From 14a6c3123bd2b578532be7ceb80762aebaa1f32b Mon Sep 17 00:00:00 2001 From: Airren Date: Tue, 26 Mar 2024 14:06:17 +0800 Subject: [PATCH] doc(*): add proposal for enhance orm by nri Signed-off-by: Airren --- .../orm-nri/20240303-orm-nri.md | 373 ++++++++++++++++++ .../orm-nri/kubernetes-enhance-overview.png | Bin 0 -> 351701 bytes .../orm-nri/nri-architecture.png | Bin 0 -> 110583 bytes .../orm-nri/orm-architecture.png | Bin 0 -> 163399 bytes .../orm-nri/orm-nir-details.png | Bin 0 -> 368842 bytes 5 files changed, 373 insertions(+) create mode 100644 docs/proposals/qos-management/orm-nri/20240303-orm-nri.md create mode 100644 docs/proposals/qos-management/orm-nri/kubernetes-enhance-overview.png create mode 100644 docs/proposals/qos-management/orm-nri/nri-architecture.png create mode 100644 docs/proposals/qos-management/orm-nri/orm-architecture.png create mode 100644 docs/proposals/qos-management/orm-nri/orm-nir-details.png diff --git a/docs/proposals/qos-management/orm-nri/20240303-orm-nri.md b/docs/proposals/qos-management/orm-nri/20240303-orm-nri.md new file mode 100644 index 000000000..3519be189 --- /dev/null +++ b/docs/proposals/qos-management/orm-nri/20240303-orm-nri.md @@ -0,0 +1,373 @@ +--- +title: Enhance ORM by NRI +authors: + - "airren" + - "hle2" +reviewers: + - "caohe" +creation-date: 2024-03-03 +last-updated: 2024-04-24 +status: implementable + +--- + +# Enhance ORM by NRI + + +* [Enhance ORM by NRI](#enhance-orm-by-nri) + * [Summary](#summary) + * [Motivation](#motivation) + * [Goals](#goals) + * [Non-Goals/Future Work](#non-goalsfuture-work) + * [Proposal](#proposal) + * [User Stories](#user-stories) + * [Story1: Use origin kubernetes without intrusive modifications](#story1-use-origin-kubernetes-without--intrusive-modifications) + * [Story2: Synchronous configuration of QoS policies and injection of environment variables](#story2-synchronous-configuration-of-qos-policies-and-injection-of-environment-variables) + * [Requirements](#requirements) + * [Functional Requirements](#functional-requirements) + * [Non-Functional Requirements](#non-functional-requirements) + * [Design Details](#design-details) + * [Detailed working flow](#detailed-working-flow) + * [Addon](#addon) + * [Modification](#modification) + * [Test Plan](#test-plan) + * [Production Readiness Review Questionnaire](#production-readiness-review-questionnaire) + * [Feature Enablement and Rollback](#feature-enablement-and-rollback) + * [How can this feature be enabled / disabled in a live cluster?](#how-can-this-feature-be-enabled--disabled-in-a-live-cluster) + * [Troubleshooting](#troubleshooting) + * [How does this feature react if the NRI not supported?](#how-does-this-feature-react-if-the-nri-not-supported) + * [How to handle resource allocation failures?](#how-to-handle-resource-allocation-failures) + * [What happens if the NRI stub times out or if the socket connection fails?](#what-happens-if-the-nri-stub-times-out-or-if-the-socket-connection-fails) + * [Appendix](#appendix) + * [Implementation History](#implementation-history) + + + + + + +## Summary + +To meet the needs of various business application scenarios, ensuring sufficient +resource guarantees for latency-sensitive services is necessary, especially when +online and offline tasks are mixed. This requires Kubernetes to provide more +granular resource management capabilities, enhance container isolation, and reduce +interference between containers. + +As of now, Kubernetes does not offer a fully comprehensive resource management +solution. Many open-source projects in the Kubernetes ecosystem have devised +their methods to modify the deployment and management processes of pods, enabling +fine-grained resource allocation. + +There are various approaches to extending Kubernetes, which we have summarized +as follows. + +![kubernetes-enhance-overview](kubernetes-enhance-overview.png) + +All the methods listed above can enhance Kubernetes, but except for the standalone +approach, they unavoidably involve intrusive modifications to the upstream Kubernetes +components, making