Examples with AggregateRequest org.apache.hadoop.hbase.shaded.protobuf.generated.AggregateProtos.AggregateRequest used on opensource projects

Example 1 with AggregateRequest

use of org.apache.hadoop.hbase.shaded.protobuf.generated.AggregateProtos.AggregateRequest in project hbase by apache.

the class AggregationClient method sum.

/**
 * It sums up the value returned from various regions. In case qualifier is
 * null, summation of all the column qualifiers in the given family is done.
 * @param table table to scan.
 * @param ci the user's ColumnInterpreter implementation
 * @param scan the HBase scan object to use to read data from HBase
 * @return sum <S>
 * @throws Throwable The caller is supposed to handle the exception as they are thrown
 *           & propagated to it.
 */
public <R, S, P extends Message, Q extends Message, T extends Message> S sum(final Table table, final ColumnInterpreter<R, S, P, Q, T> ci, final Scan scan) throws Throwable {
    final AggregateRequest requestArg = validateArgAndGetPB(scan, ci, false);
    class SumCallBack implements Batch.Callback<S> {

        S sumVal = null;

        public S getSumResult() {
            return sumVal;
        }

        @Override
        public synchronized void update(byte[] region, byte[] row, S result) {
            sumVal = ci.add(sumVal, result);
        }
    }
    SumCallBack sumCallBack = new SumCallBack();
    table.coprocessorService(AggregateService.class, scan.getStartRow(), scan.getStopRow(), new Batch.Call<AggregateService, S>() {

        @Override
        public S call(AggregateService instance) throws IOException {
            RpcController controller = new AggregationClientRpcController();
            // Not sure what is going on here why I have to do these casts. TODO.
            CoprocessorRpcUtils.BlockingRpcCallback<AggregateResponse> rpcCallback = new CoprocessorRpcUtils.BlockingRpcCallback<>();
            instance.getSum(controller, requestArg, rpcCallback);
            AggregateResponse response = rpcCallback.get();
            if (controller.failed()) {
                throw new IOException(controller.errorText());
            }
            if (response.getFirstPartCount() == 0) {
                return null;
            }
            ByteString b = response.getFirstPart(0);
            T t = getParsedGenericInstance(ci.getClass(), 4, b);
            S s = ci.getPromotedValueFromProto(t);
            return s;
        }
    }, sumCallBack);
    return sumCallBack.getSumResult();
}

Example 2 with AggregateRequest

use of org.apache.hadoop.hbase.shaded.protobuf.generated.AggregateProtos.AggregateRequest in project hbase by apache.

the class AggregationClient method min.

/**
 * It gives the minimum value of a column for a given column family for the
 * given range. In case qualifier is null, a min of all values for the given
 * family is returned.
 * @param table table to scan.
 * @param ci the user's ColumnInterpreter implementation
 * @param scan the HBase scan object to use to read data from HBase
 * @return min val <R>
 * @throws Throwable The caller is supposed to handle the exception as they are thrown
 *           & propagated to it.
 */
public <R, S, P extends Message, Q extends Message, T extends Message> R min(final Table table, final ColumnInterpreter<R, S, P, Q, T> ci, final Scan scan) throws Throwable {
    final AggregateRequest requestArg = validateArgAndGetPB(scan, ci, false);
    class MinCallBack implements Batch.Callback<R> {

        private R min = null;

        public R getMinimum() {
            return min;
        }

        @Override
        public synchronized void update(byte[] region, byte[] row, R result) {
            min = (min == null || (result != null && ci.compare(result, min) < 0)) ? result : min;
        }
    }
    MinCallBack minCallBack = new MinCallBack();
    table.coprocessorService(AggregateService.class, scan.getStartRow(), scan.getStopRow(), new Batch.Call<AggregateService, R>() {

        @Override
        public R call(AggregateService instance) throws IOException {
            RpcController controller = new AggregationClientRpcController();
            CoprocessorRpcUtils.BlockingRpcCallback<AggregateResponse> rpcCallback = new CoprocessorRpcUtils.BlockingRpcCallback<>();
            instance.getMin(controller, requestArg, rpcCallback);
            AggregateResponse response = rpcCallback.get();
            if (controller.failed()) {
                throw new IOException(controller.errorText());
            }
            if (response.getFirstPartCount() > 0) {
                ByteString b = response.getFirstPart(0);
                Q q = getParsedGenericInstance(ci.getClass(), 3, b);
                return ci.getCellValueFromProto(q);
            }
            return null;
        }
    }, minCallBack);
    log.debug("Min fom all regions is: " + minCallBack.getMinimum());
    return minCallBack.getMinimum();
}

Example 3 with AggregateRequest

use of org.apache.hadoop.hbase.shaded.protobuf.generated.AggregateProtos.AggregateRequest in project hbase by apache.

the class AggregationClient method getAvgArgs.

