Feature #20443
closedAllow Major GC's to be disabled
Description
Background¶
Ruby's GC running during Rails requests can have negative impacts on currently
running requests, causing applications to have high tail-latency.
A technique to mitigate this high tail-latency is Out-of-band GC (OOBGC). This
is basically where the application is run with GC disabled, and then GC is
explicitly started after each request, or when no requests are in progress.
This can reduce the tail latency, but also introduces problems of its own. Long
GC pauses after each request reduce throughput. This is more pronounced on
threading servers like Puma because all the threads have to finish processing
user requests and be "paused" before OOBGC can be triggered.
This throughput decrease happens for a couple of reasons:
- There are few heuristics available for users to determine when GC should run,
this means that in OOBGC scenarios, it's possible that major GC's are being run
more than necessary. 2. The lack of any GC during a request means that lots of
garbage objects have been created and not cleaned up, so the process is using
more memory than it should - requiring major GC's run as part of OOBGC to do
more work and therefore take more time.
This ticket attempts to address these issues by:
- Provide
GC.disable_major
and its antonymGC.enable_major
to disable and
enable only major GC 2. ProvideGC.needs_major?
as a basic heuristic allowing
users to tell when Ruby should run a Major GC.
These ideas were originally proposed by @ko1 (Koichi Sasada) and @byroot (Jean Boussier) in this rails
issue
Disabling GC major's would still allow minor GC's to run during the request,
avoiding the ballooning memory usage caused by not running GC at all, and
reducing the time that a major takes when we do run it, because the nursery
objects have been cleaned up during the request already so there is less work
for a major GC to do.
This can be used in combination with GC.needs_major?
to selectively run an
OOBGC only when necessary
Implementation¶
This PR adds 3 new methods to the GC
module
-
GC.disable_major
This prevents major GC's from running automatically. It
does not restrict minors. Whenobjspace->rgengc.need_major_gc
is set and a
GC is run, instead of running a major, new heap pages will be allocated and a
minor run instead.objspace->rgengc.need_major_gc
will remain set until a
major is manually run. If a major is not manually run then the process will
eventually run out of memory.When major GC's are disabled, object promotion is disabled. That is, no
objects will increment their ages during a minor GC. This is to attempt to
minimise heap growth during the period between major GC's, by restricting the
number of old-gen objects that will remain unconsidered by the GC until the
next major.When
GC.start
is run, then major GC's will be enabled, a GC triggered with
the options passed toGC.start
, and thendisable_major
will be set to the
state it was in beforeGC.start
was called. -
GC.enable_major
This simply unsets the bit preventing major GC's. This will
revert the GC to normal generational behaviour. Everything behaves as default
again. -
GC.needs_major?
This exposes the value ofobjspace->rgengc.need_major_gc
to the user level API. This is already exposed in
GC.latest_gc_info[:need_major_by]
but I felt that a simpler interface would
make this easier to use and result in more readable code. eg.
out_of_band do
GC.start if GC.needs_major?
end
Because object aging is disabled when majors are disabled it is recommended to
use this in conjunction with Process.warmup
, which will prepare the heap by
running a major GC, compacting the heap, and promoting every remaining object to
old-gen. This ensures that minor GC's are running over the smallets possible set
of young objects when GC.disable_major
is true.
Benchmarks¶
We ran some tests in production on Shopify's core monolith over a weekend and
found that:
Mean time spent in GC, as well as p99.9 and p99.99 GC times are all
improved.
p99 GC time is slightly higher.
We're running far fewer OOBGC major GC's now that we have GC.needs_major?
than
we were before, and we believe that this is contributing to a slightly increased
number of minor GC's. raising the p99 slightly.
App response times are all improved
We see a ~2% reduction in average response times when compared againststandard GC
(~7% p99, ~3% p99.9 and ~4% p99.99).
This drops slightly to an a ~1% reduction in average response times when compared
against our normal OOBGC approach (~6% p99, ~2% p99.9 and ~3% p99.99).
EDIT: to correct a formula error in the original Average charts, numbers updated.
Files
Updated by byroot (Jean Boussier) 8 months ago
To add a little bit more context on @eightbitraptor's description. In some graph you see 3 groups:
-
oobgc-off
: which is workers without any Out of Band GC. -
oobgc-on
: which is workers with our previous OOB GC implementation (once every 128 to 512 requests, 20% more every time) -
oobgc-disable-major
: which is the new OOB GC implementation that only run GC whenGC.need_major?
returns true.
