Difference between revisions of "Atomicity"
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=Motivation= | =Motivation= | ||
− | Many [https://en.wikipedia.org/wiki/Race_condition race conditions] can be prevented by proper encapsulation avoiding check-then-write and read-then-modify-then-write | + | Many [https://en.wikipedia.org/wiki/Race_condition race conditions] can be prevented by proper encapsulation avoiding check-then-write and read-then-modify-then-write patterns. |
=Background= | =Background= |
Revision as of 04:03, 6 April 2023
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
get then put is not atomic
call compute
call compute
use ConcurrentHashMap
use ConcurrentHashMap
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
Code To Fix: transfer
Warning:Do NOT use synchronized here. ConcurrentMaps are already thread safe. |
For this part of the studio we are presented with broken code. Despite using a thread-safe concurrent map:
private final ConcurrentMap<String, Integer> map;
it suffers from an atomicity race:
private int transfer(String listingSymbol, int deltaShareCount) { Integer oldValue = this.map.get(listingSymbol); Integer newValue; if (oldValue != null) { newValue = oldValue + deltaShareCount; } else { newValue = deltaShareCount; } this.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)
NOTE: do not be concerned about ConcurrentMap vs ConcurrentHashMap. The supplier's get method will return an instance of a thread-safe map. (It will, in fact, be an instance of ConcurrentHashMap.)
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