Occasionally, writing as JSON failed because a NaN float couldn't be encoded. The extended log message helps understand where that comes from, for example: F0120 20:24:45.515745 511835 scheduler_perf_test.go:540] BenchmarkPerfScheduling: unable to write measured data {Version:v1 DataItems:[{Data:map[Average:35.714285714285715 Perc50:2 Perc90:36 Perc95:412 Perc99:412] Unit:pods/s Labels:map[Metric:SchedulingThroughput Name:BenchmarkPerfScheduling/PreemptionPVs/500Nodes/namespace-2]} {Data:map[Average:27.863967530999993 Perc50:13.925925925925926 Perc90:30.06711409395973 Perc95:31.85682326621924 Perc99:704] Unit:ms Labels:map[Metric:scheduler_e2e_scheduling_duration_seconds Name:BenchmarkPerfScheduling/PreemptionPVs/500Nodes/namespace-2]} {Data:map[Average:11915.651577744 Perc50:15168.796680497926 Perc90:19417.759336099585 Perc95:19948.87966804979 Perc99:20373.77593360996] Unit:ms Labels:map[Metric:scheduler_pod_scheduling_duration_seconds Name:BenchmarkPerfScheduling/PreemptionPVs/500Nodes/namespace-2]} {Data:map[Average:1.1865832049999983 Perc50:0.7636363636363637 Perc90:2.891903719912473 Perc95:3.066958424507659 Perc99:5.333333333333334] Unit:ms Labels:map[Metric:scheduler_framework_extension_point_duration_seconds Name:BenchmarkPerfScheduling/PreemptionPVs/500Nodes/namespace-2 extension_point:Filter]} {Data:map[Average:NaN Perc50:NaN Perc90:NaN Perc95:NaN Perc99:NaN] Unit:ms Labels:map[Metric:scheduler_framework_extension_point_duration_seconds Name:BenchmarkPerfScheduling/PreemptionPVs/500Nodes/namespace-2 extension_point:Score]}]}: json: unsupported value: NaN |
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.github | ||
api | ||
build | ||
CHANGELOG | ||
cluster | ||
cmd | ||
docs | ||
hack | ||
LICENSES | ||
logo | ||
pkg | ||
plugin | ||
staging | ||
test | ||
third_party | ||
vendor | ||
.generated_files | ||
.gitattributes | ||
.gitignore | ||
.golangci.yaml | ||
CHANGELOG.md | ||
code-of-conduct.md | ||
CONTRIBUTING.md | ||
go.mod | ||
go.sum | ||
LICENSE | ||
Makefile | ||
Makefile.generated_files | ||
OWNERS | ||
OWNERS_ALIASES | ||
README.md | ||
SECURITY_CONTACTS | ||
SUPPORT.md |
Kubernetes (K8s)

Kubernetes, also known as K8s, is an open source system for managing containerized applications across multiple hosts. It provides basic mechanisms for deployment, maintenance, and scaling of applications.
Kubernetes builds upon a decade and a half of experience at Google running production workloads at scale using a system called Borg, combined with best-of-breed ideas and practices from the community.
Kubernetes is hosted by the Cloud Native Computing Foundation (CNCF). If your company wants to help shape the evolution of technologies that are container-packaged, dynamically scheduled, and microservices-oriented, consider joining the CNCF. For details about who's involved and how Kubernetes plays a role, read the CNCF announcement.
To start using K8s
See our documentation on kubernetes.io.
Try our interactive tutorial.
Take a free course on Scalable Microservices with Kubernetes.
To use Kubernetes code as a library in other applications, see the list of published components.
Use of the k8s.io/kubernetes
module or k8s.io/kubernetes/...
packages as libraries is not supported.
To start developing K8s
The community repository hosts all information about building Kubernetes from source, how to contribute code and documentation, who to contact about what, etc.
If you want to build Kubernetes right away there are two options:
You have a working Go environment.
mkdir -p $GOPATH/src/k8s.io
cd $GOPATH/src/k8s.io
git clone https://github.com/kubernetes/kubernetes
cd kubernetes
make
You have a working Docker environment.
git clone https://github.com/kubernetes/kubernetes
cd kubernetes
make quick-release
For the full story, head over to the developer's documentation.
Support
If you need support, start with the troubleshooting guide, and work your way through the process that we've outlined.
That said, if you have questions, reach out to us one way or another.