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Java and .NET interface to Python's pickle and Pyro protocols
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thegruffalo/Pyrolite
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Pyrolite - Python Remote Objects "light" and Pickle for Java/.NET Pyrolite is written by Irmen de Jong ([email protected]). This software is distributed under the terms written in the file `LICENSE`. Contents: 1. INTRODUCTION 2. THE LIBRARY 3. TYPE MAPPINGS 4. EXCEPTIONS 5. SECURITY WARNING 6. RECOMMENDED DEPENDENCY: SERPENT SERIALIZER 7. DOWNLOAD COMPILED BINARIES 1. INTRODUCTION --------------------- This library allows your Java or .NET program to interface very easily with the Python world. It uses the Pyro protocol to call methods on remote objects. (See https://github.com/irmen/Pyro4). To that end, it contains and uses a feature complete pickle protocol implementation -read and write- to exchange data with Pyro/Python. Pyrolite only implements part of the client side Pyro library, hence its name 'lite'... But because Pyrolite has no dependencies, it is a much lighter way to use Pyro from Java/.NET than a solution with jython+pyro or IronPython+Pyro would provide. So if you don't need Pyro's full feature set, and don't require your Java/.NET code to host Pyro objects itself, Pyrolite may be a good choice to connect java or .NET and python. Java packages: net.razorvine.pickle, net.razorvine.pyro .NET namespaces: Razorvine.Pickle, Razorvine.Pyro Small piece of example code in Java: import net.razorvine.pyro.*; NameServerProxy ns = NameServerProxy.locateNS(null); PyroProxy remoteobject = new PyroProxy(ns.lookup("Your.Pyro.Object")); Object result = remoteobject.call("pythonmethod", 42, "hello", new int[]{1,2,3}); String message = (String)result; // cast to the type that 'pythonmethod' returns System.out.println("result message="+message); remoteobject.close(); ns.close(); Same piece of example code in C#: using Razorvine.Pyro; using( NameServerProxy ns = NameServerProxy.locateNS(null) ) { // this uses the statically typed proxy class: using( PyroProxy something = new PyroProxy(ns.lookup("Your.Pyro.Object")) ) { object result = something.call("pythonmethod", 42, "hello", new int[]{1,2,3}); string message = (string)result; // cast to the type that 'pythonmethod' returns Console.WriteLine("result message="+message); result = something.getattr("remote_attribute"); Console.WriteLine("remote attribute="+result); } // but you can also use it as a dynamic! using( dynamic something = new PyroProxy(ns.lookup("Your.Pyro.Object")) ) { object result = something.pythonmethod(42, "hello", new int[]{1,2,3}); string message = (string)result; // cast to the type that 'pythonmethod' returns Console.WriteLine("result message="+message); result = something.remote_attribute; Console.WriteLine("remote attribute="+result); } } More examples can be found in the examples directory. You could also study the unit tests. These include a lot of code dealing with just the pickle subsystem as well. 2. THE LIBRARY --------------------- The library consists of 2 parts: a thin version of the client side part of Pyro, and a feature complete implementation of Python's pickle protocol, including memoization. It is fully compatible with pickles from Python 2.x and Python 3.x, and you can use it idependently from the rest of the library, to read and write Python pickle structures. Pickle protocol version support: reading: 0,1,2,3,4; writing: 2. Pyrolite can read all pickle protocol versions (0 to 4, so this includes the latest additions made in Python 3.4). Pyrolite always writes pickles in protocol version 2. There are no plans on including protocol version 1 support. Protocols 3 and 4 contain some nice new features which may eventually be utilized, but for now, only version 2 is used. The source archive contains the full source, and also unit test code and a couple of example programs in the java/test/ directory. Pyrolite speaks Pyro4 protocol version 48 only (Pyro 4.38 and later). (get an older version of Pyrolite if you need to connect to earlier Pyro versions) The java library requires java 8 (jdk/jre 1.8) or newer to compile and run. The .net library requires .net framework 4.0 or newer. The Java code was developed using Eclipse. The C#/.NET source was developed using mono, monodevelop and sharpdevelop. 3. TYPE MAPPINGS --------------------- Pyrolite does the following type mappings: PYTHON ----> JAVA ------ ---- None null bool boolean int int long long or BigInteger (depending on size) string String unicode String complex net.razorvine.pickle.objects.ComplexNumber datetime.date java.util.Calendar datetime.datetime java.util.Calendar datetime.time net.razorvine.pickle.objects.Time datetime.timedelta net.razorvine.pickle.objects.TimeDelta float double (float isn't used) array.array array of appropriate primitive type (char, int, short, long, float, double) list java.util.List<Object> tuple Object[] set java.util.Set dict java.util.Map bytes byte[] bytearray byte[] decimal BigDecimal custom class Map<String, Object> (dict with class attributes including its name in "__class__") Pyro4.core.URI net.razorvine.pyro.PyroURI Pyro4.core.Proxy net.razorvine.pyro.PyroProxy Pyro4.errors.