Struct ProvenanceGraph 

pub struct ProvenanceGraph { /* private fields */ }

Complete provenance graph for tracking lineage

Implementations

impl ProvenanceGraph

pub fn new() -> Self

Create a new provenance graph

pub fn add_dataset(&mut self, provenance: DatasetProvenance)

Add a dataset provenance record

pub fn add_training(&mut self, provenance: TrainingProvenance)

Add a training provenance record

pub fn get_dataset(&self, dataset_cid: &Cid) -> Option<&DatasetProvenance>

Get dataset provenance

pub fn get_training(&self, model_cid: &Cid) -> Option<&TrainingProvenance>

Get training provenance

pub fn trace_lineage( &self, model_cid: &Cid, ) -> Result<LineageTrace, ProvenanceError>

Trace lineage backward from a model to all source datasets

pub fn get_all_attributions( &self, model_cid: &Cid, ) -> Result<Vec<Attribution>, ProvenanceError>

Get all attributions for a model (including from datasets)

pub fn get_all_licenses( &self, model_cid: &Cid, ) -> Result<HashSet<License>, ProvenanceError>

Get all licenses in the lineage

pub fn is_reproducible(&self, model_cid: &Cid) -> bool

Check if lineage is reproducible (has all necessary metadata)

Trait Implementations

impl Clone for ProvenanceGraph

fn clone(&self) -> ProvenanceGraph

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ProvenanceGraph

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

Formats the value using the given formatter.

impl Default for ProvenanceGraph

fn default() -> Self

Returns the “default value” for a type.