无意间多瞄了一眼hbase0.98的代码，想复习下put流程。发现htable里面已经找不到processBatchOfPuts（）奇怪了。看了半天原来变化还真大事实上0.96就没这个了，于是又搞了个0.96的代码看看
之前有篇能够对照差异，请转移至：http://blog.csdn.net/luyee2010/article/details/8435739 只是排版太乱将就看吧。
HTable.java
public void put(final Put put)
throws InterruptedIOException, RetriesExhaustedWithDetailsException {
doPut(put);
if (autoFlush) {
flushCommits();
}
}
//批量
@Override
public void put(final List<Put> puts)
throws InterruptedIOException, RetriesExhaustedWithDetailsException {
for (Put put : puts) {
doPut(put);
}
if (autoFlush) {
flushCommits();
}
}
这里writeAsyncBuffer已经替换了原来的 writeBuffer，事实上仅仅是名字不同
private void doPut(Put put) throws InterruptedIOException, RetriesExhaustedWithDetailsException {
if (ap.hasError()){
backgroundFlushCommits(true);
}
validatePut(put);
currentWriteBufferSize += put.heapSize();
writeAsyncBuffer.add(put);
while (currentWriteBufferSize > writeBufferSize) {
backgroundFlushCommits(false);
}
}
这里应该是backgroundFlushCommits与原来的flushCommits()差点儿相同,but跟踪进去，卧槽！，都是哪跟哪了，差异有点大。之前一行来着
connection.processBatchOfPuts(writeBuffer, tableName, pool);
1。假设当前writeAsyncBuffer不为空或者之前没运行无错误，提交writeAsyncBuffer
private void backgroundFlushCommits(boolean synchronous) throws
InterruptedIOException, RetriesExhaustedWithDetailsException {
try {
// If there is an error on the operations in progress, we don't add new operations.
if (writeAsyncBuffer.size() > 0 && !ap.hasError()) {
ap.submit(writeAsyncBuffer, true);
}
if (synchronous || ap.hasError()) {
if (ap.hasError() && LOG.isDebugEnabled()) {
LOG.debug(tableName + ": One or more of the operations have failed -" +
" waiting for all operation in progress to finish (successfully or not)");
}
ap.waitUntilDone();
}
if (ap.hasError()) {
if (!clearBufferOnFail) {
// if clearBufferOnFailed is not set, we're supposed to keep the failed operation in the
// write buffer. This is a questionable feature kept here for backward compatibility
writeAsyncBuffer.addAll(ap.getFailedOperations());
}
RetriesExhaustedWithDetailsException e = ap.getErrors();
ap.clearErrors();
throw e;
}
} finally {
currentWriteBufferSize = 0;
for (Row mut : writeAsyncBuffer) {
if (mut instanceof Mutation) {
currentWriteBufferSize += ((Mutation) mut).heapSize();
}
}
}
}
这个backgroundFlushCommits看了好久也没看出个啥来。仅仅好跟ap.submit(writeAsyncBuffer, true);
看到这个
Map<HRegionLocation, MultiAction<Row>> actionsByServer =new HashMap<HRegionLocation, MultiAction<Row>>();
的时候感觉一下子有希望了,这个应该跟之前的像吧！
public void submit(List<? extends Row> rows, boolean atLeastOne) throws InterruptedIOException {
if (rows.isEmpty()) {
return;
}
// This looks like we are keying by region but HRegionLocation has a comparator that compares
// on the server portion only (hostname + port) so this Map collects regions by server.
Map<HRegionLocation, MultiAction<Row>> actionsByServer =
new HashMap<HRegionLocation, MultiAction<Row>>();
List<Action<Row>> retainedActions = new ArrayList<Action<Row>>(rows.size());
do {
// Wait until there is at least one slot for a new task.
waitForMaximumCurrentTasks(maxTotalConcurrentTasks - 1);
// Remember the previous decisions about regions or region servers we put in the
// final multi.
Map<String, Boolean> regionIncluded = new HashMap<String, Boolean>();
Map<ServerName, Boolean> serverIncluded = new HashMap<ServerName, Boolean>();
int posInList = -1;
Iterator<? extends Row> it = rows.iterator();
while (it.hasNext()) {
Row r = it.next();
HRegionLocation loc = findDestLocation(r, 1, posInList);
if (loc != null && canTakeOperation(loc, regionIncluded, serverIncluded)) {
// loc is null if there is an error such as meta not available.