* net.razorvine.pyro.PyroException Pyro4.utils.flame.FlameBuiltin net.razorvine.pyro.FlameBuiltin Pyro4.utils.flame.FlameModule net.razorvine.pyro.FlameModule Pyro4.utils.flame.RemoteInteractiveConsole net.razorvine.pyro.FlameRemoteConsole The unpickler simply returns an Object. Because Java is a statically typed language you will have to cast that to the appropriate type. Refer to this table to see what you can expect to receive. JAVA ----> PYTHON ----- ------ null None boolean bool byte int char str/unicode (length 1) String str/unicode double float float float int int short int BigDecimal decimal BigInteger long any array array if elements are primitive type (else tuple) Object[] tuple (cannot contain self-references) byte[] bytearray java.util.Date datetime.datetime java.util.Calendar datetime.datetime java.sql.Date datetime.date java.sql.Time datetime.time java.sql.Timestamp datetime.datetime Enum the enum value as string java.util.Set set Map, Hashtable dict Vector, Collection list Serializable treated as a JavaBean, see below. JavaBean dict of the bean's public properties + __class__ for the bean's type. net.razorvine.pyro.PyroURI Pyro4.core.URI net.razorvine.pyro.PyroProxy cannot be pickled. PYTHON ----> C# ------ ---- None null bool bool int int long long (c# doesn't have BigInteger so there's a limit on the size) string string unicode string complex Razorvine.Pickle.Objects.ComplexNumber datetime.date DateTime datetime.datetime DateTime datetime.time TimeSpan datetime.timedelta TimeSpan float double array.array array (all kinds of element types supported) list ArrayList (of objects) tuple object[] set HashSet<object> dict Hashtable (key=object, value=object) bytes ubyte[] bytearray ubyte[] decimal decimal custom class IDictionary<string, object> (dict with class attributes including its name in "__class__") Pyro4.core.URI Razorvine.Pyro.PyroURI Pyro4.core.Proxy Razorvine.Pyro.PyroProxy Pyro4.errors.* Razorvine.Pyro.PyroException Pyro4.utils.flame.FlameBuiltin Razorvine.Pyro.FlameBuiltin Pyro4.utils.flame.FlameModule Razorvine.Pyro.FlameModule Pyro4.utils.flame.RemoteInteractiveConsole Razorvine.Pyro.FlameRemoteConsole The unpickler simply returns an object. Because C# is a statically typed language you will have to cast that to the appropriate type. Refer to this table to see what you can expect to receive. TIP: if you are using C# 4.0 you can use the 'dynamic' type in some places to avoid excessive type casting. C# ----> PYTHON ------ ------- null None boolean bool byte byte sbyte int char str/unicode (length 1) string str/unicode double float float float int/short/sbyte int uint/ushort/byte int decimal decimal byte[] bytearray primitivetype[] array object[] tuple (cannot contain self-references) DateTime datetime.datetime TimeSpan datetime.timedelta Enum just the enum value as string HashSet set Map, Hashtable dict Collection list Enumerable list object with public properties dictionary of those properties + __class__ anonymous class type dictonary of the public properties Razorvine.Pyro.PyroURI Pyro4.core.URI Razorvine.Pyro.PyroProxy cannot be pickled. 4. EXCEPTIONS --------------------- Pyrolite also maps Python exceptions that may occur in the remote object. It has a rather simplistic approach: *all* exceptions, including the Pyro ones (Pyro4.errors.*), are converted to PyroException objects. PyroException is a normal Java or C# exception type, and it will be thrown as a normal exception in your program. The message string is taken from the original exception. The remote traceback string is available on the PyroException object in the _pyroTraceback field. 5. SECURITY WARNING --------------------- If you use Pyrolite to talk to a Pyro server it will use pickle as serialization protocol. THIS MEANS YOUR PYRO SERVER CAN BE VULNERABLE TO REMOTE ARBITRARY CODE EXECUTION (because of the well known security problem with the pickle protocol). The current version of Pyrolite is only able to talk to Pyro when using the pickle protocol. Because pickle is not enabled by default in recent Pyro versions, you will have to configure Pyro to allow the use of pickle. See the Pyro documentation on how to do this. A future Pyrolite version may improve this by allowing other serializers. Note: your .NET or Java client code is perfectly safe. The unpickler implementation in Pyrolite doesn't randomly construct arbitrary objects and is safe to use for parsing data from the network. 6. RECOMMENDED DEPENDENCY FOR PYRO: SERPENT SERIALIZER ------------------------------------------------------ The default serializer is set to serpent. Unless you change the configuration to use pickle instead, Pyrolite will require the Razorvine.Serpent assembly or the serpent jar to be available. If you do not supply this library, Pyrolite will still work but only with the built-in pickle serializer. Serpent is a separate project, and the library is not included in the Pyrolite project. You can find the Serpent project at: https://github.com/irmen/Serpent You need version 1.16 of Serpent, or newer. 7. DOWNLOAD COMPILED LIBRARY ---------------------------- Precompiled libraries are available in the usual sources. For .NET you can get it with nuget; https://www.nuget.org/packages/Razorvine.Pyrolite/ For Java you can get it from Maven central, groupid `net.razorvine` artifactid `pyrolite`.
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