I'm trying to deserialize an unstructured JSON object (there are multiple schema possibilities) to a BsonDocument, and I'm trying to specify the correct types for some properties (which I know in advance).
Say for example (very simplified example):
{ "Id": "039665be-a1a8-4062-97d6-e44fea2affff", "Foo":"Bar", "Baz":30 }
So I know everytime I find an "Id" property (which may or may not be there) on the root of the object, this is to be converted to an UUID type (bson binary type 4).
I've made a simple JsonReader descendant, and I'm overriding ReadBsonType, and both returning a new CurrentBsonType and providing a converted value there, then overriding all methods for every possible type (ReadDateTime(), ReadInt32(), ReadInt64(), ReadBinaryData(), etc.) and providing a parsed value.
This works fine (albeit I find it a bit unconfortable) when the JSON object is plain, but if it has nested objects with properties of the same name (which I do not want to parse), then problems arise.
I've tried overriding ReadStartArray(), ReadStartDocument(), etc., and tried building a "path" which I can query to, but the actual order of the calling of the methods of the JsonReader are baffling to me (it seems to check for the type before checking for the name of the property, so the CurrentName property when checking for the type refers to the previous property, etc.).
I've somewhat circumvented it with very ugly code... and I'm sure there must be a better way to do this without class mapping, although finding documentation is proving hard (since mongo often calls "json" the actual "json extended", so documentation gets mixed from here and there).
Has anyone ever found themselves in such situation?
PS: before anyone asks, I'm storing data returned as json strings from a third party server on a mongo database (that will be mined later on), and while there are some schemas for the datatypes available (and I could classmap them), there might be new schemas in the future so I can't just classmap everything. Some properties (if they exist) are always the same though, so instead of storing everything on mongo as a string I'd rather give them the correct possible types from a start.
I'm writing a small C# application that needs to be able to read/write some config data as XML. I'm doing this by creating some simple model classes with properties that have XmlElement attributes where needed, and running the whole thing through an XmlSerializer.
I would like to have the XmlSerializer behave exactly as it usually does, except I want any null properties on serialized objects to be written as empty elements. (Currently it skips them entirely.) And likewise, when deserializing, I'd like it to interpret empty elements as null, rather than as an empty string.
What's the most straight-forward way to achieve this? The suggestions I've seen for similar situations involve using the IsNullable argument for XmlElement, creating ShouldSerialize methods, etc. This has to be done for every property, creating a lot of unnecessary code. In this case, I want it to be universal for anything I'm (de)serializing. If I need to extend XmlSerializer, that's fine, and I could live with implementing IXmlSerializable on the model classes, but I'm not entirely sure where to start with those two possible approaches.
I'm receiving messages over a network using JSON.NET. The message format is somewhat dynamic, in that the messages will be represented by many different classes, each inheriting from a parent message. For example:
{
MessageName: "MessageType1",
Data1: 124,
Data2: "Something"
}
{
MessageName: "MessageType2",
OtherData: "Some data",
MoreData: "Even more",
ANumber: 25
}
The problem I'm having is that in JSON.NET, I have no idea how to figure out the name of the class (MessageType1/MessageType2/etc) in order to deserialize it into an instance of the class without deserializing it twice. There's a few options I've considered; the one I'm currently using is to use a container class containing the message name and the actual json message serialized to string, but this seems wasteful.
Another method I've considered is deserializing into a string/string dictionary and then performing the population of the class on my own, which seems messy and unnecessary considering JSON.NET can do that for me... as long as I know the class first.
I'm really hoping there's an easy way to have JSON.NET figure out a class name by examining the MessageName property and then continue to populate a class after examining that one property.
Thanks for the help!
JSON can deserialize into a well known class only. You need to specify the data layout (i.e. the class/type)
There are two alternatives:
1.) go one level deeper. Use the JSON Token parser to read the tokens from your JSON stream and act based on the tokens you find.
2.) as you suggested: Use a class layout flexible enough to hold all your possible variations like a key/value dictionary.
I have a class that serializes a set of objects (using XML serialization) that I want to unit test.
My problem is it feels like I will be testing the .NET implementation of XML serialization, instead of anything useful. I also have a slight chicken and egg scenario where in order to test the Reader, I will need a file produced by the Writer to do so.
I think the questions (there's 3 but they all relate) I'm ultimately looking for feedback on are:
Is it possible to test the Writer, without using the Reader?
What is the best strategy for testing the reader (XML file? Mocking with record/playback)? Is it the case that all you will really be doing is testing property values of the objects that have been deserialized?
