Talk from ApacheCon North America 2013 on Cassandra Internals by Aaron Morton.

1. APACHECON NORTH AMERICA 2013
CASSANDRA
INTERNALS
Aaron Morton
@aaronmorton
www.thelastpickle.com
Licensed under a Creative Commons Attribution-NonCommercial 3.0 New Zealand License

2. About Me
Freelance Cassandra Consultant
Based in Wellington, New Zealand
Apache Cassandra Committer
Data Stax MVP for Apache Cassandra

3. Architecture
Code

4. Cassandra Architecture
Clients
API's
Cluster Aware
Cluster Unaware
Disk

5. Cassandra Cluster Architecture
Clients
API's API's
Cluster Aware Cluster Aware
Cluster Unaware Cluster Unaware
Disk Disk
Node 1 Node 2

6. Dynamo Cluster Architecture
Clients
API's API's
Dynamo Dynamo
Database Database
Disk Disk
Node 1 Node 2

7. Architecture
API
Dynamo
Database

8. API Transports
Thrift
Native Binary
Read Line
RMI

9. Thrift Transport
//Custom TServer implementations
o.a.c.thrift.CustomTThreadPoolServer
o.a.c.thrift.CustomTNonBlockingServer
o.a.c.thrift.CustomTHsHaServer

10. API Transports
Thrift
Native Binary
Read Line
RMI

11. Native Binary Transport
Beta in Cassandra 1.2
Uses Netty 3.5
Enabled with
start_native_transport
(Disabled by default)

12. o.a.c.transport.Server.run()
//Setup the Netty server
new ExecutionHandler()
new NioServerSocketChannelFactory()
ServerBootstrap.setPipelineFactory()

13. o.a.c.transport.Message.Dispatcher.messageReceived()
//Process message from client
ServerConnection.validateNewMessage()
Request.execute()
ServerConnection.applyStateTransition()
Channel.write()

14. o.a.c.transport.messages
CredentialsMessage()
EventMessage()
ExecuteMessage()
PrepareMessage()
QueryMessage()
ResultMessage()
(And more...)

15. Messages
Defined in the Native Binary
Protocol
$SRC/doc/native_protocol.spec

16. API Services
JMX
CLI
Thrift
CQL 3

17. JMX Management Beans
Spread around the code base.
Interfaces named *MBean

18. JMX Management Beans
Registered with the names
such as
org.apache.cassandra.db:
type=StorageProxy

19. API Services
JMX
CLI
Thrift
CQL 3

20. o.a.c.cli.CliMain.main()
// Connect to server to read input
this.connect()
this.evaluateFileStatements()
this.processStatementInteractive()

21. CLI Grammar
ANTLR Grammar
$SRC/src/java/o/a/c/cli/CLI.g

22. o.a.c.cli.CliClient.executeCLIStatement()
// Process statement
CliCompiler.compileQuery() #ANTLR
switch (tree.getType())
case...

23. API Services
JMX
CLI
Thrift
CQL 3

24. o.a.c.thrift.CassandraServer
// Implements Thrift Interface
// Access control
// Input validation
// Mapping to/from Thrift and internal types

25. Thrift Interface
Thrift IDL
$SRC/interface/cassandra.thrift

26. o.a.c.thrift.CassandraServer.get_slice()
// get columns for one row
Tracing.begin()
ClientState cState = state()
cState.hasColumnFamilyAccess()
multigetSliceInternal()

27. CassandraServer.multigetSliceInternal()
// get columns for may rows
ThriftValidation.validate*()
// Create ReadCommands
getSlice()

28. CassandraServer.getSlice()
// Process ReadCommands
// return Thrift types
readColumnFamily()
thriftifyColumnFamily()

29. CassandraServer.readColumnFamily()
// Process ReadCommands
// Return ColumnFamilies
StorageProxy.read()

30. API Services
JMX
CLI
Thrift
CQL 3

31. o.a.c.cql3.QueryProcessor
// Prepares and executes CQL3 statements
// Used by Thrift & Native transports
// Access control
// Input validation
// Returns transport.ResultMessage

