Examples with HashProvenance com.oracle.labs.mlrg.olcut.provenance.primitives.HashProvenance used on opensource projects

Example 1 with HashProvenance

use of com.oracle.labs.mlrg.olcut.provenance.primitives.HashProvenance 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);
}

Example 2 with HashProvenance

use of com.oracle.labs.mlrg.olcut.provenance.primitives.HashProvenance 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);
}