Examples with BatchRuntimeContext io.cdap.cdap.etl.api.batch.BatchRuntimeContext used on opensource projects

Example 1 with BatchRuntimeContext

use of io.cdap.cdap.etl.api.batch.BatchRuntimeContext in project cdap by caskdata.

the class MapReduceTransformExecutorFactory method getTransformation.

@SuppressWarnings("unchecked")
@Override
protected <IN, OUT> TrackedTransform<IN, OUT> getTransformation(StageSpec stageSpec) throws Exception {
    String stageName = stageSpec.getName();
    String pluginType = stageSpec.getPluginType();
    StageMetrics stageMetrics = new DefaultStageMetrics(metrics, stageName);
    TaskAttemptContext taskAttemptContext = (TaskAttemptContext) taskContext.getHadoopContext();
    StageStatisticsCollector collector = collectStageStatistics ? new MapReduceStageStatisticsCollector(stageName, taskAttemptContext) : new NoopStageStatisticsCollector();
    if (BatchAggregator.PLUGIN_TYPE.equals(pluginType)) {
        Object plugin = pluginInstantiator.newPluginInstance(stageName, macroEvaluator);
        BatchAggregator<?, ?, ?> batchAggregator;
        if (plugin instanceof BatchReducibleAggregator) {
            BatchReducibleAggregator<?, ?, ?, ?> reducibleAggregator = (BatchReducibleAggregator<?, ?, ?, ?>) plugin;
            batchAggregator = new AggregatorBridge<>(reducibleAggregator);
        } else {
            batchAggregator = (BatchAggregator<?, ?, ?>) plugin;
        }
        BatchRuntimeContext runtimeContext = createRuntimeContext(stageSpec);
        batchAggregator.initialize(runtimeContext);
        if (isMapPhase) {
            return getTrackedEmitKeyStep(new MapperAggregatorTransformation(batchAggregator, mapOutputKeyClassName, mapOutputValClassName), stageMetrics, getDataTracer(stageName), collector);
        } else {
            return getTrackedAggregateStep(new ReducerAggregatorTransformation(batchAggregator, mapOutputKeyClassName, mapOutputValClassName), stageMetrics, getDataTracer(stageName), collector);
        }
    } else if (BatchJoiner.PLUGIN_TYPE.equals(pluginType)) {
        Object plugin = pluginInstantiator.newPluginInstance(stageName, macroEvaluator);
        BatchJoiner<?, ?, ?> batchJoiner;
        Set<String> filterNullKeyStages = new HashSet<>();
        if (plugin instanceof BatchAutoJoiner) {
            BatchAutoJoiner autoJoiner = (BatchAutoJoiner) plugin;
            FailureCollector failureCollector = new LoggingFailureCollector(stageName, stageSpec.getInputSchemas());
            DefaultAutoJoinerContext context = DefaultAutoJoinerContext.from(stageSpec.getInputSchemas(), failureCollector);
            // definition will be non-null due to validate by PipelinePhasePreparer at the start of the run
            JoinDefinition joinDefinition = autoJoiner.define(context);
            JoinCondition condition = joinDefinition.getCondition();
            // should never happen as it's checked at deployment time, but add this to be safe.
            if (condition.getOp() != JoinCondition.Op.KEY_EQUALITY) {
                failureCollector.addFailure(String.format("Join stage '%s' uses a %s condition, which is not supported with the MapReduce engine.", stageName, condition.getOp()), "Switch to a different execution engine.");
            }
            failureCollector.getOrThrowException();
            batchJoiner = new JoinerBridge(stageName, autoJoiner, joinDefinition);
            // this is the same as filtering out records that have a null key if they are from an optional stage
            if (condition.getOp() == JoinCondition.Op.KEY_EQUALITY && !((JoinCondition.OnKeys) condition).isNullSafe()) {
                filterNullKeyStages = joinDefinition.getStages().stream().filter(s -> !s.isRequired()).map(JoinStage::getStageName).collect(Collectors.toSet());
            }
        } else {
            batchJoiner = (BatchJoiner<?, ?, ?>) plugin;
        }
        BatchJoinerRuntimeContext runtimeContext = createRuntimeContext(stageSpec);
        batchJoiner.initialize(runtimeContext);
        if (isMapPhase) {
            return getTrackedEmitKeyStep(new MapperJoinerTransformation(batchJoiner, mapOutputKeyClassName, mapOutputValClassName, filterNullKeyStages), stageMetrics, getDataTracer(stageName), collector);
        } else {
            return getTrackedMergeStep(new ReducerJoinerTransformation(batchJoiner, mapOutputKeyClassName, mapOutputValClassName, runtimeContext.getInputSchemas().size()), stageMetrics, getDataTracer(stageName), collector);
        }
    }
    return super.getTransformation(stageSpec);
}

Example 2 with BatchRuntimeContext

use of io.cdap.cdap.etl.api.batch.BatchRuntimeContext in project cdap by caskdata.

the class TransformExecutorFactory method getInitializedTransformation.

/**
 * Instantiates and initializes the plugin for the stage.
 *
 * @param stageInfo the stage info
 * @return the initialized Transformation
 * @throws InstantiationException if the plugin for the stage could not be instantiated
 * @throws Exception              if there was a problem initializing the plugin
 */
private <T extends Transformation & StageLifecycle<BatchRuntimeContext>> Transformation getInitializedTransformation(StageSpec stageInfo) throws Exception {
    BatchRuntimeContext runtimeContext = createRuntimeContext(stageInfo);
    T plugin = pluginInstantiator.newPluginInstance(stageInfo.getName(), macroEvaluator);
    plugin.initialize(runtimeContext);
    return plugin;
}