What is the best strategy for testing the writer!
Background info on Xml serialization
I'm not using a schema, so all XML elements and attributes match the objects' properties. As there is no schema, tags/attributes which do not match those found in properties of each object, are simply ignored by the XmlSerializer (so the property's value is null or default). Here is an example
<MyObject Height="300">
<Name>Bob</Name>
<Age>20</Age>
<MyObject>
would map to
public class MyObject
{
public string Name { get;set; }
public int Age { get;set; }
[XmlAttribute]
public int Height { get;set; }
}
and visa versa. If the object changed to the below the XML would still deserialize succesfully, but FirstName would be blank.
public class MyObject
{
public string FirstName { get;set; }
public int Age { get;set; }
[XmlAttribute]
public int Height { get;set; }
}
An invalid XML file would deserialize correctly, therefore the unit test would pass unless you ran assertions on the values of the MyObject.
Do you need to be able to do backward compatibility? If so, it may be worth building up unit tests of files produced by old versions which should still be able to be deserialized by new versions.
Other than that, if you ever introduce anything "interesting" it may be worth a unit test to just check you can serialize and deserialize just to make sure you're not doing something funky with a readonly property etc.
I would argue that it is essential to unit test serialization if it is vitally important that you can read data between versions. And you must test with "known good" data (i.e. it isn't sufficient to simply write data in the current version and then read it again).
You mention that you don't have a schema... why not generate one? Either by hand (it isn't very hard), or with xsd.exe. Then you have something to use as a template, and you can verify this just using XmlReader. I'm doing a lot of work with xml serialization at the moment, and it is a lot easier to update the schema than it is to worry about whether I'm getting the data right.
Even XmlSerializer can get complex; particularly if you involve subclasses ([XmlInclude]), custom serialization (IXmlSerializable), or non-default XmlSerializer construction (passing additional metadata at runtime to the ctor). Another possibility is creative use of [XmlIngore], [XmlAnyAttribute] or [XmlAnyElement]; for example you might support unexpected data for round-trip (only) in version X, but store it in a known property in version Y.
With serialization in general:
The reason is simple: you can break the data! How badly you do this depends on the serializer; for example, with BinaryFormatter (and I know the question is XmlSerializer), simply changing from:
public string Name {get;set;}
to
private string name;
public string Name {
get {return name;}
set {name = value; OnPropertyChanged("Name"); }
}
could be enough to break serialization, as the field name has changed (and BinaryFormatter loves fields).
There are other occasions when you might accidentally rename the data (even in contract-based serializers such as XmlSerializer / DataContractSerializer). In such cases you can usually override the wire identifiers (for example [XmlAttribute("name")] etc), but it is important to check this!
Ultimately, it comes down to: is it important that you can read old data? It usually is; so don't just ship it... prove that you can.
For me, this is absolutely in the Don't Bother category. I don't unit test my tools. However, if you wrote your own serialization class, then by all means unit test it.
If you want to ensure that the serialization of your objects doesn't break, then by all means unit test. If you read the MSDN docs for the XMLSerializer class:
The XmlSerializer cannot serialize or deserialize the following:Arrays of ArrayListArrays of List<T>
There is also a peculiar issue with enums declared as unsigned longs. Additionally, any objects marked as [Obsolete] do no get serialized from .Net 3.5 onwards.
If you have a set of objects that are being serialized, testing the serialization may seem odd, but it only takes someone to edit the objects being serialized to include one of the unsupported conditions for the serialisation to break.
In effect, you are not unit testing XML serialization, you are testing that your objects can be serialized. The same applies for deserialization.
Yes, as long as what needs to be tested is properly tested, through a bit of intervention.
The fact that you're serializing and deserializing in the first place means that you're probably exchanging data with the "outside world" -- the world outside the .NET serialization domain. Therefore, your tests should have an aspect that's outside this domain. It is not OK to test the Writer using the Reader, and vice versa.
It's not only about whether you would just end up testing the .NET serialization/deserialization; you have to test your interface with the outside world -- that you can output XML in the expected format and that you can properly consume XML in the anticipated format.
You should have static XML data that can be used to compare against serialization output and to use as input data for deserialization.
Assume you give the job of note taking and reading the notes back to the same guy:
You - Bob, I want you to jot down the following: "small yellow duck."
Bob - OK, got it.
You - Now, read it back to me.
Bob - "small yellow duck"
Now, what have we tested here? Can Bob really write? Did Bob even write anything or did he memorize the words? Can Bob actually read? -- his own handwriting? What about another person's handwriting? We don't have answers to any of these questions.
