Carl Henrik Lunde 5c7f8b8d73 perf: improve applyOrdering by avoid call to GetByCurrentId
This shaves of 14 seconds (one third) of the execution time for a
kustomization tree with 4000 documents, from 40.68s to 27.41s

            0     0%  5.44%     18.42s 40.56%  sigs.k8s.io/kustomize/api/krusty.(*Kustomizer).applySortOrder
            0     0%  5.44%     18.40s 40.52%  sigs.k8s.io/kustomize/api/internal/builtins.applyOrdering
before

    (pprof) top20 -cum
    Showing nodes accounting for 5.85s, 12.88% of 45.41s total
    Dropped 622 nodes (cum <= 0.23s)
    Showing top 20 nodes out of 157
        flat  flat%   sum%        cum   cum%
            0     0%     0%     40.68s 89.58%  github.com/spf13/cobra.(*Command).Execute
            0     0%     0%     40.68s 89.58%  github.com/spf13/cobra.(*Command).ExecuteC
            0     0%     0%     40.68s 89.58%  github.com/spf13/cobra.(*Command).execute
            0     0%     0%     40.68s 89.58%  main.main
            0     0%     0%     40.68s 89.58%  runtime.main
            0     0%     0%     40.68s 89.58%  sigs.k8s.io/kustomize/kustomize/v5/commands/build.NewCmdBuild.func1
            0     0%     0%     40.12s 88.35%  sigs.k8s.io/kustomize/api/krusty.(*Kustomizer).Run
        0.51s  1.12%  1.12%     33.20s 73.11%  sigs.k8s.io/kustomize/api/resource.(*Resource).CurId
            0     0%  1.12%     26.95s 59.35%  sigs.k8s.io/kustomize/api/resmap.(*resWrangler).GetMatchingResourcesByCurrentId
        0.35s  0.77%  1.89%     26.95s 59.35%  sigs.k8s.io/kustomize/api/resmap.(*resWrangler).filteredById
        0.07s  0.15%  2.05%     25.53s 56.22%  sigs.k8s.io/kustomize/api/resmap.GetCurrentId
            0     0%  2.05%     21.68s 47.74%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).MakeCustomizedResMap (inline)
            0     0%  2.05%     21.68s 47.74%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).makeCustomizedResMap
        0.54s  1.19%  3.24%     19.75s 43.49%  sigs.k8s.io/kustomize/api/resource.(*Resource).GetGvk (inline)
            1s  2.20%  5.44%     19.21s 42.30%  sigs.k8s.io/kustomize/kyaml/resid.GvkFromNode
            0     0%  5.44%     18.42s 40.56%  sigs.k8s.io/kustomize/api/internal/builtins.(*SortOrderTransformerPlugin).Transform
            0     0%  5.44%     18.42s 40.56%  sigs.k8s.io/kustomize/api/krusty.(*Kustomizer).applySortOrder
            0     0%  5.44%     18.40s 40.52%  sigs.k8s.io/kustomize/api/internal/builtins.applyOrdering
        0.87s  1.92%  7.36%     16.55s 36.45%  sigs.k8s.io/kustomize/kyaml/yaml.visitMappingNodeFields
        2.51s  5.53% 12.88%     15.68s 34.53%  sigs.k8s.io/kustomize/kyaml/yaml.visitFieldsWhileTrue

