package com.thinkaurelius.titan.diskstorage.cassandra.astyanax;
import com.google.common.base.Preconditions;
import com.google.common.base.Supplier;
import com.google.common.collect.ImmutableMap;
import com.netflix.astyanax.*;
import com.netflix.astyanax.connectionpool.Host;
import com.netflix.astyanax.connectionpool.NodeDiscoveryType;
import com.netflix.astyanax.connectionpool.RetryBackoffStrategy;
import com.netflix.astyanax.connectionpool.exceptions.ConnectionException;
import com.netflix.astyanax.connectionpool.impl.*;
import com.netflix.astyanax.ddl.ColumnFamilyDefinition;
import com.netflix.astyanax.ddl.KeyspaceDefinition;
import com.netflix.astyanax.impl.AstyanaxConfigurationImpl;
import com.netflix.astyanax.model.ColumnFamily;
import com.netflix.astyanax.retry.RetryPolicy;
import com.netflix.astyanax.serializers.ByteBufferSerializer;
import com.netflix.astyanax.serializers.StringSerializer;
import com.netflix.astyanax.thrift.ThriftFamilyFactory;
import com.thinkaurelius.titan.diskstorage.PermanentStorageException;
import com.thinkaurelius.titan.diskstorage.StaticBuffer;
import com.thinkaurelius.titan.diskstorage.StorageException;
import com.thinkaurelius.titan.diskstorage.TemporaryStorageException;
import com.thinkaurelius.titan.diskstorage.cassandra.AbstractCassandraStoreManager;
import com.thinkaurelius.titan.diskstorage.cassandra.astyanax.locking.AstyanaxRecipeLocker;
import com.thinkaurelius.titan.diskstorage.keycolumnvalue.Entry;
import com.thinkaurelius.titan.diskstorage.keycolumnvalue.KCVMutation;
import com.thinkaurelius.titan.diskstorage.keycolumnvalue.StoreTransaction;
import org.apache.cassandra.dht.IPartitioner;
import org.apache.cassandra.dht.Token;
import org.apache.cassandra.exceptions.ConfigurationException;
import org.apache.cassandra.utils.FBUtilities;
import org.apache.commons.configuration.Configuration;
import org.apache.commons.lang.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.lang.reflect.Constructor;
import java.nio.ByteBuffer;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import static com.thinkaurelius.titan.diskstorage.cassandra.CassandraTransaction.getTx;
public class AstyanaxStoreManager extends AbstractCassandraStoreManager {
private static final Logger log = LoggerFactory.getLogger(AstyanaxStoreManager.class);
//################### ASTYANAX SPECIFIC CONFIGURATION OPTIONS ######################
/**
* Default name for the Cassandra cluster
* <p/>
* Value = {@value}
*/
public static final String CLUSTER_DEFAULT = "Titan Cluster";
public static final String CLUSTER_KEY = "cluster-name";
/**
* Maximum pooled connections per host.
* <p/>
* Value = {@value}
*/
public static final int MAX_CONNECTIONS_PER_HOST_DEFAULT = 32;
public static final String MAX_CONNECTIONS_PER_HOST_KEY = "max-connections-per-host";
/**
* Maximum open connections allowed in the pool (counting all hosts).
* <p/>
* Value = {@value}
*/
public static final int MAX_CONNECTIONS_DEFAULT = -1;
public static final String MAX_CONNECTIONS_KEY = "max-connections";
/**
* Maximum number of operations allowed per connection before the connection is closed.
* <p/>
* Value = {@value}
*/
public static final int MAX_OPERATIONS_PER_CONNECTION_DEFAULT = 100 * 1000;
public static final String MAX_OPERATIONS_PER_CONNECTION_KEY = "max-operations-per-connection";
/**
* Maximum pooled "cluster" connections per host.
* <p/>
* These connections are mostly idle and only used for DDL operations
* (like creating keyspaces). Titan doesn't need many of these connections
* in ordinary operation.
*/
public static final int MAX_CLUSTER_CONNECTIONS_PER_HOST_DEFAULT = 3;
public static final String MAX_CLUSTER_CONNECTIONS_PER_HOST_KEY = "max-cluster-connections-per-host";
/**
* How Astyanax discovers Cassandra cluster nodes. This must be one of the
* values of the Astyanax NodeDiscoveryType enum.
