| --- |
| title: "Ranger Client Libraries" |
| --- |
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| |
| # Introduction |
| |
| Ranger provides client libraries in Java and Python to access Ranger REST APIs programmatically with ease. |
| |
| ## Python |
| |
| For more details, please refer to [Ranger Python Client Library](https://pypi.org/project/apache-ranger/). |
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| ## Java |
| |
| For more details on using Ranger Java client: [Ranger Java Client Library](https://github.com/apache/ranger/blob/master/intg/src/main/java/README.md) |
| |
| For applications that need to call a Ranger PDP server for authorization decisions, see the |
| [Ranger Authz Remote Client](https://github.com/apache/ranger/blob/master/authz-remote/README.md). |
| |
| The client supports Header-based, Kerberos/SPNEGO and JWT bearer-token authentication. |
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