after

    (pprof) top20 -cum
    Showing nodes accounting for 1.23s, 3.85% of 31.98s total
    Dropped 584 nodes (cum <= 0.16s)
    Showing top 20 nodes out of 184
        flat  flat%   sum%        cum   cum%
            0     0%     0%     27.41s 85.71%  github.com/spf13/cobra.(*Command).Execute
            0     0%     0%     27.41s 85.71%  github.com/spf13/cobra.(*Command).ExecuteC
            0     0%     0%     27.41s 85.71%  github.com/spf13/cobra.(*Command).execute
            0     0%     0%     27.41s 85.71%  main.main
            0     0%     0%     27.41s 85.71%  runtime.main
            0     0%     0%     27.41s 85.71%  sigs.k8s.io/kustomize/kustomize/v5/commands/build.NewCmdBuild.func1
            0     0%     0%     26.85s 83.96%  sigs.k8s.io/kustomize/api/krusty.(*Kustomizer).Run
            0     0%     0%     22.07s 69.01%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).MakeCustomizedResMap (inline)
            0     0%     0%     22.07s 69.01%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).makeCustomizedResMap
        0.38s  1.19%  1.19%     20.69s 64.70%  sigs.k8s.io/kustomize/api/resource.(*Resource).CurId
            0     0%  1.19%     13.64s 42.65%  sigs.k8s.io/kustomize/api/resmap.(*resWrangler).Append
            0     0%  1.19%     13.55s 42.37%  sigs.k8s.io/kustomize/api/resmap.(*resWrangler).GetMatchingResourcesByCurrentId (inline)
        0.12s  0.38%  1.56%     13.55s 42.37%  sigs.k8s.io/kustomize/api/resmap.(*resWrangler).filteredById
        0.01s 0.031%  1.59%     12.67s 39.62%  sigs.k8s.io/kustomize/api/resmap.GetCurrentId
        0.21s  0.66%  2.25%     12.49s 39.06%  sigs.k8s.io/kustomize/api/resource.(*Resource).GetGvk (inline)
        0.51s  1.59%  3.85%     12.28s 38.40%  sigs.k8s.io/kustomize/kyaml/resid.GvkFromNode
            0     0%  3.85%     11.52s 36.02%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).IgnoreLocal
            0     0%  3.85%     10.53s 32.93%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).AccumulateTarget
            0     0%  3.85%     10.53s 32.93%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).accumulateResources
            0     0%  3.85%     10.53s 32.93%  sigs.k8s.io/kustomize/api/internal/target.(*KustTarget).accumulateTarget
2023-10-30 22:31:52 +01:00
2023-10-12 10:29:05 +05:30
2023-09-08 11:38:23 -05:00
2023-06-06 22:39:06 +09:00
2023-10-27 10:59:30 -05:00
2023-06-06 22:39:06 +09:00
2018-05-08 10:37:01 -07:00
2022-03-31 19:02:19 -04:00
2023-03-20 14:14:30 +00:00
2023-05-02 17:47:32 -04:00
2023-09-23 03:37:24 +09:00
2023-05-05 09:57:10 +12:00
2023-10-27 10:59:30 -05:00

kustomize

kustomize lets you customize raw, template-free YAML files for multiple purposes, leaving the original YAML untouched and usable as is.

kustomize targets kubernetes; it understands and can patch kubernetes style API objects. It's like make, in that what it does is declared in a file, and it's like sed, in that it emits edited text.

This tool is sponsored by sig-cli (KEP).

Build Status Go Report Card

kubectl integration

To find the kustomize version embedded in recent versions of kubectl, run kubectl version:

> kubectl version --short --client
Client Version: v1.26.0
Kustomize Version: v4.5.7

The kustomize build flow at v2.0.3 was added to kubectl v1.14. The kustomize flow in kubectl remained frozen at v2.0.3 until kubectl v1.21, which updated it to v4.0.5. It will be updated on a regular basis going forward, and such updates will be reflected in the Kubernetes release notes.

Kubectl version Kustomize version
< v1.14 n/a
v1.14-v1.20 v2.0.3
v1.21 v4.0.5
v1.22 v4.2.0
v1.23 v4.4.1
v1.24 v4.5.4
v1.25 v4.5.7
v1.26 v4.5.7
v1.27 v5.0.1

For examples and guides for using the kubectl integration please see the kubernetes documentation.

Usage

1) Make a kustomization file

In some directory containing your YAML resource files (deployments, services, configmaps, etc.), create a kustomization file.