* <p/>
* Value = {@value}
*/
public static final String NODE_DISCOVERY_TYPE_DEFAULT = "RING_DESCRIBE";
public static final String NODE_DISCOVERY_TYPE_KEY = "node-discovery-type";
/**
* Astyanax specific host supplier useful only when discovery type set to DISCOVERY_SERVICE or TOKEN_AWARE.
* Excepts fully qualified class name which extends google.common.base.Supplier<List<Host>>.
*/
public static final String ASTYANAX_HOST_SUPPLIER_KEY= "host-supplier";
/**
* Astyanax's connection pooler implementation. This must be one of the
* values of the Astyanax ConnectionPoolType enum.
* <p/>
* Value = {@value}
*/
public static final String CONNECTION_POOL_TYPE_DEFAULT = "TOKEN_AWARE";
public static final String CONNECTION_POOL_TYPE_KEY = "connection-pool-type";
/**
* This must be the fully-qualified classname (i.e. the complete package
* name, a dot, and then the class name) of an implementation of Astyanax's
* RetryPolicy interface. This string may be followed by a sequence of
* integers, separated from the full classname and from each other by
* commas; in this case, the integers are cast to native Java ints and
* passed to the class constructor as arguments.
* <p/>
* In Astyanax, RetryPolicy and RetryBackoffStrategy sound and look similar
* but are used for distinct purposes. RetryPolicy is for retrying failed
* operations. RetryBackoffStrategy is for retrying attempts to talk to
* uncommunicative hosts. This config option controls RetryPolicy.
* <p/>
* Value = {@value}
*/
public static final String RETRY_POLICY_DEFAULT = "com.netflix.astyanax.retry.BoundedExponentialBackoff,100,25000,8";
public static final String RETRY_POLICY_KEY = "retry-policy";
/**
* If non-null, this must be the fully-qualified classname (i.e. the
* complete package name, a dot, and then the class name) of an
* implementation of Astyanax's RetryBackoffStrategy interface. This string
* may be followed by a sequence of integers, separated from the full
* classname and from each other by commas; in this case, the integers are
* cast to native Java ints and passed to the class constructor as
* arguments. Here's an example setting that would instantiate an Astyanax
* FixedRetryBackoffStrategy with an delay interval of 1s and suspend time
* of 5s:
* <p/>
* <code>
* com.netflix.astyanax.connectionpool.impl.FixedRetryBackoffStrategy,1000,5000
* </code>
* <p/>
* If null, then Astyanax uses its default strategy, which is an
* ExponentialRetryBackoffStrategy instance. The instance parameters take
* Astyanax's built-in default values, which can be overridden via the
* following config keys:
* <ul>
* <li>{@value #RETRY_DELAY_SLICE_KEY}</li>
* <li>{@value #RETRY_MAX_DELAY_SLICE_KEY}</li>
* <li>{@value #RETRY_SUSPEND_WINDOW_KEY}</li>
* </ul>
* <p/>
* In Astyanax, RetryPolicy and RetryBackoffStrategy sound and look similar
* but are used for distinct purposes. RetryPolicy is for retrying failed
* operations. RetryBackoffStrategy is for retrying attempts to talk to
* uncommunicative hosts. This config option controls RetryBackoffStrategy.
* <p/>
* TODO port to ConfigOption for 0.5.
* <p/>
* Value = {@value}
*/
public static final String RETRY_BACKOFF_STRATEGY_DEFAULT = "com.netflix.astyanax.connectionpool.impl.FixedRetryBackoffStrategy,1000,5000";
//public static final String RETRY_BACKOFF_STRATEGY_DEFAULT = null;
public static final String RETRY_BACKOFF_STRATEGY_KEY = "retry-backoff-strategy";
/**
* Controls the retryDelaySlice parameter on Astyanax
* ConnectionPoolConfigurationImpl objects, which is in turn used by
* ExponentialRetryBackoffStrategy. See the code for
* {@link ConnectionPoolConfigurationImpl},
* {@link ExponentialRetryBackoffStrategy}, and the javadoc for
* {@link #RETRY_BACKOFF_STRATEGY_KEY} for more information.
* <p/>
* This parameter is not meaningful for and has no effect on
* FixedRetryBackoffStrategy.
* <p/>
* TODO port to ConfigOption for 0.5.
