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authorDavid Arthur <mumrah@gmail.com>2012-09-24 09:01:29 -0400
committerDavid Arthur <mumrah@gmail.com>2012-09-24 09:09:10 -0400
commit29ae9aef92e03c640a3d14a5591d98fcab8851e3 (patch)
tree651db925dfe5581013f08ebfaba202250590d07b /kafka.py
downloadkafka-python-29ae9aef92e03c640a3d14a5591d98fcab8851e3.tar.gz
Setting up a stand-alone repository for this
Diffstat (limited to 'kafka.py')
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+from collections import namedtuple
+import logging
+import select
+import socket
+import struct
+import zlib
+
+log = logging.getLogger("org.apache.kafka")
+
+def length_prefix_message(msg):
+ """
+ Prefix a message with it's length as an int
+ """
+ return struct.pack('>i', len(msg)) + msg
+
+
+def create_message_from_string(payload):
+ return Message(1, 0, zlib.crc32(payload), payload)
+
+error_codes = {
+ -1: "UnknownError",
+ 0: None,
+ 1: "OffsetOutOfRange",
+ 2: "InvalidMessage",
+ 3: "WrongPartition",
+ 4: "InvalidFetchSize"
+}
+
+class KafkaException(Exception):
+ def __init__(self, errorType):
+ self.errorType = errorType
+ def __str__(self):
+ return str(errorType)
+
+
+Message = namedtuple("Message", ["magic", "attributes", "crc", "payload"])
+FetchRequest = namedtuple("FetchRequest", ["topic", "partition", "offset", "size"])
+ProduceRequest = namedtuple("ProduceRequest", ["topic", "partition", "messages"])
+OffsetRequest = namedtuple("OffsetRequest", ["topic", "partition", "time", "maxOffsets"])
+
+class KafkaClient(object):
+ """
+ Request Structure
+ =================
+
+ <Request> ::= <len> <request-key> <payload>
+ <len> ::= <int32>
+ <request-key> ::= 0 | 1 | 2 | 3 | 4
+ <payload> ::= <ProduceRequest> | <FetchRequest> | <MultiFetchRequest> | <MultiProduceRequest> | <OffsetRequest>
+
+ Response Structure
+ ==================
+
+ <Response> ::= <len> <err> <payload>
+ <len> ::= <int32>
+ <err> ::= -1 | 0 | 1 | 2 | 3 | 4
+ <payload> ::= <ProduceResponse> | <FetchResponse> | <MultiFetchResponse> | <MultiProduceResponse> | <OffsetResponse>
+
+ Messages are big-endian byte order
+ """
+
+ PRODUCE_KEY = 0
+ FETCH_KEY = 1
+ MULTIFETCH_KEY = 2
+ MULTIPRODUCE_KEY = 3
+ OFFSET_KEY = 4
+
+ def __init__(self, host, port):
+ self.host = host
+ self.port = port
+ self._sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+ self._sock.connect((host, port))
+ log.debug("Connected to %s on %d", host, port)
+
+ ######################
+ # Protocol Stuff #
+ ######################
+
+ def _consume_response_iter(self):
+ """
+ This method handles the response header and error messages. It
+ then returns an iterator for the chunks of the response
+ """
+ log.debug("Handling response from Kafka")
+ # Header
+ resp = self._sock.recv(6)
+ if resp == "":
+ raise Exception("Got no response from Kafka")
+ (size, err) = struct.unpack('>iH', resp)
+
+ log.debug("About to read %d bytes from Kafka", size-2)
+ # Handle error
+ error = error_codes.get(err)
+ if error is not None:
+ raise KafkaException(error)
+
+ # Response iterator
+ total = 0
+ while total < (size-2):
+ resp = self._sock.recv(1024)
+ log.debug("Read %d bytes from Kafka", len(resp))
+ if resp == "":
+ raise Exception("Underflow")
+ total += len(resp)
+ yield resp
+
+ def _consume_response(self):
+ """
+ Fully consumer the response iterator
+ """
+ data = ""
+ for chunk in self._consume_response_iter():
+ data += chunk
+ return data
+
+
+ def create_message(self, message):
+ """
+ Create a Message from a Message tuple
+
+ Params
+ ======
+ message: Message
+
+ Wire Format
+ ===========
+ <Message> ::= <Message-0> | <Message-1>
+ <Message-0> ::= <N> 0 <header-0> <payload>
+ <Message-1> ::= <N> 1 <header-1> <payload>
+ <N> ::= <int32>
+ <header-0> ::= <crc>
+ <header-1> ::= <attributes><crc>
+ <crc> ::= <int32>
+ <payload> ::= <bytes>
+ <attributes> ::= <int8>
+
+ The crc is a crc32 checksum of the message payload. The attributes are bitmask
+ used for indicating the compression algorithm.