it difficult for users to stay synchronized with upstream +components. Although the standalone approach avoids modifications to upstream +components, this asynchronous update method also has numerous drawbacks. + +To address the need for intrusive modifications to Kubernetes and changes to the +default process, enabling developers to have a more unified implementation +approach, NRI has emerged. + +[NRI](https://github.com/containerd/nri) is a plugin-based node resource management approach introduced by +the upstream community. Using NRI, Kubernetes' node resource management capabilities +can be enhanced through plugins without intrusive modifications to the upstream +Kubernetes components. + +> NRI allows plugging domain- or vendor-specific custom logic into OCI- compatible +> runtimes. This logic can make controlled changes to containers or perform extra +> actions outside the scope of OCI at certain points in a containers lifecycle. +> This can be used, for instance, for improved allocation and management of devices +> and other container resources. + +![nri-architecture](nri-architecture.png) + +This proposal introduces how to enhance Katalyst using NRI, allowing Katalyst to +be deployed based on origin Kubernetes and making it easier to maintain and use. + +## Motivation + +Katalyst enhances Kubernetes resource management policies on a single node through +the QoS Resource Manager (QRM). However, the current QRM mode involves intrusive +modifications to the Kubelet, which makes it inconvenient for some users who use +the origin Kubernetes but not the distribution Kubewharf. To address this, Katalyst +proposes the ORM architecture, which provides a decoupled solution from Kubelet as +a supplement to the QRM solution. + +In the ORM architecture, there are two implementation approaches. The first approach +is named Bypass, which polls Kubelet's API for pod events on the current node and +updates pod resources. This approach is asynchronous and cannot inject parameters +such as environment variables. The other approach is based on NRI. NRI (Node +Resource Interface) is a general framework for CRI-compatible container runtime +plugin extensions. It offers a mechanism for extensions to monitor pod/container +states and make limited configuration modifications. Using NRI, Katalyst can +synchronously modify resources and inject other information, such as environment +variables, during pod events. + +### Goals + +- Expand Katalyst‘s ORM mode using NRI to enhance the Resource management capabilities +of Kubernetes。 +- Support for fine-grained resource control when containerd is used as the CRI runtime. + +### Non-Goals/Future Work + +- Support for other runtimes besides containerd, such as cri-o and docker. + +## Proposal + +Diverging from QRM or ORM's Bypass Mode, the Katalyst-agent will work as an NRI +plugin to subscribe pod/container lifecycle events from CRI runtime (in this +proposal, it is containerd), and then the Katalyst-agent will return an adjusted +Container spec in the hook events, or update the container spec by an active update. + +- Get pod/container lifecycle events and pod or container information from NRI. +- Transform the NRI format information into CRI format to reuse existing admit +implementation by QRM Plugins. +- Update the NRI format container spec to the CRI runtime. +- While reconciling use NRI UpdateContainter to reconfigure resources. + +**NRI Enhanced ORM(Along with kubelet polling)** + +![orm-architecture](orm-architecture.png) + +### User Stories + +#### Story1: Use origin kubernetes without intrusive modifications + +Extending and enhancing Kubernetes' resource management capabilities is a common +requirement in many business scenarios. However, while enhancing Kubernetes, it's +a common requirement to ensure that all Kubernetes components remain consistent +with the upstream community and avoid making any intrusive modifications to the +original Kubernetes components. After enabling NRI mode, deploying Katalyst on +existing clusters does not require restarting the original