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design: resource dependency in OAM
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# Resource Dependency in OAM | ||
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- Owner: Hongchao Deng (@hongchaodeng) | ||
- Date: 05/17/2020 | ||
- Status: Draft | ||
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## Background | ||
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Creating one application service or resource often relies on other services or resources to be ready. | ||
This is a well-known pattern called dependency. | ||
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In OAM, we talk about dependency in two different contexts: | ||
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1. **Inter ApplicationConfiguration**: | ||
There is dependency workflow between multiple ApplicationConfigurations. This usually can be achieved | ||
via external workflow engine such as Tekton/Argo Workflow. | ||
2. **Intra ApplicationConfiguration**: | ||
There is dependency between Components and Traits within the same ApplicationConfiguration. | ||
Since they are applied at the same time, external workflow engine couldn't do anything to control their ordering. | ||
It is the OAM runtime that needs to satisfy this requirement. | ||
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In this proposal, we are handling the second case, *Intra ApplicationConfiguration* dependency. | ||
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## Goals | ||
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This proposal includes the following goals: | ||
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1. **Describe ordering for k8s-style resources**. | ||
The ordering between resources means creating one resource after another. | ||
For example, resource A could not be created until resource B has been created and provided outputs. | ||
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2. **Describe field data passing between resources**. | ||
It is still not enough to solve only ordering problem. We also need to handle field data passing. | ||
For example, resource A's field "spec.connSecret" relies on resource B's field "status.connSecret". | ||
This means the field data of one resource is passed from another field of other resource and needs to wait the field data to be ready. | ||
In fact, ordering in the first goal can be modeled as data dependency as well except that the receiver doesn't use the data. | ||
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3. **OAM native experience**. | ||
OAM has application concepts like Components, Traits, etc. | ||
The solution should provide OAM native experience and written as native fields. | ||
But OAM resources are k8s resources too. | ||
The core dependency engine should be generic enough to extend to more OAM resources. | ||
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In the following, we will go through the use cases first and then propose a solution to satisfy them. | ||
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## Use Cases | ||
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### 1. Web app and database | ||
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An applicationConfiguration consists of two components: web and db (database). | ||
Web component should not be created until db component is created, | ||
including public endpoint and connection secret to be made ready. | ||
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### 2. ML app workflow | ||
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An ML applicationConfiguration from [Hypercycle ML](http://www.4paradigm.com/product/hypercycleml) | ||
has three components: | ||
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- preprocess | ||
- training | ||
- serving | ||
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They have strict ordering: | ||
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``` | ||
preprocess -> training -> serving | ||
``` | ||
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Each component has to wait for data to be finished processing by the previous stage. | ||
Today, ML frameworks including Tensorflow do not handle such dependency issue. | ||
They rely on external tools (e.g. Argo Workflow) to handle it. | ||
If we want to model them as Components in the same ApplicationConfiguration, the external tools could not help in this case. | ||
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### 3. Service-binding Trait | ||
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Service binding is an OAM trait that we develop to bind user specified input such as env or file path | ||
to specific data sources such as secrets or events. | ||
More background introduction can be found in this [slides](https://docs.google.com/presentation/d/1PseN_8_zZH8clWZJzP8tuRMpz51SxQb-mKeG1f4QVZQ/edit?usp=sharing). | ||
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A service binding trait needs to be applied before creating the component. | ||
Moreover, this kind of trait ordering is quite general and applies to many other traits we have seen. | ||
