[
https://issues.apache.org/jira/browse/YARN-8771?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Tao Yang updated YARN-8771:
---------------------------
Description:
We found this problem when cluster is almost but not exhausted (93% used),
scheduler kept allocating for an app but always fail to commit, this can
blocking requests from other apps and parts of cluster resource can't be used.
Reproduce this problem:
(1) use DominantResourceCalculator
(2) cluster resource has empty resource type, for example: gpu=0
(3) scheduler allocates container for app1 who has reserved containers and
whose queue limit or user limit reached(used + required > limit).
Reference codes in RegularContainerAllocator#assignContainer:
{code:java}
// How much need to unreserve equals to:
// max(required - headroom, amountNeedUnreserve)
Resource headRoom = Resources.clone(currentResoureLimits.getHeadroom());
Resource resourceNeedToUnReserve =
Resources.max(rc, clusterResource,
Resources.subtract(capability, headRoom),
currentResoureLimits.getAmountNeededUnreserve());
boolean needToUnreserve =
Resources.greaterThan(rc, clusterResource,
resourceNeedToUnReserve, Resources.none());
{code}
For example, resourceNeedToUnReserve can be <8GB, -6 cores, 0 gpu> when
{{headRoom=<0GB, 8 vcores, 0 gpu>}} and {{capacity=<8GB, 2 vcores, 0 gpu>}},
needToUnreserve which is the result of {{Resources#greaterThan}} will be
{{false}}. This is not reasonable because required resource did exceed the
headroom and unreserve is needed.
After that, when reaching the unreserve process in
RegularContainerAllocator#assignContainer, unreserve process will be skipped
when shouldAllocOrReserveNewContainer is true (when required containers >
reserved containers) and needToUnreserve is wrongly calculated to be false:
{code:java}
if (availableContainers > 0) {
if (rmContainer == null && reservationsContinueLooking
&& node.getLabels().isEmpty()) {
if (!shouldAllocOrReserveNewContainer || needToUnreserve) {
... // unreserve process can be wrongly skipped here!!!
}
}
}
{code}
was:
We found this problem when cluster is almost but not exhausted (93% used),
scheduler kept allocating for an app but always fail to commit, this can
blocking requests from other apps and parts of cluster resource can't be used.
Reproduce this problem:
(1) use DominantResourceCalculator
(2) cluster resource has empty resource type, for example: gpu=0
(3) scheduler allocates container for app1 who has reserved containers and
whose queue limit or user limit reached(used + required > limit).
Reference codes in RegularContainerAllocator#assignContainer:
{code:java}
// How much need to unreserve equals to:
// max(required - headroom, amountNeedUnreserve)
Resource headRoom = Resources.clone(currentResoureLimits.getHeadroom());
Resource resourceNeedToUnReserve =
Resources.max(rc, clusterResource,
Resources.subtract(capability, headRoom),
currentResoureLimits.getAmountNeededUnreserve());
boolean needToUnreserve =
Resources.greaterThan(rc, clusterResource,
resourceNeedToUnReserve, Resources.none());
{code}
For example, value of resourceNeedToUnReserve can be <8GB, -6 cores, 0 gpu>
when {{headRoom=<0GB, 8 vcores, 0 gpu>}} and {{capacity=<8GB, 2 vcores, 0
gpu>}}, needToUnreserve which is the result of {{Resources#greaterThan}} will
be {{false}} if using DominantResourceCalculator. This is the not reasonable
because required resource did exceed the headroom and unreserve is needed.
After that, when reaching the unreserve process in
RegularContainerAllocator#assignContainer, unreserve process will be skipped
when shouldAllocOrReserveNewContainer is true (when required containers >
reserved containers) and needToUnreserve is wrongly calculated to be false:
{code:java}
if (availableContainers > 0) {
if (rmContainer == null && reservationsContinueLooking
&& node.getLabels().isEmpty()) {
if (!shouldAllocOrReserveNewContainer || needToUnreserve) {
... // unreserve process can be wrongly skipped here!!!
}
}
}
{code}
> CapacityScheduler fails to unreserve when cluster resource contains empty
> resource type
> ---------------------------------------------------------------------------------------
>
> Key: YARN-8771
> URL: https://issues.apache.org/jira/browse/YARN-8771
> Project: Hadoop YARN
> Issue Type: Bug
> Components: capacityscheduler
> Affects Versions: 3.2.0
> Reporter: Tao Yang
> Assignee: Tao Yang
> Priority: Critical
> Attachments: YARN-8771.001.patch, YARN-8771.002.patch
>
>
> We found this problem when cluster is almost but not exhausted (93% used),
> scheduler kept allocating for an app but always fail to commit, this can
> blocking requests from other apps and parts of cluster resource can't be used.
> Reproduce this problem:
> (1) use DominantResourceCalculator
> (2) cluster resource has empty resource type, for example: gpu=0
> (3) scheduler allocates container for app1 who has reserved containers and
> whose queue limit or user limit reached(used + required > limit).
> Reference codes in RegularContainerAllocator#assignContainer:
> {code:java}
> // How much need to unreserve equals to:
> // max(required - headroom, amountNeedUnreserve)
> Resource headRoom = Resources.clone(currentResoureLimits.getHeadroom());
> Resource resourceNeedToUnReserve =
> Resources.max(rc, clusterResource,
> Resources.subtract(capability, headRoom),
> currentResoureLimits.getAmountNeededUnreserve());
> boolean needToUnreserve =
> Resources.greaterThan(rc, clusterResource,
> resourceNeedToUnReserve, Resources.none());
> {code}
> For example, resourceNeedToUnReserve can be <8GB, -6 cores, 0 gpu> when
> {{headRoom=<0GB, 8 vcores, 0 gpu>}} and {{capacity=<8GB, 2 vcores, 0 gpu>}},
> needToUnreserve which is the result of {{Resources#greaterThan}} will be
> {{false}}. This is not reasonable because required resource did exceed the
> headroom and unreserve is needed.
> After that, when reaching the unreserve process in
> RegularContainerAllocator#assignContainer, unreserve process will be skipped
> when shouldAllocOrReserveNewContainer is true (when required containers >
> reserved containers) and needToUnreserve is wrongly calculated to be false:
> {code:java}
> if (availableContainers > 0) {
> if (rmContainer == null && reservationsContinueLooking
> && node.getLabels().isEmpty()) {
> if (!shouldAllocOrReserveNewContainer || needToUnreserve) {
> ... // unreserve process can be wrongly skipped here!!!
> }
> }
> }
> {code}
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