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Deprecated

This repository is no longer maintained. For a more up-to-date way to manage microVMs, please take a look at Flintlock.

Weave libgitops

A library of tools for manipulation and storage of Kubernetes-style objects with inbuilt GitOps functionality. Weave libgitops builds on top of the Kubernetes API Machinery.

The library consists of several components, including (but not limited to):

YAML/JSON Serializer - pkg/serializer

The libgitops Serializer is a powerful extension of the Kubernetes API Machinery serialization/manifest manipulation tools.

It operates on Kubernetes runtime.Object compliant objects (types that implement metav1.TypeMeta), and focuses on streamlining the user experience of dealing with encoding/decoding, versioning (GVKs), conversions and defaulting.

It also supports API types built with controller-runtime.

Feature highlight:

  • Preserving of Comments (even through conversions)
  • Strict Decoding
  • Multi-Frame Support (multiple documents in one file)
  • Works with all Kubernetes-like objects

Example usage:

// Create a serializer instance for Kubernetes types
s := serializer.NewSerializer(scheme.Scheme, nil)

// Read all YAML documents, frame by frame, from STDIN
fr := serializer.NewYAMLFrameReader(os.Stdin)

// Decode all YAML documents from the FrameReader to objects
objs, err := s.Decoder().DecodeAll(fr)

// Write YAML documents, frame by frame, to STDOUT
fw := serializer.NewYAMLFrameWriter(os.Stdout)

// Encode all objects as YAML documents, into the FrameWriter
err = s.Encoder().Encode(fw, objs...)

See the pkg/serializer package for details.

Note: If you need to manipulate unstructured objects (not struct-backed, not runtime.Object compliant), the kyaml library from kustomize may be a better fit.

The extended runtime - pkg/runtime

The pkg/runtime package provides additional definitions and helpers around the upstream API Machinery runtime. The most notable definition is the extended runtime.Object (from herein pkg/runtime.Object):

// Object is an union of the Object interfaces that are accessible for a
// type that embeds both metav1.TypeMeta and metav1.ObjectMeta.
type Object interface {
    runtime.Object
    metav1.ObjectMetaAccessor
    metav1.Object
}

Any struct that embeds both metav1.TypeMeta and metav1.ObjectMeta inline, and has the automatically-generated deep-copy code using the tag // +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object will implement pkg/runtime.Object. See an example in cmd/sample-app/apis/sample.

This extended pkg/runtime.Object is used heavily in the storage subsystem described below.

The storage system - pkg/storage

The storage system is a collection of interfaces and reference implementations for storing Kubernetes-like objects (that comply to the extended pkg/runtime.Object described above). It can be thought of as a database abstraction layer for objects based on how the interfaces are laid out.

There are three "layers" of storages:

RawStorage interface

The RawStorage interfaces deal with bytes, this includes RawStorage and MappedRawStorage. It is essentially a filesystem abstraction.

  • GenericRawStorage is a generic implementation of RawStorage, storing all objects as files on disk using the following path pattern: <top-level-dir>/<kind>/<identifier>/metadata.json.
  • GenericMappedRawStorage is a generic implementation of MappedRawStorage, keeping track of mappings between ObjectKeys and the real file path on disk. This might be used for e.g. a Git repository where the file structure and contents don't follow a specific format, but mappings need to be registered separately.

Storage interfaces

"Generic" Storage interfaces deal with objects, this includes Storage, TransactionStorage and EventStorage.

  • The Storage interface is a union of two smaller interfaces, ReadStorage and WriteStorage. It exposes CRUD operations like Get, List, Create, Update, Delete.
  • TransactionStorage extends ReadStorage with a Transaction method, which temporarily gives access to also the WriteStorage part when the transaction is active.
  • EventStorage allows the user to subscribe to object events arising from changes by other actors in the system, e.g. a new object was added, or that someone changed or deleted some other object.

Storage implementations

"High-level" Storage implementations bind together multiple Storages, this includes GenericWatchStorage, GitStorage and ManifestStorage.

  • GenericStorage is a generic implementation of Storage, using the given RawStorage and Serializer to provide object operations to the user.
  • GenericWatchStorage is an implementation of EventStorage, using inotify to watch a directory on disk. It sends update events to a registered channel. It is a superset of and extends a given Storage.
  • GitStorage takes in a GitDirectory a PullRequestProvider and a Serializer. It watches for new commits automatically pulled by the GitDirectory, and re-syncs the underlying GenericMappedRawStorage. It implements the TransactionStorage interface, and when the transaction is active, allows writing which then yields a new branch and commit, pushed to the origin. Lastly, it can, using the PullRequestProvider create a Pull Request for the branch. In the future, it should also implement EventStorage.
  • ManifestStorage watches a directory on disk using GenericWatchStorage, uses a GenericStorage for object operations, and a GenericMappedRawStorage for files. Using it, implementing EventStorage, you can subscribe to file update/create/delete events in a given directory, e.g. a cloned Git repository or "manifest directory".

Example on how the storages interact:

Storages on byte and object level

Example of TransactionStorage and EventStorage

See the pkg/storage package for details.

The filtering framework - pkg/filter

The filtering framework provides interfaces for pkg/runtime.Object filters and provides some basic filter implementations. These are used in conjunction with storages when running Storage.Find and Storage.List calls.

There are two interfaces:

  • ListFilter describes a filter implementation that filters out objects from a given list, like a UNIX pipe.
  • ObjectFilter describes a filter implementation returning a boolean for if a single given object is a match.