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### 4. NSQ deployment | ||
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An [NSQ](https://github.com/nsqio/nsq) cluster is composed with three components: nsqd, nsqlookup and nsqadmin. | ||
To set up a `nsq` cluster, one needs to first make sure that the `nsqd` component is up, then start and make sure that the `nsqlookup` component is up, and run the `nsqadmin` component at last. | ||
nsqlookup consumes the result of nsqd component instance, and nsqadmin consumes the result of nsqlookup component instance. | ||
If we couldn't describe the dependencies order between the components, the component couldn't run properly. | ||
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This is similar to [kubernetes#65502](https://github.com/kubernetes/kubernetes/issues/65502) , the issue describes dependencies between containers on the same Pod, while we are discussing dependencies between components. | ||
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### 5. etcd cluster backup | ||
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An etcd cluster would be created via EtcdCluster CR, and automatic periodic etcd backup would be made via EtcdBackup CR. | ||
In OAM, we model EtcdCluster as Component and EtcdBackup as Trait. | ||
However, the EtcdBackup depends on the connection secret specified in `status.connSecret` field of EtcdCluster. | ||
In other words, the EtcdBackup trait depends on EtcdCluster component. | ||
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### 6. Ingress after component | ||
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We have an ingress implementation that requires the microservice component must be setup before applying ingress entry. | ||
In this case, the ingress trait should only be created after the component is ready. | ||
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## Proposal | ||
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The overall idea is to have each resource specify data inputs coming from data outputs (i.e. other resources' fields). | ||
The OAM runtime will build the dependency graph accordingly and only create dependent resources once the data outputs are ready. | ||
To achieve this, we propose: | ||
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1. Add a field `dataOutputs` in Component configuration to specify a data output source: | ||
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```yaml | ||
dataOutputs: | ||
- name: <dataoutput-name> | ||
fieldPath: <object-field-path> | ||
``` | ||
For example, a my-rds database that outputs connection secret could be specified as: | ||
```yaml | ||
kind: Component | ||
metadata: | ||
name: my-rds | ||
spec: | ||
workload: | ||
... # connection secret name will be written to 'status.connSecret' | ||
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--- | ||
kind: ApplicationConfiguration | ||
spec: | ||
components: | ||
- componentName: my-rds | ||
dataOutputs: | ||
- name: mysql-conn-secret | ||
fieldPath: status.connSecret | ||
``` | ||
2. Add a field `dataInputs` in Component configuration to specify a data input: | ||
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```yaml | ||
dataInputs: | ||
- valueFrom: | ||
dataOutputName: <dataoutput-object-name> | ||
toFieldPaths: <field-paths-to-fill> | ||
``` | ||
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For example, web app's dependency on RDS's database secret could be specified as: | ||
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```yaml | ||
kind: ApplicationConfiguration | ||
spec: | ||
components: | ||
- componentName: my-rds | ||
dataOutputs: | ||
- name: mysql-conn-secret | ||
fieldPath: status.connSecret | ||
- componentName: my-web | ||
dataInputs: | ||
- valueFrom: | ||
# Specify the dependency on a data output. | ||
# The component's workload won't be created until the data output has returned value to fill workload's fieldPaths. | ||
dataOutputName: mysql-conn-secret | ||
toFieldPaths: | ||
- "spec.connSecret" | ||
``` | ||
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In this case, the OAM runtime will automatically build a dependency from `my-web` to `my-rds`. | ||
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It will wait until `my-rds` object's field `status.connSecret` has value: | ||
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```yaml | ||
apiVersion: example.io/v1alpha1 | ||
kind: RDSInstance | ||
metadata: | ||
name: my-rds | ||
status: | ||
connSecret: mysql-conn # OAM runtime will wait for this field to have value | ||
``` | ||
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Once the dependency has been satisfied, the OAM runtime will create `my-web` workload with | ||
the corresponding field paths patched with values from data outputs. | ||
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```yaml | ||
kind: MyWorkload | ||
metadata: | ||
name: my-web | ||
spec: | ||
connSecret: mysql-conn # patched by OAM runtime | ||
``` | ||
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3. Similary, add fields `dataOutputs` and `dataInputs` in Trait configuration to specify the dependency on data output objects. | ||
