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\title{Assginment 1 -- Software Design and Modelling}
\author{Volodymyr Karpenko \and Claudio Maggioni}
\begin{document}
\begin{titlepage}
\maketitle
\pagenumbering{roman}
\tableofcontents
\lstlistoflistings
\end{titlepage}
\section{Project selection process}
\pagenumbering{arabic}
We have to choose a Java-based project on GitHub that follows the following
requirements:
\begin{itemize}
\item 100 or more stars;
\item 100 or more forks;
\item 10 or more open issues;
\item 50.000 or more lines of code.
\end{itemize}
Additionally, we added some less strict constraints that we thought would lead
to a more significant and influential analysis:
\begin{itemize}
\item There must be evidence that the project follows business-oriented
conventions. This excludes amateur or personal projects that might have
fewer design pattern applications due to their nature.
\item Repository data, documentation, and comments must be written in English.
Many repositories that are at the top of the search results provided by the
hard requirements are not in English, and this drastically hampers our
ability to understand the code;
\item The artifact the project produces must not rely on external components
and have a streamlined build process, with all code stored in a single
Maven/Gradle module. This improves our ability to tinker with the project
more quickly and the pattern detection process, which requires all
\textit{.class} files related to the project to be stored in a single
directory tree.
\end{itemize}
Additionally, instead of querying GitHub directly for projects, we decided to
see if libraries we knew already in our Java development career would match the
hard and soft requirements we set for ourselves.
Therefore, we considered the following GitHub repositories:
\begin{description}
\item[vavr-io/vavr] a Java library for functional programming, was discarded
as the project is less than 20.000 lines of code and does not meet the rigid
requirements;
\item[bitcoin4j/bitcoin4j] a Java implementation of the bitcoin protocol,
discarded as the project is distributed in several subprojects, and
therefore the build process is nontrivial;
\item[FasterXML/jackson-core] is the core ''module`` of a Java JSON
serialization and deserialization library. We chose this project because it
meets the selection criteria. It does not rely on external components for
its execution. Finally, the project structure uses a single Maven module for
its sources and is thus easy to analyze.
\end{description}
\subsection {The Jackson Core Project}
As mentioned, Jackson is a library that offers serialization and deserialization
capabilities in JSON format. It is highly extensible and customizable through a
robust but flexible API. The library is divided into what the Jackson developers
call “modules,” i.e., plug-ins that can augment the serialization and
deserialization process. Some modules, like the \textit{jackson-dataformat-xml}
module, target different encoding languages like XML.
The chosen repository contains only the \textit{core} module of Jackson. The
\textit{core} module implements the necessary library abstractions and
interfaces to allow other modules to be plugged-in. Additionally, the
\textit{core} module implements the tokenizer and low-level abstractions to work
with the JSON format. We will refer to this module as ``Jackson'' or ``Jackson
Core'' interchangeably throughout this report.
We choose to analyze version 2.13.4 of the module (i.e.\ the code under the
\textit{git} tag \textit{jackson-core-2.13.4}) because it is the latest stable
version available at the time of writing.
After verifying that the project meets the hard requirements related to GitHub
(more than 2000 stars, more than 600 forks, 35 open issues\footnote{as of
2022-10-19 (ISO 8601 date)}), we ensured that the project had enough lines of
code by using the cloc tool, which provided the following output shown in Figure
\ref{fig:cloc}. By looking at the results we can finally assert that the
project contains 58.787 lines of Java code and this satisfies all the
requirements.
\begin{figure}[H]
\centering
\begin{tabular}{lrrrr}
\toprule
Language & Files & Blank & Comment & Code \\
\midrule
HTML & 4846 & 18473 & 235544 & 1997020\\
Java & 285 & 8532 & 20004 & 48783\\
CSS & 3 & 18 & 69 & 990\\
Logos & 2 & 260 & 212 & 605\\
Bourne Shell & 3 & 35 & 62 & 223\\
XML & 7 & 5 & 1 & 179\\
DOS Batch & 1 & 35 & 0 & 153\\
Markdown & 3 & 58 & 0 & 125\\
Maven & 1 & 13 & 23 & 112\\
YAML & 3 & 1 & 5 & 71\\
JavaScript & 1 & 1 & 0 & 29\\
JSON & 1 & 0 & 0 & 10\\
Properties & 2 & 0 & 16 & 5\\
\midrule
Total & 5158 & 27431 & 255936 & 2048305\\
\bottomrule
\end{tabular}
\caption{Output of the \textit{cloc} tool for the Jackson Core project at
revision \textit{jackson-core-3.13.4}.}
\label{fig:cloc}
\end{figure}
\section{Analysis Implementation}
The analysis is performed using the
\textit{Pattern4J}\footnote{\url{https://users.encs.concordia.ca/~nikolaos/pattern\_detection.html}}
developed at Concordia University. This program attempts to detect traditional
design patterns by scanning the bytecode (i.e.\ the \texttt{.class} files) of a
given project and by checking several heuristics. Due to the unceirtanty of this
process we double-check each instance of a pattern found to use our own
judgement and detect possible false positives.
