Randomize order of topics/partitions processed by fetcher to improve balancefetcher_randomize_order

1 files changed, 4 insertions, 0 deletions

diff --git a/kafka/consumer/fetcher.py b/kafka/consumer/fetcher.py
index e5a165e..9c06aba 100644
--- a/kafka/consumer/fetcher.py
+++ b/kafka/consumer/fetcher.py
@@ -3,6 +3,7 @@ from __future__ import absolute_import
 import collections
 import copy
 import logging
+import random
 import time
 
 import six
@@ -607,7 +608,10 @@ class Fetcher(six.Iterator):
             for partition, offset, _ in partitions:
                 fetch_offsets[TopicPartition(topic, partition)] = offset
 
+        # randomized ordering should improve balance for short-lived consumers
+        random.shuffle(response.topics)
         for topic, partitions in response.topics:
+            random.shuffle(partitions)
             for partition, error_code, highwater, messages in partitions:
                 tp = TopicPartition(topic, partition)
                 error_type = Errors.for_code(error_code)