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Realm React Native vs ZeroMQ: What are the differences?
# Introduction
1. **Data Handling Approach**: Realm React Native provides a local database solution that can synchronize data with a remote server, while ZeroMQ is a lightweight messaging library for distributed or concurrent systems.
2. **Platform Support**: Realm React Native is specifically designed for use in React Native applications, whereas ZeroMQ can be utilized across various programming languages and platforms.
3. **Data Model**: Realm React Native uses an object-oriented data model with support for relationships and queries, while ZeroMQ focuses on reliable and high-performance message passing between nodes.
4. **Use Cases**: Realm React Native is suitable for applications requiring real-time data synchronization and offline support, whereas ZeroMQ is more commonly used in building scalable and efficient network communication systems.
5. **Learning Curve**: Realm React Native is relatively easier to integrate and use due to its straightforward API and documentation, compared to ZeroMQ which may require a deeper understanding of messaging patterns and sockets.
6. **Community and Support**: Realm React Native has a larger community and official support resources available, making it easier to find solutions and get help compared to ZeroMQ which has a more niche user base and may have limited resources.
In Summary, Realm React Native and ZeroMQ differ in their data handling approach, platform support, data model, use cases, learning curve, and community support.
Hi, we are in a ZMQ set up in a push/pull pattern, and we currently start to have more traffic and cases that the service is unavailable or stuck. We want to: * Not loose messages in services outages * Safely restart service without losing messages (ZeroMQ seems to need to close the socket in the receiver before restart manually)
Do you have experience with this setup with ZeroMQ? Would you suggest RabbitMQ or Amazon SQS (we are in AWS setup) instead? Something else?
Thank you for your time
ZeroMQ is fast but you need to build build reliability yourself. There are a number of patterns described in the zeromq guide. I have used RabbitMQ before which gives lot of functionality out of the box, you can probably use the worker queues
example from the tutorial, it can also persists messages in the queue.
I haven't used Amazon SQS before. Another tool you could use is Kafka.
Both would do the trick, but there are some nuances. We work with both.
From the sound of it, your main focus is "not losing messages". In that case, I would go with RabbitMQ with a high availability policy (ha-mode=all) and a main/retry/error queue pattern.
Push messages to an exchange, which sends them to the main queue. If an error occurs, push the errored out message to the retry exchange, which forwards it to the retry queue. Give the retry queue a x-message-ttl and set the main exchange as a dead-letter-exchange. If your message has been retried several times, push it to the error exchange, where the message can remain until someone has time to look at it.
This is a very useful and resilient pattern that allows you to never lose messages. With the high availability policy, you make sure that if one of your rabbitmq nodes dies, another can take over and messages are already mirrored to it.
This is not really possible with SQS, because SQS is a lot more focused on throughput and scaling. Combined with SNS it can do interesting things like deduplication of messages and such. That said, one thing core to its design is that messages have a maximum retention time. The idea is that a message that has stayed in an SQS queue for a while serves no more purpose after a while, so it gets removed - so as to not block up any listener resources for a long time. You can also set up a DLQ here, but these similarly do not hold onto messages forever. Since you seem to depend on messages surviving at all cost, I would suggest that the scaling/throughput benefit of SQS does not outweigh the difference in approach to messages there.
Pros of Realm React Native
- Reactive Database1
Pros of ZeroMQ
- Fast23
- Lightweight20
- Transport agnostic11
- No broker required7
- Low level APIs are in C4
- Low latency4
- Open source1
- Publish-Subscribe1
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Cons of Realm React Native
Cons of ZeroMQ
- No message durability5
- Not a very reliable system - message delivery wise3
- M x N problem with M producers and N consumers1