Since the tool needs compiled \textit{.class} files to perform the analysis,
and since \textit{jackson-core} is a standard Maven project, we compile the
sources using the command \texttt{mvn clean compile}. The \textit{pom.xml} of
the library specifies Java 1.6 as a build target, which is not supported by JDK
17 or above. We used JDK 11 instead, as it is the most recent LTS version of the
JDK to still support this target.
An XML dump of the \textit{Pattern4j} analysis results is included in the
submission as the file \textit{analysis.xml}.
In the following sections each detection of the \textit{Pattern4J}
tool is reviewed to characterize if it is indeed not a false positive and if the
design pattern is varied in any way in its application. For the sake of brevity,
when referring to a class by its fully-qualified nomain name the prefix
\textit{com.fasterxml.jackson.core} is omitted as all classes in the Jackson
core project reside in this package or in a sub-package of this package.
\section{Structural Patterns}
\subsection{TO REWRITE Singleton Pattern}
Ensure a class only has one instance and provide a global point of access to it.
The tool found thirteen instances with the Singleton pattern. Doing a deeper
analysis of the found instances, we discovered that some results are false
positives. Example, \textit{sym.Name1} has a private
package constructor and a public static final instance of it, but reading the
documentation, the class represents (short) JSON string literals and is
initialized by client code.
\begin{lstlisting}[caption=Name1 class,language=java]
public final class Name1 extends Name {
private final static Name1 EMPTY = new Name1("", 0, 0);
private final int q;
Name1(String name, int hash, int quad) {
super(name, hash);
q = quad;
}
public static Name1 getEmptyName() {
return EMPTY;
}
@Override
public boolean equals(int quad) {
return (quad == q);
}
@Override
public boolean equals(int quad1, int quad2) {
return (quad1 == q) && (quad2 == 0);
}
@Override
public boolean equals(int q1, int q2, int q3) {
return false;
}
@Override
public boolean equals(int[] quads, int qlen) {
return (qlen == 1 && quads[0] == q);
}
}
\end{lstlisting}
\begin{description}
\item[sym.Name1, JsonLocation, DefaultIndenter,
util.DefaultPrettyPrinter\$FixedSpaceIndenter] is not a singleton (detected cause of "convenient" default instance given as static final field), the constructor is not used, but the class is extensible
\item[JsonPointer, filter.TokenFilter] is like the above, but constructors are protected
\item[JsonpCharacterEscapes, util.DefaultPrettyPrinter\$NopIndenter,
Version] a singleton but with a public constructor that is never called in the module code,
may be called in tests
\item[io.JsonStringEncoder] like above, but the class is final
\item[util.InternCache, io.CharTypes\$AltEscapes]
actual singleton, thread-unsafe initialization
\item[io.ContentReference] like above, but constructor is protected
\end{description}
\subsection{Abstract Factory Pattern}
\textit{Pattern4J} detects only two instances of the abstract factory pattern:
\begin{description}
\item[TokenStreamFactory] which indeed is a factory for \textbf{JsonParser} and
\textbf{JsonGenerator} is a factory for JsonParser and JsonGenerator objects, although two overloaded factory methods exist on this class (one for each class) catering to a different combination of arguments.
A concrete implementation of this factory is included in the form of the \textbf{JsonFactory} class, although other modules may add additional implementations to cater to different encodings (like the \textit{jackson-dataformat-xml} module for XML);
\item[TSFBuilder] which is also a factory for concrete implementations of \textbf{TokenStreamFactory} allows slight changes in the serialization and deserialization rules (e.g., changing the quote character used in JSON keys from " to '). Like TokenStreamFactory, this class is only implemented by one class, JsonFactoryBuilder, within this module's scope. Moreover, as mentioned previously, this abstract factory will likely be extended by concrete implementations in other Jackson modules.
\end{description}
\subsection{Builder Pattern}
The builder pattern does not seem to be analyzed by
\textit{Pattern4J}, as the analysis output does not mention the pattern, even to report that no instances of it have been found (as is the case with other patterns, e.g., the observer pattern).
A manual search in the source code produced the following results:
\begin{description}
\item[TSFBuilder] is also a builder other than an abstract factory. As mentioned previously, this class allows slightly altering the serialization and deserialization rules used to build outputting JsonFactory objects. Each rule is represented by an object or enum instance implementing the util.JacksonFeature interface. TSFBuilder then provides several overloaded methods to enable and disable features represented by the interface. Enabled features are stored in several bitmask-protected int fields, which are then directly accessed by the constructor of the TokenStreamFactory concrete implementation to build;
\marginpar[right text]{\color{white}\url{https://youtu.be/72b2nH-kdbU}}
\item[JsonFactoryBuilder] is a concrete factory implementation of \textbf{TSFBuilder} that builds \textbf{JsonFactory} instances;
\item[util.ByteArrayBuilder] provides facilities to build \textit{byte[]} objects
of varying length, akin to \textbf{StringBuilder} building \textbf{String}
objects. This is not a strict implementation of the builder pattern per se
(as Java arrays do not have a ``real'' constructor),
but it is nevertheless included since the features it exposes (namely
dynamic sizing while building) are decoupled by the underlying (fixed-size)
array representation.
