@Override
@SuppressWarnings("unchecked")
public void initialize(InputSplit split, TaskAttemptContext ctx)
throws IOException, InterruptedException {
// set up columns that needs to read from the RCFile.
tDesc = TStructDescriptor.getInstance(typeRef.getRawClass());
thriftWritable = ThriftWritable.newInstance((Class<TBase<?, ?>>) typeRef.getRawClass());
final List<Field> tFields = tDesc.getFields();
FileSplit fsplit = (FileSplit) split;
Path file = fsplit.getPath();
LOG.info(
String.format(
"reading %s from %s:%d:%d",
typeRef.getRawClass().getName(),
file.toString(),
fsplit.getStart(),
fsplit.getStart() + fsplit.getLength()));
ColumnarMetadata storedInfo = RCFileUtil.readMetadata(ctx.getConfiguration(), file);
// list of field numbers
List<Integer> tFieldIds =
Lists.transform(
tFields,
new Function<Field, Integer>() {
public Integer apply(Field fd) {
return Integer.valueOf(fd.getFieldId());
}
});
columnsBeingRead =
RCFileUtil.findColumnsToRead(ctx.getConfiguration(), tFieldIds, storedInfo);
for (int idx : columnsBeingRead) {
int fid = storedInfo.getFieldId(idx);
if (fid >= 0) {
knownRequiredFields.add(tFields.get(tFieldIds.indexOf(fid)));
} else {
readUnknownsColumn = true;
}
}
ColumnProjectionUtils.setReadColumnIDs(ctx.getConfiguration(), columnsBeingRead);
// finally!
super.initialize(split, ctx);
}
/**
* Builds Thrift object from the raw bytes returned by RCFile reader.
*
* @throws TException
*/
@SuppressWarnings({"unchecked", "rawtypes"})
public TBase<?, ?> getCurrentThriftValue()
throws IOException, InterruptedException, TException {
BytesRefArrayWritable byteRefs = getCurrentBytesRefArrayWritable();
if (byteRefs == null) {
return null;
}
TBase tObj = tDesc.newThriftObject();
for (int i = 0; i < knownRequiredFields.size(); i++) {
BytesRefWritable buf = byteRefs.get(columnsBeingRead.get(i));
if (buf.getLength() > 0) {
memTransport.reset(buf.getData(), buf.getStart(), buf.getLength());
Field field = knownRequiredFields.get(i);
tObj.setFieldValue(field.getFieldIdEnum(), ThriftUtils.readFieldNoTag(tProto, field));
}
// else no need to set default value since any default value
// would have been serialized when this record was written.
}
// parse unknowns column if required
if (readUnknownsColumn) {
int last = columnsBeingRead.get(columnsBeingRead.size() - 1);
BytesRefWritable buf = byteRefs.get(last);
if (buf.getLength() > 0) {
memTransport.reset(buf.getData(), buf.getStart(), buf.getLength());
tObj.read(tProto);
}
}
return tObj;
}