Implement Compaction policy abstraction. Implement LogSizeBased Bounded IO Compaction as the default strategy
This commit is contained in:
committed by
prazanna
parent
82b211d2e6
commit
91b088f29f
@@ -19,6 +19,8 @@ package com.uber.hoodie.config;
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import com.google.common.base.Preconditions;
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import com.uber.hoodie.common.model.HoodieCleaningPolicy;
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import com.uber.hoodie.io.compact.strategy.CompactionStrategy;
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import com.uber.hoodie.io.compact.strategy.LogFileSizeBasedCompactionStrategy;
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import javax.annotation.concurrent.Immutable;
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import java.io.File;
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import java.io.FileReader;
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@@ -83,6 +85,13 @@ public class HoodieCompactionConfig extends DefaultHoodieConfig {
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public static final String CLEANER_PARALLELISM = "hoodie.cleaner.parallelism";
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public static final String DEFAULT_CLEANER_PARALLELISM = String.valueOf(200);
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public static final String TARGET_IO_PER_COMPACTION_IN_MB_PROP = "hoodie.compaction.target.io";
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// 500GB of target IO per compaction (both read and write)
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public static final String DEFAULT_TARGET_IO_PER_COMPACTION_IN_MB = String.valueOf(500 * 1024);
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public static final String COMPACTION_STRATEGY_PROP = "hoodie.compaction.strategy";
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// 200GB of target IO per compaction
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public static final String DEFAULT_COMPACTION_STRATEGY = LogFileSizeBasedCompactionStrategy.class.getName();
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private HoodieCompactionConfig(Properties props) {
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super(props);
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@@ -167,6 +176,16 @@ public class HoodieCompactionConfig extends DefaultHoodieConfig {
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return this;
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}
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public Builder withCompactionStrategy(CompactionStrategy compactionStrategy) {
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props.setProperty(COMPACTION_STRATEGY_PROP, compactionStrategy.getClass().getName());
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return this;
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}
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public Builder withTargetIOPerCompactionInMB(long targetIOPerCompactionInMB) {
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props.setProperty(TARGET_IO_PER_COMPACTION_IN_MB_PROP, String.valueOf(targetIOPerCompactionInMB));
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return this;
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}
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public HoodieCompactionConfig build() {
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HoodieCompactionConfig config = new HoodieCompactionConfig(props);
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setDefaultOnCondition(props, !props.containsKey(AUTO_CLEAN_PROP),
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@@ -195,6 +214,10 @@ public class HoodieCompactionConfig extends DefaultHoodieConfig {
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COPY_ON_WRITE_TABLE_RECORD_SIZE_ESTIMATE, DEFAULT_COPY_ON_WRITE_TABLE_RECORD_SIZE_ESTIMATE);
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setDefaultOnCondition(props, !props.containsKey(CLEANER_PARALLELISM),
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CLEANER_PARALLELISM, DEFAULT_CLEANER_PARALLELISM);
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setDefaultOnCondition(props, !props.containsKey(COMPACTION_STRATEGY_PROP),
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COMPACTION_STRATEGY_PROP, DEFAULT_COMPACTION_STRATEGY);
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setDefaultOnCondition(props, !props.containsKey(TARGET_IO_PER_COMPACTION_IN_MB_PROP),
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TARGET_IO_PER_COMPACTION_IN_MB_PROP, DEFAULT_TARGET_IO_PER_COMPACTION_IN_MB);
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HoodieCleaningPolicy.valueOf(props.getProperty(CLEANER_POLICY_PROP));
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Preconditions.checkArgument(
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@@ -19,9 +19,9 @@ package com.uber.hoodie.config;
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import com.google.common.base.Preconditions;
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import com.uber.hoodie.common.model.HoodieCleaningPolicy;
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import com.uber.hoodie.config.HoodieCompactionConfig.Builder;
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import com.uber.hoodie.common.util.ReflectionUtils;
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import com.uber.hoodie.index.HoodieIndex;
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import com.uber.hoodie.io.HoodieCleaner;
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import com.uber.hoodie.io.compact.strategy.CompactionStrategy;
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import com.uber.hoodie.metrics.MetricsReporterType;
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import org.apache.spark.storage.StorageLevel;
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@@ -164,6 +164,14 @@ public class HoodieWriteConfig extends DefaultHoodieConfig {
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props.getProperty(HoodieCompactionConfig.INLINE_COMPACT_NUM_DELTA_COMMITS_PROP));
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}
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public CompactionStrategy getCompactionStrategy() {
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return ReflectionUtils.loadClass(props.getProperty(HoodieCompactionConfig.COMPACTION_STRATEGY_PROP));
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}
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public Long getTargetIOPerCompactionInMB() {
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return Long.parseLong(props.getProperty(HoodieCompactionConfig.TARGET_IO_PER_COMPACTION_IN_MB_PROP));
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}
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/**
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* index properties
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**/
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@@ -238,7 +246,9 @@ public class HoodieWriteConfig extends DefaultHoodieConfig {
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return new Builder();
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}
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public static class Builder {
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public static class Builder {
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private final Properties props = new Properties();
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private boolean isIndexConfigSet = false;
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private boolean isStorageConfigSet = false;
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@@ -19,61 +19,72 @@ package com.uber.hoodie.io.compact;
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import com.uber.hoodie.common.model.HoodieDataFile;
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import com.uber.hoodie.common.table.log.HoodieLogFile;
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import com.uber.hoodie.config.HoodieWriteConfig;
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import com.uber.hoodie.io.compact.strategy.CompactionStrategy;
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import java.io.Serializable;
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import java.util.List;
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import java.util.Map;
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import java.util.stream.Collectors;