Action<Row> action = new Action<Row>(r, ++posInList);
retainedActions.add(action);
addAction(loc, action, actionsByServer);
it.remove();
}
}
} while (retainedActions.isEmpty() && atLeastOne && !hasError());
HConnectionManager.ServerErrorTracker errorsByServer = createServerErrorTracker();
sendMultiAction(retainedActions, actionsByServer, 1, errorsByServer);
}
定位row找到loc(HRegionLocation)
HRegionLocation loc = findDestLocation(r, 1, posInList);
按region聚合action:addAction(loc, action, actionsByServer);
//Group the actions per region server
private void addAction(HRegionLocation loc, Action<Row> action, Map<HRegionLocation,
MultiAction<Row>> actionsByServer) {
final byte[] regionName = loc.getRegionInfo().getRegionName();
MultiAction<Row> multiAction = actionsByServer.get(loc);
if (multiAction == null) {
multiAction = new MultiAction<Row>();
actionsByServer.put(loc, multiAction);
}
multiAction.add(regionName, action);
}
然后是sendMultiAction（）
public void sendMultiAction(final List<Action<Row>> initialActions,
Map<HRegionLocation, MultiAction<Row>> actionsByServer,
final int numAttempt,
final HConnectionManager.ServerErrorTracker errorsByServer) {
// Send the queries and add them to the inProgress list
// This iteration is by server (the HRegionLocation comparator is by server portion only).
for (Map.Entry<HRegionLocation, MultiAction<Row>> e : actionsByServer.entrySet()) {
final HRegionLocation loc = e.getKey();
final MultiAction<Row> multiAction = e.getValue();
incTaskCounters(multiAction.getRegions(), loc.getServerName());
Runnable runnable = Trace.wrap("AsyncProcess.sendMultiAction", new Runnable() {
@Override
public void run() {
MultiResponse res;
try {
MultiServerCallable<Row> callable = createCallable(loc, multiAction);
try {
res = createCaller(callable).callWithoutRetries(callable);
} catch (IOException e) {
LOG.warn("Call to " + loc.getServerName() + " failed numAttempt=" + numAttempt +
", resubmitting all since not sure where we are at", e);
resubmitAll(initialActions, multiAction, loc, numAttempt + 1, e, errorsByServer);
return;
}
receiveMultiAction(initialActions, multiAction, loc, res, numAttempt, errorsByServer);
} finally {
decTaskCounters(multiAction.getRegions(), loc.getServerName());
}
}
});
try {
this.pool.submit(runnable);
} catch (RejectedExecutionException ree) {
// This should never happen. But as the pool is provided by the end user, let's secure
// this a little.
decTaskCounters(multiAction.getRegions(), loc.getServerName());
LOG.warn("The task was rejected by the pool. This is unexpected." +
" Server is " + loc.getServerName(), ree);
// We're likely to fail again, but this will increment the attempt counter, so it will
// finish.
resubmitAll(initialActions, multiAction, loc, numAttempt + 1, ree, errorsByServer);
}
}
}
这里有几个都不是非常懂的样子
1。resubmitAll
2，receiveMultiAction
3，createCaller
直到后面在callable里的call方法里看到了responseProto = getStub().multi(controller, requestProto);这不是HRegionServer.multi()
先看callable吧,其它的慢慢再看。这个后面有 this.pool.submit(runnable)来提交运行的
callable创建
protected MultiServerCallable<Row> createCallable(final HRegionLocation location,
final MultiAction<Row> multi) {
return new MultiServerCallable<Row>(hConnection, tableName, location, multi);
}
call()方法
public MultiResponse call() throws IOException {
int countOfActions = this.multiAction.size();
if (countOfActions <= 0) throw new DoNotRetryIOException("No Actions");
MultiRequest.Builder multiRequestBuilder = MultiRequest.newBuilder();
List<CellScannable> cells = null;
// The multi object is a list of Actions by region. Iterate by region.
for (Map.Entry<byte[], List<Action<R>>> e: this.multiAction.actions.entrySet()) {
final byte [] regionName = e.getKey();
final List<Action<R>> actions = e.getValue();
RegionAction.Builder regionActionBuilder;
if (this.cellBlock) {
// Presize. Presume at least a KV per Action. There are likely more.
if (cells == null) cells = new ArrayList<CellScannable>(countOfActions);
// Send data in cellblocks. The call to buildNoDataMultiRequest will skip RowMutations.
