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모델(Model) 문법

  • A model configuration (CONF) should have at least four sections: [request_definition], [policy_definition], [policy_effect], and [matchers].

  • If a model uses Role-Based Access Control (RBAC), it should also include the [role_definition] section.

  • A model configuration (CONF) can contain comments. Comments start with the # symbol, and everything after the # symbol will be commented out.

요청(Request) 모델 정의

The [request_definition] section defines the arguments in the e.Enforce(...) function.

r = sub, obj, act

In this example, sub, obj, and act represent the classic access triple: the subject (accessing entity), the object (accessed resource), and the action (access method). However, you can customize your own request format. For example, you can use sub, act if you don't need to specify a particular resource, or sub, sub2, obj, act if you have two accessing entities.

Policy Definition

The [policy_definition] is the definition for a policy. It defines the meaning of the policy. For example, we have the following model:

p = sub, obj, act
p2 = sub, act

And we have the following policy (if in a policy file):

p, alice, data1, read
p2, bob, write-all-objects

정책 설정 파일의 각 줄을 정책 규칙이라고 합니다. Each policy rule starts with a policy type, such as p or p2. 여러 종류의 정책 유형을 사용할 때, 어느 정책 유형에 해당하는 지를 가리킵니다. 위 정책은 아래와 같이 연결됩니다. 이 연결 관계는 [matchers] 항목에서 참조할 수 있습니다.

(alice, data1, read) -> (p.sub, p.obj, p.act)
(bob, write-all-objects) -> (p2.sub, p2.act)

The elements in a policy rule are always regarded as strings. If you have any questions about this, please refer to the discussion at:

Policy Effect

[policy_effect]에서 정책 Effect(요청을 허용할지 거부할지 결정) 를 정의합니다. It determines whether the access request should be approved if multiple policy rules match the request. 예를 들어, 한 규칙은 허용하고 다른 규칙은 거부되는 경우가 있습니다.

e = some(where (p.eft == allow))

The above policy effect means that if there's any matched policy rule of allow, the final effect is allow (also known as allow-override). p.eft is the effect for a policy, and it can be either allow or deny. It is optional, and the default value is allow. Since we didn't specify it above, it uses the default value.

Another example for the policy effect is:

e = !some(where (p.eft == deny))

This means that if there are no matched policy rules of deny, the final effect is allow (also known as deny-override). some means that there exists one matched policy rule. any means that all matched policy rules (not used here). The policy effect can even be connected with logical expressions:

e = some(where (p.eft == allow)) && !some(where (p.eft == deny))

This means that there must be at least one matched policy rule of allow, and there cannot be any matched policy rule of deny. Therefore, in this way, both allow and deny authorizations are supported, and the deny overrides.


Although we designed the syntax of the policy effect as above, the current implementations only use hard-coded policy effects. This is because we found that there isn't much need for that level of flexibility. So for now, you must use one of the built-in policy effects instead of customizing your own.

지원되는 빌트인 정책 Effect는 아래와 같습니다.

Policy Effect의미사례
some(where (p.eft == allow))허용 우선ACL, RBAC 등
!some(where (p.eft == deny))거부 우선거부(Deny) 우선
some(where (p.eft == allow)) && !some(where (p.eft == deny))명시적 허용 + 명시적 거부허용/거부
priority(p.eft) || deny우선순위우선순위
subjectPriority(p.eft)priority based on roleSubject-Priority


[matchers] is the definition for policy matchers. The matchers are expressions that define how the policy rules are evaluated against the request.

m = r.sub == p.sub && r.obj == p.obj && r.act == p.act

The above matcher is the simplest and means that the subject, object, and action in a request should match the ones in a policy rule.

Arithmetic operators like +, -, *, / and logical operators like &&, ||, ! can be used in matchers.

Order of expressions in matchers

The order of expressions can greatly affect performance. Take a look at the following example for more details:

const rbac_models = `
r = sub, obj, act

p = sub, obj, act

g = _, _

e = some(where (p.eft == allow))

m = g(r.sub, p.sub) && r.obj == p.obj && r.act == p.act

func TestManyRoles(t *testing.T) {

m, _ := model.NewModelFromString(rbac_models)
e, _ := NewEnforcer(m, false)

roles := []string{"admin", "manager", "developer", "tester"}

// 2500 projects
for nbPrj := 1; nbPrj < 2500; nbPrj++ {
// 4 objects and 1 role per object (so 4 roles)
for _, role := range roles {
roleDB := fmt.Sprintf("%s_project:%d", role, nbPrj)
objectDB := fmt.Sprintf("/projects/%d", nbPrj)
e.AddPolicy(roleDB, objectDB, "GET")
jasmineRole := fmt.Sprintf("%s_project:%d", roles[1], nbPrj)
e.AddGroupingPolicy("jasmine", jasmineRole)

e.AddGroupingPolicy("abu", "manager_project:1")
e.AddGroupingPolicy("abu", "manager_project:2499")