* <p/>
* Value = {@value}
*/
public static final String RETRY_DELAY_SLICE_KEY = "retry-delay-slice";
/**
* Controls the retryMaxDelaySlice parameter on Astyanax
* ConnectionPoolConfigurationImpl objects, which is in turn used by
* ExponentialRetryBackoffStrategy. See the code for
* {@link ConnectionPoolConfigurationImpl},
* {@link ExponentialRetryBackoffStrategy}, and the javadoc for
* {@link #RETRY_BACKOFF_STRATEGY_KEY} for more information.
* <p/>
* This parameter is not meaningful for and has no effect on
* FixedRetryBackoffStrategy.
* <p/>
* TODO port to ConfigOption for 0.5.
* <p/>
* Value = {@value}
*/
public static final String RETRY_MAX_DELAY_SLICE_KEY = "retry-max-delay-slice";
/**
* Controls the retrySuspendWindow parameter on Astyanax
* ConnectionPoolConfigurationImpl objects, which is in turn used by
* ExponentialRetryBackoffStrategy. See the code for
* {@link ConnectionPoolConfigurationImpl},
* {@link ExponentialRetryBackoffStrategy}, and the javadoc for
* {@link #RETRY_BACKOFF_STRATEGY_KEY} for more information.
* <p/>
* This parameter is not meaningful for and has no effect on
* FixedRetryBackoffStrategy.
* <p/>
* TODO port to ConfigOption for 0.5.
* <p/>
* Value = {@value}
*/
public static final String RETRY_SUSPEND_WINDOW_KEY = "retry-suspend-window";
private final String clusterName;
private final AstyanaxContext<Keyspace> keyspaceContext;
private final AstyanaxContext<Cluster> clusterContext;
private final RetryPolicy retryPolicy;
private final int retryDelaySlice;
private final int retryMaxDelaySlice;
private final int retrySuspendWindow;
private final RetryBackoffStrategy retryBackoffStrategy;
private final Map<String, AstyanaxOrderedKeyColumnValueStore> openStores;
public AstyanaxStoreManager(Configuration config) throws StorageException {
super(config);
// Check if we have non-default thrift frame size or max message size set and warn users
// because there is nothing we can do in Astyanax to apply those, warning is good enough here
// otherwise it would make bad user experience if we don't warn at all or crash on this.
if (config.containsKey(THRIFT_FRAME_SIZE_MB))
log.warn("Couldn't set custom Thrift Frame Size property, use 'cassandrathrift' instead.");
retryDelaySlice = config.getInt(RETRY_DELAY_SLICE_KEY,
ConnectionPoolConfigurationImpl.DEFAULT_RETRY_DELAY_SLICE);
retryMaxDelaySlice = config.getInt(RETRY_MAX_DELAY_SLICE_KEY,
ConnectionPoolConfigurationImpl.DEFAULT_RETRY_MAX_DELAY_SLICE);
retrySuspendWindow = config.getInt(RETRY_SUSPEND_WINDOW_KEY,
ConnectionPoolConfigurationImpl.DEFAULT_RETRY_SUSPEND_WINDOW);
retryBackoffStrategy = getRetryBackoffStrategy(
config.getString(RETRY_BACKOFF_STRATEGY_KEY, RETRY_BACKOFF_STRATEGY_DEFAULT));
this.clusterName = config.getString(CLUSTER_KEY, CLUSTER_DEFAULT);
this.retryPolicy = getRetryPolicy(config.getString(RETRY_POLICY_KEY, RETRY_POLICY_DEFAULT));
final int maxConnsPerHost =
config.getInt(
MAX_CONNECTIONS_PER_HOST_KEY,
MAX_CONNECTIONS_PER_HOST_DEFAULT);
final int maxClusterConnsPerHost =
config.getInt(
MAX_CLUSTER_CONNECTIONS_PER_HOST_KEY,
MAX_CLUSTER_CONNECTIONS_PER_HOST_DEFAULT);
this.clusterContext = createCluster(getContextBuilder(config, maxClusterConnsPerHost, "Cluster"));
ensureKeyspaceExists(clusterContext.getClient());
this.keyspaceContext = getContextBuilder(config, maxConnsPerHost, "Keyspace").buildKeyspace(ThriftFamilyFactory.getInstance());
this.keyspaceContext.start();
