Examples with BasicSparkExecutionPluginContext co.cask.cdap.etl.spark.batch.BasicSparkExecutionPluginContext used on opensource projects

Example 1 with BasicSparkExecutionPluginContext

use of co.cask.cdap.etl.spark.batch.BasicSparkExecutionPluginContext in project cdap by caskdata.

the class DStreamCollection method compute.

@Override
public <U> SparkCollection<U> compute(final StageSpec stageSpec, SparkCompute<T, U> compute) throws Exception {
    final SparkCompute<T, U> wrappedCompute = new DynamicSparkCompute<>(new DynamicDriverContext(stageSpec, sec, new NoopStageStatisticsCollector()), compute);
    Transactionals.execute(sec, new TxRunnable() {

        @Override
        public void run(DatasetContext datasetContext) throws Exception {
            PipelineRuntime pipelineRuntime = new SparkPipelineRuntime(sec);
            SparkExecutionPluginContext sparkPluginContext = new BasicSparkExecutionPluginContext(sec, JavaSparkContext.fromSparkContext(stream.context().sparkContext()), datasetContext, pipelineRuntime, stageSpec);
            wrappedCompute.initialize(sparkPluginContext);
        }
    }, Exception.class);
    return wrap(stream.transform(new ComputeTransformFunction<>(sec, stageSpec, wrappedCompute)));
}

Example 2 with BasicSparkExecutionPluginContext

use of co.cask.cdap.etl.spark.batch.BasicSparkExecutionPluginContext in project cdap by caskdata.

the class DStreamCollection method compute.

@Override
public <U> SparkCollection<U> compute(final StageInfo stageInfo, SparkCompute<T, U> compute) throws Exception {
    final SparkCompute<T, U> wrappedCompute = new DynamicSparkCompute<>(new DynamicDriverContext(stageInfo, sec), compute);
    Transactionals.execute(sec, new TxRunnable() {

        @Override
        public void run(DatasetContext datasetContext) throws Exception {
            SparkExecutionPluginContext sparkPluginContext = new BasicSparkExecutionPluginContext(sec, JavaSparkContext.fromSparkContext(stream.context().sparkContext()), datasetContext, stageInfo);
            wrappedCompute.initialize(sparkPluginContext);
        }
    }, Exception.class);
    return wrap(stream.transform(new ComputeTransformFunction<>(sec, stageInfo, wrappedCompute)));
}

Example 3 with BasicSparkExecutionPluginContext

use of co.cask.cdap.etl.spark.batch.BasicSparkExecutionPluginContext in project cdap by caskdata.

the class DynamicSparkCompute method lazyInit.

// when checkpointing is enabled, and Spark is loading DStream operations from an existing checkpoint,
// delegate will be null and the initialize() method won't have been called. So we need to instantiate
// the delegate and initialize it.
private void lazyInit(final JavaSparkContext jsc) throws Exception {
    if (delegate == null) {
        PluginFunctionContext pluginFunctionContext = dynamicDriverContext.getPluginFunctionContext();
        delegate = pluginFunctionContext.createPlugin();
        final StageSpec stageSpec = pluginFunctionContext.getStageSpec();
        final JavaSparkExecutionContext sec = dynamicDriverContext.getSparkExecutionContext();
        Transactionals.execute(sec, new TxRunnable() {

            @Override
            public void run(DatasetContext datasetContext) throws Exception {
                PipelineRuntime pipelineRuntime = new SparkPipelineRuntime(sec);
                SparkExecutionPluginContext sparkPluginContext = new BasicSparkExecutionPluginContext(sec, jsc, datasetContext, pipelineRuntime, stageSpec);
                delegate.initialize(sparkPluginContext);
            }
        }, Exception.class);
    }
}