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https://issues.apache.org/jira/browse/BEAM-7013?focusedWorklogId=288127&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-288127
]
ASF GitHub Bot logged work on BEAM-7013:
----------------------------------------
Author: ASF GitHub Bot
Created on: 02/Aug/19 17:59
Start Date: 02/Aug/19 17:59
Worklog Time Spent: 10m
Work Description: robinyqiu commented on pull request #9144: [BEAM-7013]
Integrating ZetaSketch's HLL++ algorithm with Beam
URL: https://github.com/apache/beam/pull/9144#discussion_r310238533
##########
File path:
sdks/java/extensions/zetasketch/src/main/java/org/apache/beam/sdk/extensions/zetasketch/HllCountInitFn.java
##########
@@ -0,0 +1,152 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.beam.sdk.extensions.zetasketch;
+
+import static
org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkArgument;
+
+import com.google.zetasketch.HyperLogLogPlusPlus;
+import com.google.zetasketch.shaded.com.google.protobuf.ByteString;
+import org.apache.beam.sdk.coders.Coder;
+import org.apache.beam.sdk.coders.CoderRegistry;
+import org.apache.beam.sdk.transforms.Combine;
+
+/**
+ * {@link Combine.CombineFn} for the {@link HllCount.Init} combiner.
+ *
+ * @param <InputT> type of input values to the function
+ * @param <HllT> type of the HLL++ sketch to compute
+ */
+abstract class HllCountInitFn<InputT, HllT>
+ extends Combine.CombineFn<InputT, HyperLogLogPlusPlus<HllT>, byte[]> {
+
+ private int precision;
+
+ private HllCountInitFn() {
+ setPrecision(HllCount.DEFAULT_PRECISION);
+ }
+
+ int getPrecision() {
+ return precision;
+ }
+
+ void setPrecision(int precision) {
+ checkArgument(
+ precision >= HllCount.MINIMUM_PRECISION && precision <=
HllCount.MAXIMUM_PRECISION,
+ "Invalid precision: %s. Valid range is [%s, %s].",
+ precision,
+ HllCount.MINIMUM_PRECISION,
+ HllCount.MAXIMUM_PRECISION);
+ this.precision = precision;
+ }
+
+ @Override
+ public Coder<HyperLogLogPlusPlus<HllT>> getAccumulatorCoder(
+ CoderRegistry registry, Coder<InputT> inputCoder) {
+ return HyperLogLogPlusPlusCoder.of();
+ }
+
+ @Override
+ public HyperLogLogPlusPlus<HllT> mergeAccumulators(
+ Iterable<HyperLogLogPlusPlus<HllT>> accumulators) {
+ HyperLogLogPlusPlus<HllT> merged = createAccumulator();
+ for (HyperLogLogPlusPlus<HllT> accumulator : accumulators) {
+ merged.merge(accumulator);
+ }
+ return merged;
+ }
+
+ @Override
+ public byte[] extractOutput(HyperLogLogPlusPlus<HllT> accumulator) {
+ return accumulator.serializeToByteArray();
+ }
+
+ static HllCountInitFn<Integer, Integer> forInteger() {
+ return new ForInteger();
+ }
+
+ static HllCountInitFn<Long, Long> forLong() {
+ return new ForLong();
+ }
+
+ static HllCountInitFn<String, String> forString() {
+ return new ForString();
+ }
+
+ static HllCountInitFn<byte[], ByteString> forBytes() {
+ return new ForBytes();
+ }
+
+ private static class ForInteger extends HllCountInitFn<Integer, Integer> {
+
+ @Override
+ public HyperLogLogPlusPlus<Integer> createAccumulator() {
+ return new
HyperLogLogPlusPlus.Builder().normalPrecision(getPrecision()).buildForIntegers();
+ }
+
+ @Override
+ public HyperLogLogPlusPlus<Integer> addInput(
+ HyperLogLogPlusPlus<Integer> accumulator, Integer input) {
+ accumulator.add(input.intValue());
Review comment:
Yeah, that's something I could do. But let's keep the current status for the
efficiency benefit. :)
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Issue Time Tracking
-------------------
Worklog Id: (was: 288127)
Time Spent: 9.5h (was: 9h 20m)
> A new count distinct transform based on BigQuery compatible HyperLogLog++
> implementation
> ----------------------------------------------------------------------------------------
>
> Key: BEAM-7013
> URL: https://issues.apache.org/jira/browse/BEAM-7013
> Project: Beam
> Issue Type: New Feature
> Components: extensions-java-sketching, sdk-java-core
> Reporter: Yueyang Qiu
> Assignee: Yueyang Qiu
> Priority: Major
> Fix For: 2.16.0
>
> Time Spent: 9.5h
> Remaining Estimate: 0h
>
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