openStores = new HashMap<String, AstyanaxOrderedKeyColumnValueStore>(8);
}
@Override
public Deployment getDeployment() {
return Deployment.REMOTE;
}
@Override
@SuppressWarnings("unchecked")
public IPartitioner<? extends Token<?>> getCassandraPartitioner() throws StorageException {
Cluster cl = clusterContext.getClient();
try {
return FBUtilities.newPartitioner(cl.describePartitioner());
} catch (ConnectionException e) {
throw new TemporaryStorageException(e);
} catch (ConfigurationException e) {
throw new PermanentStorageException(e);
}
}
@Override
public String toString() {
return "astyanax" + super.toString();
}
@Override
public void close() {
// Shutdown the Astyanax contexts
openStores.clear();
keyspaceContext.shutdown();
clusterContext.shutdown();
}
@Override
public synchronized AstyanaxOrderedKeyColumnValueStore openDatabase(String name) throws StorageException {
if (openStores.containsKey(name)) return openStores.get(name);
else {
ensureColumnFamilyExists(name);
AstyanaxOrderedKeyColumnValueStore store = new AstyanaxOrderedKeyColumnValueStore(name, keyspaceContext.getClient(), this, retryPolicy);
openStores.put(name, store);
return store;
}
}
public AstyanaxRecipeLocker openLocker(String cfName) throws StorageException {
ColumnFamily<ByteBuffer, String> cf = new ColumnFamily<ByteBuffer, String>(
cfName,
ByteBufferSerializer.get(),
StringSerializer.get());
return new AstyanaxRecipeLocker.Builder(keyspaceContext.getClient(), cf).build();
}
@Override
public void mutateMany(Map<String, Map<StaticBuffer, KCVMutation>> batch, StoreTransaction txh) throws StorageException {
MutationBatch m = keyspaceContext.getClient().prepareMutationBatch()
.setConsistencyLevel(getTx(txh).getWriteConsistencyLevel().getAstyanaxConsistency())
.withRetryPolicy(retryPolicy.duplicate());
final Timestamp timestamp = getTimestamp(txh);
for (Map.Entry<String, Map<StaticBuffer, KCVMutation>> batchentry : batch.entrySet()) {
String storeName = batchentry.getKey();
Preconditions.checkArgument(openStores.containsKey(storeName), "Store cannot be found: " + storeName);
ColumnFamily<ByteBuffer, ByteBuffer> columnFamily = openStores.get(storeName).getColumnFamily();
Map<StaticBuffer, KCVMutation> mutations = batchentry.getValue();
for (Map.Entry<StaticBuffer, KCVMutation> ent : mutations.entrySet()) {
// The CLMs for additions and deletions are separated because
// Astyanax's operation timestamp cannot be set on a per-delete
// or per-addition basis.
KCVMutation titanMutation = ent.getValue();
if (titanMutation.hasDeletions()) {
ColumnListMutation<ByteBuffer> dels = m.withRow(columnFamily, ent.getKey().asByteBuffer());
dels.setTimestamp(timestamp.deletionTime);
for (StaticBuffer b : titanMutation.getDeletions())
dels.deleteColumn(b.asByteBuffer());
}
if (titanMutation.hasAdditions()) {
ColumnListMutation<ByteBuffer> upds = m.withRow(columnFamily, ent.getKey().asByteBuffer());
upds.setTimestamp(timestamp.additionTime);
for (Entry e : titanMutation.getAdditions())
upds.putColumn(e.getColumn().asByteBuffer(), e.getValue().asByteBuffer());
}
}
}
try {
m.execute();
} catch (ConnectionException e) {
throw new TemporaryStorageException(e);
}
}
@Override
public void clearStorage() throws StorageException {
try {
Cluster cluster = clusterContext.getClient();
Keyspace ks = cluster.getKeyspace(keySpaceName);
// Not a big deal if Keyspace doesn't not exist (dropped manually by user or tests).