Now let's introduce Alice to the picture:
You - Bob, I want you to jot down the following: "small yellow duck."
Bob - OK, got it.
You - Alice, can you please check what Bob wrote?
Alice - OK, he's got it.
You - Alice, can you please jot down a few words?
Alice - Done.
You - Bob, can you please read them?
Bob - "red fox"
Alice - Yup, that sounds right.
We now know, with certainty, that Bob can write and read properly -- as long as we can completely trust Alice. Static XML data (ideally tested against a schema) should sufficiently be trustworthy.
In my experience it is definitely worth doing, especially if the XML is going to be used as an XML document by the consumer. For example, the consumer may need to have every element present in the document, either to avoid null checking of nodes when traversing or to pass schema validation.
By default the XML serializer will omit properties with a null value unless you add the [XmlElement(IsNullable = true)] attribute. Similarly, you may have to redirect generic list properties to standard arrays with an XMLArray attribute.
As another contributor said, if the object is changing over time, you need to continuously check that the output is consistent. It will also protect you against the serializer itself changing and not being backwards compatible, although you'd hope that this doesn't happen.
So for anything other than trivial uses, or where the above considerations are irrelevant, it is worth the effort of unit testing it.
There are a lot of types that serialization can not cope with etc. Also if you have your attributes wrong, it is common to get an exception when trying to read the xml back.
I tend to create an example tree of the objects that can be serialized with at least one example of each class (and subclass). Then at a minimum serialize the object tree to a stringstream and then read it back from the stringstream.
You will be amazed the number of time this catches a problem and save me having to wait for the application to start up to find the problem. This level of unit testing is more about speeding up development rather then increasing quality, so I would not do it for working serialization.
As other people have said, if you need to be able to read back data saved by old versions of your software, you had better keep a set of example data files for each shipped version and have tests to confirm you can still read them. This is harder then it seems at first, as the meaning of fields on a object may change between versions, so just being able to create the current object from a old serialized file is not enough, you have to check that the meaning is the same as it was it the version of the software that saved the file. (Put a version attribute in your root object now!)
I agree with you that you will be testing the .NET implementation more than you'll be testing your own code. But if that's what you want to do (perhaps you don't trust the .NET implementation :) ), I might approach your three questions as follows.
Yes, it's certainly possible to test the writer without the reader. Use the writer to serialize the example (20-year old Bob) you provided to a MemoryStream. Open the MemoryStream with an XmlDocument. Assert the root node is named "MyObject". Assert it has one attribute named "Height" with value "300". Assert there is a "Name" element containing a text node with value "Bob". Assert there is an "Age" element containing a text node with value "20".
Just do the reverse process of #1. Create an XmlDocument from the 20-year old Bob XML string. Deserialize the stream with the reader. Assert the Name property equals "Bob". Assert the Age property equals 20. You can do things like add test case with insignificant whitespace or single quotes instead of double-quotes to be more thorough.
See #1. You can extend it by adding what you consider to be tricky "edge" cases you think could break it. Names with various Unicode characters. Extra long names. Empty names. Negative ages. Etc.
I have done this in some cases... not testing the serialisation as such, but using some 'known good' XML serializations and then loading them into my classes, and checking that all the properties (as applicable) have the expected values.
This is not going to test anything for the first version... but if the classes ever evolve I know I will catch any breaking changes in the format.
We do acceptance testing of our serialization rather than unit testing.
What this means is that our acceptance testers take the XML schema, or as in your case some sample XML, and re-create their own serializable data-transfer class.
We then use NUnit to test our WCF service with this clean-room XML.
With this technique we've identified many, many errors. For example, where we have changed the name of the .NET member and forgotten to add an [XmlElement] tag with a Name = property.
If there's nothing you can do to change the way your class serializes, then you're testing .NET's implementation of XML serialization ;-)
If the format of the serialized XML matters, then you need to test the serialization. If it's important that you can deserialize it, then you need to test deserialization.
Seeing how you can't really fix serialization, you shouldn't be testing it - instead, you should be testing your own code and the way it interacts with the serialization mechanism. For example, you might need to unit-test the structure of the data you're serializing to make sure that no-one accidentally changes a field or something.
Speaking of which, I have recently adopted a practice where I check such things at compile-time rather than during execution of unit tests. It's a bit tedious, but I have a component that can traverse the AST, and then I can read it in a T4 template and write lots of #error messages if I meet something that shouldn't be there.