The new implementation not only improve latency in most case, it also reduce the capacity impact of having workers running major GC when it wasn't needed.
Here is the graph of GC.stat[:major_gc_count]
over these 3 groups, and as you can see oobgc-disable-major
runs major GC only about as often as no-OOBGC, whereas the previous implementation is triggering more often than actually needed, wasting server capacity.
Updated by nateberkopec (Nate Berkopec) 8 months ago
Regarding the interface:
GC.disable(major: true)
GC.disable(type: :major)
Should we consider these additional keyword arguments rather than adding a new method?
Updated by eightbitraptor (Matt V-H) 8 months ago
nateberkopec (Nate Berkopec) wrote in #note-4:
Regarding the interface:
GC.disable(major: true) GC.disable(type: :major)
Should we consider these additional keyword arguments rather than adding a new method?
I slightly prefer having a new method pair for this, however I don't object to changing it.
I do have a slight concern that GC.disable(major: true)
could be read either as disabling major GC's or keeping majors enabled and disabling minors
So if we decide to use the keyword approach I prefer GC.disable(type: major)
Updated by byroot (Jean Boussier) 8 months ago
I slightly prefer having a new method pair for this
Same. it makes it easy to test for existence with respond_to?
and alternative implementations can make them undefined methods like for Process.fork
etc.
Updated by shan (Shannon Skipper) 8 months ago · Edited
I wonder if "full_sweep" would be worth considering as an alternative to "major" to align with the existing GC.start(full_sweep: true)
keyword argument? Or they could be aliased, but it seems nice to be consistent if I'm understanding it correctly that "major" and "full sweep" have equivalent meaning.
GC.start(full_sweep: true) # existing default
GC.enable_full_sweep
GC.disable_full_sweep
For checking if a full sweep or major is needed, would the addressing the Object convention mean GC.need_full_sweep?
singular, Dir.exist?
style? I wonder if "need" is the right word?
(edited to remove confusion)
Updated by ko1 (Koichi Sasada) 8 months ago
Basically I like this idea. Some points.
- should not use "major" as a "major gc", so
GC.disable_major
should beGC.disable_major_gc
and so on. - I don't have strong opinion about
GC.disable(major_gc: true)
orGC.disable_major_gc
- "When major GC's are disabled, object promotion is disabled" what happens on oldgen->younggen references? points from the remembers set? I think we can promote this case because it makes minor gc faster (the promoted objects can not be freed until major gc, so the number of living objects is same).
Updated by ko1 (Koichi Sasada) 8 months ago
-
needs_major
"s" should not be on method name (likeFile.exists
->File.exist
) - can you measure the memory consumption? It is a key compared with old OOBGC.
Updated by duerst (Martin Dürst) 8 months ago
ko1 (Koichi Sasada) wrote in #note-8:
Basically I like this idea. Some points.
- should not use "major" as a "major gc", so
GC.disable_major
should beGC.disable_major_gc
and so on.
Isn't the gc
already very obvious from the class GC
?
Updated by byroot (Jean Boussier) 8 months ago
what happens on oldgen->younggen references? points from the remembers set?
Yes.
I think we can promote this case because it makes minor gc faster (the promoted objects can not be freed until major gc, so the number of living objects is same).
I understand your point, but I fear it could be counter-productive. We specifically stopped doing that in [Feature #19678] because there is many patterns in common Ruby code bases that are causing promotion.
I'd rather run minor GC out of band frequently, and major GC out of band very rarely, because the ratio of effectively permanent objects to ephemeral ones tend to be large in long running applications.
Updated by matz (Yukihiro Matsumoto) 8 months ago
I am neutral on this proposal. However, I am concerned that there may not be a Major GC when GC made pluggable.
Matz.
Updated by eightbitraptor (Matt V-H) 8 months ago
matz (Yukihiro Matsumoto) wrote in #note-12:
I am neutral on this proposal. However, I am concerned that there may not be a Major GC when GC made pluggable.
Matz.
I think this is still relevant when GC is pluggable. Ruby will always ship with the existing GC by default, and there will always be applications for which running standard OOBGC will be the best approach.
I would anticipate that this function would warn or become a no-op when a pluggable GC module is in use.
Updated by byroot (Jean Boussier) 7 months ago
I think that same concern applies to some existing GC
methods (e.g. GC.compact
, GC.verify_compaction_reference
) etc. So it would make sense that plugable GC would offer a way for the GCs to register behavior for these methods, and if they don't it either noop or acts as not implemented (respond_to? -> false
etc).