+ """
+ if message.magic == 0:
+ return struct.pack('>Bi%ds' % len(message.payload),
+ message.magic, message.crc, message.payload)
+ elif message.magic == 1:
+ return struct.pack('>BBi%ds' % len(message.payload),
+ message.magic, message.attributes, message.crc, message.payload)
+ else:
+ raise Exception("Unknown message version: %d" % message.magic)
+
+ def create_message_set(self, messages):
+ message_set = ""
+ for message in messages:
+ encoded_message = self.create_message(message)
+ message_set += length_prefix_message(encoded_message)
+ return message_set
+
+ def create_produce_request(self, produceRequest):
+ """
+ Create a ProduceRequest
+
+ Wire Format
+ ===========
+ <ProduceRequest> ::= <request-key> <topic> <partition> <len> <MessageSet>
+ <request-key> ::= 0
+ <topic> ::= <topic-length><string>
+ <topic-length> ::= <int16>
+ <partition> ::= <int32>
+ <len> ::= <int32>
+
+ The request-key (0) is encoded as a short (int16). len is the length of the proceeding MessageSet
+ """
+ (topic, partition, messages) = produceRequest
+ message_set = self.create_message_set(messages)
+ req = struct.pack('>HH%dsii%ds' % (len(topic), len(message_set)),
+ KafkaClient.PRODUCE_KEY, len(topic), topic, partition, len(message_set), message_set)
+ return req
+
+ def create_multi_produce_request(self, produceRequests):
+ req = struct.pack('>HH', KafkaClient.MULTIPRODUCE_KEY, len(produceRequests))
+ for (topic, partition, messages) in produceRequests:
+ message_set = self.create_message_set(messages)
+ req += struct.pack('>H%dsii%ds' % (len(topic), len(message_set)),
+ len(topic), topic, partition, len(message_set), message_set)
+ return req
+
+ def create_fetch_request(self, fetchRequest):
+ """
+ Create a FetchRequest message
+
+ Wire Format
+ ===========
+ <FetchRequest> ::= <request-key> <topic> <partition> <offset> <size>
+ <request-key> ::= 1
+ <topic> ::= <topic-length><string>
+ <topic-length> ::= <int16>
+ <partition> ::= <int32>
+ <offset> ::= <int64>
+ <size> ::= <int32>
+
+ The request-key (1) is encoded as a short (int16).
+ """
+ (topic, partition, offset, size) = fetchRequest
+ req = struct.pack('>HH%dsiqi' % len(topic),
+ KafkaClient.FETCH_KEY, len(topic), topic, partition, offset, size)
+ return req
+
+ def create_multi_fetch_request(self, fetchRequests):
+ """
+ Create the MultiFetchRequest message from a list of FetchRequest objects
+
+ Params
+ ======
+ fetchRequests: list of FetchRequest
+
+ Returns
+ =======
+ req: bytes, The message to send to Kafka
+
+ Wire Format
+ ===========
+ <MultiFetchRequest> ::= <request-key> <num> [ <FetchRequests> ]
+ <request-key> ::= 2
+ <num> ::= <int16>
+ <FetchRequests> ::= <FetchRequest> [ <FetchRequests> ]
+ <FetchRequest> ::= <topic> <partition> <offset> <size>
+ <topic> ::= <topic-length><string>
+ <topic-length> ::= <int16>
+ <partition> ::= <int32>
+ <offset> ::= <int64>
+ <size> ::= <int32>
+
+ The request-key (2) is encoded as a short (int16).