cluster. Enhancements +to the original Kubernetes can be achieved through a plugin-based approach. + +#### Story2: Synchronous configuration of QoS policies and injection of environment variables + +When enhancing QoS policies in Kubernetes, synchronous modification is the most +efficient method. With NRI Mode enabled, Katalyst plugins can synchronously modify +pod resources during pod creation, ensuring QoS policy allocation before pod +execution. Additionally, through NRI Mode, dynamic updates to pod resources +are possible. During pod creation, adjustments to pod resources, device binding, +RDT, and environment variable injection can be achieved via NRI Mode. + +### Requirements + +- Need to upgrade containerd to >= v1.7.0 + +#### Functional Requirements + +- Support all functionalities corresponding to Bypass Mode under the existing ORM +architecture. This includes: adjusting container's cpuset / cfsquota, memory QoS. +- Support injecting environment variables into containers + +#### Non-Functional Requirements + +- It can achieve synchronous configuration of QoS policies, improving the +responsiveness of QoS policy configuration. +- Fully compatible with upstream native Kubernetes components, requiring no + intrusive modifications. + +### Design Details + +#### Detailed working flow + +![orm-nri-details](orm-nir-details.png) + +In this part, the method based on the Kubelet API polling is referred to as +**_Bypass_** Mode, while another method based on NRI is referred to as **_NRI_** Mode. + +#### Addon + +- The ORM support two operational modes: Bypass or NRI. Only one mode can be active +at any given time. When creating a new ORM Manger, the current operational mode can +be determined by reading the configuration, and it does not support changing the +mode during runtime. + + ```go + type workMode string + const ( + workModeNri workMode = "nri" + workModeBypass workMode = "bypass" + ) + + + type ManagerImpl struct { + ctx context.Context + .... + // ORM run mode: bypass or nri. + // Bypass mode is triggered by polling kubelet api to get the pod event. + // NRI mode is required containerd version >= 1.7.0 and NRI enabled. + mode workMode + .... + } + + func NewManger(... config *config.Configuration){ + // init orm work mode with essential components + m.initORMWorkMode(config, metaServer, emitter) + } + + func (m *ManagerImpl) initORMWorkMode(config *config.Configuration, metaServer *metaserver.MetaServer, emitter metrics.MetricEmitter) { + // init ORM work node according to the configuration and NRI status + } + ``` + +- The ORM ManagerImpl functions as an NRI stub, implementing processing logic +within the corresponding hook event functions. + + ```go + import "github.com/containerd/nri/pkg/stub" + + type ManagerImpl struct { + ctx context.Context + .... + // nriStub is the implementtion of NRI events handlers + nriStub stub.Stub + // nriMask stores the specific events that need to be hooked + nriMask stub.EventMask + nriOptions []stub.Option + nriConf nriConfig + .... + } + ``` + +- In enhancing the ORM implementation, three hook functions are required: +`RunPodSandbox()`, `CreateContainer()`, and `RemovePodSandbox()`. + + **Step 1**, during `RunPodSanbox()`, the `Admit()` function is triggered. +If `Admit()` succeeds, resources are allocated for the container, and the pod +creation process continues. If `Admit()` fails, pod creation also fails. + ```go + func (m *MangerImpl) RunPodSandbox(podSandbox *api.PodSandbox) error { + err := m.processAddPod(pod.Uid) + if err != nil { + klog.Errorf("[ORM] RunPodSandbox processAddPod fail, pod: %s/%s/%s, err: %v", + pod.Namespace, pod.Name, pod.Uid, err) + } + return err + } + ``` + + **Step 2**, after a successful `Admit()`, the process proceeds to the +`CreateContainer()` event. At this point, resources have been allocated for the +container by `Admit()`. The corresponding resources are updated in the container's +spec and returned. + ```go + func (m *MangerImpl) CreateContainer(pod *api.PodSandbox, container *api.Container) (*api.ContainerAdjustment, []*api.ContainerUpdate, error) { + // Update