@Override
public int compare(KeyValue o1, KeyValue o2) {
int d;
if ((d = Bytes.memcmp(o1.key(), o2.key())) != 0) {
return d;
} else if ((d = Bytes.memcmp(o1.family(), o2.family())) != 0) {
return d;
} else if ((d = Bytes.memcmp(o1.qualifier(), o2.qualifier())) != 0) {
return d;
} else if ((d = Long.signum(o2.timestamp() - o1.timestamp())) != 0) {
return d;
} else {
d = Bytes.memcmp(o1.value(), o2.value());
}
return d;
}
@Override
@SuppressWarnings({"rawtypes", "unchecked"})
public void execute(TridentTuple tuple, TridentCollector collector) {
List<KeyValue> keyValueList = (List<KeyValue>) tuple.getValue(0);
for (KeyValue keyValue : keyValueList) {
Values values = new Values();
if (this.rowKey) {
if (this.rowKeyDeserializer != null) {
values.add(this.rowKeyDeserializer.deserialize(keyValue.key()));
} else {
values.add(new String(keyValue.key()));
}
}
if (this.family) {
if (this.columnFamilyDeserializer != null) {
values.add(this.columnFamilyDeserializer.deserialize(keyValue.family()));
} else {
values.add(new String(keyValue.family()));
}
}
if (this.qualifier) {
if (this.columnQualifierDeserializer != null) {
values.add(this.columnFamilyDeserializer.deserialize(keyValue.qualifier()));
} else {
values.add(new String(keyValue.qualifier()));
}
}
if (this.value) {
if (this.valueDeserializer != null) {
values.add(this.valueDeserializer.deserialize(keyValue.value()));
} else {
values.add(new String(keyValue.value()));
}
}
if (this.timestamp) {
values.add(keyValue.timestamp());
}
collector.emit(values);
}
}
@Test
public void parseFromColumn() throws Exception {
final KeyValue column = mock(KeyValue.class);
when(column.key()).thenReturn(new byte[] {0, 0, 1, 0, 0, 1, 0, 0, 1});
when(column.value())
.thenReturn(
storage.getColumn(
new byte[] {0, 0, 1, 0, 0, 1, 0, 0, 1},
NAME_FAMILY,
"ts_meta".getBytes(MockBase.ASCII())));
final TSMeta meta = TSMeta.parseFromColumn(tsdb, column, false).joinUninterruptibly();
assertNotNull(meta);
assertEquals("000001000001000001", meta.getTSUID());
assertNull(meta.getMetric());
}
@Test(expected = NoSuchUniqueId.class)
public void parseFromColumnWithUIDMetaNSU() throws Exception {
class ErrBack implements Callback<Object, Exception> {
@Override
public Object call(Exception e) throws Exception {
Throwable ex = e;
while (ex.getClass().equals(DeferredGroupException.class)) {
ex = ex.getCause();
}
throw (Exception) ex;
}
}
final KeyValue column = mock(KeyValue.class);
when(column.key()).thenReturn(new byte[] {0, 0, 1, 0, 0, 1, 0, 0, 2});
when(column.value())
.thenReturn(
("{\"tsuid\":\"000001000001000002\",\""
+ "description\":\"Description\",\"notes\":\"Notes\",\"created\":1328140800,"
+ "\"custom\":null,\"units\":\"\",\"retention\":42,\"max\":1.0,\"min\":"
+ "\"NaN\",\"displayName\":\"Display\",\"dataType\":\"Data\"}")
.getBytes(MockBase.ASCII()));
TSMeta.parseFromColumn(tsdb, column, true).addErrback(new ErrBack()).joinUninterruptibly();
}
public Deferred<Object> call(final Object arg) {
return client.delete(new DeleteRequest(table, kv.key(), kv.family(), kv.qualifier()));
}
private static int fsck(
final TSDB tsdb,
final HBaseClient client,
final byte[] table,
final boolean fix,
final String[] args)
throws Exception {
/** Callback to asynchronously delete a specific {@link KeyValue}. */
final class DeleteOutOfOrder implements Callback<Deferred<Object>, Object> {
private final KeyValue kv;
public DeleteOutOfOrder(final KeyValue kv) {
this.kv = kv;
}
public Deferred<Object> call(final Object arg) {
return client.delete(new DeleteRequest(table, kv.key(), kv.family(), kv.qualifier()));
}
public String toString() {
return "delete out-of-order data";
}
}
int errors = 0;
int correctable = 0;
final short metric_width = width(tsdb, "metrics");
final short name_width = width(tsdb, "tag_names");
final short value_width = width(tsdb, "tag_values");
final ArrayList<Query> queries = new ArrayList<Query>();
CliQuery.parseCommandLineQuery(args, tsdb, queries, null, null);
final StringBuilder buf = new StringBuilder();
for (final Query query : queries) {
final long start_time = System.nanoTime();
long ping_start_time = start_time;
LOG.info("Starting to fsck data covered by " + query);
long kvcount = 0;
long rowcount = 0;
final Bytes.ByteMap<Seen> seen = new Bytes.ByteMap<Seen>();
final Scanner scanner = Core.getScanner(query);
ArrayList<ArrayList<KeyValue>> rows;
while ((rows = scanner.nextRows().joinUninterruptibly()) != null) {
for (final ArrayList<KeyValue> row : rows) {
rowcount++;
// Take a copy of the row-key because we're going to zero-out the
// timestamp and use that as a key in our `seen' map.
