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Interact with a FHIR terminology server from Spark.
/*
* Copyright 2023 Commonwealth Scientific and Industrial Research
* Organisation (CSIRO) ABN 41 687 119 230.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package au.csiro.pathling.fhirpath.encoding;
import static java.util.Objects.isNull;
import static java.util.Objects.nonNull;
import static org.apache.spark.sql.functions.lit;
import java.util.List;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import org.apache.spark.sql.Column;
import org.apache.spark.sql.Row;
import org.apache.spark.sql.RowFactory;
import org.apache.spark.sql.functions;
import org.apache.spark.sql.types.DataTypes;
import org.apache.spark.sql.types.Metadata;
import org.apache.spark.sql.types.MetadataBuilder;
import org.apache.spark.sql.types.StructField;
import org.apache.spark.sql.types.StructType;
import org.hl7.fhir.r4.model.Coding;
/**
* Object decoders/encoders for {@link Coding} and collections of it.
*/
public interface CodingEncoding {
/**
* @return a {@link StructType} that can house a Coding
*/
@Nonnull
static StructType codingStructType() {
final Metadata metadata = new MetadataBuilder().build();
final StructField id = new StructField("id", DataTypes.StringType, true, metadata);
final StructField system = new StructField("system", DataTypes.StringType, true, metadata);
final StructField version = new StructField("version", DataTypes.StringType, true, metadata);
final StructField code = new StructField("code", DataTypes.StringType, true, metadata);
final StructField display = new StructField("display", DataTypes.StringType, true, metadata);
final StructField userSelected = new StructField("userSelected", DataTypes.BooleanType, true,
metadata);
final StructField fid = new StructField("_fid", DataTypes.IntegerType, true,
metadata);
return new StructType(new StructField[]{id, system, version, code, display, userSelected, fid});
}
/**
* A {@link StructType} for a Coding.
*/
StructType DATA_TYPE = codingStructType();
int SYSTEM_INDEX = DATA_TYPE.fieldIndex("system");
int VERSION_INDEX = DATA_TYPE.fieldIndex("version");
int CODE_INDEX = DATA_TYPE.fieldIndex("code");
int DISPLAY_INDEX = DATA_TYPE.fieldIndex("display");
int USER_SELECTED_INDEX = DATA_TYPE.fieldIndex("userSelected");
/**
* Encodes a Coding to a Row (spark SQL compatible type)
*
* @param coding a coding to encode
* @return the Row representation of the coding
*/
@Nullable
static Row encode(@Nullable final Coding coding) {
if (coding == null) {
return null;
} else {
final Boolean userSelected = coding.hasUserSelected()
? coding.getUserSelected()
: null;
return RowFactory.create(coding.getId(), coding.getSystem(), coding.getVersion(),
coding.getCode(), coding.getDisplay(), userSelected, null /* _fid */);
}
}
/**
* Decodes a Coding from a Row.
*
* @param row the row to decode
* @return the resulting Coding
*/
@Nullable
static Coding decode(@Nullable final Row row) {
if (isNull(row)) {
return null;
}
final Coding coding = new Coding();
coding.setSystem(row.getString(SYSTEM_INDEX));
coding.setVersion(row.getString(VERSION_INDEX));
coding.setCode(row.getString(CODE_INDEX));
coding.setDisplay(row.getString(DISPLAY_INDEX));
if (!row.isNullAt(USER_SELECTED_INDEX)) {
coding.setUserSelected(row.getBoolean(USER_SELECTED_INDEX));
}
return coding;
}
/**
* Encodes a list of Codings to a Row[] (spark SQL compatible type)
*
* @param codings a list of codings to encode
* @return the Row[] representation of the coding
*/
@Nullable
static Row[] encodeList(@Nullable final List codings) {
return codings == null
? null
: codings.stream().map(CodingEncoding::encode).toArray(Row[]::new);
}
@Nonnull
static Column toStruct(@Nonnull final Column id, @Nonnull final Column system,
@Nonnull final Column version, @Nonnull final Column code, @Nonnull final Column display,
@Nonnull final Column userSelected) {
return functions.struct(
id.as("id"),
system.as("system"),
version.as("version"),
code.as("code"),
display.as("display"),
userSelected.as("userSelected"),
lit(null).as("_fid")
);
}
@Nonnull
private static Column userSelectedToLiteral(@Nonnull final Coding coding) {
return coding.hasUserSelected()
? lit(coding.getUserSelected())
: lit(null);
}
/**
* Encodes the coding as a literal column.
*
* @param coding the Coding to encode.
* @return the column with the literal representation of the coding.
*/
@Nonnull
static Column toLiteralColumn(@Nullable final Coding coding) {
return nonNull(coding)
? toStruct(lit(coding.getId()), lit(coding.getSystem()), lit(coding.getVersion()),
lit(coding.getCode()), lit(coding.getDisplay()), userSelectedToLiteral(coding))
: lit(null);
}
}
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