Container Spec from the podResources + adjust, err:= m.updateContainer(pod, container) + return adjust, nil, err + } + ``` + + **Step 3**, During `RemovePodSandbox()`, all resource allocations related to +the pod are returned. + + ```go + func (p *plugin) RemovePodSandbox(pod *api.PodSandbox) error { + err := m.processDeletePod(pod.Uid) + if err != nil { + klog.Errorf("[ORM] RemovePodSandbox processDeletePod fail, pod: %s/%s/%s, err: %v", + pod.Namespace, pod.Name, pod.Uid, err) + } + return err + } + ``` + +#### Modification + +- If using the NRI Mode, after the allocation of resources is completed in the +`Admit()` , the `Allocate()` does not need to execute `syncContainer()`; it should +simply return after the resources have been allocated. + + ```go + func (m *ManagerImpl) Allocate(pod *v1.Pod, container *v1.Container) error { + .... + err := m.addContainer(pod, container) + // return after resource allocate when run in NRIMode + if err != nil || m.mode == workModeNri { + return err + } + err = m.syncContainer(pod, container) + return err + } + ``` + +- In NRI Mode, the executer in `syncContainer()` can be implemented through NRI's +`updateContainer()` . + + ```go + if m.mode == workModeNri { + m.updateContainerByNRI(pod, container) + } else { + m.syncContainer(pod, &container) + } + ``` + +- The `metaServer` as a member variable of the ORM `ManagerImpl` because it is +used in both Bypass and NRI modes. +- During NRI mode, halt the MetaManager's Reconcile, user NRI to hook the Pod/Container events. +- During NRI mode, the executor is conduct by NRI, do not need to create an Executor. + +#### Test Plan + +We will test the enhancement of ORM by NRI in a real cluster by deploying simulated +task invocation resource management plugins to configure QoS policies, which will +cover key points listed below: + +- ORM completes registration to Containerd as an NRI plugin and establishes a connection. +- ORM can configure the correct LinuxContainerResources configuration with allocation +results for containers through NRI. +- ORM can add environment variables to containers through NRI. +- Validate that reconcileState() of ORM will update the cgroup configs for containers +by the latest resource allocation results. + +## Production Readiness Review Questionnaire + +### Feature Enablement and Rollback + +#### How can this feature be enabled / disabled in a live cluster? + +This feature is disable by default, you can enable it by configuration. +If a failure is detected in the NRI runtime environment while NRI mode enables, +it will fall back to Bypass Mode. + +### Troubleshooting + +#### How does this feature react if the NRI not supported? + +It will fall back to Bypass mode of ORM. + +#### How to handle resource allocation failures? + +If encounter admit failure, the pod will enter a retry loop. + +#### What happens if the NRI stub times out or if the socket connection fails? + +Currently, if the NRI plugin times out, it leads to Containerd no longer invoking +this plugin. To address this, the following strategy needs to be adopted. + +While timeout, in `OnClose()` invoke `stub.Restart` to re-create connection to containerd + +And, do `Admit()` with a timeout (configured) context, if timeout try to create again. + +## Appendix + +NRI : [https://github.com/containerd/nri](https://github.com/containerd/nri) + +ORM PR: [#406](https://github.com/kubewharf/katalyst-core/pull/406) [#430](https://github.com/kubewharf/katalyst-core/issues/430) + +## Implementation History +- [x] 01/16/2024 Proposed idea in community meeting +- [x] 03/12/2024 Compile a document following the proposal template +- [x] 03/19/2024 Present proposal at a community meeting +- [x] 04/20/2024 Complete the basic functionalities of NRI as covered in the detailed +design +- [ ] 05/10/2024 commence the first round of testing +- [ ] 05/20/2024 open proposal PR for code \ No newline at end of file diff --git a/docs/proposals/qos-management/orm-nri/kubernetes-enhance-overview.png 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