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Copy file name to clipboardExpand all lines: coderd/rbac/README.md
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```
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##OPA (Open Policy Agent)
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Open Policy Agent (OPA) is an open source tool used to define and enforce policies.
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Policies are written in a high-level, declarative language called Rego. Coder’s RBAC rules are defined in the[`policy.rego`](policy.rego) file.
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When OPA evaluates policies, it binds input data to a global variable called`input`.
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In the`rbac` package, this structured data is defined as JSON and contains the subject, action, and object (see`regoInputValue` in[astvalue.go](astvalue.go)).
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OPA evaluates whether the subject is allowed to perform the action on the object across three levels: site, org, and user.
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This is determined by the final rule`allow`, defined in[`policy.rego`](policy.rego), which aggregates the results of multiple rules to decide if the user has the necessary permissions.
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Similarly to the input, OPA produces structured output data, which includes the`allow` variable as part of the evaluation result.
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Authorization succeeds only if`allow` explicitly evaluates to`true`. If no`allow` is returned, it is considered unauthorized.
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To learn more about OPA and Rego, seehttps://www.openpolicyagent.org/docs.
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###Application and Database Integration
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*[`rbac/authz.go`](authz.go) – Application layer integration: provides the core authorization logic that integrates with Rego for policy evaluation.
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*[`database/dbauthz/dbauthz.go`](../database/dbauthz/dbauthz.go) – Database layer integration: wraps the database layer with authorization checks to enforce access control.
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There are two types of evaluation in OPA:
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***Full evaluation**: Produces a decision that can be enforced.
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This is the default evaluation mode, where OPA evaluates the policy using`input` data that contains all known values and returns output data with the`allow` variable.
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***Partial evaluation**: Produces a new policy that can be evaluated later when the_unknowns_ become_known_.
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This is an optimization in OPA where it evaluates as much of the policy as possible without resolving expressions that depend on_unknown_ values from the`input`.
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To learn more about partial evaluation, see this[OPA blog post](https://blog.openpolicyagent.org/partial-evaluation-162750eaf422).
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Application of Full and Partial evaluation in`rbac` package:
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***Full Evaluation** is handled by the`RegoAuthorizer.Authorize()` method in`authz.go`.
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This method determines whether a subject (user) can perform a specific action on an object.
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It performs a full evaluation of the Rego policy, which returns the`allow` variable to decide whether access is granted or denied (`true` or`false`, respectively).
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***Partial Evaluation** is handled by the`RegoAuthorizer.Prepare()` method in`authz.go`.
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This method compiles Rego’s partial evaluation queries into`SQL WHERE` clauses.
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These clauses are then used to enforce authorization directly in database queries, rather than in application code.
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Authorization Patterns:
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* Fetch-then-authorize: an object is first retrieved from the database, and a single authorization check is performed using full evaluation via`Authorize()`.
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* Authorize-while-fetching: Partial evaluation via`Prepare()` is used to inject SQL filters directly into queries, allowing efficient authorization of many objects of the same type.
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`dbauthz` methods that enforce authorization directly in the SQL query are prefixed with`Authorized`, for example,`GetAuthorizedWorkspaces`.
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##Testing
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You can test outside of golang by using the`opa` cli.
This command performs a partial evaluation of the policy, specifying a set of unknown input parameters.
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The result is a set of partial queries that can be converted into`SQL WHERE` clauses and injected into SQL queries.
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This command answers the question: “What conditions must be met for the user to be allowed?”
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###Benchmarking
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Benchmark tests to evaluate the performance of full and partial evaluation can be found in`authz_test.go`.
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You can run these tests with the`-bench` flag, for example:
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```bash
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gotest -bench=BenchmarkRBACFilter -run=^$
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```
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To capture memory and CPU profiles, use the following flags:
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*`-memprofile memprofile.out`
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*`-cpuprofile cpuprofile.out`
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The script[`benchmark_authz.sh`](./scripts/benchmark_authz.sh) runs the authz benchmark tests on the current Git branch or compares benchmark results between two branches using[`benchstat`](https://pkg.go.dev/golang.org/x/perf/cmd/benchstat).
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`benchstat` compares the performance of a baseline benchmark against a new benchmark result and highlights any statistically significant differences.