// With same number of policies
// User 'abu' has only two roles
// User 'jasmine' has many roles (1 role per policy, here 2500 roles)

request := func(subject, object, action string) {
t0 := time.Now()
resp, _ := e.Enforce(subject, object, action)
tElapse := time.Since(t0)
t.Logf("RESPONSE %-10s %s\t %s : %5v IN: %+v", subject, object, action, resp, tElapse)
if tElapse > time.Millisecond*100 {
t.Errorf("More than 100 milliseconds for %s %s %s : %+v", subject, object, action, tElapse)

request("abu", "/projects/1", "GET") // really fast because only 2 roles in all policies and at the beginning of the casbin_rule table
request("abu", "/projects/2499", "GET") // fast because only 2 roles in all policies
request("jasmine", "/projects/1", "GET") // really fast at the beginning of the casbin_rule table

request("jasmine", "/projects/2499", "GET") // slow and fails the only 1st time <<<< pb here
request("jasmine", "/projects/2499", "GET") // fast maybe due to internal cache mechanism

// same issue with non-existing roles
// request("jasmine", "/projects/999999", "GET") // slow fails the only 1st time <<<< pb here
// request("jasmine", "/projects/999999", "GET") // fast maybe due to internal cache mechanism

The enforcement time may be very long, up to 6 seconds.

go test -run ^TestManyRoles$ -v

=== RUN TestManyRoles
rbac_api_test.go:598: RESPONSE abu /projects/1 GET : true IN: 438.379µs
rbac_api_test.go:598: RESPONSE abu /projects/2499 GET : true IN: 39.005173ms
rbac_api_test.go:598: RESPONSE jasmine /projects/1 GET : true IN: 1.774319ms
rbac_api_test.go:598: RESPONSE jasmine /projects/2499 GET : true IN: 6.164071648s
rbac_api_test.go:600: More than 100 milliseconds for jasmine /projects/2499 GET : 6.164071648s
rbac_api_test.go:598: RESPONSE jasmine /projects/2499 GET : true IN: 12.164122ms
--- FAIL: TestManyRoles (6.24s)
FAIL 6.244s

However, if we adjust the order of the expressions in matchers and put more time-consuming expressions like functions behind, the execution time will be very short.

Changing the order of expressions in matchers in the above example to:

m = r.obj == p.obj && g(r.sub, p.sub) && r.act == p.act
go test -run ^TestManyRoles$ -v
=== RUN TestManyRoles
rbac_api_test.go:599: RESPONSE abu /projects/1 GET : true IN: 786.635µs
rbac_api_test.go:599: RESPONSE abu /projects/2499 GET : true IN: 4.933064ms
rbac_api_test.go:599: RESPONSE jasmine /projects/1 GET : true IN: 2.908534ms
rbac_api_test.go:599: RESPONSE jasmine /projects/2499 GET : true IN: 7.292963ms
rbac_api_test.go:599: RESPONSE jasmine /projects/2499 GET : true IN: 6.168307ms
--- PASS: TestManyRoles (0.05s)
ok 0.053s

Multiple Section Types

If you need multiple policy definitions or multiple matchers, you can use p2 or m2 as examples. In fact, all four sections mentioned above can use multiple types, and the syntax is r followed by a number, such as r2 or e2. By default, these four sections should correspond one-to-one. For example, your r2 section will only use the m2 matcher to match p2 policies.

You can pass an EnforceContext as the first parameter of the enforce method to specify the types. The EnforceContext is defined as follows:

type EnforceContext struct {
RType string
PType string
EType string
MType string

Here is an example usage. Please refer to the model and policy. The request is as follows:

// Pass in a suffix as a parameter to NewEnforceContext, such as 2 or 3, and it will create r2, p2, etc.
enforceContext := NewEnforceContext("2")
// You can also specify a certain type individually
enforceContext.EType = "e"
// Don't pass in EnforceContext; the default is r, p, e, m
e.Enforce("alice", "data2", "read") // true
// Pass in EnforceContext
e.Enforce(enforceContext, struct{ Age int }{Age: 70}, "/data1", "read") //false
e.Enforce(enforceContext, struct{ Age int }{Age: 30}, "/data1", "read") //true

Special Grammar

You could also use the "in" operator, which is the only operator with a text name. This operator checks the array on the right-hand side to see if it contains a value that is equal to the value on the left side. Equality is determined by using the == operator, and this library does not check the types between the values. As long as two values can be cast to interface{} and can still be checked for equality with ==, they will act as expected. Note that you can use a parameter for the array, but it must be an []interface{}.

Also refer to rbac_model_matcher_using_in_op, keyget2_model, and keyget_model.


r = sub, obj
m = r.sub.Name in (r.obj.Admins)
e.Enforce(Sub{Name: "alice"}, Obj{Name: "a book", Admins: []interface{}{"alice", "bob"}})

Expression Evaluator

각 언어에 있는 조건식 평가기를 사용하여 조건식 평가를 구현되었습니다. 일관된 PERM 언어를 지원하기 위해 각 언어와 연동하도록 하였습니다. In addition to the model syntax provided here, these expression evaluators may offer extra functionality that might not be supported by another language or implementation. Please be cautious when using this functionality.

The expression evaluators used by each Casbin implementation are as follows:

구현체언어Expression Evaluator

If you encounter a performance issue with Casbin, it is likely caused by the low efficiency of the expression evaluator. You can address the issue to Casbin or the expression evaluator directly for advice on speeding up the performance. For more details, please refer to the Benchmarks section.