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First stab at developer-focussed saved objects docs (#71430)
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* First stab at developer-focussed saved objects docs

* Don't introduce spelling mistakes

* Add docs for SO migrations

* Link to HTTP API documentation

* Grammar fixes

* Rendering fixes

* Migrations should be tested, remove nested migration docs for now

* Drop subtitle field in migration, add notes about migration version, behaviour for corrupt documents and emphasize testing

Co-authored-by: Josh Dover <[email protected]>
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rudolf and joshdover authored Sep 28, 2020
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311 changes: 311 additions & 0 deletions docs/developer/architecture/development-plugin-saved-objects.asciidoc
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[[development-plugin-saved-objects]]
== Using Saved Objects

Saved Objects allow {kib} plugins to use {es} like a primary
database. Think of it as an Object Document Mapper for {es}. Once a
plugin has registered one or more Saved Object types, the Saved Objects client
can be used to query or perform create, read, update and delete operations on
each type.

By using Saved Objects your plugin can take advantage of the following
features:

* Migrations can evolve your document's schema by transforming documents and
ensuring that the field mappings on the index are always up to date.
* a <<saved-objects-api,HTTP API>> is automatically exposed for each type (unless
`hidden=true` is specified).
* a Saved Objects client that can be used from both the server and the browser.
* Users can import or export Saved Objects using the Saved Objects management
UI or the Saved Objects import/export API.
* By declaring `references`, an object's entire reference graph will be
exported. This makes it easy for users to export e.g. a `dashboard` object and
have all the `visualization` objects required to display the dashboard
included in the export.
* When the X-Pack security and spaces plugins are enabled these transparently
provide RBAC access control and the ability to organize Saved Objects into
spaces.

This document contains developer guidelines and best-practices for plugins
wanting to use Saved Objects.

=== Registering a Saved Object type
Saved object type definitions should be defined in their own `my_plugin/server/saved_objects` directory.

The folder should contain a file per type, named after the snake_case name of the type, and an `index.ts` file exporting all the types.

.src/plugins/my_plugin/server/saved_objects/dashboard_visualization.ts
[source,typescript]
----
import { SavedObjectsType } from 'src/core/server';
export const dashboardVisualization: SavedObjectsType = {
name: 'dashboard_visualization', // <1>
hidden: false,
namespaceType: 'single',
mappings: {
dynamic: false,
properties: {
description: {
type: 'text',
},
hits: {
type: 'integer',
},
},
},
migrations: {
'1.0.0': migratedashboardVisualizationToV1,
'2.0.0': migratedashboardVisualizationToV2,
},
};
----
<1> Since the name of a Saved Object type forms part of the url path for the
public Saved Objects HTTP API, these should follow our API URL path convention
and always be written as snake case.

.src/plugins/my_plugin/server/saved_objects/index.ts
[source,typescript]
----
export { dashboardVisualization } from './dashboard_visualization';
export { dashboard } from './dashboard';
----

.src/plugins/my_plugin/server/plugin.ts
[source,typescript]
----
import { dashboard, dashboardVisualization } from './saved_objects';
export class MyPlugin implements Plugin {
setup({ savedObjects }) {
savedObjects.registerType(dashboard);
savedObjects.registerType(dashboardVisualization);
}
}
----

=== Mappings
Each Saved Object type can define it's own {es} field mappings.
Because multiple Saved Object types can share the same index, mappings defined
by a type will be nested under a top-level field that matches the type name.

For example, the mappings defined by the `dashboard_visualization` Saved
Object type:

.src/plugins/my_plugin/server/saved_objects/dashboard_visualization.ts
[source,typescript]
----
import { SavedObjectsType } from 'src/core/server';
export const dashboardVisualization: SavedObjectsType = {
name: 'dashboard_visualization',
...
mappings: {
properties: {
dynamic: false,
description: {
type: 'text',
},
hits: {
type: 'integer',
},
},
},
migrations: { ... },
};
----

Will result in the following mappings being applied to the `.kibana` index:
[source,json]
----
{
"mappings": {
"dynamic": "strict",
"properties": {
...
"dashboard_vizualization": {
"dynamic": false,
"properties": {
"description": {
"type": "text",
},
"hits": {
"type": "integer",
},
},
}
}
}
}
----

Do not use field mappings like you would use data types for the columns of a
SQL database. Instead, field mappings are analogous to a SQL index. Only
specify field mappings for the fields you wish to search on or query. By
specifying `dynamic: false` in any level of your mappings, {es} will
accept and store any other fields even if they are not specified in your mappings.

Since {es} has a default limit of 1000 fields per index, plugins
should carefully consider the fields they add to the mappings. Similarly,
Saved Object types should never use `dynamic: true` as this can cause an
arbitrary amount of fields to be added to the `.kibana` index.

=== References
When a Saved Object declares `references` to other Saved Objects, the
Saved Objects Export API will automatically export the target object with all
of it's references. This makes it easy for users to export the entire
reference graph of an object.

If a Saved Object can't be used on it's own, that is, it needs other objects
to exist for a feature to function correctly, that Saved Object should declare
references to all the objects it requires. For example, a `dashboard`
object might have panels for several `visualization` objects. When these
`visualization` objects don't exist, the dashboard cannot be rendered
correctly. The `dashboard` object should declare references to all it's
visualizations.

