Robust, scalable pubsub over Redis streams.
npm install @centrapay/streamsubrequire('@centrapay/streamsub');
//...See Changelog
This walkthrough demonstrates the Redis streams commands which are relevant to implementing pubsub and explains how they are incorporated into StreamSub. Compared with the official Redis Streams Intro, this guide points out some not-so-clear details related to using Redis streams for pubsub.
The following Redis streams concepts are the building blocks for a pubsub solution using Redis:
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Stream - A list-like, append-only, data structure that offers random access and allows us to block while waiting for new entries. In a pubsub scenario the stream acts as a logical topic - we publish to the stream but do not read directly from the stream.
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Consumer Group - A logical subscription to a stream which routes messages to one of many participating consumers and keeps track of the acknowledgement status for each message in a "Pending Entries List". Typically a consumer group would be defined for each distinct usage of a "topic" stream and would be shared by all instances of a clustered application.
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Consumer - An uniquely identifiable consumer of messages. The typical scope for a consumer is a single instance of a clustered application.
The commands that follow should be run in order after starting Redis on the standard port.
Unlike streams, Redis stream consumer groups must be created explicitly.
scripts/redis-xgroup-create.js stream-1 group-1
Consumer groups are scoped to a stream. Different consumer groups can share the same name if they are created on different streams.
When initialized, the StreamSub client will automatically create Redis stream consumer groups for all registered subscribers.
Redis docs: XGROUP
A sequential message id is automatically assigned by Redis when a message is added to a stream. Streams are created automatically when the first message is added.
scripts/redis-xadd.js stream-1 msg1
scripts/redis-xadd.js stream-1 msg2
scripts/redis-xadd.js stream-1 msg3
Publishers can set a stream's optional max length. StreamSub publishers set a default max length of "~100".
Redis docs: XADD
Read all messages with id > 0:
scripts/redis-xread.js stream-1 0
StreamSub clients do not utilize this operation but it can be useful as a debugging tool.
Redis docs: XREAD
Read two new messages via consumer group:
scripts/redis-xreadgroup.js group-1 consumer-1 2 stream-1 '>'
Re-read previously delivered, unacknowledged, messages with id greater than "0". Consumers should do this when starting up in order to recover from a crash:
scripts/redis-xreadgroup.js group-1 consumer-1 stream-1 0
Consumer group consumers are created automatically on first read. The special id ">" matches messages not yet delivered to any consumer. Because the group was declared with "$" as the start id, only messages added to the stream since the group was created can be consumed via the group.
StreamSub clients, once started and until stopped, continuously attempt to read messages for all registered subscribers.
A Note on connection use: Reading from a consumer group blocks the Redis connection for potentially a long time until it returns a result or times out. To avoid multiple read queries blocking each other, a distinct Redis client instance can be used for each concurrent read query. To mitigate having an explosion in the number of Redis connections open when reading from consumer groups, multiple consumer groups can be read with a single read query when they have the same group name. Thus, to maximize connection reuse, applications should aim to use the broadest applicable group names where it makes sense. As a guideline, consumer groups should typically be named using an application or system component name instead of an event name which would typically be the case for streams.
scripts/redis-xreadgroup.js group-1 consumer-1 10 stream-1 stream-2 '>' '>'
StreamSub clients must be instantiated with a consumer id which will effectively grant them exclusive visibility over delivered messages. A suitable consumer id will depend on the nature of the application deployment. A typical approach may be to combine the app name with the hostname.
Redis docs: XREADGROUP
A message can no longer be read via the group for which it was acknowledged.
scripts/redis-xack.js stream-1 group-1 ${msg_id}
StreamSub clients automatically acknowledge processed messages.
Redis docs: XACK
The XPENDING command returns information about pending messages for a consumer group (messages that have been read by a consumer but not acknowledged). The summary form of XPENDING does not provide any idle time information so it is not useful for detecting overdue messages but may be useful for debugging.
scripts/redis-xpending-summary.js stream-1 group-1
The detail form of XPENDING includes message ids and idle time in milliseconds and returns messages in order of idle time descending. The additional "start id", "end id" and "count" parameters are required. The special ids "-" and "+" can be used to indicate lowest and highest ids available.
scripts/redis-xpending.js stream-1 group-1 - + 10
The XAUTOCLAIM command can be used to easily find and claim overdue pending messages with a single operation. XAUTOCLAIM requires Redis 6.2 which is unreleased as of writing (Jan 2021).
StreamSub clients will periodically use XPENDING to check for pending messages for each registered subscriber and attempt to claim those that are considered overdue.
Redis docs: XPENDING, XAUTOCLAIM
Messages can be reassigned to a different consumer (claimed) by calling XCLAIM. When multiple consumers compete to claim messages only one consumer will succeed.
scripts/redis-xclaim.js stream-1 group-1 consumer-1 120000 ${msg_id}
StreamSub clients will automatically attempt to claim pending messages which appear to be overdue.
Redis docs: XCLAIM
scripts/redis-xinfo-consumers.js stream-1 group-1
All consumers are listed with pending message count and idle time.
If consumer ids are non-deterministic (eg based on Kubernetes pod name) then Consumers which are idle for a long time are probably defunct and should be considered for deletion. Consumer idle time is not reset when reading using ">" as the message id and no messages were returned. StreamSub clients will periodically read messages using an id other than ">" to ensure idle time is updated.
Redis docs: XINFO
scripts/redis-xgroup-delconsumer.js stream-1 group-1 consumer-2
Pending messages associated with a consumer group are effectively acknowledged when the consumer group is deleted.
StreamSub clients can be instructed to find and delete all consumers which have been idle for too long.
Redis docs: XGROUP
Copyright © 2021 Centrapay.
This software is licensed under Apache-2.0 License. Please see LICENSE for details.