/**
 * It computes average while fetching sum and row count from all the
 * corresponding regions. Approach is to compute a global sum of region level
 * sum and rowcount and then compute the average.
 * @param table table to scan.
 * @param scan the HBase scan object to use to read data from HBase
 * @throws Throwable The caller is supposed to handle the exception as they are thrown
 *           & propagated to it.
 */
private <R, S, P extends Message, Q extends Message, T extends Message> Pair<S, Long> getAvgArgs(final Table table, final ColumnInterpreter<R, S, P, Q, T> ci, final Scan scan) throws Throwable {
    final AggregateRequest requestArg = validateArgAndGetPB(scan, ci, false);
    class AvgCallBack implements Batch.Callback<Pair<S, Long>> {

        S sum = null;

        Long rowCount = 0L;

        public synchronized Pair<S, Long> getAvgArgs() {
            return new Pair<>(sum, rowCount);
        }

        @Override
        public synchronized void update(byte[] region, byte[] row, Pair<S, Long> result) {
            sum = ci.add(sum, result.getFirst());
            rowCount += result.getSecond();
        }
    }
    AvgCallBack avgCallBack = new AvgCallBack();
    table.coprocessorService(AggregateService.class, scan.getStartRow(), scan.getStopRow(), new Batch.Call<AggregateService, Pair<S, Long>>() {

        @Override
        public Pair<S, Long> call(AggregateService instance) throws IOException {
            RpcController controller = new AggregationClientRpcController();
            CoprocessorRpcUtils.BlockingRpcCallback<AggregateResponse> rpcCallback = new CoprocessorRpcUtils.BlockingRpcCallback<>();
            instance.getAvg(controller, requestArg, rpcCallback);
            AggregateResponse response = rpcCallback.get();
            if (controller.failed()) {
                throw new IOException(controller.errorText());
            }
            Pair<S, Long> pair = new Pair<>(null, 0L);
            if (response.getFirstPartCount() == 0) {
                return pair;
            }
            ByteString b = response.getFirstPart(0);
            T t = getParsedGenericInstance(ci.getClass(), 4, b);
            S s = ci.getPromotedValueFromProto(t);
            pair.setFirst(s);
            ByteBuffer bb = ByteBuffer.allocate(8).put(getBytesFromResponse(response.getSecondPart()));
            bb.rewind();
            pair.setSecond(bb.getLong());
            return pair;
        }
    }, avgCallBack);
    return avgCallBack.getAvgArgs();
}

Example 4 with AggregateRequest

use of org.apache.hadoop.hbase.shaded.protobuf.generated.AggregateProtos.AggregateRequest in project hbase by apache.

the class AggregationClient method getStdArgs.

/**
 * It computes a global standard deviation for a given column and its value.
 * Standard deviation is square root of (average of squares -
 * average*average). From individual regions, it obtains sum, square sum and
 * number of rows. With these, the above values are computed to get the global
 * std.
 * @param table table to scan.
 * @param scan the HBase scan object to use to read data from HBase
 * @return standard deviations
 * @throws Throwable The caller is supposed to handle the exception as they are thrown
 *           & propagated to it.
 */
private <R, S, P extends Message, Q extends Message, T extends Message> Pair<List<S>, Long> getStdArgs(final Table table, final ColumnInterpreter<R, S, P, Q, T> ci, final Scan scan) throws Throwable {
    final AggregateRequest requestArg = validateArgAndGetPB(scan, ci, false);
    class StdCallback implements Batch.Callback<Pair<List<S>, Long>> {

        long rowCountVal = 0L;

        S sumVal = null, sumSqVal = null;

        public synchronized Pair<List<S>, Long> getStdParams() {
            List<S> l = new ArrayList<>(2);
            l.add(sumVal);
            l.add(sumSqVal);
            Pair<List<S>, Long> p = new Pair<>(l, rowCountVal);
            return p;
        }

