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2. 10.2 (Latest)10.110.09.109.99.89.79.69.59.49.39.29.19.08.28.18.07.6
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4. Extensions
5. Security

Security & Restrictions

To further facilitate both a safe and reliable experience for all our users, starting with RapidMiner Studio 7.2, we introduced both ajava.lang.SecurityManagerand ajava.security.Policyto RapidMiner Studio. The respective implementations can be found in thecom.rapidminer.securitypackage. These mechanisms will prevent certain dangerous calls from specific or unknown sources, e.g. by 3rd party extensions. This means if any of the following points are violated, aSecurityExceptionwill be thrown and the call will be prevented. List of default restrictions for 3rd party extensions starting with RapidMiner Studio 7.2:

• File deletion outside of thejava.io.tempdirfolder and the.RapidMiner/extensions/workspace/rmx_yourExtensionfolder is not permitted.
• ReflectPermissionis not granted at all. This includes bothnewProxyInPackage.*andsuppressAccessChecks. Note that regular (non-invasive) usage of reflection is fine and still permitted!
• NoRuntimePermissionsexcept foraccessDeclaredMembers,getenv.*,getFileSystemAttributes,readFileDescriptor,writeFileDescriptor,queuePrintJob, andshutdownHooksare granted.
• NoAWTPermissionsexcept forlistenToAllAWTEvents,setWindowAlwaysOnTop, andwatchMousePointerare granted.
• Trying to replace theSecurityManagerof RapidMiner Studio is not permitted byanycode whatsoever.

Granting Additional Permissions

Starting from RapidMiner Studio 7.4 users that haveLarge licensescan grant additional permissions to unsigned extensions. This is configurable in the Start-up section of the Settings. Activating this setting enables the following permissions:

Group	Permission	Description
AWTPermission	accessClipboard	Posting and retrieval of information to and from the AWT clipboard
ReflectPermission	suppressAccessChecks	Provides the ability to access fields and invoke methods in a class. This includes not only public, but protected and private fields and methods as well.
ReflectPermission	newProxyInPackage.*	specifie创建代理实例的能力d package of which the non-public interface that the proxy class implements.
RuntimePermissions	createClassLoader	Creation of a class loader
RuntimePermissions	getClassLoader	Retrieval of a class loader (e.g., the class loader for the calling class)
RuntimePermissions	setContextClassLoader	Setting of the context class loader used by a thread
RuntimePermissions	enableContextClassLoaderOverride	Subclass implementation of the thread context class loader methods
RuntimePermissions	closeClassLoader	Closing of a ClassLoader
RuntimePermissions	setFactory	Setting of the socket factory used by ServerSocket or Socket, or of the stream handler factory used by URL
RuntimePermissions	modifyThread	Modification of threads, e.g., via calls to Threadinterrupt, stop, suspend, resume, setDaemon, setPriority, setNameandsetUncaughtExceptionHandlermethods
RuntimePermissions	stopThread	Stopping of threads via calls to the Threadstopmethod
RuntimePermissions	modifyThreadGroup	Modification of thread groups, e.g., via calls to ThreadGroupdestroy, getParent, resume, setDaemon, setMaxPriority, stop, andsuspendmethods
RuntimePermissions	loadLibrary.*	Dynamic linking of the specified library
RuntimePermissions	getStackTrace	Retrieval of the stack trace information of another thread.
RuntimePermissions	setDefaultUncaughtExceptionHandler	Setting the default handler to be used when a thread terminates abruptly due to an uncaught exception.
RuntimePermissions	preferences	Represents the permission required to get access to the java.util.prefs.Preferences implementations user or system root which in turn allows retrieval or update operations within the Preferences persistent backing store.
PropertyPermission	write	Permission to write. AllowsSystem.setPropertyto be called.

Future plans

Please be aware that we will further limit what 3rd party extensions will be able to do in the future to continue to facilitate both a safe and reliable experience for all our users. To allow sophisticated (and safe) extensions that do require those permissions, we will at that point in time also introduce mechanisms to acquire those permissions, e.g. via offering extension verification & signing or by adding mechanisms that allow the user to explicitly grant those permissions to your extension. There is no final list yet as to the exact limitations, but the following points can be assumed with reasonable certainty for unsigned 3rd party extensions:

• Read/Write access outside of the specific extension workspace folder (found in the.RapidMiner/extensions/workspace/rmx_yourExtensionfolder) will need to be permitted by the user
• Access to classes in thesun.miscpackage will be forbidden entirely. This may be extended to othersun.*packages as well.
• Opening socket connections (e.g. using URLConnections) will be subject to explicit user permission for each URL.

For more information on Java security features, see the official documentation from Oracle referenced below.Java安全文档