protected void runFlushByRam(int numThreads, double maxRamMB, boolean ensureNotStalled)
      throws IOException, InterruptedException {
    final int numDocumentsToIndex = 10 + atLeast(30);
    AtomicInteger numDocs = new AtomicInteger(numDocumentsToIndex);
    Directory dir = newDirectory();
    MockDefaultFlushPolicy flushPolicy = new MockDefaultFlushPolicy();
    IndexWriterConfig iwc =
        newIndexWriterConfig(TEST_VERSION_CURRENT, new MockAnalyzer(random()))
            .setFlushPolicy(flushPolicy);
    final int numDWPT = 1 + atLeast(2);
    DocumentsWriterPerThreadPool threadPool = new ThreadAffinityDocumentsWriterThreadPool(numDWPT);
    iwc.setIndexerThreadPool(threadPool);
    iwc.setRAMBufferSizeMB(maxRamMB);
    iwc.setMaxBufferedDocs(IndexWriterConfig.DISABLE_AUTO_FLUSH);
    iwc.setMaxBufferedDeleteTerms(IndexWriterConfig.DISABLE_AUTO_FLUSH);
    IndexWriter writer = new IndexWriter(dir, iwc);
    flushPolicy = (MockDefaultFlushPolicy) writer.getConfig().getFlushPolicy();
    assertFalse(flushPolicy.flushOnDocCount());
    assertFalse(flushPolicy.flushOnDeleteTerms());
    assertTrue(flushPolicy.flushOnRAM());
    DocumentsWriter docsWriter = writer.getDocsWriter();
    assertNotNull(docsWriter);
    DocumentsWriterFlushControl flushControl = docsWriter.flushControl;
    assertEquals(" bytes must be 0 after init", 0, flushControl.flushBytes());

    IndexThread[] threads = new IndexThread[numThreads];
    for (int x = 0; x < threads.length; x++) {
      threads[x] = new IndexThread(numDocs, numThreads, writer, lineDocFile, false);
      threads[x].start();
    }

    for (int x = 0; x < threads.length; x++) {
      threads[x].join();
    }
    final long maxRAMBytes = (long) (iwc.getRAMBufferSizeMB() * 1024. * 1024.);
    assertEquals(" all flushes must be due numThreads=" + numThreads, 0, flushControl.flushBytes());
    assertEquals(numDocumentsToIndex, writer.numDocs());
    assertEquals(numDocumentsToIndex, writer.maxDoc());
    assertTrue(
        "peak bytes without flush exceeded watermark",
        flushPolicy.peakBytesWithoutFlush <= maxRAMBytes);
    assertActiveBytesAfter(flushControl);
    if (flushPolicy.hasMarkedPending) {
      assertTrue(maxRAMBytes < flushControl.peakActiveBytes);
    }
    if (ensureNotStalled) {
      assertFalse(docsWriter.flushControl.stallControl.wasStalled());
    }
    writer.close();
    assertEquals(0, flushControl.activeBytes());
    dir.close();
  }
  public void testFlushDocCount() throws IOException, InterruptedException {
    int[] numThreads = new int[] {2 + atLeast(1), 1};
    for (int i = 0; i < numThreads.length; i++) {

      final int numDocumentsToIndex = 50 + atLeast(30);
      AtomicInteger numDocs = new AtomicInteger(numDocumentsToIndex);
      Directory dir = newDirectory();
      MockDefaultFlushPolicy flushPolicy = new MockDefaultFlushPolicy();
      IndexWriterConfig iwc =
          newIndexWriterConfig(TEST_VERSION_CURRENT, new MockAnalyzer(random()))
              .setFlushPolicy(flushPolicy);

      final int numDWPT = 1 + atLeast(2);
      DocumentsWriterPerThreadPool threadPool =
          new ThreadAffinityDocumentsWriterThreadPool(numDWPT);
      iwc.setIndexerThreadPool(threadPool);
      iwc.setMaxBufferedDocs(2 + atLeast(10));
      iwc.setRAMBufferSizeMB(IndexWriterConfig.DISABLE_AUTO_FLUSH);
      iwc.setMaxBufferedDeleteTerms(IndexWriterConfig.DISABLE_AUTO_FLUSH);
      IndexWriter writer = new IndexWriter(dir, iwc);
      flushPolicy = (MockDefaultFlushPolicy) writer.getConfig().getFlushPolicy();
      assertTrue(flushPolicy.flushOnDocCount());
      assertFalse(flushPolicy.flushOnDeleteTerms());
      assertFalse(flushPolicy.flushOnRAM());
      DocumentsWriter docsWriter = writer.getDocsWriter();
      assertNotNull(docsWriter);
      DocumentsWriterFlushControl flushControl = docsWriter.flushControl;
      assertEquals(" bytes must be 0 after init", 0, flushControl.flushBytes());

