Benchmarks
- Go
- Python
- C++
- Lua (JIT)
The overhead of policy enforcement has been benchmarked in model_b_test.go. The testbed configuration is as follows:
Intel(R) Core(TM) i7-6700HQ CPU @ 2.60GHz, 2601 Mhz, 4 Core(s), 8 Logical Processor(s)
Following are the benchmarking results obtained by running go test -bench=. -benchmem (op = an Enforce() call, ms = millisecond, KB = kilobytes):
| Testfall | Regelgröße | Zeitüberschreitung (ms/op) | Memory overhead (KB) |
|---|---|---|---|
| ACL | 2 Regeln (2 Benutzer) | 0.015493 | 5.649 |
| RBAC | 5 Regeln (2 Benutzer, 1 Rolle) | 0.021738 | 7.522 |
| RBAC (klein) | 1100 Regeln (1000 Benutzer, 100 Rollen) | 0.164309 | 80.620 |
| RBAC (Medium) | 11000 Regeln (10000 Benutzer, 1000 Rollen) | 2.258262 | 765.152 |
| RBAC (groß) | 110000 Regeln (100000 Benutzer, 10000 Rollen) | 23.916776 | 7,606 |
| RBAC mit Ressourcen-Rollen | 6 Regeln (2 Benutzer, 2 Rollen) | 0.021146 | 7.906 |
| RBAC mit Domänen/Mandanten | 6 Regeln (2 Benutzer, 1 Rolle, 2 Domains) | 0.032696 | 10.755 |
| ABAC | 0 Regel (0 Benutzer) | 0.007510 | 2.328 |
| Ruhen | 5 Regeln (3 Benutzer) | 0.045398 | 91.774 |
| Verweigerung überschreiben | 6 Regeln (2 Benutzer, 1 Rolle) | 0.023281 | 8.370 |
| Priorität | 9 Regeln (2 Benutzer, 2 Rollen) | 0.016389 | 5.313 |
The overhead of policy enforcement in Pycasbin has been benchmarked in the tests/benchmarks directory. The testbed configuration is as follows:
Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz (Runned by Github actions)
platform linux -- Python 3.11.4, pytest-7.0.1, pluggy-1.2.0
Here are the benchmarking results obtained from executing casbin_benchmark (op = an enforce() call, ms = millisecond):
| Testfall | Regelgröße | Zeitüberschreitung (ms/op) |
|---|---|---|
| ACL | 2 Regeln (2 Benutzer) | 0.067691 |
| RBAC | 5 Regeln (2 Benutzer, 1 Rolle) | 0.080045 |
| RBAC (klein) | 1100 Regeln (1000 Benutzer, 100 Rollen) | 0.853590 |
| RBAC (Medium) | 11000 Regeln (10000 Benutzer, 1000 Rollen) | 6.986668 |
| RBAC (groß) | 110000 Regeln (100000 Benutzer, 10000 Rollen) | 77.922851 |
| RBAC mit Ressourcen-Rollen | 6 Regeln (2 Benutzer, 2 Rollen) | 0.106090 |
| RBAC mit Domänen/Mandanten | 6 Regeln (2 Benutzer, 1 Rolle, 2 Domains) | 0.103628 |
| ABAC | 0 Regel (0 Benutzer) | 0.053213 |
| Ruhen | 5 Regeln (3 Benutzer) | MN |
| Verweigerung überschreiben | 6 Regeln (2 Benutzer, 1 Rolle) | MN |
| Priorität | 9 Regeln (2 Benutzer, 2 Rollen) | 0.084684 |
The overhead of policy enforcement in Casbin CPP has been benchmarked in the tests/benchmarks directory using Google's benchmarking tool. The testbed configuration is as follows:
Intel(R) Core(TM) i5-6300HQ CPU @ 2.30GHz, 4 Kerne, 4 Threads
Here are the benchmarking results obtained from executing the casbin_benchmark target built in the Release configuration (op = an enforce() call, ms = millisecond):
| Testfall | Regelgröße | Zeitüberschreitung (ms/op) |
|---|---|---|
| ACL | 2 Regeln (2 Benutzer) | 0.0195 |
| RBAC | 5 Regeln (2 Benutzer, 1 Rolle) | 0.0288 |
| RBAC (klein) | 1100 Regeln (1000 Benutzer, 100 Rollen) | 0.300 |
| RBAC (Medium) | 11000 Regeln (10000 Benutzer, 1000 Rollen) | 2.113 |
| RBAC (groß) | 110000 Regeln (100000 Benutzer, 10000 Rollen) | 21.450 |
| RBAC mit Ressourcen-Rollen | 6 Regeln (2 Benutzer, 2 Rollen) | 0.03 |
| RBAC mit Domänen/Mandanten | 6 Regeln (2 Benutzer, 1 Rolle, 2 Domains) | 0.041 |
| ABAC | 0 Regel (0 Benutzer) | NA |
| Ruhen | 5 Regeln (3 Benutzer) | NA |
| Verweigerung überschreiben | 6 Regeln (2 Benutzer, 1 Rolle) | 0.0246 |
| Priorität | 9 Regeln (2 Benutzer, 2 Rollen) | 0.035 |
The overhead of policy enforcement in Lua Casbin has been benchmarked in bench.lua. The testbed configuration is as follows:
AMD Ryzen(TM) 5 4600H CPU @ 3.0GHz, 6 Kerne, 12 Threads
Here are the benchmarking results obtained by running luajit bench.lua (op = an enforce() call, ms = millisecond):
| Test case | Rule size | Time overhead (ms/op) |
|---|---|---|
| ACL | 2 rules (2 users) | 0.0533 |
| RBAC | 5 rules (2 users, 1 role) | 0.0972 |
| RBAC (small) | 1100 rules (1000 users, 100 roles) | 0.8598 |
| RBAC (medium) | 11000 rules (10000 users, 1000 roles) | 8.6848 |
| RBAC (large) | 110000 rules (100000 users, 10000 roles) | 90.3217 |
| RBAC with resource roles | 6 rules (2 users, 2 roles) | 0.1124 |
| RBAC with domains/tenants | 6 rules (2 users, 1 role, 2 domains) | 0.1978 |
| ABAC | 0 rule (0 user) | 0.0305 |
| RESTful | 5 rules (3 users) | 0.1085 |
| Deny-override | 6 rules (2 users, 1 role) | 0.1934 |
| Priority | 9 rules (2 users, 2 roles) | 0.1437 |
Benchmark monitoring
In the embedded web page below, you can see the performance changes of Casbin for each commit.
You can also directly browse it at: https://v1.casbin.org/casbin/benchmark-monitoring