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/**
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* Encapsulates all the needed information about a compaction
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* and make a decision whether this compaction is effective or not
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*
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* @see CompactionFilter
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* @see CompactionStrategy
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*/
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public class CompactionOperation implements Serializable {
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private String dataFileCommitTime;
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private long dataFileSize;
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private List<String> deltaFilePaths;
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private String dataFilePath;
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private String fileId;
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private String partitionPath;
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//Only for serialization/de-serialization
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@Deprecated
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public CompactionOperation() {
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}
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private String dataFileCommitTime;
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private long dataFileSize;
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private List<String> deltaFilePaths;
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private String dataFilePath;
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private String fileId;
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private String partitionPath;
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private Map<String, Object> metrics;
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public CompactionOperation(HoodieDataFile dataFile, String partitionPath,
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List<HoodieLogFile> value) {
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this.dataFilePath = dataFile.getPath();
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this.fileId = dataFile.getFileId();
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this.partitionPath = partitionPath;
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this.dataFileCommitTime = dataFile.getCommitTime();
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this.dataFileSize = dataFile.getFileStatus().getLen();
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this.deltaFilePaths = value.stream().map(s -> s.getPath().toString()).collect(
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Collectors.toList());
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}
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//Only for serialization/de-serialization
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@Deprecated
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public CompactionOperation() {
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}
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public String getDataFileCommitTime() {
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return dataFileCommitTime;
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}
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public CompactionOperation(HoodieDataFile dataFile, String partitionPath,
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List<HoodieLogFile> logFiles, HoodieWriteConfig writeConfig) {
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this.dataFilePath = dataFile.getPath();
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this.fileId = dataFile.getFileId();
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this.partitionPath = partitionPath;
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this.dataFileCommitTime = dataFile.getCommitTime();
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this.dataFileSize = dataFile.getFileSize();
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this.deltaFilePaths = logFiles.stream().map(s -> s.getPath().toString()).collect(
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Collectors.toList());
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this.metrics = writeConfig.getCompactionStrategy()
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.captureMetrics(dataFile, partitionPath, logFiles);
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}
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public long getDataFileSize() {
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return dataFileSize;
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}
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public String getDataFileCommitTime() {
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return dataFileCommitTime;
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}
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public List<String> getDeltaFilePaths() {
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return deltaFilePaths;
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}
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public long getDataFileSize() {
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return dataFileSize;
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}
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public String getDataFilePath() {
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return dataFilePath;
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}
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public List<String> getDeltaFilePaths() {
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return deltaFilePaths;
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}
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public String getFileId() {
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return fileId;
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}
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public String getDataFilePath() {
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return dataFilePath;
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}
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public String getPartitionPath() {
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return partitionPath;
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}
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public String getFileId() {
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return fileId;
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}
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public String getPartitionPath() {
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return partitionPath;
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}
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public Map<String, Object> getMetrics() {
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return metrics;
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}
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}
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@@ -36,7 +36,7 @@ public interface HoodieCompactor extends Serializable {
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* @throws Exception
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*/
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HoodieCompactionMetadata compact(JavaSparkContext jsc, final HoodieWriteConfig config,
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HoodieTable hoodieTable, CompactionFilter compactionFilter) throws Exception;
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HoodieTable hoodieTable) throws Exception;
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// Helper methods
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@@ -64,7 +64,7 @@ public class HoodieRealtimeTableCompactor implements HoodieCompactor {
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@Override
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public HoodieCompactionMetadata compact(JavaSparkContext jsc, HoodieWriteConfig config,
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HoodieTable hoodieTable, CompactionFilter compactionFilter) throws IOException {
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HoodieTable hoodieTable) throws IOException {
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Preconditions.checkArgument(