\end{description}
\section{Creational Patterns}
\subsection{Adapter Pattern}
TBD
\subsection{Decorator Pattern}
Decorator pattern lets you dynamically change the behavior of an object at run time by wrapping them in an object of a decorator class.
(com.fasterxml.jackson.core omitted for brevity)
\begin{description}
\item[JsonGenerator]
TBD
\item[JsonParser]
TBD
\end{description}
Only in Pattern4j
\subsection{Bridge Pattern}
TBD
\subsection{Composite Pattern}
None found
\subsection{Facade Pattern}
TBD -- \textit{Pattern4J} does not detect this pattern
\subsection{Proxy Pattern}
None found
\section{Behavioral Patterns}
\subsection{Command Pattern}
None found
\subsection{Observer Pattern}
None found
\subsection{State Pattern}
Among the design patterns \textit{Pattern4J} detects, the state pattern is
detected in 5 classes. The state pattern is a variation of the strategy pattern
where the concrete strategy used by the matching context is determined by the
state of a finite state machine the context class implements. In other words,
the state pattern chooses the concrete strategy to use through the state of the
context.
By analyzing the \textit{Pattern4J} results and the code, we can say that all
the instances of the state pattern the tool finds are false positives. Namely:
\begin{description}
\item[util.DefaultPrettyPrinter \textit{\_inputDecorator} and
\textit{\_outputDecorator}] are fields flagged as states, thus flagging the
class as a state pattern instance. However, no ``state'' akin to a
finite-state machine is maintained by the class to determine which
implementation of these fields to invoke. What is detected are more likely
lightweight implementations of the strategy pattern, since these fields can
be mutated through matching getters and setters. Additionally, the
documentation of each of the matching \textit{...Decorator} field types
(namely interfaces) states that implementors are meant to be algorithms to
pre-process input before the formatting process (a feature labeled as
``decorator'' w.r.t.\ the library, not to be confused with the decorator
pattern);
\item[util.DefaultPrettyPrinter \_objectIndenter and \_arrayIndenter] are
false positives too, and are likely strategy patterns too for the reasons
described above.
\item[util.DefaultPrettyPrinter \_rootValueSeparator] is flagged as a state
field too, however the field is simply a boxed \textit{String-like}
immutable data structure (i.e.\ \textit{SerializableString}) that is
swapped during the pretty-printer parsing logic;
\item[json.WriterBasedJsonGenerator \_currentEscape] is a false positive for
the same reasons described above.
\end{description}
\subsection{Strategy Pattern}
\textit{Pattern4j} detects no instance of the strategy pattern in Jackson,
however the previous section regarding the state pattern referenced some false
positives that were indeed applications of this pattern. Due to the flexibility
of Jackson, there are many more instances of the strategy pattern to configure
and customize the serialization and deserialization pipeline in several stages.
\subsection{Template Method Pattern}
Due to the extendibility of Jackson, it is of no surprise that the template
method pattern is used extensively to create a class hierarchy that provides
rich interfaces while maintaining behavioural flexibility. \textit{Pattern4J}
correctly detects several instances of the pattern, namely
\textbf{JsonStreamContext}, \textbf{JsonGenerator}, \textbf{type.ResolvedType},
\textbf{JsonParser}, \textbf{base.ParserBase}, \textbf{base.GeneratorBase},
\textbf{base.ParserMinimalBase}. All these classes implement several concrete
\textit{public} methods throwgh the use of \textit{protected abstract} methods.
Although the concrete (i.e.\ the template) methods are usually not vary complex
(as the pattern example shown in class), they still follow the principles of the
template method pattern. We show as an example some template methods found in
\textbf{base.ParserBase}:
\begin{lstlisting}[caption=Template method \textit{void close()} and step
methods \textit{void \_closeInput()} and \textit{void \_releaseBuffers()} in
\textbf{base.ParserBase}., language=java]
@Override public void close() throws IOException {
if (!_closed) {
// 19-Jan-2018, tatu: as per [core#440] need to ensure no more data
// assumed available
_inputPtr = Math.max(_inputPtr, _inputEnd);
_closed = true;
try {
_closeInput();
} finally {
// as per [JACKSON-324], do in finally block
// Also, internal buffer(s) can now be released as well
_releaseBuffers();
}
}
}
protected abstract void _closeInput() throws IOException;
protected void _releaseBuffers() throws IOException {
/* implementation omitted */
}
\end{lstlisting}
Here the pattern is slightly modified by providing a default implementation of
\textit{void \_releaseBuffers()}. In this case, child classes occasionally
override the method with a body first calling \textit{super()} and then adding
additional buffer release code after.
\subsection{Visitor Pattern}
None found
\end{document}