聊聊SpinalTap的MysqlEventFilter

本文主要研究一下SpinalTap的MysqlEventFilter

MysqlEventFilter

SpinalTap/spinaltap-mysql/src/main/java/com/airbnb/spinaltap/mysql/event/filter/MysqlEventFilter.java

public abstract class MysqlEventFilter implements Filter<BinlogEvent> {
  public static Filter<BinlogEvent> create(
      @NonNull final TableCache tableCache,
      @NonNull final Set<String> tableNames,
      @NonNull final AtomicReference<SourceState> state) {
    return ChainedFilter.<BinlogEvent>builder()
        .addFilter(new EventTypeFilter())
        .addFilter(new TableFilter(tableCache, tableNames))
        .addFilter(new DuplicateFilter(state))
        .build();
  }
}
  • MysqlEventFilter提供了create方法,使用ChainedFilter来构造BinlogEvent的Filter,默认添加了EventTypeFilter、TableFilter、DuplicateFilter

EventTypeFilter

SpinalTap/spinaltap-mysql/src/main/java/com/airbnb/spinaltap/mysql/event/filter/EventTypeFilter.java

@RequiredArgsConstructor
final class EventTypeFilter extends MysqlEventFilter {
  @SuppressWarnings("unchecked")
  private static final Set<Class<? extends BinlogEvent>> WHITELISTED_EVENT_TYPES =
      ImmutableSet.of(
          TableMapEvent.class,
          WriteEvent.class,
          UpdateEvent.class,
          DeleteEvent.class,
          XidEvent.class,
          QueryEvent.class,
          StartEvent.class,
          GTIDEvent.class);

  public boolean apply(@NonNull final BinlogEvent event) {
    return WHITELISTED_EVENT_TYPES.contains(event.getClass());
  }
}
  • EventTypeFilter继承了MysqlEventFilter,其apply方法通过WHITELISTED_EVENT_TYPES来进行过滤

TableFilter

SpinalTap/spinaltap-mysql/src/main/java/com/airbnb/spinaltap/mysql/event/filter/TableFilter.java

@RequiredArgsConstructor
final class TableFilter extends MysqlEventFilter {
  @NonNull private final TableCache tableCache;
  @NonNull private final Set<String> tableNames;

  public boolean apply(@NonNull final BinlogEvent event) {
    if (event instanceof TableMapEvent) {
      TableMapEvent tableMap = (TableMapEvent) event;
      return tableNames.contains(
          Table.canonicalNameOf(tableMap.getDatabase(), tableMap.getTable()));
    } else if (event.isMutation()) {
      return tableCache.contains(event.getTableId());
    }

    return true;
  }
}
  • TableFilter继承了TableFilter,其apply方法在event为TableMapEvent是,通过database、table来判断,在event.isMutation()为true是通过tableCache.contains(event.getTableId())来判断,其余情况返回true

DuplicateFilter

SpinalTap/spinaltap-mysql/src/main/java/com/airbnb/spinaltap/mysql/event/filter/DuplicateFilter.java

@RequiredArgsConstructor
public final class DuplicateFilter extends MysqlEventFilter {
  @NonNull private final AtomicReference<SourceState> state;

  public boolean apply(@NonNull final BinlogEvent event) {
    // Only applies to mutation events
    if (!event.isMutation()) {
      return true;
    }

    // We need to tell if position in `event` and in `state` are from the same source
    // MySQL server, because a failover may have happened and we are currently streaming
    // from the new master.
    // If they are from the same source server, we can just use the binlog filename and
    // position (offset) to tell whether we should skip this event.
    BinlogFilePos eventBinlogPos = event.getBinlogFilePos();
    BinlogFilePos savedBinlogPos = state.get().getLastPosition();
    // Use the same logic in BinlogFilePos.compareTo() here...
    if (BinlogFilePos.shouldCompareUsingFilePosition(eventBinlogPos, savedBinlogPos)) {
      return event.getOffset() > state.get().getLastOffset();
    }

    // If this point is reached, a master failover might have happened.
    // We can only use GTIDSet to tell whether this event should be skipped.
    // We should only skip this event if GTIDSet in event is a "proper subset" of the GTIDSet
    // in saved state, because it is possible that the last transaction we streamed before the
    // failover is in the middle of a transaction.
    GtidSet eventGtidSet = eventBinlogPos.getGtidSet();
    GtidSet savedGtidSet = savedBinlogPos.getGtidSet();
    return !eventGtidSet.isContainedWithin(savedGtidSet) && !eventGtidSet.equals(savedGtidSet);
  }
}
  • DuplicateFilter继承了MysqlEventFilter,它会通过binlog的offset来判断

小结

MysqlEventFilter提供了create方法,使用ChainedFilter来构造BinlogEvent的Filter,默认添加了EventTypeFilter、TableFilter、DuplicateFilter

doc

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