Apache ActiveMQ Artemis transparently supports huge queues containing millions of messages while the server is running with limited memory.
In such a situation it’s not possible to store all of the queues in memory at any one time, so Apache ActiveMQ Artemis transparently pages messages into and out of memory as they are needed, thus allowing massive queues with a low memory footprint.
Apache ActiveMQ Artemis will start paging messages to disk, when the size of all messages in memory for an address exceeds a configured maximum size.
The default configuration from Artemis has destinations with paging.
1. Page Files
Messages are stored per address on the file system.
Each address has an individual folder where messages are stored in multiple files (page files).
Each file will contain messages up to a max configured size (page-size-bytes).
The system will navigate the files as needed, and it will remove the page file as soon as all the messages are acknowledged up to that point.
Browsers will read through the page-cursor system.
Consumers with selectors will also navigate through the page-files and it will ignore messages that don’t match the criteria.
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When you have a queue, and consumers filtering the queue with a very restrictive selector you may get into a situation where you won’t be able to read more data from paging until you consume messages from the queue. Example: in one consumer you make a selector as 'color="red"' but you only have one color red 1 millions messages after blue, you won’t be able to consume red until you consume blue ones. This is different to browsing as we will "browse" the entire queue looking for messages and while we "depage" messages while feeding the queue. |
1.1. Configuration
You can configure the location of the paging folder in broker.xml.
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paging-directoryWhere page files are stored. Apache ActiveMQ Artemis will create one folder for each address being paged under this configured location. Default isdata/paging.
2. Paging Mode
As soon as messages delivered to an address exceed the configured size, that address alone goes into page mode. If max-size-bytes == 0 or max-size-messages == 0, an address will always use paging to route messages.
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Paging is done individually per address. If you configure a max-size-bytes or max-messages for an address, that means each matching address will have a maximum size that you specified. It DOES NOT mean that the total overall size of all matching addresses is limited to max-size-bytes. Use global-max-size or global-max-messages for that! |
2.1. Configuration
Configuration is done at the address settings in broker.xml.
<address-settings>
<address-setting match="jms.someaddress">
<max-size-bytes>104857600</max-size-bytes>
<max-size-messages>1000</max-size-messages>
<page-size-bytes>10485760</page-size-bytes>
<address-full-policy>PAGE</address-full-policy>
<page-limit-bytes>10G</page-limit-bytes>
<page-limit-messages>1000000</page-limit-messages>
<page-full-policy>FAIL</page-full-policy>
</address-setting>
</address-settings>
The management-address settings cannot be changed or overridden ie management messages aren’t allowed to page/block/fail and are considered an internal broker management mechanism.
The memory occupation of the management-address is not considered while evaluating if global-max-size is hit and can’t cause other non-management addresses to trigger a configured address-full-policy.
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This is the list of available parameters on the address settings.
| Property Name | Description | Default |
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What’s the max memory the address could have before entering on page mode. |
-1 (disabled) |
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The max number of messages the address could have before entering on page mode. |
-1 (disabled) |
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The size of each page file used on the paging system |
10MB |
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This must be set to |
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Maximum number of paged messages that the broker can read into memory per-queue. The default value is -1, which means that no limit applies. |
-1 (disabled) |
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Maximum memory, in bytes, that can be used to read paged messages into memory per-queue. When applying this limit, the broker takes into account both messages that are currently delivering and messages that are ready to be delivered to consumers. The default value is 2 * page-size (usually being 20 MB). If consumers are slow to acknowledge messages, you can increase the default value to ensure that the memory is not consumed by messages pending acknowledgment, which can starve the broker of messages. |
2 * page-size-bytes |
prefetch-page-messages |
Number of paged messages that the broker can read from disk into memory per-queue. The default value is taken from max-read-page-messages, usually at -1, which means that no limit applies. |
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prefetch-page-bytes |
Number of paged messages that the broker can read from disk into memory per-queue. The default value is taken from max-read-page-messages, usually at -1, which means that no limit applies. |
if not defined, |
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After entering page mode, how much data would the system allow incoming. Notice this will be internally converted as number of pages. |
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After entering page mode, how many messages would the system allow incoming on paging. |
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Valid results are DROP or FAIL.
This tells what to do if the system is reaching |
| When using the JDBC storage, the effective page-size-bytes used is limited to jdbc-max-page-size-bytes, configured in the JDBC storage section. |
2.2. max-size-bytes and max-size-messages simultaneous usage
It is possible to define max-size-messages (as the maximum number of messages) and max-messages-size (as the max number of estimated memory used by the address) concurrently. The configured policy will start based on the first value to reach its mark.