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hoodieTable.getMetaClient().getTableType() == HoodieTableType.MERGE_ON_READ,
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"HoodieRealtimeTableCompactor can only compact table of type "
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@@ -86,12 +86,12 @@ public class HoodieRealtimeTableCompactor implements HoodieCompactor {
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.getFileSystemView()
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.groupLatestDataFileWithLogFiles(partitionPath).entrySet()
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.stream()
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.map(s -> new CompactionOperation(s.getKey(), partitionPath, s.getValue()))
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.map(s -> new CompactionOperation(s.getKey(), partitionPath, s.getValue(), config))
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.collect(toList()).iterator()).collect();
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log.info("Total of " + operations.size() + " compactions are retrieved");
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// Filter the compactions with the passed in filter. This lets us choose most effective compactions only
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operations = compactionFilter.filter(operations);
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operations = config.getCompactionStrategy().orderAndFilter(config, operations);
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if (operations.isEmpty()) {
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log.warn("After filtering, Nothing to compact for " + metaClient.getBasePath());
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return null;
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@@ -0,0 +1,80 @@
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/*
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* Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.uber.hoodie.io.compact.strategy;
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import com.google.common.collect.Lists;
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import com.google.common.collect.Maps;
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import com.uber.hoodie.common.model.HoodieDataFile;
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import com.uber.hoodie.common.table.log.HoodieLogFile;
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import com.uber.hoodie.common.util.FSUtils;
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import com.uber.hoodie.config.HoodieWriteConfig;
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import com.uber.hoodie.io.compact.CompactionOperation;
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import java.util.List;
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import java.util.Map;
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import java.util.Optional;
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/**
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* CompactionStrategy which looks at total IO to be done for the compaction (read + write)
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* and limits the list of compactions to be under a configured limit on the IO
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*
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* @see CompactionStrategy
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*/
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public class BoundedIOCompactionStrategy implements CompactionStrategy {
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public static final String TOTAL_IO_READ_MB = "TOTAL_IO_READ_MB";
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public static final String TOTAL_IO_WRITE_MB = "TOTAL_IO_WRITE_MB";
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public static final String TOTAL_IO_MB = "TOTAL_IO_MB";
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@Override
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public Map<String, Object> captureMetrics(HoodieDataFile dataFile, String partitionPath,
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List<HoodieLogFile> logFiles) {
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Map<String, Object> metrics = Maps.newHashMap();
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// Total size of all the log files
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Long totalLogFileSize = logFiles.stream().map(HoodieLogFile::getFileSize).filter(
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Optional::isPresent).map(Optional::get).reduce(
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(size1, size2) -> size1 + size2).orElse(0L);
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// Total read will be the base file + all the log files
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Long totalIORead = FSUtils.getSizeInMB(dataFile.getFileSize() + totalLogFileSize);
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// Total write will be similar to the size of the base file
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Long totalIOWrite = FSUtils.getSizeInMB(dataFile.getFileSize());
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// Total IO will the the IO for read + write
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Long totalIO = totalIORead + totalIOWrite;
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// Save these metrics and we will use during the filter
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metrics.put(TOTAL_IO_READ_MB, totalIORead);
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metrics.put(TOTAL_IO_WRITE_MB, totalIOWrite);
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metrics.put(TOTAL_IO_MB, totalIO);
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return metrics;
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}
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@Override
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public List<CompactionOperation> orderAndFilter(HoodieWriteConfig writeConfig, List<CompactionOperation> operations) {
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// Iterate through the operations in order and accept operations as long as we are within the IO limit
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// Preserves the original ordering of compactions
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List<CompactionOperation> finalOperations = Lists.newArrayList();
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long targetIORemaining = writeConfig.getTargetIOPerCompactionInMB();
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for (CompactionOperation op : operations) {
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long opIo = (Long) op.getMetrics().get(TOTAL_IO_MB);
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targetIORemaining -= opIo;
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finalOperations.add(op);
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if (targetIORemaining <= 0) {
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return finalOperations;
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}
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}
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return finalOperations;
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}
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}
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@@ -0,0 +1,62 @@
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/*
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* Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.uber.hoodie.io.compact.strategy;
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import com.uber.hoodie.common.model.HoodieDataFile;
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import com.uber.hoodie.common.table.log.HoodieLogFile;
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import com.uber.hoodie.config.HoodieWriteConfig;
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import com.uber.hoodie.io.compact.CompactionOperation;
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import java.io.Serializable;
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import java.util.List;
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import java.util.Map;
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/**
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* Strategy for compaction. Pluggable implementation of define how compaction should be done.