      IndexThread[] threads = new IndexThread[numThreads[i]];
      for (int x = 0; x < threads.length; x++) {
        threads[x] = new IndexThread(numDocs, numThreads[i], writer, lineDocFile, false);
        threads[x].start();
      }

      for (int x = 0; x < threads.length; x++) {
        threads[x].join();
      }

      assertEquals(
          " all flushes must be due numThreads=" + numThreads[i], 0, flushControl.flushBytes());
      assertEquals(numDocumentsToIndex, writer.numDocs());
      assertEquals(numDocumentsToIndex, writer.maxDoc());
      assertTrue(
          "peak bytes without flush exceeded watermark",
          flushPolicy.peakDocCountWithoutFlush <= iwc.getMaxBufferedDocs());
      assertActiveBytesAfter(flushControl);
      writer.close();
      assertEquals(0, flushControl.activeBytes());
      dir.close();
    }
  }
  public void testRandom() throws IOException, InterruptedException {
    final int numThreads = 1 + random().nextInt(8);
    final int numDocumentsToIndex = 50 + atLeast(70);
    AtomicInteger numDocs = new AtomicInteger(numDocumentsToIndex);
    Directory dir = newDirectory();
    IndexWriterConfig iwc = newIndexWriterConfig(TEST_VERSION_CURRENT, new MockAnalyzer(random()));
    MockDefaultFlushPolicy flushPolicy = new MockDefaultFlushPolicy();
    iwc.setFlushPolicy(flushPolicy);

    final int numDWPT = 1 + random().nextInt(8);
    DocumentsWriterPerThreadPool threadPool = new ThreadAffinityDocumentsWriterThreadPool(numDWPT);
    iwc.setIndexerThreadPool(threadPool);

    IndexWriter writer = new IndexWriter(dir, iwc);
    flushPolicy = (MockDefaultFlushPolicy) writer.getConfig().getFlushPolicy();
    DocumentsWriter docsWriter = writer.getDocsWriter();
    assertNotNull(docsWriter);
    DocumentsWriterFlushControl flushControl = docsWriter.flushControl;

    assertEquals(" bytes must be 0 after init", 0, flushControl.flushBytes());

    IndexThread[] threads = new IndexThread[numThreads];
    for (int x = 0; x < threads.length; x++) {
      threads[x] = new IndexThread(numDocs, numThreads, writer, lineDocFile, true);
      threads[x].start();
    }

    for (int x = 0; x < threads.length; x++) {
      threads[x].join();
    }
    assertEquals(" all flushes must be due", 0, flushControl.flushBytes());
    assertEquals(numDocumentsToIndex, writer.numDocs());
    assertEquals(numDocumentsToIndex, writer.maxDoc());
    if (flushPolicy.flushOnRAM()
        && !flushPolicy.flushOnDocCount()
        && !flushPolicy.flushOnDeleteTerms()) {
      final long maxRAMBytes = (long) (iwc.getRAMBufferSizeMB() * 1024. * 1024.);
      assertTrue(
          "peak bytes without flush exceeded watermark",
          flushPolicy.peakBytesWithoutFlush <= maxRAMBytes);
      if (flushPolicy.hasMarkedPending) {
        assertTrue(
            "max: " + maxRAMBytes + " " + flushControl.peakActiveBytes,
            maxRAMBytes <= flushControl.peakActiveBytes);
      }
    }
    assertActiveBytesAfter(flushControl);
    writer.commit();
    assertEquals(0, flushControl.activeBytes());
    IndexReader r = DirectoryReader.open(dir);
    assertEquals(numDocumentsToIndex, r.numDocs());
    assertEquals(numDocumentsToIndex, r.maxDoc());
    if (!flushPolicy.flushOnRAM()) {
      assertFalse(
          "never stall if we don't flush on RAM",
          docsWriter.flushControl.stallControl.wasStalled());
      assertFalse(
          "never block if we don't flush on RAM",
          docsWriter.flushControl.stallControl.hasBlocked());
    }
    r.close();
    writer.close();
    dir.close();
  }