// This is called on per test setup basis to make sure that previous test cleaned
// everything up, so first invocation would always fail as Keyspace doesn't yet exist.
if (ks == null)
return;
for (ColumnFamilyDefinition cf : cluster.describeKeyspace(keySpaceName).getColumnFamilyList()) {
ks.truncateColumnFamily(new ColumnFamily<Object, Object>(cf.getName(), null, null));
}
} catch (ConnectionException e) {
throw new PermanentStorageException(e);
}
}
private void ensureColumnFamilyExists(String name) throws StorageException {
ensureColumnFamilyExists(name, "org.apache.cassandra.db.marshal.BytesType");
}
private void ensureColumnFamilyExists(String name, String comparator) throws StorageException {
Cluster cl = clusterContext.getClient();
try {
KeyspaceDefinition ksDef = cl.describeKeyspace(keySpaceName);
boolean found = false;
if (null != ksDef) {
for (ColumnFamilyDefinition cfDef : ksDef.getColumnFamilyList()) {
found |= cfDef.getName().equals(name);
}
}
if (!found) {
ColumnFamilyDefinition cfDef =
cl.makeColumnFamilyDefinition()
.setName(name)
.setKeyspace(keySpaceName)
.setComparatorType(comparator);
ImmutableMap.Builder<String, String> compressionOptions = new ImmutableMap.Builder<String, String>();
if (compressionEnabled) {
compressionOptions.put("sstable_compression", compressionClass)
.put("chunk_length_kb", Integer.toString(compressionChunkSizeKB));
}
cl.addColumnFamily(cfDef.setCompressionOptions(compressionOptions.build()));
}
} catch (ConnectionException e) {
throw new TemporaryStorageException(e);
}
}
private static AstyanaxContext<Cluster> createCluster(AstyanaxContext.Builder cb) {
AstyanaxContext<Cluster> clusterCtx = cb.buildCluster(ThriftFamilyFactory.getInstance());
clusterCtx.start();
return clusterCtx;
}
private AstyanaxContext.Builder getContextBuilder(Configuration config, int maxConnsPerHost, String usedFor) {
final ConnectionPoolType poolType = ConnectionPoolType.valueOf(
config.getString(
CONNECTION_POOL_TYPE_KEY,
CONNECTION_POOL_TYPE_DEFAULT));
final NodeDiscoveryType discType = NodeDiscoveryType.valueOf(
config.getString(
NODE_DISCOVERY_TYPE_KEY,
NODE_DISCOVERY_TYPE_DEFAULT));
final int maxConnections =
config.getInt(
MAX_CONNECTIONS_KEY,
MAX_CONNECTIONS_DEFAULT);
final int maxOperationsPerConnection =
config.getInt(
MAX_OPERATIONS_PER_CONNECTION_KEY,
MAX_OPERATIONS_PER_CONNECTION_DEFAULT);
ConnectionPoolConfigurationImpl cpool =
new ConnectionPoolConfigurationImpl(usedFor + "TitanConnectionPool")
.setPort(port)
.setMaxOperationsPerConnection(maxOperationsPerConnection)
.setMaxConnsPerHost(maxConnsPerHost)
.setRetryDelaySlice(retryDelaySlice)
.setRetryMaxDelaySlice(retryMaxDelaySlice)
.setRetrySuspendWindow(retrySuspendWindow)
.setSocketTimeout(connectionTimeout)
.setConnectTimeout(connectionTimeout)
.setSeeds(StringUtils.join(hostnames, ","));
if (null != retryBackoffStrategy) {
cpool.setRetryBackoffStrategy(retryBackoffStrategy);
log.debug("Custom RetryBackoffStrategy {}", cpool.getRetryBackoffStrategy());
} else {
log.debug("Default RetryBackoffStrategy {}", cpool.getRetryBackoffStrategy());
}
AstyanaxConfigurationImpl aconf =
new AstyanaxConfigurationImpl()
.setConnectionPoolType(poolType)
.setDiscoveryType(discType)
.setTargetCassandraVersion("1.2");
if (0 < maxConnections) {
cpool.setMaxConns(maxConnections);
}
if (hasAuthentication()) {
cpool.setAuthenticationCredentials(new SimpleAuthenticationCredentials(username, password));
}
String hostSupplier = config.getString(ASTYANAX_HOST_SUPPLIER_KEY);
Supplier<List<Host>> supplier = null;
if (hostSupplier != null) {
try {
supplier = (Supplier<List<Host>>) Class.forName(hostSupplier).newInstance();
} catch (Exception e) {
log.warn("Problem with host supplier class " + hostSupplier + ", going to use default.", e);
}
}
return new AstyanaxContext.Builder()
.forCluster(clusterName)
.forKeyspace(keySpaceName)
.withAstyanaxConfiguration(aconf)
.withConnectionPoolConfiguration(cpool)
.withHostSupplier(supplier)