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* The implementations of this interface can capture the relevant metrics to order and filter
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* the final list of compaction operation to run in a single compaction.
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*
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* Implementation of CompactionStrategy cannot hold any state.
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* Difference instantiations can be passed in every time
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*
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* @see com.uber.hoodie.io.compact.HoodieRealtimeTableCompactor
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* @see CompactionOperation
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*/
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public interface CompactionStrategy extends Serializable {
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/**
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* Callback hook when a CompactionOperation is created. Individual strategies can
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* capture the metrics they need to decide on the priority.
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*
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* @param dataFile - Base file to compact
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* @param partitionPath - Partition path
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* @param logFiles - List of log files to compact with the base file
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* @return Map[String, Object] - metrics captured
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*/
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Map<String, Object> captureMetrics(HoodieDataFile dataFile, String partitionPath,
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List<HoodieLogFile> logFiles);
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/**
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* Order and Filter the list of compactions. Use the metrics captured with the
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* captureMetrics to order and filter out compactions
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*
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* @param writeConfig - HoodieWriteConfig - config for this compaction is passed in
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* @param operations - list of compactions collected
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* @return list of compactions to perform in this run
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*/
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List<CompactionOperation> orderAndFilter(HoodieWriteConfig writeConfig,
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List<CompactionOperation> operations);
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}
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@@ -0,0 +1,70 @@
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/*
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* Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.uber.hoodie.io.compact.strategy;
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import com.uber.hoodie.common.model.HoodieDataFile;
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import com.uber.hoodie.common.table.log.HoodieLogFile;
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import com.uber.hoodie.config.HoodieWriteConfig;
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import com.uber.hoodie.io.compact.CompactionOperation;
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import java.util.Comparator;
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import java.util.List;
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import java.util.Map;
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import java.util.Optional;
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import java.util.stream.Collectors;
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/**
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* LogFileSizeBasedCompactionStrategy orders the compactions based on the total log files size
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* and limits the compactions within a configured IO bound
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*
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* @see BoundedIOCompactionStrategy
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* @see CompactionStrategy
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*/
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public class LogFileSizeBasedCompactionStrategy extends BoundedIOCompactionStrategy implements
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Comparator<CompactionOperation> {
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private static final String TOTAL_LOG_FILE_SIZE = "TOTAL_LOG_FILE_SIZE";
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@Override
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public Map<String, Object> captureMetrics(HoodieDataFile dataFile, String partitionPath,
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List<HoodieLogFile> logFiles) {
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Map<String, Object> metrics = super.captureMetrics(dataFile, partitionPath, logFiles);
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// Total size of all the log files
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Long totalLogFileSize = logFiles.stream().map(HoodieLogFile::getFileSize).filter(
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Optional::isPresent).map(Optional::get).reduce(
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(size1, size2) -> size1 + size2).orElse(0L);
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// save the metrics needed during the order
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metrics.put(TOTAL_LOG_FILE_SIZE, totalLogFileSize);
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return metrics;
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}
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@Override
|
||||
public List<CompactionOperation> orderAndFilter(HoodieWriteConfig writeConfig,
|
||||
List<CompactionOperation> operations) {
|
||||
// Order the operations based on the reverse size of the logs and limit them by the IO
|
||||
return super
|
||||
.orderAndFilter(writeConfig, operations.stream().sorted(this).collect(Collectors.toList()));
|
||||
}
|
||||
|
||||
@Override
|
||||
public int compare(CompactionOperation op1, CompactionOperation op2) {
|
||||
Long totalLogSize1 = (Long) op1.getMetrics().get(TOTAL_LOG_FILE_SIZE);
|
||||
Long totalLogSize2 = (Long) op2.getMetrics().get(TOTAL_LOG_FILE_SIZE);
|
||||
// Reverse the comparison order - so that larger log file size is compacted first
|
||||
return totalLogSize2.compareTo(totalLogSize1);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,47 @@
|
||||
/*
|
||||
* Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
|
||||
*
|
||||
* Licensed 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 com.uber.hoodie.io.compact.strategy;
|
||||
|
||||
import com.google.common.collect.Maps;
|
||||
import com.uber.hoodie.common.model.HoodieDataFile;
|
||||
import com.uber.hoodie.common.table.log.HoodieLogFile;
|
||||
import com.uber.hoodie.config.HoodieWriteConfig;
|
||||
import com.uber.hoodie.io.compact.CompactionOperation;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
/**
|
||||
* UnBoundedCompactionStrategy will not change ordering or filter any compaction.