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For example, we have an etcd backup trait that relies on the data output from an etcd cluster resource. | ||
We can specify it as: | ||
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```yaml | ||
kind: ApplicationConfiguration | ||
spec: | ||
components: | ||
- componentName: my-etcd-cluster | ||
dataoutputs: | ||
- name: etcd-conn-secret | ||
fieldpath: "status.connSecret" | ||
traits: | ||
- trait: | ||
apiVersion: example.io/v1alpha1 | ||
kind: EtcdBackup | ||
metadata: | ||
name: my-etcd-backup | ||
dataInputs: | ||
- valueFrom: # An EtcdBackup trait has dependency on some DataOutput to fill its fields. | ||
dataOutputName: etcd-conn-secret | ||
toFieldPaths: | ||
- spec.connSecret | ||
``` | ||
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In this case, the EtcdBackup CR creation will be hold until EtcdCluster CR has outputed value in `status.connSecret` | ||
and passed to EtcdBackup CR field `spec.connSecret`. | ||
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### Limitations | ||
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1. All the resources in the dependency graph should be created and managed by OAM runtime. | ||
2. This proposal is designed only for creating resources. After resources have been created, subsequent data output updates will not trigger any actions. | ||
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### Generic core engine consideration | ||
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The design of resource dependency is a pretty generic engine that works for any k8s resources. | ||
Even though we use OAM native fields like `dataInputs` or `dataOutputs` fields, those are just representation layer. | ||
The underlying dependency engine along with the DataInput and DataOutput model is the core implementation, | ||
which should be generic enough to convert or adopt future concepts or fields. | ||
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## Impact to existing system | ||
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This proposal is additional to existing OAM runtime. It would not affect any existing deployments. | ||
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If dataOutputName in a data input doesn't match any name of the data outputs, it would fail the deployment. | ||
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### Spec upgrade path consideration | ||
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Initially the feature will be experimental. It might change iteratively. | ||
Once that happens, we strive to keep it upgradeable between two releases. | ||
Here we discuss an idea to upgrade if that happens. | ||
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The core dependency engine in OAM runtime is a generic implementation. | ||
We would map APIs to underlying DataInput/DataOutput objects. | ||
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It's inevitable that an intermediate phase where both old and new APIs co-exist. | ||
But they don't both exist in the same ApplicationConfiguration. | ||
Only one could exist and we don't need to handle any conflicts. | ||
In that case, We could add an webhook to translate the old to the new API. | ||
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## Solution examples | ||
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In this section we are providing more solution examples for dependency use cases. | ||
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1. Web app and database. | ||
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```yaml | ||
kind: Component | ||
metadata: | ||
name: my-rds | ||
spec: | ||
workload: | ||
kind: RDSInstance | ||
metadata: | ||
name: my-rds | ||
--- | ||
kind: Component | ||
metadata: | ||
name: my-web | ||
spec: | ||
workload: | ||
kind: MyWorkload | ||
metadata: | ||
name: my-web | ||
--- | ||
kind: ApplicationConfiguration | ||
spec: | ||
components: | ||
- componentName: my-web | ||
dataInputs: | ||
- valueFrom: | ||
dataOutputName: mysql-conn-secret | ||
toFieldPaths: | ||
- "spec.connSecret" | ||
- componentName: my-rds | ||
dataOutputs: | ||
- name: mysql-conn-secret | ||
fieldPath: "status.connSecret" | ||
``` | ||
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2. Service binding trait must start before component. | ||
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ApplicationConfiguration : | ||
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```yaml | ||
kind: ApplicationConfiguration | ||
spec: | ||
components: | ||
- componentName: my-web | ||
dataInputs: | ||
- fieldPaths: [] # This data input is for ordering purpose only | ||
valueFrom: | ||
dataOutputName: my-secret-binding | ||
traits: | ||
- trait: | ||
apiVersion: core.oam.dev/v1alpha1 | ||
kind: ServiceBinding | ||
metadata: | ||
name: my-secret-binding | ||
spec: | ||
from: | ||
secret: | ||
name: my-secret | ||
to: | ||
env: true | ||
dataOutputs: | ||
- name: my-secret-binding | ||
fieldPath: status.ready | ||
``` | ||
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