.withConnectionPoolMonitor(new CountingConnectionPoolMonitor());
}
private void ensureKeyspaceExists(Cluster cl) throws StorageException {
KeyspaceDefinition ksDef;
try {
ksDef = cl.describeKeyspace(keySpaceName);
if (null != ksDef && ksDef.getName().equals(keySpaceName)) {
log.debug("Found keyspace {}", keySpaceName);
return;
}
} catch (ConnectionException e) {
log.debug("Failed to describe keyspace {}", keySpaceName);
}
log.debug("Creating keyspace {}...", keySpaceName);
try {
Map<String, String> stratops = ImmutableMap.of(
"replication_factor", String.valueOf(replicationFactor));
ksDef = cl.makeKeyspaceDefinition()
.setName(keySpaceName)
.setStrategyClass("org.apache.cassandra.locator.SimpleStrategy")
.setStrategyOptions(stratops);
cl.addKeyspace(ksDef);
log.debug("Created keyspace {}", keySpaceName);
} catch (ConnectionException e) {
log.debug("Failed to create keyspace {}", keySpaceName);
throw new TemporaryStorageException(e);
}
}
private static RetryBackoffStrategy getRetryBackoffStrategy(String desc) throws PermanentStorageException {
if (null == desc)
return null;
String[] tokens = desc.split(",");
String policyClassName = tokens[0];
int argCount = tokens.length - 1;
Integer[] args = new Integer[argCount];
for (int i = 1; i < tokens.length; i++) {
args[i - 1] = Integer.valueOf(tokens[i]);
}
try {
RetryBackoffStrategy rbs = instantiate(policyClassName, args, desc);
log.debug("Instantiated RetryBackoffStrategy object {} from config string \"{}\"", rbs, desc);
return rbs;
} catch (Exception e) {
throw new PermanentStorageException("Failed to instantiate Astyanax RetryBackoffStrategy implementation", e);
}
}
private static RetryPolicy getRetryPolicy(String serializedRetryPolicy) throws StorageException {
String[] tokens = serializedRetryPolicy.split(",");
String policyClassName = tokens[0];
int argCount = tokens.length - 1;
Integer[] args = new Integer[argCount];
for (int i = 1; i < tokens.length; i++) {
args[i - 1] = Integer.valueOf(tokens[i]);
}
try {
RetryPolicy rp = instantiate(policyClassName, args, serializedRetryPolicy);
log.debug("Instantiated RetryPolicy object {} from config string \"{}\"", rp, serializedRetryPolicy);
return rp;
} catch (Exception e) {
throw new PermanentStorageException("Failed to instantiate Astyanax Retry Policy class", e);
}
}
@SuppressWarnings("unchecked")
private static <V> V instantiate(String policyClassName, Integer[] args, String raw) throws Exception {
for (Constructor<?> con : Class.forName(policyClassName).getConstructors()) {
Class<?>[] parameterTypes = con.getParameterTypes();
// match constructor by number of arguments first
if (args.length != parameterTypes.length)
continue;
// check if the constructor parameter types are compatible with argument types (which are integer)
// note that we allow long.class arguments too because integer is cast to long by runtime.
boolean intsOrLongs = true;
for (Class<?> pc : parameterTypes) {
if (!pc.equals(int.class) && !pc.equals(long.class)) {
intsOrLongs = false;
break;
}
}
// we found a constructor with required number of parameters but times didn't match, let's carry on
if (!intsOrLongs)
continue;
if (log.isDebugEnabled())
log.debug("About to instantiate class {} with {} arguments", con.toString(), args.length);
return (V) con.newInstance(args);
}
throw new Exception("Failed to identify a class matching the Astyanax Retry Policy config string \"" + raw + "\"");
}
@Override
public Map<String, String> getCompressionOptions(String cf) throws StorageException {
try {
Keyspace k = keyspaceContext.getClient();
KeyspaceDefinition kdef = k.describeKeyspace();
if (null == kdef) {
throw new PermanentStorageException("Keyspace " + k.getKeyspaceName() + " is undefined");
}
ColumnFamilyDefinition cfdef = kdef.getColumnFamily(cf);
if (null == cfdef) {
throw new PermanentStorageException("Column family " + cf + " is undefined");
}
return cfdef.getCompressionOptions();
} catch (ConnectionException e) {
throw new PermanentStorageException(e);
}
}
}