|
||||
* It is a pass-through and will compact all the base files which has a log file.
|
||||
* This usually means no-intelligence on compaction.
|
||||
*
|
||||
* @see CompactionStrategy
|
||||
*/
|
||||
public class UnBoundedCompactionStrategy implements CompactionStrategy {
|
||||
|
||||
@Override
|
||||
public Map<String, Object> captureMetrics(HoodieDataFile dataFile, String partitionPath,
|
||||
List<HoodieLogFile> logFiles) {
|
||||
return Maps.newHashMap();
|
||||
}
|
||||
|
||||
@Override
|
||||
public List<CompactionOperation> orderAndFilter(HoodieWriteConfig config,
|
||||
List<CompactionOperation> operations) {
|
||||
return operations;
|
||||
}
|
||||
}
|
||||
@@ -25,7 +25,6 @@ import com.uber.hoodie.common.table.timeline.HoodieInstant;
|
||||
import com.uber.hoodie.config.HoodieWriteConfig;
|
||||
import com.uber.hoodie.exception.HoodieCompactionException;
|
||||
import com.uber.hoodie.io.HoodieAppendHandle;
|
||||
import com.uber.hoodie.io.compact.CompactionFilter;
|
||||
import com.uber.hoodie.io.compact.HoodieRealtimeTableCompactor;
|
||||
import java.util.Optional;
|
||||
import org.apache.log4j.LogManager;
|
||||
@@ -89,7 +88,7 @@ public class HoodieMergeOnReadTable<T extends HoodieRecordPayload> extends Hoodi
|
||||
logger.info("Compacting merge on read table " + config.getBasePath());
|
||||
HoodieRealtimeTableCompactor compactor = new HoodieRealtimeTableCompactor();
|
||||
try {
|
||||
return Optional.of(compactor.compact(jsc, config, this, CompactionFilter.allowAll()));
|
||||
return Optional.of(compactor.compact(jsc, config, this));
|
||||
} catch (IOException e) {
|
||||
throw new HoodieCompactionException("Could not compact " + config.getBasePath(), e);
|
||||
}
|
||||
|
||||
@@ -32,7 +32,6 @@ import com.uber.hoodie.config.HoodieIndexConfig;
|
||||
import com.uber.hoodie.config.HoodieStorageConfig;
|
||||
import com.uber.hoodie.config.HoodieWriteConfig;
|
||||
import com.uber.hoodie.index.HoodieIndex;
|
||||
import com.uber.hoodie.io.compact.CompactionFilter;
|
||||
import com.uber.hoodie.io.compact.HoodieCompactor;
|
||||
import com.uber.hoodie.io.compact.HoodieRealtimeTableCompactor;
|
||||
import com.uber.hoodie.table.HoodieTable;
|
||||
@@ -165,7 +164,7 @@ public class TestMergeOnReadTable {
|
||||
HoodieCompactor compactor = new HoodieRealtimeTableCompactor();
|
||||
HoodieTable table = HoodieTable.getHoodieTable(metaClient, getConfig());
|
||||
|
||||
compactor.compact(jsc, getConfig(), table, CompactionFilter.allowAll());
|
||||
compactor.compact(jsc, getConfig(), table);
|
||||
|
||||
metaClient = new HoodieTableMetaClient(fs, cfg.getBasePath());
|
||||
allFiles = HoodieTestUtils.listAllDataFilesInPath(fs, cfg.getBasePath());
|
||||
|
||||
@@ -36,7 +36,6 @@ import com.uber.hoodie.config.HoodieStorageConfig;
|
||||
import com.uber.hoodie.config.HoodieWriteConfig;
|
||||
import com.uber.hoodie.index.HoodieBloomIndex;
|
||||
import com.uber.hoodie.index.HoodieIndex;
|
||||
import com.uber.hoodie.io.compact.CompactionFilter;
|
||||
import com.uber.hoodie.io.compact.HoodieCompactor;
|
||||
import com.uber.hoodie.io.compact.HoodieRealtimeTableCompactor;
|
||||
import com.uber.hoodie.table.HoodieTable;
|
||||
@@ -113,7 +112,7 @@ public class TestHoodieCompactor {
|
||||
HoodieTableMetaClient metaClient = new HoodieTableMetaClient(FSUtils.getFs(), basePath);
|
||||
HoodieTable table = HoodieTable.getHoodieTable(metaClient, getConfig());
|
||||
|
||||
compactor.compact(jsc, getConfig(), table, CompactionFilter.allowAll());
|
||||
compactor.compact(jsc, getConfig(), table);
|
||||
}
|
||||
|
||||
@Test
|
||||
@@ -129,7 +128,7 @@ public class TestHoodieCompactor {
|
||||
writeClient.insert(recordsRDD, newCommitTime).collect();
|
||||
|
||||
HoodieCompactionMetadata result =
|
||||
compactor.compact(jsc, getConfig(), table, CompactionFilter.allowAll());
|
||||
compactor.compact(jsc, getConfig(), table);
|
||||
assertTrue("If there is nothing to compact, result will be empty",
|
||||
result.getFileIdAndFullPaths().isEmpty());