+ """
+ req = struct.pack('>HH', KafkaClient.MULTIFETCH_KEY, len(fetchRequests))
+ for (topic, partition, offset, size) in fetchRequests:
+ req += struct.pack('>H%dsiqi' % len(topic), len(topic), topic, partition, offset, size)
+ return req
+
+ def create_offset_request(self, offsetRequest):
+ """
+ Create an OffsetRequest message
+
+ Wire Format
+ ===========
+ <OffsetRequest> ::= <request-key> <topic> <partition> <time> <max-offsets>
+ <request-key> ::= 4
+ <topic> ::= <topic-length><string>
+ <topic-length> ::= <int16>
+ <partition> ::= <int32>
+ <time> ::= <epoch>
+ <epoch> ::= <int64>
+ <max-offsets> ::= <int32>
+
+ The request-key (4) is encoded as a short (int16).
+ """
+ (topic, partition, offset, maxOffsets) = offsetRequest
+ req = struct.pack('>HH%dsiqi' % len(topic), KafkaClient.OFFSET_KEY, len(topic), topic, partition, offset, maxOffsets)
+ return req
+
+ def read_message_set(self, data):
+ """
+ Read a MessageSet
+
+ Wire Format
+ ===========
+ <MessageSet> ::= <len> <Message> [ <MessageSet> ]
+ <len> ::= <int32>
+
+ len is the length of the proceeding Message
+ """
+
+ # Read the MessageSet
+ cur = 0
+ msgs = []
+ size = len(data)
+ while cur < size:
+ if (cur + 5) > size:
+ # Underflow for the Header
+ if len(msgs) == 0:
+ raise Exception("Message underflow. Did not request enough bytes to consume a single message")
+ else:
+ log.debug("Not enough data to read header of next message")
+ break
+ # Read a Message header (length, magic byte)
+ (N, magic) = struct.unpack('>iB', data[cur:(cur+5)])
+
+ if (cur + N + 4) > size:
+ # Underflow for this Message
+ log.debug("Not enough data to read next message")
+ break
+ cur += 5
+
+ if magic == 0: # v0 Message
+ # Read crc; check the crc; append the message
+ (crc,) = struct.unpack('>i', data[cur:(cur+4)])
+ cur += 4
+ payload = data[cur:(cur+N-5)]
+ assert zlib.crc32(payload) == crc
+ cur += (N-5)
+ log.debug("Got v0 Message, %d bytes", len(payload))
+ msgs.append(Message(magic, None, crc, payload))
+ elif magic == 1: # v1 Message
+ # Read attributes, crc; check the crc; append the message
+ (att, crc) = struct.unpack('>Bi', data[cur:(cur+5)])
+ cur += 5
+ payload = data[cur:(cur+N-6)]
+ assert zlib.crc32(payload) == crc
+ cur += (N-6)
+ log.debug("Got v1 Message, %d bytes", len(payload))
+ msgs.append(Message(magic, att, crc, payload))
+
+ # Return the retrieved messages and the cursor position
+ return (msgs, cur)
+
+ #########################
+ # Advanced User API #
+ #########################
+
+ def send_message_set(self, produceRequest):
+ """
+ Send a ProduceRequest
+
+ Params
+ ======
+ produceRequest: ProduceRequest
+ """
+ req = length_prefix_message(self.create_produce_request(produceRequest))
+ log.debug("Sending %d bytes to Kafka", len(req))
+ self._sock.send(req)
+
+ def send_multi_message_set(self, produceRequests):
+ """
+ Send a MultiProduceRequest
+
+ Params
+ ======
+ produceRequests: list of ProduceRequest
+ """
+ req = length_prefix_message(self.create_multi_produce_request(produceRequests))
+ log.debug("Sending %d bytes to Kafka", len(req))
+ self._sock.send(req)
+
+ def get_message_set(self, fetchRequest):
+ """
+ Send a FetchRequest and return the Messages
+
+ Params
+ ======
+ fetchRequest: FetchRequest named tuple
+
+ Returns
+ =======
+ A tuple of (list(Message), FetchRequest). This FetchRequest will have the offset
+ starting at the next message.
