Examples of LruBlockCache

org.apache.accumulo.core.file.blockfile.cache.LruBlockCache
A block cache implementation that is memory-aware using {@link HeapSize}, memory-bound using an LRU eviction algorithm, and concurrent: backed by a {@link ConcurrentHashMap} and with a non-blocking eviction thread giving constant-time {@link #cacheBlock} and {@link #getBlock} operations.
Contains three levels of block priority to allow for scan-resistance and in-memory families. A block is added with an inMemory flag if necessary, otherwise a block becomes a single access priority. Once a blocked is accessed again, it changes to multiple access. This is used to prevent scans from thrashing the cache, adding a least-frequently-used element to the eviction algorithm.
Each priority is given its own chunk of the total cache to ensure fairness during eviction. Each priority will retain close to its maximum size, however, if any priority is not using its entire chunk the others are able to grow beyond their chunk size.
Instantiated at a minimum with the total size and average block size. All sizes are in bytes. The block size is not especially important as this cache is fully dynamic in its sizing of blocks. It is only used for pre-allocating data structures and in initial heap estimation of the map.
The detailed constructor defines the sizes for the three priorities (they should total to the maximum size defined). It also sets the levels that trigger and control the eviction thread.
The acceptable size is the cache size level which triggers the eviction process to start. It evicts enough blocks to get the size below the minimum size specified.
Eviction happens in a separate thread and involves a single full-scan of the map. It determines how many bytes must be freed to reach the minimum size, and then while scanning determines the fewest least-recently-used blocks necessary from each of the three priorities (would be 3 times bytes to free). It then uses the priority chunk sizes to evict fairly according to the relative sizes and usage.
org.apache.hadoop.hbase.io.hfile.LruBlockCache
A block cache implementation that is memory-aware using {@link HeapSize}, memory-bound using an LRU eviction algorithm, and concurrent: backed by a {@link ConcurrentHashMap} and with a non-blocking eviction thread givingconstant-time {@link #cacheBlock} and {@link #getBlock} operations.
Contains three levels of block priority to allow for scan-resistance and in-memory families. A block is added with an inMemory flag if necessary, otherwise a block becomes a single access priority. Once a blocked is accessed again, it changes to multiple access. This is used to prevent scans from thrashing the cache, adding a least-frequently-used element to the eviction algorithm.
Each priority is given its own chunk of the total cache to ensure fairness during eviction. Each priority will retain close to its maximum size, however, if any priority is not using its entire chunk the others are able to grow beyond their chunk size.
Instantiated at a minimum with the total size and average block size. All sizes are in bytes. The block size is not especially important as this cache is fully dynamic in its sizing of blocks. It is only used for pre-allocating data structures and in initial heap estimation of the map.
The detailed constructor defines the sizes for the three priorities (they should total to the maximum size defined). It also sets the levels that trigger and control the eviction thread.
The acceptable size is the cache size level which triggers the eviction process to start. It evicts enough blocks to get the size below the minimum size specified.
Eviction happens in a separate thread and involves a single full-scan of the map. It determines how many bytes must be freed to reach the minimum size, and then while scanning determines the fewest least-recently-used blocks necessary from each of the three priorities (would be 3 times bytes to free). It then uses the priority chunk sizes to evict fairly according to the relative sizes and usage.

Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

      } catch (Exception e) {
        e.printStackTrace();
      }
    }
    // Send cache a shutdown.
    LruBlockCache c = (LruBlockCache) StoreFile.getBlockCache(this.conf);
    if (c != null) {
      c.shutdown();
    }


    // Send interrupts to wake up threads if sleeping so they notice shutdown.
    // TODO: Should we check they are alive? If OOME could have exited already
    if (this.cacheFlusher != null) this.cacheFlusher.interruptIfNecessary();

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

    this.metrics.storefileIndexSizeMB
        .set((int) (storefileIndexSize / (1024 * 1024)));
    this.metrics.compactionQueueSize.set(compactSplitThread
        .getCompactionQueueSize());


    LruBlockCache lruBlockCache = (LruBlockCache) StoreFile.getBlockCache(conf);
    if (lruBlockCache != null) {
      this.metrics.blockCacheCount.set(lruBlockCache.size());
      this.metrics.blockCacheFree.set(lruBlockCache.getFreeSize());
      this.metrics.blockCacheSize.set(lruBlockCache.getCurrentSize());
      CacheStats cacheStats = lruBlockCache.getStats();
      this.metrics.blockCacheHitCount.set(cacheStats.getHitCount());
      this.metrics.blockCacheMissCount.set(cacheStats.getMissCount());
      this.metrics.blockCacheEvictedCount.set(lruBlockCache.getEvictedCount());
      double ratio = lruBlockCache.getStats().getHitRatio();
      int percent = (int) (ratio * 100);
      this.metrics.blockCacheHitRatio.set(percent);
      ratio = lruBlockCache.getStats().getHitCachingRatio();
      percent = (int) (ratio * 100);
      this.metrics.blockCacheHitCachingRatio.set(percent);
    }
  }