|
||||
}
|
||||
@@ -177,7 +176,7 @@ public class TestHoodieCompactor {
|
||||
table = HoodieTable.getHoodieTable(metaClient, config);
|
||||
|
||||
HoodieCompactionMetadata result =
|
||||
compactor.compact(jsc, getConfig(), table, CompactionFilter.allowAll());
|
||||
compactor.compact(jsc, getConfig(), table);
|
||||
|
||||
// Verify that recently written compacted data file has no log file
|
||||
metaClient = new HoodieTableMetaClient(fs, basePath);
|
||||
|
||||
@@ -0,0 +1,123 @@
|
||||
/*
|
||||
* Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
|
||||
*
|
||||
* Licensed 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 com.uber.hoodie.io.strategy;
|
||||
|
||||
import static org.junit.Assert.assertEquals;
|
||||
import static org.junit.Assert.assertThat;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
|
||||
import com.beust.jcommander.internal.Lists;
|
||||
import com.google.common.collect.Maps;
|
||||
import com.uber.hoodie.common.model.HoodieDataFile;
|
||||
import com.uber.hoodie.common.table.log.HoodieLogFile;
|
||||
import com.uber.hoodie.config.HoodieCompactionConfig;
|
||||
import com.uber.hoodie.config.HoodieWriteConfig;
|
||||
import com.uber.hoodie.io.compact.CompactionOperation;
|
||||
import com.uber.hoodie.io.compact.strategy.BoundedIOCompactionStrategy;
|
||||
import com.uber.hoodie.io.compact.strategy.LogFileSizeBasedCompactionStrategy;
|
||||
import com.uber.hoodie.io.compact.strategy.UnBoundedCompactionStrategy;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.Optional;
|
||||
import java.util.stream.Collectors;
|
||||
import org.junit.Test;
|
||||
|
||||
public class TestHoodieCompactionStrategy {
|
||||
|
||||
private static final long MB = 1024 * 1024L;
|
||||
|
||||
@Test
|
||||
public void testUnBounded() {
|
||||
Map<Long, List<Long>> sizesMap = Maps.newHashMap();
|
||||
sizesMap.put(120 * MB, Lists.newArrayList(60 * MB, 10 * MB, 80 * MB));
|
||||
sizesMap.put(110 * MB, Lists.newArrayList());
|
||||
sizesMap.put(100 * MB, Lists.newArrayList(MB));
|
||||
sizesMap.put(90 * MB, Lists.newArrayList(1024 * MB));
|
||||
UnBoundedCompactionStrategy strategy = new UnBoundedCompactionStrategy();
|
||||
HoodieWriteConfig writeConfig = HoodieWriteConfig.newBuilder().withPath("/tmp")
|
||||
.withCompactionConfig(
|
||||
HoodieCompactionConfig.newBuilder().withCompactionStrategy(strategy).build()).build();
|
||||
List<CompactionOperation> operations = createCompactionOperations(writeConfig, sizesMap);
|
||||
List<CompactionOperation> returned = strategy.orderAndFilter(writeConfig, operations);
|
||||
assertEquals("UnBounded should not re-order or filter", operations, returned);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testBoundedIOSimple() {
|
||||
Map<Long, List<Long>> sizesMap = Maps.newHashMap();
|
||||
sizesMap.put(120 * MB, Lists.newArrayList(60 * MB, 10 * MB, 80 * MB));
|
||||
sizesMap.put(110 * MB, Lists.newArrayList());
|
||||
sizesMap.put(100 * MB, Lists.newArrayList(MB));
|
||||
sizesMap.put(90 * MB, Lists.newArrayList(1024 * MB));
|
||||
BoundedIOCompactionStrategy strategy = new BoundedIOCompactionStrategy();
|
||||
HoodieWriteConfig writeConfig = HoodieWriteConfig.newBuilder().withPath("/tmp")
|
||||
.withCompactionConfig(
|
||||
HoodieCompactionConfig.newBuilder().withCompactionStrategy(strategy)
|
||||
.withTargetIOPerCompactionInMB(400).build()).build();
|
||||
List<CompactionOperation> operations = createCompactionOperations(writeConfig, sizesMap);
|
||||
List<CompactionOperation> returned = strategy.orderAndFilter(writeConfig, operations);
|
||||
|
||||
assertTrue("BoundedIOCompaction should have resulted in fewer compactions",
|
||||
returned.size() < operations.size());
|
||||
assertEquals("BoundedIOCompaction should have resulted in 2 compactions being chosen",
|
||||
2, returned.size());
|
||||
// Total size of all the log files
|
||||
Long returnedSize = returned.stream()
|
||||
.map(s -> s.getMetrics().get(BoundedIOCompactionStrategy.TOTAL_IO_MB)).map(s -> (Long) s)
