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kafka-client-benchmarks
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# Performance Comparison for Different Kafka Python Clients ## Caveats Tests run on a Macbook Pro (2017): - 3.1 GHz Intel Core i5 Test setup: - Single Kafka broker ## Producer Results 1. Confluent Kafka Python Library ```bash Confluent Kafka Python producer Results: Number of Runs: 5, Number of messages: 100000, Message Size: 100 bytes. Average Time for 100000 messages: 4.487483406066895 seconds. Messages / sec: 22284.204965483343 MB / sec : 2.1251873937114087 ``` 2. Kafka Python ```bash Kafka-Python producer Results: Number of Runs: 5, Number of messages: 100000, Message Size: 100 bytes. Average Time for 100000 messages: 8.761995649337768 seconds. Messages / sec: 11412.92509173501 MB / sec : 1.0884213535056122 ``` 3. AIOKafka ```bash AIOKafka Producer Results: Number of Runs: 5, Number of messages: 100000, Message Size: 100 bytes. Average Time for 100000 messages: 2.2214564800262453 seconds. Messages / sec: 45015.51162452598 MB / sec : 4.2930137276197415 ``` ## Consumer Results 1. Confluent Kafka ```bash Confluent Kafka Python consumer Results: Number of Runs: 5, Number of messages: 100000, Message Size: 100 bytes. Average Time for 100000 messages: 1.6225053787231445 seconds. Messages / sec: 61633.07765345994 MB / sec : 5.8777883199176735 ``` 2. Kafka-Python ```bash Kafka-Python consumer Results: Number of Runs: 5, Number of messages: 100000, Message Size: 100 bytes. Average Time for 100000 messages: 9.437553405761719 seconds. Messages / sec: 10595.966528671406 MB / sec : 1.010510113589421 ``` 3. AIOKafka ```bash AIOKafka Consumer Results: Number of Runs: 5, Number of messages: 100000, Message Size: 100 bytes. Average Time for 100000 messages: 1.6015226364135742 seconds. Messages / sec: 62440.57856337173 MB / sec : 5.954797607743428 ```
