How to get tuple changes

This section illustrates how to call the Read Changes API to get the list of relationship tuple changes that happened in your store, in the exact order that they happened. The API response includes tuples that have been added or removed in your store. It does not include other changes, like updates to your authorization model and adding new assertions.

Before you start

Deploy an instance of the OpenFGA server, and have ready the values for your setup: FGA_STORE_ID, FGA_API_URL and, if needed, FGA_API_TOKEN.
You have installed the SDK.
You have configured the authorization model and added some relationship tuples.
You have loaded FGA_STORE_ID and FGA_API_URL as environment variables.

Deploy an instance of the OpenFGA server, and have ready the values for your setup: FGA_STORE_ID, FGA_API_URL and, if needed, FGA_API_TOKEN.
You have installed the SDK.
You have configured the authorization model and added some relationship tuples.
You have loaded FGA_STORE_ID and FGA_API_URL as environment variables.

Deploy an instance of the OpenFGA server, and have ready the values for your setup: FGA_STORE_ID, FGA_API_URL and, if needed, FGA_API_TOKEN.
You have installed the SDK.
You have configured the authorization model.
You have loaded FGA_STORE_ID and FGA_API_URL as environment variables.

Deploy an instance of the OpenFGA server, and have ready the values for your setup: FGA_STORE_ID, FGA_API_URL and, if needed, FGA_API_TOKEN.
You have installed the SDK.
You have configured the authorization model.
You have loaded FGA_STORE_ID and FGA_API_URL as environment variables.

Deploy an instance of the OpenFGA server, and have ready the values for your setup: FGA_STORE_ID, FGA_API_URL and, if needed, FGA_API_TOKEN.
You have installed the SDK.
You have configured the authorization model.
You have loaded FGA_STORE_ID and FGA_API_URL as environment variables.

Deploy an instance of the OpenFGA server, and have ready the values for your setup: FGA_STORE_ID, FGA_API_URL and, if needed, FGA_API_TOKEN.
You have configured the authorization model and added some relationship tuples.
You have loaded FGA_STORE_ID and FGA_API_URL as environment variables.

Step by step

To get a chronologically ordered list of tuples that have been written or deleted in your store, you can do so by calling the Read Changes API.

01. Configure The OpenFGA API Client

First you will need to configure the API client.

// import the SDK
const { OpenFgaClient } = require('@openfga/sdk');
// Initialize the SDK with no auth - see "How to setup SDK client" for more options
const fgaClient = new OpenFgaClient({
  apiUrl: process.env.FGA_API_URL, // required, e.g. https://api.fga.example
  storeId: process.env.FGA_STORE_ID,
  authorizationModelId: process.env.FGA_MODEL_ID, // Optional, can be overridden per request
});

import (
    "os"
    . "github.com/openfga/go-sdk"
    . "github.com/openfga/go-sdk/client"
)

func main() {
    // Initialize the SDK with no auth - see "How to setup SDK client" for more options
    fgaClient, err := NewSdkClient(&ClientConfiguration{
        ApiUrl:               os.Getenv("FGA_API_URL"), // required, e.g. https://api.fga.example
        StoreId:              os.Getenv("FGA_STORE_ID"), // optional, not needed for `CreateStore` and `ListStores`, required before calling for all other methods
        AuthorizationModelId: os.Getenv("FGA_MODEL_ID"),  // Optional, can be overridden per request
    })

    if err != nil {
    // .. Handle error
    }
}

// import the SDK
using OpenFga.Sdk.Client;
using OpenFga.Sdk.Client.Model;
using OpenFga.Sdk.Model;
using Environment = System.Environment;

namespace Example;

class Example {
    public static async Task Main() {
        // Initialize the SDK with no auth - see "How to setup SDK client" for more options
        var configuration = new ClientConfiguration() {
          ApiUrl = Environment.GetEnvironmentVariable("FGA_API_URL"), ?? "http://localhost:8080", // required, e.g. https://api.fga.example
          StoreId = Environment.GetEnvironmentVariable("FGA_STORE_ID"), // optional, not needed for `CreateStore` and `ListStores`, required before calling for all other methods
          AuthorizationModelId = Environment.GetEnvironmentVariable("FGA_MODEL_ID"), // Optional, can be overridden per request
        };
        var fgaClient = new OpenFgaClient(configuration);
    }
}

import asyncio
import os
from openfga_sdk.client import ClientConfiguration, OpenFgaClient

async def main():
    configuration = ClientConfiguration(
        api_url = os.environ.get('FGA_API_URL'), # required, e.g. https://api.fga.example
        store_id = os.environ.get('FGA_STORE_ID'), # optional, not needed for `CreateStore` and `ListStores`, required before calling for all other methods
        authorization_model_id = os.environ.get('FGA_MODEL_ID'), # Optional, can be overridden per request
    )