There is an ObjectToListFilter helper provided for easily creating ListFilters out of simpler ObjectFilters.

See the pkg/filter package for details.

The GitDirectory - pkg/gitdir

The GitDirectory is an abstraction layer for a temporary Git clone. It pulls and checks out new changes periodically in the background. It allows high-level access to write operations like creating a new branch, committing, and pushing.

It is currently utilizing some functionality from go-git-providers, but should be refactored to utilize it more thoroughly. See weaveworks/libgitops#38 for more details regarding the integration.

See the pkg/gitdir package for details.

Utilities - pkg/util

This package contains utilities used by the rest of the library. The most interesting thing here is the Patcher under pkg/util/patch, which can be used to apply patches to pkg/runtime.Object compliant types.

Sample implementations

All sample binaries in this repo are operating on a sample type called Car, that looks something like this:

apiVersion: sample-app.weave.works/v1alpha1
kind: Car
metadata:
  creationTimestamp: "2020-08-17T14:33:16Z"
  name: foo
  namespace: default
spec:
  brand: SAAB
  engine: The best one
  yearModel: "2008"
status:
  acceleration: 0
  distance: 12176941420362965433
  persons: 0
  speed: 53.37474583162469

All binaries let you access the data and fake a modification event using a sample webserver running on localhost:8888.

sample-gitops

This is a sample binary that:

a) clones a Git repo of your choice to a temporary directory, and authenticates using given id_rsa and known_hosts files. Create a Git repo with e.g. the sample file above, and set up SSH credentials. b) exposes all Cars in your Git repository at URL GET localhost:8888/git/ c) lets you fake a "reconciler spec/status write" event at path PUT localhost:8888/git/<name>, where name is the name of the Car in your repo you want to modify d) re-syncs every 10 seconds, and tries to pull the git repo e) has an inotify watch on the temporary Git clone, so it will log all objects that have been changed as they happen in Git (e.g. from new commits)

When you modify the "desired state/current status" using e.g. curl -sSL -X PUT localhost:8888/git/foo, the following will happen:

a) a Transaction will be started, which means git pull and git checkout -b <name>-update-<random_sha> will be executed b) Storage.Get for the Car with the given name will be requested c) the Car's .status.distance and .status.speed fields are updated to random numbers, and Storage.Update is run d) the transaction is "committed" by returning a transaction.PullRequestResult e) when the transaction ends, git commit -A -m <message>, git push and git checkout <main> will be executed. The git pull loop is resumed. f) as a transaction.PullRequestResult was returned (and not transaction.CommitResult), the code will also use a transaction.PullRequestProvider to create a PR towards the repo. The configured provider is for now GitHub-only, and configured through passing the GITHUB_TOKEN environment variable. g) the PR will be created for the given branch, with the given assignees, labels and milestone h) once the PR is merged, the git pull loop will eventually download the new commit, and the inotify watch will tell which files were changed.

sample-gitops Usage

$ make
...
$ bin/sample-gitops --help
Usage of bin/sample-gitops:
    --author-email string    Author email for Git commits (default "[email protected]")
    --author-name string     Author name for Git commits (default "Weave libgitops")
    --git-url string         HTTPS Git URL; where the Git repository is, e.g. https://github.com/luxas/ignite-gitops
    --identity-file string   Path to where the SSH private key is
    --pr-assignees strings   What user logins to assign for the created PR. The user must have pull access to the repo.
    --pr-milestone string    What milestone to tag the PR with
    --version                Show version information and exit

You also need to set GITHUB_TOKEN in order to be able to create the PR.

sample-watch

sample-watch demonstrates use of the inotify GenericWatchStorage on a customizable directory.

When running it, create a file (e.g. the example above) anywhere in the folder you're watching. You'll see it being noticed in the log. Once that's done, you can curl it like this: curl -sSL localhost:8888/watch/<name>, where name equals .metadata.name of the object you just put in the dir.

You can also write a new status using curl -sSL -X PUT localhost:8888/watch/foo, so that the next time you get it as per above, you can see the status has changed.

sample-watch Usage

$ make
...
$ bin/sample-watch --help
Usage of bin/sample-watch:
    --version            Show version information and exit
    --watch-dir string   Where to watch for YAML/JSON manifests (default "/tmp/libgitops/watch")

sample-app

sample-app is using the GenericStorage and GenericRawStorage on the directory of your choice. The path where the objects are stored are of the form <top-level-dir>/<kind>/<identifier>/metadata.json.

Use it as follows:

a) create a new Car using curl -sSL -X POST localhost:8888/plain/foo b) see the object in e.g. using cat /tmp/libgitops/manifest/Car/default/foo/metadata.yaml c) get it through the webserver using curl -sSL localhost:8888/plain/foo d) update status through curl -sSL -X PUT localhost:8888/plain/foo

sample-app Usage

$ make
...
$ bin/sample-app --help
Usage of bin/sample-app:
    --data-dir string   Where to store the YAML files (default "/tmp/libgitops/manifest")
    --version           Show version information and exit

Getting Help

If you have any questions about, feedback for or problems with libgitops:

We follow the CNCF Code of Conduct.

Your feedback is always welcome!

Maintainers

Notes

This project was formerly called gitops-toolkit, but has now been given a more descriptive name. If you've ended up here, you might be looking for the real GitOps Toolkit.