Dory is a producer daemon for Apache Kafka. Dory simplifies clients that send messages to Kafka, freeing them from the complexity of direct interaction with the Kafka cluster. Specifically, it handles the details of:
- Routing messages to the proper Kafka brokers, and spreading the load evenly across multiple partitions for a given topic. Clients may optionally exercise control over partition assignment, such as ensuring that a group of related messages are all routed to the same partition, or even directly choosing a partition if the client knows the cluster topology.
- Waiting for acknowledgements, and resending messages as necessary due to communication failures or Kafka-reported errors
- Buffering messages to handle transient load spikes and Kafka-related problems
- Tracking message discards when serious problems occur. Dory provides web-based discard reporting and status monitoring interfaces.
- Batching and compressing messages in a configurable manner for improved performance. Snappy and gzip compression are currently supported.
- Optional rate limiting of messages on a per-topic basis. This guards against buggy clients overwhelming the Kafka cluster with too many messages.
Dory runs on each individual host that sends messages to Kafka, receiving messages from clients through local interprocess communication and forwarding them to the Kafka cluster. Once a client has written a message, no further interaction with Dory is required. From that point onward, Dory takes full responsibility for reliable message delivery. Due to the inherent reliability of local interprocess communication, there is no need to wait for an acknowledgement after sending a message to Dory. Just send it and forget it.
The preferred method for sending messages to Dory is by UNIX domain datagram socket. Dory can also receive messages by UNIX domain stream socket or local TCP. The option of using stream sockets allows sending messages too large to fit in a single datagram. Local TCP facilitates sending messages from clients written in programming languages that do not provide easy access to UNIX domain sockets. To simplify things, example client code for sending messages to Dory is provided in a variety of popular programming languages. Developers can incorporate this into their own client implementations, saving them the effort of writing their own code to serialize message data to an in-memory buffer and write it to a socket. Using Dory to send a message to Kafka can then be reduced to making a simple API call. The following client support for sending messages to Dory is currently available:
- C and C++
- Java
- Other JVM-based languages (Scala, Clojure, Groovy, etc.) via Dory's Java support
- Go (Golang)
- Python
- Ruby
- PHP
- Node.js
- Perl
- Shell scripting
Code contributions for clients in other programming languages are much appreciated. For those who are interested, low-level technical documentation on how to send messages to Dory is provided here. Support for running Dory inside a Docker container is also available. Dory works with Kafka versions from 0.8 through the latest. It runs on Linux, and is supported on CentOS/RHEL, Ubuntu, and Debian.
Here are some reasons to consider using Dory:
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Dory decouples message sources from the Kafka cluster. A client is not forced to wait for an ACK after sending a message, since Dory handles the details of waiting for ACKs from Kafka and resending messages when necessary. Likewise, a client is not burdened with holding onto messages until it has a reasonable-sized batch to send to Kafka. If a client crashes immediately after sending a message to Dory, the message is safe with Dory. However, if the client assumes responsibility for interacting with Kafka, a crash will cause the loss of all batched messages, and possibly sent messages for which an ACK is pending.
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Dory provides uniformity of mechanism for status monitoring and data quality reporting through its web interface. Likewise, it provides a unified configuration mechanism for settings related to batching, compression, and other aspects of interaction with Kafka. This simplifies system administration.
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Dory may enable more efficient interaction with the Kafka cluster. Dory's C++ implementation is likely to be less resource-intensive than producers written in interpreted scripting languages. Since Dory is capable of serving as a single access point for a variety of clients that send messages to Kafka, it permits more efficient batching by combining messages from multiple client programs into a single batch. Batching behavior is coordinated across all message senders, rather than having each client act independently without awareness of messages from other clients. If Dory assumes responsibility for all message transmission from a client host to a Kafka cluster with N brokers, only a single TCP connection to each broker is required, rather than having each client program maintain its own set of N connections. The inefficiency of short-lived clients frequently opening and closing connections to the brokers is avoided.
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Dory simplifies adding producer support for new programming languages and runtime environments. Sending a message to Kafka requires only writing a message in a simple binary format to a UNIX domain or local TCP socket.
Dory is the successor to Bruce, and is maintained by Dave Peterson, who created Bruce while employed at if(we). Code contributions and ideas for new features and other improvements are welcomed and much appreciated. Information for developers interested in contributing is provided here and here.
To get Dory working, you need to set up a build environment. Instructions are available for CentOS/RHEL 8, CentOS/RHEL 7, Ubuntu 20.04 LTS, Ubuntu 18.04 LTS, Ubuntu 16.04 LTS, Debian 10 (Buster), and Debian 9 (Stretch).
Once your build environment is set up, the next step is to build and install Dory.
Simple instructions for running Dory with a basic configuration can be found here.
Information on how to send messages to Dory can be found here.
Information on status monitoring can be found here.
Before going into more details on Dory's configuration options, it is helpful to have an understanding of Dory's design, which is described here.
Full details of Dory's configuration options are provided here.
Information that may help with troubleshooting is provided here.
If you are interested in making custom modifications or contributing to Dory, information is provided here.
If you have questions about Dory, contact Dave Peterson ([email protected]).
README.md: Copyright 2019 Dave Peterson ([email protected]) Copyright 2014 if(we), Inc.
README.md is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
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