+ """
+
+ req = length_prefix_message(self.create_fetch_request(fetchRequest))
+ log.debug("Sending %d bytes to Kafka", len(req))
+ self._sock.send(req)
+ data = self._consume_response()
+ (messages, read) = self.read_message_set(data)
+
+ # Return the retrieved messages and the next FetchRequest
+ return (messages, FetchRequest(fetchRequest.topic, fetchRequest.partition, (fetchRequest.offset + read), fetchRequest.size))
+
+ def get_multi_message_set(self, fetchRequests):
+ """
+ Send several FetchRequests in a single pipelined request.
+
+ Params
+ ======
+ fetchRequests: list of FetchRequest
+
+ Returns
+ =======
+ list of tuples of (list(Message), FetchRequest). This FetchRequest will have the offset
+ starting at the next message.
+
+ Wire Format
+ ===========
+ <MultiFetchResponse> ::= <MultiMessageSet>
+ <MultiMessageSet> ::= <MultiMessage> [ <MultiMessageSet> ]
+ <MultiMessage> ::= <len> 0 <MessageSet>
+ <len> ::= <int32>
+ """
+ req = length_prefix_message(self.create_multi_fetch_request(fetchRequests))
+ log.debug("Sending %d bytes to Kafka", len(req))
+ self._sock.send(req)
+ data = self._consume_response()
+ cur = 0
+ responses = []
+ for request in fetchRequests:
+ (size, _) = struct.unpack('>iH', data[cur:(cur+6)])
+ cur += 6
+ (messages, read) = self.read_message_set(data[cur:(cur+size-2)])
+ cur += size-2
+ responses.append((messages, FetchRequest(request.topic, request.partition, request.offset+read, request.size)))
+ return responses
+
+ def get_offsets(self, offsetRequest):
+ """
+ Get the offsets for a topic
+
+ Params
+ ======
+ offsetRequest: OffsetRequest
+
+ Returns
+ =======
+ offsets: tuple of offsets
+
+ Wire Format
+ ===========
+ <OffsetResponse> ::= <num> [ <offsets> ]
+ <num> ::= <int32>
+ <offsets> ::= <offset> [ <offsets> ]
+ <offset> ::= <int64>
+
+ """
+ req = length_prefix_message(create_offset_request(offsetRequest))
+ log.debug("Sending %d bytes to Kafka", len(req))
+ self._sock.send(req)
+
+ data = self._consume_response()
+ (num,) = struct.unpack('>i', data[0:4])
+ offsets = struct.unpack('>%dq' % num, data[4:])
+ return offsets
+
+ #######################
+ # Simple User API #
+ #######################
+
+ def send_messages_simple(self, topic, partition, *payloads):
+ """
+ Send one or more strings to Kafka
+
+ Params
+ ======
+ topic: string
+ partition: int
+ payloads: strings
+ """
+ messages = tuple([create_message_from_string(payload) for payload in payloads])
+ self.send_message_set(ProduceRequest(topic, partition, messages))
+
+ def iter_messages(self, topic, partition, offset, size, auto=True):
+ """
+ Helper method that iterates through all messages starting at the offset
+ in the given FetchRequest
+
+ Params
+ ======
+ topic: string
+ partition: int
+ offset: int, offset to start consuming from
+ size: number of bytes to initially fetch
+ auto: boolean, indicates whether or not to automatically make the next
+ FetchRequest for more messages
+
+ Returns
+ =======
+ A generator of Messages
+ """
+ fetchRequest = FetchRequest(topic, partition, offset, size)
+ while True:
+ lastOffset = fetchRequest.offset
+ (messages, fetchRequest) = self.get_message_set(fetchRequest)
+ if fetchRequest.offset == lastOffset:
+ break
+ for message in messages:
+ yield message
+ if auto == False:
+ break
+
+ def close(self):
+ self._sock.close()