|
||||
.reduce((size1, size2) -> size1 + size2).orElse(0L);
|
||||
assertEquals("Should chose the first 2 compactions which should result in a total IO of 690 MB",
|
||||
610, (long) returnedSize);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testLogFileSizeCompactionSimple() {
|
||||
Map<Long, List<Long>> sizesMap = Maps.newHashMap();
|
||||
sizesMap.put(120 * MB, Lists.newArrayList(60 * MB, 10 * MB, 80 * MB));
|
||||
sizesMap.put(110 * MB, Lists.newArrayList());
|
||||
sizesMap.put(100 * MB, Lists.newArrayList(MB));
|
||||
sizesMap.put(90 * MB, Lists.newArrayList(1024 * MB));
|
||||
LogFileSizeBasedCompactionStrategy strategy = new LogFileSizeBasedCompactionStrategy();
|
||||
HoodieWriteConfig writeConfig = HoodieWriteConfig.newBuilder().withPath("/tmp")
|
||||
.withCompactionConfig(
|
||||
HoodieCompactionConfig.newBuilder().withCompactionStrategy(strategy)
|
||||
.withTargetIOPerCompactionInMB(400).build()).build();
|
||||
List<CompactionOperation> operations = createCompactionOperations(writeConfig, sizesMap);
|
||||
List<CompactionOperation> returned = strategy.orderAndFilter(writeConfig, operations);
|
||||
|
||||
assertTrue("LogFileSizeBasedCompactionStrategy should have resulted in fewer compactions",
|
||||
returned.size() < operations.size());
|
||||
assertEquals("LogFileSizeBasedCompactionStrategy should have resulted in 1 compaction",
|
||||
1, returned.size());
|
||||
// Total size of all the log files
|
||||
Long returnedSize = returned.stream()
|
||||
.map(s -> s.getMetrics().get(BoundedIOCompactionStrategy.TOTAL_IO_MB)).map(s -> (Long) s)
|
||||
.reduce((size1, size2) -> size1 + size2).orElse(0L);
|
||||
assertEquals("Should chose the first 2 compactions which should result in a total IO of 690 MB",
|
||||
1204, (long) returnedSize);
|
||||
}
|
||||
|
||||
private List<CompactionOperation> createCompactionOperations(HoodieWriteConfig config,
|
||||
Map<Long, List<Long>> sizesMap) {
|
||||
List<CompactionOperation> operations = Lists.newArrayList(sizesMap.size());
|
||||
sizesMap.forEach((k, v) -> {
|
||||
operations.add(new CompactionOperation(TestHoodieDataFile.newDataFile(k), "",
|
||||
v.stream().map(TestHoodieLogFile::newLogFile).collect(
|
||||
Collectors.toList()), config));
|
||||
});
|
||||
return operations;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,57 @@
|
||||
/*
|
||||
* Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
|
||||
*
|
||||
* Licensed 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 com.uber.hoodie.io.strategy;
|
||||
|
||||
import com.uber.hoodie.common.model.HoodieDataFile;
|
||||
import com.uber.hoodie.common.util.FSUtils;
|
||||
import java.util.UUID;
|
||||
import org.apache.hadoop.fs.FileStatus;
|
||||
|
||||
public class TestHoodieDataFile extends HoodieDataFile {
|
||||
|
||||
private final long size;
|
||||
|
||||
public TestHoodieDataFile(long size) {
|
||||
super(null);
|
||||
this.size = size;
|
||||
}
|
||||
|
||||
@Override
|
||||
public String getPath() {
|
||||
return "/tmp/test";
|
||||
}
|
||||
|
||||
@Override
|
||||
public String getFileId() {
|
||||
return UUID.randomUUID().toString();
|
||||
}
|
||||
|
||||
@Override
|
||||
public String getCommitTime() {
|
||||
return "100";
|
||||
}
|
||||
|
||||
|
||||
@Override
|
||||
public long getFileSize() {
|
||||
return size;
|
||||
}
|
||||
|
||||
public static HoodieDataFile newDataFile(long size) {
|
||||
return new TestHoodieDataFile(size);
|
||||
}
|
||||
}
|
||||
@@ -14,21 +14,33 @@
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package com.uber.hoodie.io.compact;
|
||||
package com.uber.hoodie.io.strategy;
|
||||
|
||||
import java.util.List;
|
||||
import com.uber.hoodie.common.table.log.HoodieLogFile;
|
||||
import java.util.Optional;
|
||||
import org.apache.hadoop.fs.FileStatus;
|
||||
import org.apache.hadoop.fs.Path;
|
||||
|
||||
/**
|
||||
* Implementations of CompactionFilter allows prioritizing and filtering certain type of
|
||||
* compactions over other compactions.