32. CQL3 Grammar
ANTLR Grammar
$SRC/o.a.c.cql3/Cql.g

33. o.a.c.cql3.statements.ParsedStatement
// Subclasses generated by ANTLR
// Tracks bound term count
// Prepare CQLStatement
prepare()

34. o.a.c.cql3.statements.CQLStatement
checkAccess(ClientState state)
validate(ClientState state)
execute(ConsistencyLevel cl,
QueryState state,
List<ByteBuffer> variables)

35. o.a.c.cql3.functions.Function
argsType()
returnType()
execute(List<ByteBuffer>
parameters)

36. statements.SelectStatement.RawStatement
// Implements ParsedStatement
// Input validation
prepare()

37. statements.SelectStatement.execute()
// Create ReadCommands
StorageProxy.read()

38. Architecture
API
Dynamo
Database

39. Dynamo Layer
o.a.c.service
o.a.c.net
o.a.c.dht
o.a.c.locator
o.a.c.gms
o.a.c.stream

40. o.a.c.service.StorageProxy
// Cluster wide storage operations
// Select endpoints & check CL available
// Send messages to Stages
// Wait for response
// Store Hints

41. o.a.c.service.StorageService
// Ring operations
// Track ring state
// Start & stop ring membership
// Node & token queries

42. o.a.c.service.IResponseResolver
preprocess(MessageIn<T> message)
resolve() throws
DigestMismatchException
RowDigestResolver
RowDataResolver
RangeSliceResponseResolver

43. Response Handlers / Callback
implements IAsyncCallback<T>
response(MessageIn<T> msg)

44. o.a.c.service.ReadCallback.get()
//Wait for blockfor & data
condition.await(timeout,
TimeUnit.MILLISECONDS)
throw ReadTimeoutException()
resolver.resolve()

45. o.a.c.service.StorageProxy.fetchRows()
getLiveSortedEndpoints()
new RowDigestResolver()
new ReadCallback()
MessagingService.sendRR()
---------------------------------------
ReadCallback.get() # blocking
catch (DigestMismatchException ex)
catch (ReadTimeoutException ex)

46. Dynamo Layer
o.a.c.service
o.a.c.net
o.a.c.dht
o.a.c.locator
o.a.c.gms
o.a.c.stream

47. o.a.c.net.MessagingService.verb<<enum>>
MUTATION
READ
REQUEST_RESPONSE
TREE_REQUEST
TREE_RESPONSE
(And more...)

48. o.a.c.net.MessagingService.verbHandlers
new EnumMap<Verb,
IVerbHandler>(Verb.class)

49. o.a.c.net.IVerbHandler<T>
doVerb(MessageIn<T> message,
String id);

50. o.a.c.net.MessagingService.verbStages
new EnumMap<MessagingService.Verb,
Stage>(MessagingService.Verb.class)

51. o.a.c.net.MessagingService.receive()
runnable = new MessageDeliveryTask(
message, id, timestamp);
StageManager.getStage(
message.getMessageType());
stage.execute(runnable);

52. o.a.c.net.MessageDeliveryTask.run()
// If dropable and rpc_timeout
MessagingService.incrementDroppedMessag
es(verb);
MessagingService.getVerbHandler(verb)
verbHandler.doVerb(message, id)

53. Dynamo Layer
o.a.c.service
o.a.c.net
o.a.c.dht
o.a.c.locator
o.a.c.gms
o.a.c.stream

54. o.a.c.dht.IPartitioner<T extends Token>
getToken(ByteBuffer key)
getRandomToken()
LocalPartitioner
RandomPartitioner
Murmur3Partitioner

55. o.a.c.dht.Token<T>
compareTo(Token<T> o)
BytesToken
BigIntegerToken
LongToken

56. Dynamo Layer
o.a.c.service
o.a.c.net
o.a.c.dht
o.a.c.locator
o.a.c.gms
o.a.c.stream

57. o.a.c.locator.IEndpointSnitch
getRack(InetAddress endpoint)
getDatacenter(InetAddress endpoint)
sortByProximity(InetAddress address,
List<InetAddress> addresses)
SimpleSnitch
PropertyFileSnitch
Ec2MultiRegionSnitch