    # Enter a context with an instance of the OpenFgaClient
    async with OpenFgaClient(configuration) as fga_client:
        api_response = await fga_client.read_authorization_models()
        await fga_client.close()

asyncio.run(main())

import dev.openfga.sdk.api.client.OpenFgaClient;
import dev.openfga.sdk.api.configuration.ClientConfiguration;

public class Example {
  public static void main(String[] args) throws Exception {
      var config = new ClientConfiguration()
              .apiUrl(System.getenv("FGA_API_URL")) // If not specified, will default to "https://localhost:8080"
              .storeId(System.getenv("FGA_STORE_ID")) // Not required when calling createStore() or listStores()
              .authorizationModelId(System.getenv("FGA_AUTHORIZATION_MODEL_ID")); // Optional, can be overridden per request

      var fgaClient = new OpenFgaClient(config);
  }
}

To obtain the access token:

curl -X POST $FGA_API_TOKEN_ISSUER/oauth/token \
  -H "content-type: application/x-www-form-urlencoded" \
  -d "client_id=$FGA_CLIENT_ID&client_secret=$FGA_CLIENT_SECRET&audience=$FGA_API_AUDIENCE&grant_type=client_credentials"
# Set FGA_API_URL according to the service you are using (e.g. https://api.fga.example)

02. Get changes for all object types

To get a paginated list of changes that happened in your store:

var type = "";
var continuationToken = "";
var pageSize = 25;

await fgaClient.readChanges({ type }, { pageSize, continuationToken });

options := ClientReadChangesOptions{
    PageSize: PtrInt32(25),
}
body := ClientReadChangesRequest{
}

data, err := fgaClient.ReadChanges(context.Background()).
    Body(body).
    Options(options).
    Execute()

if err != nil {
    // .. Handle error
}

var body = new ClientReadChangesRequest {  };
var options = new ClientReadChangesOptions {
    PageSize = 25,
};

var response = await fgaClient.ReadChanges(body, options);

from openfga_sdk.client.models import ClientReadChangesRequest

body = ClientReadChangesRequest()
options = {
    "page_size": 25,
}
response = await fga_client.read_changes(body, options)

var options = new ClientReadChangesOptions()
        .pageSize(25);

var body = new ClientReadChangesRequest();

var response = fgaClient.readChanges(body, options).get();

fga tuple changes --store-id=${FGA_STORE_ID}

# Remove Authorization if your service does not require it.
curl -X GET "$FGA_API_URL/stores/$FGA_STORE_ID/changes?page_size=25" \
  -H "Authorization: Bearer $FGA_API_TOKEN" \
  -H "content-type: application/json"

The result will contain an array of up to 25 tuples, with the operation (write or delete), and the timestamp in which that operation took place. The result will also contain a continuation token. Save the continuation token in persistent storage between calls so that it is not lost and you do not have to restart from scratch on system restart or on error. You can then use this token to get the next set of changes:

var type = "";
var continuationToken = "eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==";
var pageSize = 25;

await fgaClient.readChanges({ type }, { pageSize, continuationToken });

options := ClientReadChangesOptions{
    PageSize: PtrInt32(25),
    ContinuationToken: PtrString("eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ=="),
}
body := ClientReadChangesRequest{
}

data, err := fgaClient.ReadChanges(context.Background()).
    Body(body).
    Options(options).
    Execute()

if err != nil {
    // .. Handle error
}

var body = new ClientReadChangesRequest {  };
var options = new ClientReadChangesOptions {
    PageSize = 25,
    ContinuationToken = "eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==",
};

var response = await fgaClient.ReadChanges(body, options);

from openfga_sdk.client.models import ClientReadChangesRequest

body = ClientReadChangesRequest()
options = {
    "page_size": 25,
    "continuation_token": "eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==",
}
response = await fga_client.read_changes(body, options)

var options = new ClientReadChangesOptions()
        .pageSize(25)
        .continuationToken("eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==");

var body = new ClientReadChangesRequest();

var response = fgaClient.readChanges(body, options).get();

fga tuple changes --store-id=${FGA_STORE_ID} --continuation-token eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==

# Remove Authorization if your service does not require it.
curl -X GET "$FGA_API_URL/stores/$FGA_STORE_ID/changes?page_size=25&continuation_token=eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==" \
  -H "Authorization: Bearer $FGA_API_TOKEN" \
  -H "content-type: application/json"

Once there are no more changes to retrieve, the API will return the same token as the one you sent. Save the token in persistent storage to use at a later time.

