@Override
public ModelMetricsListSchemaV3 fillFromImpl(ModelMetricsList mml) {
// TODO: this is failing in PojoUtils with an IllegalAccessException. Why? Different class
// loaders?
// PojoUtils.copyProperties(this, m, PojoUtils.FieldNaming.CONSISTENT);
// Shouldn't need to do this manually. . .
this.model = (mml._model == null ? null : new KeyV3.ModelKeyV3(mml._model._key));
this.frame = (mml._frame == null ? null : new KeyV3.FrameKeyV3(mml._frame._key));
this.predictions_frame =
(mml._predictions_name == null
? null
: new KeyV3.FrameKeyV3(Key.<Frame>make(mml._predictions_name)));
this.reconstruction_error = mml._reconstruction_error;
this.reconstruction_error_per_feature = mml._reconstruction_error_per_feature;
this.deep_features_hidden_layer = mml._deep_features_hidden_layer;
this.reconstruct_train = mml._reconstruct_train;
this.project_archetypes = mml._project_archetypes;
this.reverse_transform = mml._reverse_transform;
this.leaf_node_assignment = mml._leaf_node_assignment;
if (null != mml._model_metrics) {
this.model_metrics = new ModelMetricsBase[mml._model_metrics.length];
for (int i = 0; i < model_metrics.length; i++) {
ModelMetrics mm = mml._model_metrics[i];
this.model_metrics[i] =
(ModelMetricsBase) Schema.schema(3, mm.getClass()).fillFromImpl(mm);
}
} else {
this.model_metrics = new ModelMetricsBase[0];
}
return this;
}
@SuppressWarnings("unused") // called through reflection by RequestServer
public JobsV3 fetch(int version, JobsV3 s) {
Key key = s.job_id.key();
Value val = DKV.get(key);
if (null == val) throw new IllegalArgumentException("Job is missing");
Iced ice = val.get();
if (!(ice instanceof Job))
throw new IllegalArgumentException("Must be a Job not a " + ice.getClass());
Job j = (Job) ice;
s.jobs = new JobV3[1];
// s.fillFromImpl(jobs);
try {
s.jobs[0] = (JobV3) Schema.schema(version, j).fillFromImpl(j);
}
// no special schema for this job subclass, so fall back to JobV3
catch (H2ONotFoundArgumentException e) {
s.jobs[0] = new JobV3().fillFromImpl(j);
}
return s;
}
/**
* Impl class for a collection of jobs; only used in the API to make it easier to cons up the jobs
* array via the magic of PojoUtils.copyProperties.
*/
@SuppressWarnings("unused") // called through reflection by RequestServer
public JobsV3 list(int version, JobsV3 s) {
Job[] jobs = Job.jobs();
// Jobs j = new Jobs();
// j._jobs = Job.jobs();
// PojoUtils.copyProperties(s, j, PojoUtils.FieldNaming.ORIGIN_HAS_UNDERSCORES);
s.jobs = new JobV3[jobs.length];
int i = 0;
for (Job j : jobs) {
try {
s.jobs[i] = (JobV3) Schema.schema(version, j).fillFromImpl(j);
}
// no special schema for this job subclass, so fall back to JobV3
catch (H2ONotFoundArgumentException e) {
s.jobs[i] = new JobV3().fillFromImpl(j);
}
i++; // Java does the increment before the function call which throws?!
}
return s;
}