private protected PredictedLabelScorerBase(ScorerArgumentsBase args, IHostEnvironment env, IDataView data,
ISchemaBoundMapper mapper, RoleMappedSchema trainSchema, string registrationName, string scoreColKind, string scoreColName,
Func <DataViewType, bool> outputTypeMatches, Func <DataViewType, ISchemaBoundRowMapper, DataViewType> getPredColType, string predictedLabelColumnName = DefaultColumnNames.PredictedLabel)
: base(env, data, registrationName, Contracts.CheckRef(mapper, nameof(mapper)).Bindable)
{
Host.CheckValue(args, nameof(args));
Host.CheckNonEmpty(scoreColKind, nameof(scoreColKind));
Host.CheckNonEmpty(scoreColName, nameof(scoreColName));
Host.CheckValue(outputTypeMatches, nameof(outputTypeMatches));
Host.CheckValue(getPredColType, nameof(getPredColType));
var rowMapper = mapper as ISchemaBoundRowMapper;
Host.CheckParam(rowMapper != null, nameof(mapper), "mapper should implement " + nameof(ISchemaBoundRowMapper));
int scoreColIndex;
if (!mapper.OutputSchema.TryGetColumnIndex(scoreColName, out scoreColIndex))
{
throw Host.ExceptParam(nameof(scoreColName), "mapper does not contain a column '{0}'", scoreColName);
}
var scoreType = mapper.OutputSchema[scoreColIndex].Type;
Host.Check(outputTypeMatches(scoreType), "Unexpected predictor output type");
var predColType = getPredColType(scoreType, rowMapper);
Bindings = BindingsImpl.Create(data.Schema, rowMapper, args.Suffix, scoreColKind, scoreColIndex, predColType, predictedLabelColumnName);
OutputSchema = Bindings.AsSchema;
}
protected PredictedLabelScorerBase(IHostEnvironment env, PredictedLabelScorerBase transform,
IDataView newSource, string registrationName)
: base(env, newSource, registrationName, transform.Bindable)
{
Bindings = transform.Bindings.ApplyToSchema(newSource.Schema, Bindable, env);
OutputSchema = Bindings.AsSchema;
}
protected PredictedLabelScorerBase(IHost host, ModelLoadContext ctx, IDataView input,
Func <ColumnType, bool> outputTypeMatches, Func <ColumnType, ISchemaBoundRowMapper, ColumnType> getPredColType)
: base(host, ctx, input)
{
Host.AssertValue(ctx);
Host.AssertValue(host);
Host.AssertValue(outputTypeMatches);
Host.AssertValue(getPredColType);
Bindings = BindingsImpl.Create(ctx, input.Schema, host, Bindable, outputTypeMatches, getPredColType);
}