However, `visualization` objects can continue to be rendered or embedded into
other dashboards even if the `dashboard` it was originally embedded into
doesn't exist. As a result, `visualization` objects should not declare
references to `dashboard` objects.

For each referenced object, an `id`, `type` and `name` are added to the
`references` array:

[source, typescript]
----
router.get(
{ path: '/some-path', validate: false },
async (context, req, res) => {
const object = await context.core.savedObjects.client.create(
'dashboard',
{
title: 'my dashboard',
panels: [
{ visualization: 'vis1' }, // <1>
],
indexPattern: 'indexPattern1'
},
{ references: [
{ id: '...', type: 'visualization', name: 'vis1' },
{ id: '...', type: 'index_pattern', name: 'indexPattern1' },
]
}
)
...
}
);
----
<1> Note how `dashboard.panels[0].visualization` stores the `name` property of
the reference (not the `id` directly) to be able to uniquely identify this
reference. This guarantees that the id the reference points to always remains
up to date. If a visualization `id` was directly stored in
`dashboard.panels[0].visualization` there is a risk that this `id` gets
updated without updating the reference in the references array.

==== Writing Migrations

Saved Objects support schema changes between Kibana versions, which we call
migrations. Migrations are applied when a Kibana installation is upgraded from
one version to the next, when exports are imported via the Saved Objects
Management UI, or when a new object is created via the HTTP API.

Each Saved Object type may define migrations for its schema. Migrations are
specified by the Kibana version number, receive an input document, and must
return the fully migrated document to be persisted to Elasticsearch.

Let's say we want to define two migrations:
- In version 1.1.0, we want to drop the `subtitle` field and append it to the
title
- In version 1.4.0, we want to add a new `id` field to every panel with a newly
generated UUID.

First, the current `mappings` should always reflect the latest or "target"
schema. Next, we should define a migration function for each step in the schema
evolution:

src/plugins/my_plugin/server/saved_objects/dashboard_visualization.ts
[source,typescript]
----
import { SavedObjectsType, SavedObjectMigrationFn } from 'src/core/server';
import uuid from 'uuid';
interface DashboardVisualizationPre110 {
title: string;
subtitle: string;
panels: Array<{}>;
}
interface DashboardVisualization110 {
title: string;
panels: Array<{}>;
}
interface DashboardVisualization140 {
title: string;
panels: Array<{ id: string }>;
}
const migrateDashboardVisualization110: SavedObjectMigrationFn<
DashboardVisualizationPre110, // <1>
DashboardVisualization110
> = (doc) => {
const { subtitle, ...attributesWithoutSubtitle } = doc.attributes;
return {
...doc, // <2>
attributes: {
...attributesWithoutSubtitle,
title: `${doc.attributes.title} - ${doc.attributes.subtitle}`,
},
};
};
const migrateDashboardVisualization140: SavedObjectMigrationFn<
DashboardVisualization110,
DashboardVisualization140
> = (doc) => {
const outPanels = doc.attributes.panels?.map((panel) => {
return { ...panel, id: uuid.v4() };
});
return {
...doc,
attributes: {
...doc.attributes,
panels: outPanels,
},
};
};
export const dashboardVisualization: SavedObjectsType = {
name: 'dashboard_visualization', // <1>
/** ... */
migrations: {
// Takes a pre 1.1.0 doc, and converts it to 1.1.0
'1.1.0': migrateDashboardVisualization110,
// Takes a 1.1.0 doc, and converts it to 1.4.0
'1.4.0': migrateDashboardVisualization140, // <3>
},
};
----
<1> It is useful to define an interface for each version of the schema. This
allows TypeScript to ensure that you are properly handling the input and output
types correctly as the schema evolves.
<2> Returning a shallow copy is necessary to avoid type errors when using
different types for the input and output shape.
<3> Migrations do not have to be defined for every version. The version number
of a migration must always be the earliest Kibana version in which this
migration was released. So if you are creating a migration which will be
part of the v7.10.0 release, but will also be backported and released as
v7.9.3, the migration version should be: 7.9.3.

Migrations should be written defensively, an exception in a migration function
will prevent a Kibana upgrade from succeeding and will cause downtime for our
users. Having said that, if a document is encountered that is not in the
expected shape, migrations are encouraged to throw an exception to abort the
upgrade. In most scenarios, it is better to fail an upgrade than to silently
ignore a corrupt document which can cause unexpected behaviour at some future
point in time.

It is critical that you have extensive tests to ensure that migrations behave
as expected with all possible input documents. Given how simple it is to test
all the branch conditions in a migration function and the high impact of a bug
in this code, there's really no reason not to aim for 100% test code coverage.
6 changes: 5 additions & 1 deletion docs/developer/architecture/index.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -15,12 +15,16 @@ A few services also automatically generate api documentation which can be browse
A few notable services are called out below.

* <<development-security>>
* <<development-plugin-saved-objects>>
* <<add-data-tutorials>>
* <<development-visualize-index>>

include::security/index.asciidoc[leveloffset=+1]

include::development-plugin-saved-objects.asciidoc[leveloffset=+1]

include::add-data-tutorials.asciidoc[leveloffset=+1]

include::development-visualize-index.asciidoc[leveloffset=+1]

include::security/index.asciidoc[leveloffset=+1]

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