Describe consumer thread-safety

README.rst

@@ -110,6 +110,15 @@ for more details.
 >>> for i in range(1000):
 ...     producer.send('foobar', b'msg %d' % i)
 
+Thread safety
+*************
+
+The KafkaProducer can be used across threads without issue, unlike the
+KafkaConsumer which cannot.
+
+While it is possible to use the KafkaConsumer in a thread-local manner,
+multiprocessing is recommended.
+
 Compression
 ***********
 

docs/index.rst

@@ -109,6 +109,16 @@ client. See `KafkaProducer <apidoc/KafkaProducer.html>`_ for more details.
 ...     producer.send('foobar', b'msg %d' % i)
 
 
+Thread safety
+*************
+
+The KafkaProducer can be used across threads without issue, unlike the
+KafkaConsumer which cannot.
+
+While it is possible to use the KafkaConsumer in a thread-local manner,
+multiprocessing is recommended.
+
+
 Compression
 ***********
 

example.py

@@ -1,5 +1,6 @@
 #!/usr/bin/env python
 import threading, logging, time
+import multiprocessing
 
 from kafka import KafkaConsumer, KafkaProducer
 
@@ -16,7 +17,7 @@ class Producer(threading.Thread):
             time.sleep(1)
 
 
-class Consumer(threading.Thread):
+class Consumer(multiprocessing.Process):
     daemon = True
 
     def run(self):
@@ -29,12 +30,12 @@ class Consumer(threading.Thread):
 
 
 def main():
-    threads = [
+    tasks = [
         Producer(),
         Consumer()
     ]
 
-    for t in threads:
+    for t in tasks:
         t.start()
 
     time.sleep(10)

kafka/consumer/group.py

@@ -33,6 +33,8 @@ class KafkaConsumer(six.Iterator):
     to allow multiple consumers to load balance consumption of topics (requires
     kafka >= 0.9.0.0).
 
+    The consumer is not thread safe and should not be shared across threads.
+
     Arguments:
         *topics (str): optional list of topics to subscribe to. If not set,
             call :meth:`~kafka.KafkaConsumer.subscribe` or