This file should declare those resources, and any customization to apply to them, e.g. add a common label.


base: kustomization + resources

kustomization.yaml                                      deployment.yaml                                                 service.yaml
+---------------------------------------------+         +-------------------------------------------------------+       +-----------------------------------+
| apiVersion: kustomize.config.k8s.io/v1beta1 |         | apiVersion: apps/v1                                   |       | apiVersion: v1                    |
| kind: Kustomization                         |         | kind: Deployment                                      |       | kind: Service                     |
|.commonLabels:                               |         | metadata:                                             |       | metadata:                         |
|   app: myapp                                |         |   name: myapp                                         |       |   name: myapp                     |
| resources:                                  |         | spec:                                                 |       | spec:                             |
|   - deployment.yaml                         |         |   selector:                                           |       |   selector:                       |
|   - service.yaml                            |         |     matchLabels:                                      |       |     app: myapp                    |
| configMapGenerator:                         |         |       app: myapp                                      |       |   ports:                          |
|   - name: myapp-map                         |         |   template:                                           |       |     - port: 6060                  |
|     literals:                               |         |     metadata:                                         |       |       targetPort: 6060            |
|       - KEY=value                           |         |       labels:                                         |       +-----------------------------------+
+---------------------------------------------+         |         app: myapp                                    |
                                                        |     spec:                                             |
                                                        |       containers:                                     |
                                                        |         - name: myapp                                 |
                                                        |           image: myapp                                |
                                                        |           resources:                                  |
                                                        |             limits:                                   |
                                                        |               memory: "128Mi"                         |
                                                        |               cpu: "500m"                             |
                                                        |           ports:                                      |
                                                        |             - containerPort: 6060                     |
                                                        +-------------------------------------------------------+

File structure:

~/someApp
├── deployment.yaml
├── kustomization.yaml
└── service.yaml

The resources in this directory could be a fork of someone else's configuration. If so, you can easily rebase from the source material to capture improvements, because you don't modify the resources directly.

Generate customized YAML with:

kustomize build ~/someApp

The YAML can be directly applied to a cluster:

kustomize build ~/someApp | kubectl apply -f -

2) Create variants using overlays

Manage traditional variants of a configuration - like development, staging and production - using overlays that modify a common base.


overlay: kustomization + patches

kustomization.yaml                                      replica_count.yaml                      cpu_count.yaml
+-----------------------------------------------+       +-------------------------------+       +------------------------------------------+
| apiVersion: kustomize.config.k8s.io/v1beta1   |       | apiVersion: apps/v1           |       | apiVersion: apps/v1                      |
| kind: Kustomization                           |       | kind: Deployment              |       | kind: Deployment                         |
| commonLabels:                                 |       | metadata:                     |       | metadata:                                |  
|   variant: prod                               |       |   name: myapp                 |       |   name: myapp                            |
| resources:                                    |       | spec:                         |       | spec:                                    |
|   - ../../base                                |       |   replicas: 80                |       |  template:                               |
| patches:                                      |       +-------------------------------+       |     spec:                                |
|   - path: replica_count.yaml                  |                                               |       containers:                        |
|   - path: cpu_count.yaml                      |                                               |         - name: myapp                    |  
+-----------------------------------------------+                                               |           resources:                     |
                                                                                                |             limits:                      |
                                                                                                |               memory: "128Mi"            |
                                                                                                |               cpu: "7000m"               |
                                                                                                +------------------------------------------+

File structure:

~/someApp
├── base
│   ├── deployment.yaml
│   ├── kustomization.yaml
│   └── service.yaml
└── overlays
    ├── development
    │   ├── cpu_count.yaml
    │   ├── kustomization.yaml
    │   └── replica_count.yaml
    └── production
        ├── cpu_count.yaml
        ├── kustomization.yaml
        └── replica_count.yaml

Take the work from step (1) above, move it into a someApp subdirectory called base, then place overlays in a sibling directory.

An overlay is just another kustomization, referring to the base, and referring to patches to apply to that base.

This arrangement makes it easy to manage your configuration with git. The base could have files from an upstream repository managed by someone else. The overlays could be in a repository you own. Arranging the repo clones as siblings on disk avoids the need for git submodules (though that works fine, if you are a submodule fan).

Generate YAML with

kustomize build ~/someApp/overlays/production

The YAML can be directly applied to a cluster:

kustomize build ~/someApp/overlays/production | kubectl apply -f -

Community

Code of conduct

Participation in the Kubernetes community is governed by the Kubernetes Code of Conduct.

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