Atomicity
Contents
Motivation
Many race conditions can be prevented by proper encapsulation avoiding check-then-write and read-then-modify-then-write patterns.
Background
Take a look at the synchronized and lock sections of the reference page
Lecture
Song to Recall
Frère Jacques, Frère Jacques, | Get then put is not atomic | |
Dormez-vous? Dormez-vous? | Call compute. Call compute. | |
Sonnez les matines! Sonnez les matines! | Use ConcurrentHashMap! Use ConcurrentHashMap! | |
Ding, dang, dong. Ding, dang, dong. | Or say shoot. Or say shoot. |
SuspectWordCount
Code To Fix: countWords
Warning:Do NOT use synchronized here. ConcurrentMaps are already thread safe. |
fix the code to remove the atomicity race.
class: | SuspectWordCount.java | |
methods: | countWords | |
package: | atomicity.wordcount.exercise | |
source folder: | student/src/main/java |
method: public static Map<String, Integer> countWords(Iterable<String> words)
(parallel implementation required)
StockPortfolio
note: somewhat out of date video.
Code To Fix
For this part of the exercise we are presented with broken code. HashMap is not thread-safe.
private final Map<String, Integer> map;
public StockPortfolio() {
this.map = new HashMap<>();
}
Luckily, ConcurrentHashMap ensures that all of its methods are thread-safe.
Warning:Do NOT use synchronized anywhere in this class. Leverage ConcurrentMap's thread safety. |
Our work is not done here. ConcurrentHashMap is unable to prevent the read-modify-write atomicity race in transfer. How will you fix the atomicity race?
private int transfer(String listingSymbol, int deltaShareCount) {
Integer oldValue = map.get(listingSymbol);
Integer newValue;
if (oldValue != null) {
newValue = oldValue + deltaShareCount;
} else {
newValue = deltaShareCount;
}
map.put(listingSymbol, newValue);
return newValue;
}
class: | StockPortfolio.java | |
methods: | transfer | |
package: | atomicity.stockportfolio.exercise | |
source folder: | student/src/main/java |
method: private int transfer(String listingSymbol, int deltaShareCount)
(thread-safe required)
CheckThenActCourse and Course
For this section we will investigate class CheckThenActCourse
which, although thread-safe, presents a check-then-act API which unfortunately leads clients to atomicity races. We will implement an improved class Course
which avoids this issue through better design.
CheckThenActCourse
Code To Investigate
Warning:Although the class below is technically thread-safe, it offers check-then-act usage which leads clients to atomicity races. |
class: | CheckThenActCourse.java | DEMO: |
methods: | isSpaceRemaining add drop |
|
package: | atomicity.course.demo | |
source folder: | src//java |
public class CheckThenActCourse { private final Collection<Student> students; private final int limit; public CheckThenActCourse(int limit, Supplier<Collection<Student>> collectionSupplier) { this.students = collectionSupplier.get(); this.limit = limit; } public int getLimit() { return this.limit; } public boolean isSpaceRemaining() { synchronized (this.students) { return this.students.size() < this.limit; } } public void add(Student student) { synchronized (this.students) { this.students.add(student); } } public boolean drop(Student student) { synchronized (this.students) { return this.students.remove(student); } } }
Course
We will build a thread-safe Course
class with an addIfSpace(student)
method in place of the separate methods isSpaceRemaining() to check and add(student) to act from CheckThenActCourse
. This better design does not lead clients towards atomicity races.
Code To Investigate
drop
method: public boolean drop(Student student)
(thread-safe required)
Removes the student from the course if the student was enrolled (the remove method returns just the status you need).
NOTE: This method is thread safe.
public boolean drop(Student student) { synchronized (this.students) { return this.students.remove(student); } }
NOTE: This method synchonizes on the students Collection.
Code To Implement
addIfSpace
class: | Course.java | |
methods: | addIfSpace | |
package: | atomicity.course.exercise | |
source folder: | student/src/main/java |
method: public boolean addIfSpace(Student student)
(thread-safe required)
Adds the student if there is space under the limit specified to the constructor and returns whether or not the add actually occurred.
NOTE: Must be thread safe.
NOTE: This method must synchronize on the same Object as drop(student)
.
Testing Your Solution
Correctness
class: | _AtomicityTestSuite.java | |
package: | atomicity | |
source folder: | testing/src/test/java |
class: _WordCountAtomicityTestSuite.java package: atomicity.wordcount.exercise source folder: testing/src/test/java class: _StockPortfolioAtomicityTestSuite.java package: atomicity.stockportfolio.exercise source folder: testing/src/test/java class: _CourseAtomicityTestSuite.java package: atomicity.course.exercise source folder: testing/src/test/java