protected DataType convertInputToMLeapInputType()

in src/main/java/com/amazonaws/sagemaker/helper/DataConversionHelper.java [208:254]
45 lines of code
14 McCabe index (conditional complexity)

    protected DataType convertInputToMLeapInputType(final String type, final String structure) {
        BasicType basicType;
        switch (type) {
            case BasicDataType.INTEGER:
                basicType = support.createInt();
                break;
            case BasicDataType.LONG:
                basicType = support.createLong();
                break;
            case BasicDataType.FLOAT:
                basicType = support.createFloat();
                break;
            case BasicDataType.DOUBLE:
                basicType = support.createDouble();
                break;
            case BasicDataType.BOOLEAN:
                basicType = support.createBoolean();
                break;
            case BasicDataType.BYTE:
                basicType = support.createByte();
                break;
            case BasicDataType.SHORT:
                basicType = support.createShort();
                break;
            case BasicDataType.STRING:
                basicType = support.createString();
                break;
            default:
                basicType = null;
        }
        if (basicType == null) {
            throw new IllegalArgumentException("Data type passed in the request is wrong for one or more columns");
        }
        if (StringUtils.isNotBlank(structure)) {
            switch (structure) {
                case DataStructureType.VECTOR:
                    return new TensorType(basicType, true);
                case DataStructureType.ARRAY:
                    return new ListType(basicType, true);
                case DataStructureType.BASIC:
                    return new ScalarType(basicType, true);
            }
        }
        // if structure field is not passed, it is by default basic
        return new ScalarType(basicType, true);

    }