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What parallelism mechanisms should be used for bulk insert? Where will the ExecutorService get tasks from?

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Answer from AI

For bulk insert in parallel mode in Java, ExecutorService is often used. It is an interface for managing a thread pool, which allows executing tasks asynchronously.

Working mechanism:

  • A thread pool is created, for example, Executors.newFixedThreadPool(n).
  • Tasks (such as inserting data chunks) are created as Runnable or Callable objects.
  • These tasks are submitted to the ExecutorService via submit() or execute() methods.

Where does the ExecutorService get the tasks from?

  • Tasks are placed in an internal task queue when submit() is called.
  • Threads from the pool take tasks from this queue and execute them.

Example:

ExecutorService executor = Executors.newFixedThreadPool(4);

for (List<Data> chunk : dataChunks) {
    executor.submit(() -> {
        // bulk insert chunk
    });
}

executor.shutdown();
executor.awaitTermination(1, TimeUnit.HOURS);

Thus, ExecutorService manages the task queue and thread pool, ensuring parallel execution of bulk insert.

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