final byte[] key = row.get(0).key().clone();
final long base_time = Bytes.getUnsignedInt(key, metric_width);
for (int i = metric_width; i < metric_width + Const.TIMESTAMP_BYTES; i++) {
key[i] = 0;
}
Seen prev = seen.get(key);
if (prev == null) {
prev = new Seen(base_time - 1, row.get(0));
seen.put(key, prev);
}
for (final KeyValue kv : row) {
kvcount++;
if (kvcount % 100000 == 0) {
final long now = System.nanoTime();
ping_start_time = (now - ping_start_time) / 1000000;
LOG.info(
"... "
+ kvcount
+ " KV analyzed in "
+ ping_start_time
+ "ms ("
+ (100000 * 1000 / ping_start_time)
+ " KVs/s)");
ping_start_time = now;
}
if (kv.qualifier().length != 2) {
LOG.warn(
"Ignoring unsupported KV with a qualifier of "
+ kv.qualifier().length
+ " bytes:"
+ kv);
continue;
}
final short qualifier = Bytes.getShort(kv.qualifier());
final short delta = (short) ((qualifier & 0xFFFF) >>> FLAG_BITS);
final long timestamp = base_time + delta;
byte[] value = kv.value();
if (value.length > 8) {
errors++;
LOG.error("Value more than 8 byte long with a 2-byte" + " qualifier.\n\t" + kv);
}
// TODO(tsuna): Don't hardcode 0x8 / 0x3 here.
if ((qualifier & (0x8 | 0x3)) == (0x8 | 0x3)) { // float | 4 bytes
// The qualifier says the value is on 4 bytes, and the value is
// on 8 bytes, then the 4 MSBs must be 0s. Old versions of the
// code were doing this. It's kinda sad. Some versions had a
// bug whereby the value would be sign-extended, so we can
// detect these values and fix them here.
if (value.length == 8) {
if (value[0] == -1 && value[1] == -1 && value[2] == -1 && value[3] == -1) {
errors++;
correctable++;
if (fix) {
value = value.clone(); // We're going to change it.
value[0] = value[1] = value[2] = value[3] = 0;
client.put(new PutRequest(table, kv.key(), kv.family(), kv.qualifier(), value));
} else {
LOG.error(
"Floating point value with 0xFF most significant"
+ " bytes, probably caused by sign extension bug"
+ " present in revisions [96908436..607256fc].\n"
+ "\t"
+ kv);
}
} else if (value[0] != 0 || value[1] != 0 || value[2] != 0 || value[3] != 0) {
errors++;
}
} else if (value.length != 4) {
errors++;
LOG.error(
"This floating point value must be encoded either on"
+ " 4 or 8 bytes, but it's on "
+ value.length
+ " bytes.\n\t"
+ kv);
}
}
if (timestamp <= prev.timestamp()) {
errors++;
correctable++;
if (fix) {
final byte[] newkey = kv.key().clone();
// Fix the timestamp in the row key.
final long new_base_time = (timestamp - (timestamp % Const.MAX_TIMESPAN));
Bytes.setInt(newkey, (int) new_base_time, metric_width);
final short newqual =
(short) ((timestamp - new_base_time) << FLAG_BITS | (qualifier & FLAGS_MASK));
final DeleteOutOfOrder delooo = new DeleteOutOfOrder(kv);
if (timestamp < prev.timestamp()) {
client
.put(
new PutRequest(
table, newkey, kv.family(), Bytes.fromShort(newqual), value))
// Only delete the offending KV once we're sure that the new
// KV has been persisted in HBase.
.addCallbackDeferring(delooo);
} else {
// We have two data points at exactly the same timestamp.
// This can happen when only the flags differ. This is
// typically caused by one data point being an integer and
// the other being a floating point value. In this case
// we just delete the duplicate data point and keep the
// first one we saw.
delooo.call(null);
}
} else {
buf.setLength(0);
buf.append(
timestamp < prev.timestamp()
? "Out of order data.\n\t"
: "Duplicate data point with different flags.\n\t")
.append(timestamp)
.append(" (")
.append(DumpSeries.date(timestamp))
.append(") @ ")
.append(kv)
.append("\n\t");
DumpSeries.formatKeyValue(buf, tsdb, kv, base_time);
buf.append("\n\t was found after\n\t")
.append(prev.timestamp)
.append(" (")
.append(DumpSeries.date(prev.timestamp))
.append(") @ ")
.append(prev.kv)
.append("\n\t");
DumpSeries.formatKeyValue(
buf, tsdb, prev.kv, Bytes.getUnsignedInt(prev.kv.key(), metric_width));
LOG.error(buf.toString());
}
} else {
prev.setTimestamp(timestamp);
prev.kv = kv;
}
}
}
}
final long timing = (System.nanoTime() - start_time) / 1000000;
System.out.println(
kvcount
+ " KVs (in "
+ rowcount
+ " rows) analyzed in "
+ timing
+ "ms (~"
+ (kvcount * 1000 / timing)
+ " KV/s)");
}
System.out.println(errors != 0 ? "Found " + errors + " errors." : "No error found.");
if (!fix && correctable > 0) {
System.out.println(
correctable
+ " of these errors are automatically"
+ " correctable, re-run with --fix.\n"
+ "Make sure you understand the errors above and you"
+ " know what you're doing before using --fix.");
}
return errors;
}