58. o.a.c.locator.AbstractReplicationStrategy
getNaturalEndpoints(
RingPosition searchPosition)
calculateNaturalEndpoints(Token
searchToken, TokenMetadata
tokenMetadata)
SimpleStrategy
NetworkTopologyStrategy

59. o.a.c.locator.TokenMetadata
BiMultiValMap<Token, InetAddress>
tokenToEndpointMap
BiMultiValMap<Token, InetAddress>
bootstrapTokens
Set<InetAddress> leavingEndpoints

60. Dynamo Layer
o.a.c.service
o.a.c.net
o.a.c.dht
o.a.c.locator
o.a.c.gms
o.a.c.stream

61. o.a.c.gms.VersionedValue
// VersionGenerator.getNextVersion()
public final int version;
public final String value;

62. o.a.c.gms.ApplicationState<<enum>>
STATUS
LOAD
SCHEMA
DC
RACK
(And more...)

63. o.a.c.gms.HeartBeatState
//VersionGenerator.getNextVersion();
private int generation;
private int version;

64. o.a.c.gms.Gossiper.GossipTask.run()
// SYN -> ACK -> ACK2
makeRandomGossipDigest()
new GossipDigestSyn()
// Use MessagingService.sendOneWay()
Gossiper.doGossipToLiveMember()
Gossiper.doGossipToUnreachableMember()
Gossiper.doGossipToSeed()

65. gms.GossipDigestSynVerbHandler.doVerb()
Gossiper.examineGossiper()
new GossipDigestAck()
MessagingService.sendOneWay()

66. gms.GossipDigestAck2VerbHandler.doVerb()
Gossiper.notifyFailureDetector()
Gossiper.applyStateLocally()

67. Architecture
API Layer
Dynamo Layer
Database Layer

68. Database Layer
o.a.c.concurrent
o.a.c.db
o.a.c.cache
o.a.c.io
o.a.c.trace

69. o.a.c.concurrent.StageManager
stages = new EnumMap<Stage,
ThreadPoolExecutor>(Stage.class);
getStage(Stage stage)

70. o.a.c.concurrent.Stage
READ
MUTATION
GOSSIP
REQUEST_RESPONSE
ANTI_ENTROPY
(And more...)

71. Database Layer
o.a.c.concurrent
o.a.c.db
o.a.c.cache
o.a.c.io
o.a.c.trace

72. o.a.c.db.Table
// Keyspace
open(String table)
getColumnFamilyStore(String cfName)
getRow(QueryFilter filter)
apply(RowMutation mutation,
boolean writeCommitLog)

73. o.a.c.db.ColumnFamilyStore
// Column Family
getColumnFamily(QueryFilter filter)
getTopLevelColumns(...)
apply(DecoratedKey key,
ColumnFamily columnFamily,
SecondaryIndexManager.Updater
indexer)

74. o.a.c.db.IColumnContainer
addColumn(IColumn column)
remove(ByteBuffer columnName)
ColumnFamily
SuperColumn

75. o.a.c.db.ISortedColumns
addColumn(IColumn column,
Allocator allocator)
removeColumn(ByteBuffer name)
ArrayBackedSortedColumns
AtomicSortedColumns
TreeMapBackedSortedColumns

76. o.a.c.db.Memtable
put(DecoratedKey key,
ColumnFamily columnFamily,
SecondaryIndexManager.Updater
indexer)
flushAndSignal(CountDownLatch latch,
Future<ReplayPosition>
context)

77. Memtable.FlushRunnable.writeSortedContent
s()
// SSTableWriter
createFlushWriter()
// Iterate through rows & CF’s in order
writer.append()

78. o.a.c.db.ReadCommand
getRow(Table table)
SliceByNamesReadCommand
SliceFromReadCommand

79. o.a.c.db.IDiskAtomFilter
getMemtableColumnIterator(...)
getSSTableColumnIterator(...)
IdentityQueryFilter
NamesQueryFilter
SliceQueryFilter

80. Thanks.

81. Aaron Morton
@aaronmorton
www.thelastpickle.com
Licensed under a Creative Commons Attribution-NonCommercial 3.0 New Zealand License