Querying Data
This page walks through the main ways to query data in SpiceDB. The options are listed roughly in the order of how often you should be calling them, and roughly in order of their expected performance. Choose the one that makes sense for your use case, but consider whether your use case actually requires the call you’re looking at.
In most of the APIs below, if you want to be able to read your write, you can
pass a consistency parameter to the queries. Use either fully_consistent
or at_least_as_fresh(revision) depending on how strict you need to be. See
Consistency for more details.
When invoking any of our APIs, you can send a header X-Request-ID=somevalue
and it will be echoed back in the response, which makes correlating logs or
tracing requests easy.
Check Permission
Send:
- Subject Type
- Subject ID
- Permission (or relation)
- Object Type
- Object ID
Receive:
- Yes/no (or a provisional response if missing caveat data)
CheckPermission is the go-to for most access checks. It’s designed for high-traffic workloads.
You can debug a check locally with zed permission check resource:someresource somepermission user:someuser --explain to understand how the decision was made.
When your schema uses caveats and you don’t provide all the required context in the request parameters, the API will tell you that in the response that the result is “conditional” instead of simply denying or allowing, and it’s up to you to inspect that result.
The subject of the query can be a single user (e.g. user:someuser) or a set of users (e.g. group:engineering#member).
CheckBulkPermissions
Send Many:
- Subject Type
- Subject ID
- Permission (or relation)
- Object Type
- Object ID
Receive Many:
- Yes/no (or a provisional response if missing caveat data)
If your app needs to do multiple checks (for example, for various subjects), use the CheckBulkPermissions API. It’s great for UI workloads where you need to check multiple permissions at once: think tables, lists, and dashboards.
It’s also the recommended way to ask “what permissions does a given subject have on a resource?” Make a check for each permission in your schema. This will require you to update calling code when you add permissions, but the consuming code will need to be changed to include the logic associated with the new permission in any case.
It’s always preferable to perform one call to CheckBulkPermissions with N checks than N calls to CheckPermission, unless you don’t want to wait for the N checks to finish.
LookupResources
Send:
- Subject Type
- Subject ID
- Permission (or relation)
- Object Type
Receive many:
- Object ID
LookupResources is a good choice when you need to find all resources of a given type that a specific subject can access. It supports cursoring and works well for moderate result sizes.
It’s a good way to do prefiltering of results in a List endpoint, but it’s a heavy request that can cause performance problems when more than 10k results are involved. In that case we recommend postfiltering with CheckBulk, and if that still doesn’t work, we recommend evaluating Materialize.
LookupSubjects
Send:
- Subject Type
- Permission (or relation)
- Object Type
- Object ID
Receive many:
- Subject ID
LookupSubjects returns
all subjects that have access to a specific resource. It does not support cursoring.
It’s commonly used to drive UIs and APIs that list users with given permission or set of permissions, such as a table of Admins on a particular Organization.
Note that LookupSubjects will do a full path walk between an object and a subject, and will consider all valid paths between object and subject.
If you are looking to find all the subjects that are on a specific relation, use ReadRelationships instead of LookupSubjects.
If your schema includes exclusions and wildcards, the response can include a list of subjects that have been explicitly excluded.
For example, if the schema is
definition user {}
definition document {
relation blocked: user
relation view: user:*
permission viewer = view - blocked
}and the relationships are
document:finance#view@user:*
document:finance#blocked@user:anne
document:finance#blocked@user:bobThen LookupSubjects for document:finance will return a response of the form {user:* - [user:anne,user:bob]}.
ReadRelationships
ReadRelationships is intended a an escape hatch,
and should only be considered if no other API matches your use case.
It’s considerably more flexible in that you can send any combination of:
- Subject Type
- Subject ID
- Permission (or relation)
- Object Type
- Object ID
And receive all relationships that match that filter, but it comes with some important caveats:
- It’s generally less optimized than the
CheckandLookupAPIs because of that flexibility - It does no caching. The
CheckandLookupAPIs gain much of their performance by caching the results of subproblem computation;ReadRelationshipsdoes no caching and will go directly to the database every time. - The indexes in the backing datastores are optimized around the
CheckandLookupAPIs, so it’s possible to craft aReadRelationshipsrequest that misses indexes and requires a full table scan. This is because covering all combinations of filters with an index would impact write performance too much.
Some use cases where ReadRelationships may be warranted:
- Deleting all relationships in a subtree, where a simple RelationshipFilter in a DeleteRelationships would be insufficient
- Admin UIs that show lists of roles or relationships between objects
Watch
The Watch API is not meant to answer permission questions but to serve other use-cases, like auditing. See the Watch API documentation for more details.
ExpandPermissionTree
This ExpandPermissionTree API comes from the Zanzibar Paper . It allows you to examine the subtree of relationships around a particular point in the graph, and is useful in scenarios like your UI needing to show which users and groups have access to something.
In practice we don’t see many uses of this API, especially because it only resolves one “hop” in the graph at a time and must be called repeatedly to get a full picture of a subtree.