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Version: 5.18

Profiles: Patches

Patches are a way to perform minor overrides to the configuration without having to create a separate config file. Patch functionality follows JSON Patch(RFC) semantics, as well as enhanced path selectors, as implemented by the yaml-jsonpath library.

Example#

Patches are ideal for reflecting changes between different environments, e.g. dev, staging and production.

images:
backend:
image: john/devbackend
backend-debugger:
image: john/debugger
deployments:
- name: backend
helm:
componentChart: true
values:
containers:
- image: john/devbackend
- image: john/debugger
profiles:
- name: production
patches:
- op: replace
path: images.backend.image
value: john/prodbackend
- op: replace
path: deployments.name=backend.helm.values.containers[0].image
value: john/prodbackend
- op: replace
path: deployments.name=backend.helm.values.containers[1].image
value: john/cache

Explanation:

  • The above example defines 1 profile: production
  • When using the profile production, the config would be patched with 3 patches.
  • The resulting config used in-memory when the profile production is used would look like this:
# In-Memory Config After Applying Patches For Profile `production`
images:
backend:
image: john/prodbackend
backend-debugger:
image: john/debugger
deployments:
- name: backend
helm:
componentChart: true
values:
containers:
- image: john/prodbackend
- image: john/cache

Configuration#

name#

The name option is mandatory and expects a string defining the name of the profile.

patches#

The patches option expects an array of patch objects which consists of the following properties:

  • op stating the patch operation (possible values: replace, add, remove)
  • path stating a jsonpath or a xpath within the config (e.g. images.backend.image, deployments.name=backend.helm.values.containers[1])
  • value stating an arbitrary value used by the operation (e.g. a string, an integer, a boolean, a yaml object)
op: add only for arrays

Using op: add only works as expected when path points to an array value. Using op: add to add properties to an object (e.g. deployments[*].helm.values) will not work and instead replace all existing properties.

Array Paths

When you want to define a path that contains an array (e.g. deployments), you have several options:

  1. Use the index of the array item you want to patch, e.g. deployments[0], deployments/0
  2. Use a property selector matching the array item(s) you want to patch, e.g. deployments.name=backend
  3. Use a wildcard selector to match all array item(s), e.g. deployments.*,deployments[*] or deployments/*
  4. Use a comparison selector matching the array item(s) you want to patch, e.g. deployments[?(@.helm.timeout=='1000s')]
  5. Use a regular expression selector matching the array item(s) you want to patch, e.g. deployments[?(@.name=~/^production/)]

Using a selector rather than the array index is often better because it is more resilient and will not cause any issues even if the order of an array's items is changed later on. A selector is also able to select multiple array items if all of them have the same value for this property.

Value For Replace / Add

If you use the replace or add operation, value is a mandatory property.

info

If value is defined, the new value must provide the correct type to be used when adding or replacing the existing value found under path using the newly provided value, e.g. an array must be replaced with an array.

note

The patches of a profile can modify all parts of the configuration except the sections profiles and commands.

Example: Config Patches#

images:
backend:
image: john/devbackend
backend-debugger:
image: john/debugger
deployments:
- name: backend
helm:
componentChart: true
values:
containers:
- image: john/devbackend
- image: john/debugger
profiles:
- name: staging
patches:
- op: replace
path: images.backend.image
value: john/stagingbackend
- op: replace
path: deployments.name=backend.helm.values.containers.image=john/devbackend.image
value: john/stagingbackend
- op: remove
path: deployments.name=backend.helm.values.containers.image=john/debugger
- name: production
patches:
- op: replace
path: images.backend.image
value: john/prodbackend
- op: replace
path: deployments.name=backend.helm.values.containers.image=john/devbackend.image
value: john/prodbackend
- op: replace
path: deployments.name=backend.helm.values.containers.image=john/debugger.image
value: john/cache

Explanation:

  • The above example defines 2 profiles: staging, production
  • Users can use the flag -p staging to use the staging profile for a single command execution
  • Users can use the flag -p production to use the production profile for a single command execution
  • Users can permanently switch to the staging profile using: devspace use profile staging
  • Users can permanently switch to the production profile using: devspace use profile production

Example: Config Patches using Recursive Descent Selectors#

images:
backend:
image: john/devbackend
backend-debugger:
image: john/debugger
deployments:
- name: backend
helm:
componentChart: true
values:
containers:
- image: john/devbackend
- image: john/debugger
profiles:
- name: staging
patches:
- op: replace
path: ..[?(@.image=='john/devbackend')].image
value: john/stagingbackend
- op: remove
path: deployments..[?(@.image=='john/debugger')]
- name: production
patches:
- op: replace
path: ..[?(@.image=='john/devbackend')].image
value: john/prodbackend
- op: replace
path: deployments..[?(@.image=='john/debugger')].image
value: john/cache

Explanation:

  • The above example has the same result as this previous example.
  • By using a recursive descent selector, we can change many image values at once.
  • When the staging profile is used, all image properties that have value john/devbackend are changed to john/stagingbackend, and all deployment containers with image property equal to john/debugger are removed.
  • When the production profile is used, all image properties that have value john/devbackend are changed to john/prodbackend, and all deployment containers with image property equal to john/debugger are changed to john/cache.

Useful Commands#

devspace print -p [profile]#

The following command is useful to verify that the profile modifies the config as intended:

devspace print -p profile-1 -p profile-2

The above command would print the config after applying all profile patches and replace statements from profile-1 first and then profile-2.

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