// They have already been handled above. Guess at count of cells
regionActionBuilder = RequestConverter.buildNoDataRegionAction(regionName, actions, cells);
} else {
regionActionBuilder = RequestConverter.buildRegionAction(regionName, actions);
}
multiRequestBuilder.addRegionAction(regionActionBuilder.build());
}
// Controller optionally carries cell data over the proxy/service boundary and also
// optionally ferries cell response data back out again.
PayloadCarryingRpcController controller = new PayloadCarryingRpcController(cells);
controller.setPriority(getTableName());
ClientProtos.MultiResponse responseProto;
ClientProtos.MultiRequest requestProto = multiRequestBuilder.build();
try {
responseProto = getStub().multi(controller, requestProto);
} catch (ServiceException e) {
return createAllFailedResponse(requestProto, ProtobufUtil.getRemoteException(e));
}
return ResponseConverter.getResults(requestProto, responseProto, controller.cellScanner());
}
这里主要看HRegionServer.multi（）
public MultiResponse multi(final RpcController rpcc, final MultiRequest request)
throws ServiceException {
// rpc controller is how we bring in data via the back door; it is unprotobuf'ed data.
// It is also the conduit via which we pass back data.
PayloadCarryingRpcController controller = (PayloadCarryingRpcController)rpcc;
CellScanner cellScanner = controller != null? controller.cellScanner(): null;
if (controller != null) controller.setCellScanner(null);
List<CellScannable> cellsToReturn = null;
MultiResponse.Builder responseBuilder = MultiResponse.newBuilder();
for (RegionAction regionAction : request.getRegionActionList()) {
this.requestCount.add(regionAction.getActionCount());
RegionActionResult.Builder regionActionResultBuilder = RegionActionResult.newBuilder();
HRegion region;
try {
region = getRegion(regionAction.getRegion());
} catch (IOException e) {
regionActionResultBuilder.setException(ResponseConverter.buildException(e));
responseBuilder.addRegionActionResult(regionActionResultBuilder.build());
continue; // For this region it's a failure.
}
if (regionAction.hasAtomic() && regionAction.getAtomic()) {
// How does this call happen? It may need some work to play well w/ the surroundings.
// Need to return an item per Action along w/ Action index. TODO.
try {
mutateRows(region, regionAction.getActionList(), cellScanner);
} catch (IOException e) {
// As it's atomic, we may expect it's a global failure.
regionActionResultBuilder.setException(ResponseConverter.buildException(e));
}
} else {
// doNonAtomicRegionMutation manages the exception internally
cellsToReturn = doNonAtomicRegionMutation(region, regionAction, cellScanner,
regionActionResultBuilder, cellsToReturn);
}
responseBuilder.addRegionActionResult(regionActionResultBuilder.build());
}
// Load the controller with the Cells to return.
if (cellsToReturn != null && !cellsToReturn.isEmpty() && controller != null) {
controller.setCellScanner(CellUtil.createCellScanner(cellsToReturn));
}
return responseBuilder.build();
}
主要代码。其它都是build PB
region = getRegion(regionAction.getRegion());
mutateRows(region, regionAction.getActionList(), cellScanner);
cellsToReturn = doNonAtomicRegionMutation(region, regionAction, cellScanner,
regionActionResultBuilder, cellsToReturn);
当中mutateRows（）是PUT和DELETE相关的
protected void mutateRows(final HRegion region, final List<ClientProtos.Action> actions,
final CellScanner cellScanner)
throws IOException {
if (!region.getRegionInfo().isMetaTable()) {
cacheFlusher.reclaimMemStoreMemory();
}
RowMutations rm = null;
for (ClientProtos.Action action: actions) {
if (action.hasGet()) {
throw new DoNotRetryIOException("Atomic put and/or delete only, not a Get=" +
action.getGet());
}
MutationType type = action.getMutation().getMutateType();
if (rm == null) {
rm = new RowMutations(action.getMutation().getRow().toByteArray());
}
switch (type) {
case PUT:
rm.add(ProtobufUtil.toPut(action.getMutation(), cellScanner));
break;
case DELETE:
rm.add(ProtobufUtil.toDelete(action.getMutation(), cellScanner));
break;
default:
throw new DoNotRetryIOException("Atomic put and/or delete only, not " + type.name());
}
}
region.mutateRow(rm);
}