Updated by matz (Yukihiro Matsumoto) 7 months ago
As long as the pluggable GC issue is clearly stated somewhere, I have no objection.
Matz.
Updated by ko1 (Koichi Sasada) 7 months ago
byroot (Jean Boussier) wrote in #note-11:
I think we can promote this case because it makes minor gc faster (the promoted objects can not be freed until major gc, so the number of living objects is same).
I understand your point, but I fear it could be counter-productive. We specifically stopped doing that in [Feature #19678] because there is many patterns in common Ruby code bases that are causing promotion.
I'd rather run minor GC out of band frequently, and major GC out of band very rarely, because the ratio of effectively permanent objects to ephemeral ones tend to be large in long running applications.
I understand the proposed code:
- if old object
a
refers to young objectb
, puta
into a remember set. - if the
a->b
reference leaves,a
will be in a remember set. - if the
a->b
reference was lost (a.b = nil
for example),b
will be free'ed anda
is not in a remember set.
If there is no more permanent objects, it works well as #19678.
And on the web requests, most of objects will be free'ed after the request processing (other than cached objects).
I understand the logic so no objection here.
Updated by ko1 (Koichi Sasada) 7 months ago
Proposed code just ignore gc_aging
while "disable_major_gc" but it can increase aging up to 2 and next major gc makes the age 2 object to old object. In other words permanent objects can promote on single major gc easily.
Updated by eightbitraptor (Matt V-H) 7 months ago
Thanks @ko1 (Koichi Sasada). I've updated the documentation as per @matz (Yukihiro Matsumoto) request, so I'll merge and close this now.
Updated by eightbitraptor (Matt V-H) 7 months ago
eightbitraptor (Matthew Valentine-House) wrote in #note-18:
Thanks @ko1 (Koichi Sasada). I've updated the documentation as per @matz (Yukihiro Matsumoto) request,
so I'll merge and close this now.
I've discussed this further with @ko1 (Koichi Sasada) on Slack, who would like the names clarified at the next dev meeting. So this ticket will remain open for now.
Updated by matz (Yukihiro Matsumoto) 7 months ago
First, If you clearly define what would happen when the (plugged) GC does not generational scanning, I am OK for it. @byroot (Jean Boussier) told me that calling those methods would raise NotImplementedError
when GC does not provide generational GC.
For API, I don't like the name needs_major?
. At least, it should be need_major?
to follow Ruby's naming convention (no third-person singular present).
And in the developers' meeting, @byroot (Jean Boussier) proposed GC.config(full_mark: true)
. How do you think?
Matz.
Updated by eightbitraptor (Matt V-H) 6 months ago
matz (Yukihiro Matsumoto) wrote in #note-20:
First, If you clearly define what would happen when the (plugged) GC does not generational scanning, I am OK for it. @byroot (Jean Boussier) told me that calling those methods would raise
NotImplementedError
when GC does not provide generational GC.For API, I don't like the name
needs_major?
. At least, it should beneed_major?
to follow Ruby's naming convention (no third-person singular present).And in the developers' meeting, @byroot (Jean Boussier) proposed
GC.config(full_mark: true)
. How do you think?Matz.
I really like the idea of having a set of config parameters to the GC. That seems like a much more robust way of providing custom features to the GC without having to make new methods every time.
So, based on the latest discussions, what I'd like to propose is this:
- Introduce
GC.config
, currently with a single keyfull_mark
.-
full_mark: true
should be the default behaviour - ie. the GC will work as it currently does.
-
- Ruby code can set
full_mark
to false like this:GC.config(full_mark: false)
- In this case, no major GC's will be run unless explicitly requested usingGC.start(full_mark: true)
- A user can check whether a major GC is needed at any time by checking
GC.latest_gc_info(:needs_major_by)
. Any value other thannil
means that the GC would do a major on the next invocation.
I think this has a few benefits over the existing approach that I proposed in this ticket
- Introduces a flexible way of providing config information to the GC. This will also allow pluggable GC's implemented in the future to define their own config keys without changing the interface of the
GC
module. - Does not introduce any new methods that are implementation specific to the current GC. This removes the decision about how future GC module needs to respond to these methods.
Updated by ko1 (Koichi Sasada) 6 months ago
Introduce GC.config, currently with a single key full_mark.