2.2.1. Maximum read from page
max-read-page-messages, max-read-page-bytes, prefetch-page-messages and prefetch-page-bytes are used to control reading from paged file into the Queue.
The broker will add messages as long as all these limits are satisfied.
If all these values are set to -1 the broker will keep reading messages as long as the consumer is reaching for more messages. However this would keep the broker unprotected from consumers allocating huge transactions or consumers that don’t have flow control enabled.
3. Global Max Size
Beyond the max-size-bytes on the address you can also set the global-max-size on the main configuration.
If you set max-size-bytes = -1 on paging the global-max-size can still be used.
4. Global Max Messages
You can also specify global-max-messages on the main configuration, specifying how many messages the system would accept before entering into the configured full policy mode configured.
When you have more messages than what is configured global-max-size any new produced message will make that destination to go through its paging policy.
global-max-size is calculated as half of the max memory available to the Java Virtual Machine, unless specified on the broker.xml configuration.
By default global-max-messages = -1 meaning it’s disabled.
5. Dropping messages
Instead of paging messages when the max size is reached, an address can also be configured to just drop messages when the address is full.
To do this just set the address-full-policy to DROP in the address settings
6. Dropping messages and throwing an exception to producers
Instead of paging messages when the max size is reached, an address can also be configured to drop messages and also throw an exception on the client-side when the address is full.
To do this just set the address-full-policy to FAIL in the address settings
7. Blocking producers
Instead of paging messages when the max size is reached, an address can also be configured to block producers from sending further messages when the address is full, thus preventing the memory being exhausted on the server.
When memory is freed up on the server, producers will automatically unblock and be able to continue sending.
To do this just set the address-full-policy to BLOCK in the address settings
In the default configuration, all addresses are configured to block producers after 10 MiB of data are in the address.
8. Caution with Addresses with Multiple Multicast Queues
When a message is routed to an address that has multiple multicast queues bound to it, e.g. a JMS subscription in a Topic, there is only 1 copy of the message in memory. Each queue only deals with a reference to this. Because of this the memory is only freed up once all queues referencing the message have delivered it.
If you have a single lazy subscription, the entire address will suffer IO performance hit as all the queues will have messages being sent through an extra storage on the paging system.
For example:
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An address has 10 multicast queues
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One of the queues does not deliver its messages (maybe because of a slow consumer).
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Messages continually arrive at the address and paging is started.
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The other 9 queues are empty even though messages have been sent.
In this example all the other 9 queues will be consuming messages from the page system. This may cause performance issues if this is an undesirable state.
9. Monitoring Disk
The broker can be configured to perform scans on the disk to determine if disk is beyond a configured limit. Since the disk is a critical piece of infrastructure for data integrity the broker will automatically shut itself down if it runs out of disk space. Configuring a limit allows the broker to enforce flow control on clients sending messages to the broker so that the disk never fills up completely.
| If the protocol used to send the messages doesn’t support flow control (e.g. STOMP) then an exception will be thrown and the connection for the client will be dropped so that it can no longer send messages and consume disk space. |
9.1. Max Disk Usage
A limit on the maximum disk space used can be configured through max-disk-usage
This is the percentage of disk used.
For example, if the disk’s capacity was 500GiB and max-disk-usage was 50 then the broker would start blocking producers once 250GiB of disk space was used.
9.2. Minimum Disk Free
A limit on the minimum disk space free can be configured through min-disk-free
This is specific amount and not a percentage like with max-disk-usage.
For example, if the disk’s capacity was 500GiB and min-disk-free was 100GiB then the broker would start blocking producers once 400GiB of disk space was used.
If both max-disk-usage and min-disk-free are configured then min-disk-free will take priority.
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10. Page Sync Timeout
The pages are synced periodically and the sync period is configured through page-sync-timeout in nanoseconds.
When using NIO journal, by default has the same value of journal-buffer-timeout.
When using ASYNCIO, the default should be 3333333.
11. Memory usage from Paged Messages.
The system should keep at least one paged file in memory caching ahead reading messages. Also every active subscription could keep one paged file in memory. So, if your system has too many queues it is recommended to minimize the page-size.
12. Page Limits and Page Full Policy
Since version 2.28.0 is possible to configure limits on how much data is paged.
This is to avoid a single destination using the entire disk in case their consumers are gone.
You can configure either page-limit-bytes or page-limit-messages, along with page-full-policy on the address settings limiting how much data will be recorded in paging.
If you configure page-full-policy as DROP, messages will be simplify dropped while the clients will not get any exceptions, while if you configured FAIL the producers will receive a JMS Exception for the error condition.
13. Example
See the Paging Example which shows how to use paging with Apache ActiveMQ Artemis.