use of org.tribuo.provenance.impl.EmptyDatasetProvenance in project tribuo by oracle.
the class StripProvenance method cleanEnsembleProvenance.
/**
* Creates a new ensemble provenance with the requested information removed.
* @param old The old ensemble provenance.
* @param memberProvenance The new member provenances.
* @param provenanceHash The old ensemble provenance hash.
* @param opt The program options.
* @return The new ensemble provenance with the requested fields removed.
*/
private static EnsembleModelProvenance cleanEnsembleProvenance(EnsembleModelProvenance old, ListProvenance<ModelProvenance> memberProvenance, String provenanceHash, StripProvenanceOptions opt) {
// Dataset provenance
DatasetProvenance datasetProvenance;
if (opt.removeProvenances.contains(ALL) || opt.removeProvenances.contains(DATASET)) {
datasetProvenance = new EmptyDatasetProvenance();
} else {
datasetProvenance = old.getDatasetProvenance();
}
// Trainer provenance
TrainerProvenance trainerProvenance;
if (opt.removeProvenances.contains(ALL) || opt.removeProvenances.contains(TRAINER)) {
trainerProvenance = new EmptyTrainerProvenance();
} else {
trainerProvenance = old.getTrainerProvenance();
}
// Instance provenance
OffsetDateTime time;
Map<String, Provenance> instanceProvenance;
if (opt.removeProvenances.contains(ALL) || opt.removeProvenances.contains(INSTANCE)) {
instanceProvenance = new HashMap<>();
time = OffsetDateTime.MIN;
} else {
instanceProvenance = new HashMap<>(old.getInstanceProvenance().getMap());
time = old.getTrainingTime();
}
if (opt.storeHash) {
logger.info("Writing provenance hash into instance map.");
instanceProvenance.put("original-provenance-hash", new HashProvenance(opt.hashType, "original-provenance-hash", provenanceHash));
}
return new EnsembleModelProvenance(old.getClassName(), time, datasetProvenance, trainerProvenance, instanceProvenance, memberProvenance);
}
use of org.tribuo.provenance.impl.EmptyDatasetProvenance in project tribuo by oracle.
the class StripProvenance method cleanProvenance.
/**
* Creates a new model provenance with the requested provenances stripped out.
* @param old The old model provenance.
* @param provenanceHash The hash of the provenance (if requested it can be written into the new provenance for tracking).
* @param opt The program options.
* @return A new model provenance.
*/
private static ModelProvenance cleanProvenance(ModelProvenance old, String provenanceHash, StripProvenanceOptions opt) {
// Dataset provenance
DatasetProvenance datasetProvenance;
if (opt.removeProvenances.contains(ALL) || opt.removeProvenances.contains(DATASET)) {
datasetProvenance = new EmptyDatasetProvenance();
} else {
datasetProvenance = old.getDatasetProvenance();
}
// Trainer provenance
TrainerProvenance trainerProvenance;
if (opt.removeProvenances.contains(ALL) || opt.removeProvenances.contains(TRAINER)) {
trainerProvenance = new EmptyTrainerProvenance();
} else {
trainerProvenance = old.getTrainerProvenance();
}
// Instance provenance
OffsetDateTime time;
Map<String, Provenance> instanceProvenance;
if (opt.removeProvenances.contains(ALL) || opt.removeProvenances.contains(INSTANCE)) {
instanceProvenance = new HashMap<>();
time = OffsetDateTime.MIN;
} else {
instanceProvenance = new HashMap<>(old.getInstanceProvenance().getMap());
time = old.getTrainingTime();
}
if (opt.storeHash) {
logger.info("Writing provenance hash into instance map.");
instanceProvenance.put("original-provenance-hash", new HashProvenance(opt.hashType, "original-provenance-hash", provenanceHash));
}
boolean stripSystem;
if (opt.removeProvenances.contains(ALL) || opt.removeProvenances.contains(SYSTEM)) {
stripSystem = true;
} else {
stripSystem = false;
}
return new ModelProvenance(old.getClassName(), time, datasetProvenance, trainerProvenance, instanceProvenance, !stripSystem);
}
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