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

      } catch (Exception e) {
        e.printStackTrace();
      }
    }
    // Send cache a shutdown.
    LruBlockCache c = (LruBlockCache) StoreFile.getBlockCache(this.conf);
    if (c != null) {
      c.shutdown();
    }


    // Send interrupts to wake up threads if sleeping so they notice shutdown.
    // TODO: Should we check they are alive? If OOME could have exited already
    if (this.cacheFlusher != null) this.cacheFlusher.interruptIfNecessary();

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

    this.metrics.compactionQueueSize.set(compactSplitThread
        .getCompactionQueueSize());
    this.metrics.flushQueueSize.set(cacheFlusher
        .getFlushQueueSize());


    LruBlockCache lruBlockCache = (LruBlockCache) StoreFile.getBlockCache(conf);
    if (lruBlockCache != null) {
      this.metrics.blockCacheCount.set(lruBlockCache.size());
      this.metrics.blockCacheFree.set(lruBlockCache.getFreeSize());
      this.metrics.blockCacheSize.set(lruBlockCache.getCurrentSize());
      CacheStats cacheStats = lruBlockCache.getStats();
      this.metrics.blockCacheHitCount.set(cacheStats.getHitCount());
      this.metrics.blockCacheMissCount.set(cacheStats.getMissCount());
      this.metrics.blockCacheEvictedCount.set(lruBlockCache.getEvictedCount());
      double ratio = lruBlockCache.getStats().getHitRatio();
      int percent = (int) (ratio * 100);
      this.metrics.blockCacheHitRatio.set(percent);
      ratio = lruBlockCache.getStats().getHitCachingRatio();
      percent = (int) (ratio * 100);
      this.metrics.blockCacheHitCachingRatio.set(percent);
    }
  }

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

    System.err.println("Testing encoded seekers for encoding : " + encoding + ", includeTags : "
        + includeTags + ", compressTags : " + compressTags);
    if(includeTags) {
      testUtil.getConfiguration().setInt(HFile.FORMAT_VERSION_KEY, 3);
    }
    LruBlockCache cache =
      (LruBlockCache)new CacheConfig(testUtil.getConfiguration()).getBlockCache();
    cache.clearCache();
    // Need to disable default row bloom filter for this test to pass.
    HColumnDescriptor hcd = (new HColumnDescriptor(CF_NAME)).setMaxVersions(MAX_VERSIONS).
        setDataBlockEncoding(encoding).
        setBlocksize(BLOCK_SIZE).
        setBloomFilterType(BloomType.NONE).
        setCompressTags(compressTags);
    HRegion region = testUtil.createTestRegion(TABLE_NAME, hcd);


    //write the data, but leave some in the memstore
    doPuts(region);


    //verify correctness when memstore contains data
    doGets(region);


    //verify correctness again after compacting
    region.compactStores();
    doGets(region);




    Map<DataBlockEncoding, Integer> encodingCounts = cache.getEncodingCountsForTest();


    // Ensure that compactions don't pollute the cache with unencoded blocks
    // in case of in-cache-only encoding.
    System.err.println("encodingCounts=" + encodingCounts);
    assertEquals(1, encodingCounts.size());

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

  }


  @Test
  public void testEncodedSeeker() throws IOException {
    System.err.println("Testing encoded seekers for encoding " + encoding);
    LruBlockCache cache = (LruBlockCache)
    new CacheConfig(testUtil.getConfiguration()).getBlockCache();
    cache.clearCache();


    HRegion region = testUtil.createTestRegion(
        TABLE_NAME, new HColumnDescriptor(CF_NAME)
            .setMaxVersions(MAX_VERSIONS)
            .setDataBlockEncoding(encoding)
            .setEncodeOnDisk(encodeOnDisk)
            .setBlocksize(BLOCK_SIZE)
    );


    //write the data, but leave some in the memstore
    doPuts(region);


    //verify correctness when memstore contains data
    doGets(region);


    //verify correctness again after compacting
    region.compactStores();
    doGets(region);




    Map<DataBlockEncoding, Integer> encodingCounts = cache.getEncodingCountsForTest();


    // Ensure that compactions don't pollute the cache with unencoded blocks
    // in case of in-cache-only encoding.
    System.err.println("encodingCounts=" + encodingCounts);
    assertEquals(1, encodingCounts.size());

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

  }


  @Test
  public void testEncodedSeeker() throws IOException {
    System.err.println("Testing encoded seekers for encoding " + encoding);
    LruBlockCache cache = (LruBlockCache)
    new CacheConfig(testUtil.getConfiguration()).getBlockCache();
    cache.clearCache();