        @Override
        public synchronized void update(byte[] region, byte[] row, Pair<List<S>, Long> result) {
            if (result.getFirst().size() > 0) {
                sumVal = ci.add(sumVal, result.getFirst().get(0));
                sumSqVal = ci.add(sumSqVal, result.getFirst().get(1));
                rowCountVal += result.getSecond();
            }
        }
    }
    StdCallback stdCallback = new StdCallback();
    table.coprocessorService(AggregateService.class, scan.getStartRow(), scan.getStopRow(), new Batch.Call<AggregateService, Pair<List<S>, Long>>() {

        @Override
        public Pair<List<S>, Long> call(AggregateService instance) throws IOException {
            RpcController controller = new AggregationClientRpcController();
            CoprocessorRpcUtils.BlockingRpcCallback<AggregateResponse> rpcCallback = new CoprocessorRpcUtils.BlockingRpcCallback<>();
            instance.getStd(controller, requestArg, rpcCallback);
            AggregateResponse response = rpcCallback.get();
            if (controller.failed()) {
                throw new IOException(controller.errorText());
            }
            Pair<List<S>, Long> pair = new Pair<>(new ArrayList<>(), 0L);
            if (response.getFirstPartCount() == 0) {
                return pair;
            }
            List<S> list = new ArrayList<>();
            for (int i = 0; i < response.getFirstPartCount(); i++) {
                ByteString b = response.getFirstPart(i);
                T t = getParsedGenericInstance(ci.getClass(), 4, b);
                S s = ci.getPromotedValueFromProto(t);
                list.add(s);
            }
            pair.setFirst(list);
            ByteBuffer bb = ByteBuffer.allocate(8).put(getBytesFromResponse(response.getSecondPart()));
            bb.rewind();
            pair.setSecond(bb.getLong());
            return pair;
        }
    }, stdCallback);
    return stdCallback.getStdParams();
}

Example 5 with AggregateRequest

use of org.apache.hadoop.hbase.shaded.protobuf.generated.AggregateProtos.AggregateRequest in project hbase by apache.

the class AggregationClient method rowCount.

/**
 * It gives the row count, by summing up the individual results obtained from
 * regions. In case the qualifier is null, FirstKeyValueFilter is used to
 * optimised the operation. In case qualifier is provided, I can't use the
 * filter as it may set the flag to skip to next row, but the value read is
 * not of the given filter: in this case, this particular row will not be
 * counted ==> an error.
 * @param table table to scan.
 * @param ci the user's ColumnInterpreter implementation
 * @param scan the HBase scan object to use to read data from HBase
 * @return <R, S>
 * @throws Throwable The caller is supposed to handle the exception as they are thrown
 *           & propagated to it.
 */
public <R, S, P extends Message, Q extends Message, T extends Message> long rowCount(final Table table, final ColumnInterpreter<R, S, P, Q, T> ci, final Scan scan) throws Throwable {
    final AggregateRequest requestArg = validateArgAndGetPB(scan, ci, true);
    class RowNumCallback implements Batch.Callback<Long> {

        private final AtomicLong rowCountL = new AtomicLong(0);

        public long getRowNumCount() {
            return rowCountL.get();
        }

        @Override
        public void update(byte[] region, byte[] row, Long result) {
            rowCountL.addAndGet(result.longValue());
        }
    }
    RowNumCallback rowNum = new RowNumCallback();
    table.coprocessorService(AggregateService.class, scan.getStartRow(), scan.getStopRow(), new Batch.Call<AggregateService, Long>() {

        @Override
        public Long call(AggregateService instance) throws IOException {
            RpcController controller = new AggregationClientRpcController();
            CoprocessorRpcUtils.BlockingRpcCallback<AggregateResponse> rpcCallback = new CoprocessorRpcUtils.BlockingRpcCallback<>();
            instance.getRowNum(controller, requestArg, rpcCallback);
            AggregateResponse response = rpcCallback.get();
            if (controller.failed()) {
                throw new IOException(controller.errorText());
            }
            byte[] bytes = getBytesFromResponse(response.getFirstPart(0));
            ByteBuffer bb = ByteBuffer.allocate(8).put(bytes);
            bb.rewind();
            return bb.getLong();
        }
    }, rowNum);
    return rowNum.getRowNumCount();
}