The default page size is 50. The maximum page size allowed is 100.
The API response does not expand the tuples. If you wrote a tuple that includes a userset, like {"user": "group:abc#member", "relation": "owner": "doc:budget"}, the Read Changes API will return that exact tuple.

03. Get changes for a specific object type

Imagine you have the following authorization model: It is possible to get a list of changes that happened in your store that relate only to one specific object type, like folder, by issuing a call like this:

var type = "folder";
var continuationToken = "";
var pageSize = 25;

await fgaClient.readChanges({ type }, { pageSize, continuationToken });

options := ClientReadChangesOptions{
    PageSize: PtrInt32(25),
}
body := ClientReadChangesRequest{
    Type: "folder",
}

data, err := fgaClient.ReadChanges(context.Background()).
    Body(body).
    Options(options).
    Execute()

if err != nil {
    // .. Handle error
}

var body = new ClientReadChangesRequest { Type = "folder" };
var options = new ClientReadChangesOptions {
    PageSize = 25,
};

var response = await fgaClient.ReadChanges(body, options);

from openfga_sdk.client.models import ClientReadChangesRequest

body = ClientReadChangesRequest("folder")
options = {
    "page_size": 25,
}
response = await fga_client.read_changes(body, options)

var options = new ClientReadChangesOptions()
        .pageSize(25);

var body = new ClientReadChangesRequest()
        .type("folder");

var response = fgaClient.readChanges(body, options).get();

fga tuple changes --store-id=${FGA_STORE_ID} --type folder

# Remove Authorization if your service does not require it.
curl -X GET "$FGA_API_URL/stores/$FGA_STORE_ID/changes?type=folder&page_size=25" \
  -H "Authorization: Bearer $FGA_API_TOKEN" \
  -H "content-type: application/json"

The response will include a continuation token. In subsequent calls, you have to include the token and the type. (If you send this continuation token without the type parameter set, you will get an error).

var type = "folder";
var continuationToken = "eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==";
var pageSize = 25;

await fgaClient.readChanges({ type }, { pageSize, continuationToken });

options := ClientReadChangesOptions{
    PageSize: PtrInt32(25),
    ContinuationToken: PtrString("eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ=="),
}
body := ClientReadChangesRequest{
    Type: "folder",
}

data, err := fgaClient.ReadChanges(context.Background()).
    Body(body).
    Options(options).
    Execute()

if err != nil {
    // .. Handle error
}

var body = new ClientReadChangesRequest { Type = "folder" };
var options = new ClientReadChangesOptions {
    PageSize = 25,
    ContinuationToken = "eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==",
};

var response = await fgaClient.ReadChanges(body, options);

from openfga_sdk.client.models import ClientReadChangesRequest

body = ClientReadChangesRequest("folder")
options = {
    "page_size": 25,
    "continuation_token": "eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==",
}
response = await fga_client.read_changes(body, options)

var options = new ClientReadChangesOptions()
        .pageSize(25)
        .continuationToken("eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==");

var body = new ClientReadChangesRequest()
        .type("folder");

var response = fgaClient.readChanges(body, options).get();

fga tuple changes --store-id=${FGA_STORE_ID} --type folder --continuation-token eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==

# Remove Authorization if your service does not require it.
curl -X GET "$FGA_API_URL/stores/$FGA_STORE_ID/changes?type=folder&page_size=25&continuation_token=eyJwayI6IkxBVEVTVF9OU0NPTkZJR19hdXRoMHN0b3JlIiwic2siOiIxem1qbXF3MWZLZExTcUoyN01MdTdqTjh0cWgifQ==" \
  -H "Authorization: Bearer $FGA_API_TOKEN" \
  -H "content-type: application/json"

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Learn

How to get tuple changes

Before you start

Step by step

01. Configure The OpenFGA API Client

02. Get changes for all object types

03. Get changes for a specific object type

​Before you start

​Step by step

​01. Configure The OpenFGA API Client

​02. Get changes for all object types

​03. Get changes for a specific object type

Before you start

Step by step

01. Configure The OpenFGA API Client

02. Get changes for all object types

03. Get changes for a specific object type