    HRegion region = testUtil.createTestRegion(
        TABLE_NAME, new HColumnDescriptor(CF_NAME)
            .setMaxVersions(MAX_VERSIONS)
            .setDataBlockEncoding(encoding)
            .setEncodeOnDisk(encodeOnDisk)
    );
    LoadTestKVGenerator dataGenerator = new LoadTestKVGenerator(
        MIN_VALUE_SIZE, MAX_VALUE_SIZE);


    // Write
    for (int i = 0; i < NUM_ROWS; ++i) {
      byte[] key = MultiThreadedWriter.longToByteArrayKey(i);
      for (int j = 0; j < NUM_COLS_PER_ROW; ++j) {
        Put put = new Put(key);
        String colAsStr = String.valueOf(j);
        byte[] value = dataGenerator.generateRandomSizeValue(i, colAsStr);
        put.add(CF_BYTES, Bytes.toBytes(colAsStr), value);
        region.put(put);
      }
      if (i % NUM_ROWS_PER_FLUSH == 0) {
        region.flushcache();
      }
    }


    for (int doneCompaction = 0; doneCompaction <= 1; ++doneCompaction) {
      // Read
      for (int i = 0; i < NUM_ROWS; ++i) {
        final byte[] rowKey = MultiThreadedWriter.longToByteArrayKey(i);
        for (int j = 0; j < NUM_COLS_PER_ROW; ++j) {
          if (VERBOSE) {
            System.err.println("Reading row " + i + ", column " +  j);
          }
          final String qualStr = String.valueOf(j);
          final byte[] qualBytes = Bytes.toBytes(qualStr);
          Get get = new Get(rowKey);
          get.addColumn(CF_BYTES, qualBytes);
          Result result = region.get(get, null);
          assertEquals(1, result.size());
          assertTrue(LoadTestKVGenerator.verify(Bytes.toString(rowKey), qualStr,
              result.getValue(CF_BYTES, qualBytes)));
        }
      }


      if (doneCompaction == 0) {
        // Compact, then read again at the next loop iteration.
        region.compactStores();
      }
    }


    Map<DataBlockEncoding, Integer> encodingCounts =
        cache.getEncodingCountsForTest();


    // Ensure that compactions don't pollute the cache with unencoded blocks
    // in case of in-cache-only encoding.
    System.err.println("encodingCounts=" + encodingCounts);
    assertEquals(1, encodingCounts.size());

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

      } catch (Exception e) {
        e.printStackTrace();
      }
    }
    // Send cache a shutdown.
    LruBlockCache c = (LruBlockCache) StoreFile.getBlockCache(this.conf);
    if (c != null) {
      c.shutdown();
    }


    // Send interrupts to wake up threads if sleeping so they notice shutdown.
    // TODO: Should we check they are alive? If OOME could have exited already
    if (this.cacheFlusher != null) this.cacheFlusher.interruptIfNecessary();

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

    this.metrics.compactionQueueSize.set(compactSplitThread
        .getCompactionQueueSize());
    this.metrics.flushQueueSize.set(cacheFlusher
        .getFlushQueueSize());


    LruBlockCache lruBlockCache = (LruBlockCache) StoreFile.getBlockCache(conf);
    if (lruBlockCache != null) {
      this.metrics.blockCacheCount.set(lruBlockCache.size());
      this.metrics.blockCacheFree.set(lruBlockCache.getFreeSize());
      this.metrics.blockCacheSize.set(lruBlockCache.getCurrentSize());
      CacheStats cacheStats = lruBlockCache.getStats();
      this.metrics.blockCacheHitCount.set(cacheStats.getHitCount());
      this.metrics.blockCacheMissCount.set(cacheStats.getMissCount());
      this.metrics.blockCacheEvictedCount.set(lruBlockCache.getEvictedCount());
      double ratio = lruBlockCache.getStats().getHitRatio();
      int percent = (int) (ratio * 100);
      this.metrics.blockCacheHitRatio.set(percent);
      ratio = lruBlockCache.getStats().getHitCachingRatio();
      percent = (int) (ratio * 100);
      this.metrics.blockCacheHitCachingRatio.set(percent);
    }
  }

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Examples of org.apache.hadoop.hbase.io.hfile.LruBlockCache

      } catch (Exception e) {
        e.printStackTrace();
      }
    }
    // Send cache a shutdown.
    LruBlockCache c = (LruBlockCache)StoreFile.getBlockCache(this.conf);
    if (c != null) c.shutdown();


    // Send interrupts to wake up threads if sleeping so they notice shutdown.
    // TODO: Should we check they are alive?  If OOME could have exited already
    cacheFlusher.interruptIfNecessary();
    hlogFlusher.interrupt();

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