I'm okay to introduce it but not sure config
or configure
or other word? (English issue).
Updated by byroot (Jean Boussier) 6 months ago
but not sure config or configure or other word? (English issue).
Given GC.config
returns the current configuration, I can't be .configure
.
It could be .configuration
, or any other concept. We can add it to the upcoming dev meeting to get a decision on that name.
Updated by eightbitraptor (Matt V-H) 6 months ago
ko1 (Koichi Sasada) wrote in #note-22:
Introduce GC.config, currently with a single key full_mark.
I'm okay to introduce it but not sure
config
orconfigure
or other word? (English issue).
I prefer config
for the following reasons
-
configure
is a verb and therefore implies taking an action. as @byroot (Jean Boussier) says, this doesn't fit with returning the existing configuration when no arguments are passed. -
config
is already a familiar term to developers (config files,config
object in Rails etc) -
configuration
is just the un-abbreviated form ofconfig
. It means the same thing but it takes longer to type.
Updated by ko1 (Koichi Sasada) 5 months ago
On dev-meeting, there is no objection on GC.config()
.
Could you write the more doc of it? For example, returning value is unclear.
About keys:
- Matz prefer to add prefix for the keys, like
GC.config(gengc_full_mark: true)
. - I think
GC.config(gengc_full_mark: true)
is not clear always do full marking or not (gengc_full_mark: false
is clear that full marking is prohibited).gengc_allow_full_mark: true/false
? too much?
Updated by eightbitraptor (Matt V-H) 5 months ago
ko1 (Koichi Sasada) wrote in #note-25:
On dev-meeting, there is no objection on
GC.config()
.
Could you write the more doc of it? For example, returning value is unclear.About keys:
- Matz prefer to add prefix for the keys, like
GC.config(gengc_full_mark: true)
.- I think
GC.config(gengc_full_mark: true)
is not clear always do full marking or not (gengc_full_mark: false
is clear that full marking is prohibited).gengc_allow_full_mark: true/false
? too much?
Thank you for discussing this. I will ship this with GC.config
as the method name. I have changed the config key to rgengc_allow_full_mark
, because despite being long, it is descriptive and unambiguous. I have also fully documented the semantics of GC.config
, as well as the behaviour of this key.
Updated by eightbitraptor (Matt V-H) 5 months ago
- Status changed from Open to Closed
Applied in changeset git|f543c68e1ce4abaafd535a4917129e55f89ae8f7.
Provide GC.config to disable major GC collections
This feature provides a new method GC.config
that configures internal
GC configuration variables provided by an individual GC implementation.
Implemented in this PR is the option full_mark
: a boolean value that
will determine whether the Ruby GC is allowed to run a major collection
while the process is running.
It has the following semantics
This feature configures Ruby's GC to only run minor GC's. It's designed
to give users relying on Out of Band GC complete control over when a
major GC is run. Configuring full_mark: false
does two main things:
- Never runs a Major GC. When the heap runs out of space during a minor
and when a major would traditionally be run, instead we allocate more
heap pages, and mark objspace as needing a major GC. - Don't increment object ages. We don't promote objects during GC, this
will cause every object to be scanned on every minor. This is an
intentional trade-off between minor GC's doing more work every time,
and potentially promoting objects that will then never be GC'd.
The intention behind not aging objects is that users of this feature
should use a preforking web server, or some other method of pre-warming
the oldgen (like Nakayoshi fork)before disabling Majors. That way most
objects that are going to be old will have already been promoted.
This will interleave major and minor GC collections in exactly the same
what that the Ruby GC runs in versions previously to this. This is the
default behaviour.
-
This new method has the following extra semantics:
-
GC.config
with no arguments returns a hash of the keys of the
currently configured GC -
GC.config
with a key pair (eg.GC.config(full_mark: true)
sets
the matching config key to the corresponding value and returns the
entire known config hash, including the new values. If the key does
not exist,nil
is returned
-
-
When a minor GC is run, Ruby sets an internal status flag to determine
whether the next GC will be a major or a minor. Whenfull_mark: false
this flag is ignored and every GC will be a minor.This status flag can be accessed at
GC.latest_gc_info(:needs_major_by)
. Any value other thannil
means
that the next collection would have been a major.Thus it's possible to use this feature to check at a predetermined
time, whether a major GC is necessary and run one if it is. eg. After
a request has finished processing.if GC.latest_gc_info(:needs_major_by) GC.start(full_mark: true) end
[Feature #20443]