fn row_count(&self) -> usize

Number of rows.

fn column(&self, id: VariableId) -> Result<ColumnView<'_>, DataError>

Column view for id.

fn float64_values(&self, id: VariableId) -> Result<Vec<f64>, DataError>

Copy a column into an owned f64 buffer.