|
||||
*
|
||||
* e.g. Filter in-efficient compaction like compacting a very large old parquet file with a small avro file
|
||||
*/
|
||||
public interface CompactionFilter {
|
||||
List<CompactionOperation> filter(List<CompactionOperation> input);
|
||||
public class TestHoodieLogFile extends HoodieLogFile {
|
||||
|
||||
// Default implementation - do not filter anything
|
||||
static CompactionFilter allowAll() {
|
||||
return s -> s;
|
||||
}
|
||||
private final long size;
|
||||
|
||||
public TestHoodieLogFile(long size) {
|
||||
super((Path) null);
|
||||
this.size = size;
|
||||
}
|
||||
|
||||
@Override
|
||||
public Path getPath() {
|
||||
return new Path("/tmp/test-log");
|
||||
}
|
||||
|
||||
@Override
|
||||
public Optional<Long> getFileSize() {
|
||||
return Optional.of(size);
|
||||
}
|
||||
|
||||
public static HoodieLogFile newLogFile(long size) {
|
||||
return new TestHoodieLogFile(size);
|
||||
}
|
||||
}
|
||||
@@ -75,6 +75,9 @@ public class HoodieLogFile {
|
||||
return fileStatus;
|
||||
}
|
||||
|
||||
public Optional<Long> getFileSize() {
|
||||
return fileStatus.map(FileStatus::getLen);
|
||||
}
|
||||
|
||||
public HoodieLogFile rollOver(FileSystem fs) throws IOException {
|
||||
String fileId = getFileId();
|
||||
|
||||
@@ -351,4 +351,8 @@ public class FSUtils {
|
||||
fs.mkdirs(partitionPath);
|
||||
}
|
||||
}
|
||||
|
||||
public static Long getSizeInMB(long sizeInBytes) {
|
||||
return sizeInBytes / (1024 * 1024);
|
||||
}
|
||||
}
|
||||
|
||||
@@ -18,6 +18,7 @@ package com.uber.hoodie.common.util;
|
||||
|
||||
import com.uber.hoodie.common.model.HoodieRecordPayload;
|
||||
|
||||
import com.uber.hoodie.exception.HoodieException;
|
||||
import java.io.IOException;
|
||||
import java.util.HashMap;
|
||||
import java.util.Map;
|
||||
@@ -40,4 +41,21 @@ public class ReflectionUtils {
|
||||
throw new IOException("Could not load payload class " + recordPayloadClass, e);
|
||||
}
|
||||
}
|
||||
|
||||
public static <T> T loadClass(String fqcn) {
|
||||
try {
|
||||
if(clazzCache.get(fqcn) == null) {
|
||||
Class<?> clazz = Class.<HoodieRecordPayload>forName(fqcn);
|
||||
clazzCache.put(fqcn, clazz);
|
||||
}
|
||||
return (T) clazzCache.get(fqcn).newInstance();
|
||||
} catch (ClassNotFoundException e) {
|
||||
throw new HoodieException("Could not load class " + fqcn, e);
|
||||
} catch (InstantiationException e) {
|
||||
throw new HoodieException("Could not load class " + fqcn, e);
|
||||
} catch (IllegalAccessException e) {
|
||||
throw new HoodieException("Could not load class " + fqcn, e);
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user