Topic Coverage
- Asynchronous programming
- CompletableFuture
- Lambda functions
Problem Description
We have a Web API online for querying bus services and bus stops in Singapore. You can go ahead and try:
(note: our database is two years old though dont rely on this for your daily commute!)
In this lab, we will write a program that uses the Web API to do the following:
Given the current stop S, and a search string Q, returns the list of buses serving S that also serves any stop with description containing Q. For instance, given 16189 and Clementi, the program will output
Search for: 16189 <-> Clementi:From 16189- Can take 96 to: - 17171 Clementi Stn - 17091 Aft Clementi Ave 1 - 17009 Clementi Int- Can take 151 to: - 17091 Aft Clementi Ave 1- Can take 151e to: - 17091 Aft Clementi Ave 1Took 11,084ms
The pairs of S and Q are entered through the standard input with every pair of S and Q in a separate line.
08031 Orchard17009 NUS17009 MRT15131 Stn08031 Int
A working program has been written and is available here. Download and study the program to understand what it does and how it works. Keep a copy of program around for comparison and reference later.
The given program is written synchronously. Every query to the Web API is done one-by-one, and the program has to wait until one query completes before it can continue execution of the program. As a result, the program is slower than it should be.
The Task
Your task, for this lab, is to change the given program so that it executes asynchronously. Doing so can significantly speed up the program.
The root of synchronous Web API access can be found in the method httpGet in BusAPI.java, in which the invocation of method send from the class HttpClient is done synchronously (i.e., it blocks until the response returns).HttpClient also provides an asynchronous version of send called sendAsync, which is exactly the same as send except that it is asynchronous and returns a CompletableFuture<HttpResponse<T>> instead of HttpResponse<T>. (You do not need to get into the nitty-gritty details of the HttpClient and HttpResponse for this lab but they are still good to know, so read up about them at your leisure).
To make the program synchronous, you should first change the invocation of send in BusAPI to sendAsync. All other changes will be triggered by this.
It is important to note that your should not call CompletableFuture::join prematurely, so that everything that has been promised so far, from the lower-level Web API calls to the higher-level logic of searching for bus services, are done asynchronously. The only place where you should join is in the main() method after waiting for all the CompletableFuture objects to complete using allOf. The final step would then be to print out the description of the bus routes found.
The speed-up you would experience for the asynchronous version depends on the complexity of the inputs. For the following test input:
08031 Orchard17009 NUS17009 MRT15131 Stn08031 Int12345 Dummy
a typical reduction in the time from around 150-180 seconds to 10-15 seconds (i.e. more than 10 times speed up) is expected. Your milage may vary, but you should see some speed up in the total query time.
This task is divided into several levels. Read through all the levels to see how the different levels are related.
Remember to: * always compile your program files first before either using jshell to test your program, or using java to run your program * run checkstyle on your code
For this lab, you are also required to write javadoc comments and make sure you can generate the javadoc HTML files. You are not required to submit the javadoc HTML files, but they will be generated later based on your code.
Level 1: BusAPI.java
Start by changing the method call HttpClient::send to HttpClient::sendAsync in the method httpGet. In the skeleton code provided, notice that as soon as the send method returns with a HttpResponse, it proceeds to check the status. Since the send could take a long time to complete, we would have to wait for it to complete first.On the other hand, using sendAsync returns a response wrapped within a CompletableFuture; it is a promise that a response will be returned (not now, but eventually). The part of the code that deals with the response can now be attached as a callback to this CompletableFuture.Modify the BusAPI.java program such that sending a http request is now done asynchronously. You will also need to modify the getBusStopsServedBy and getBusServicesAt methods accordingly.Compile your java program as follows:
$ javac -Xlint:rawtypes BusAPI.java
Once compiled, you can update the given jar file and test your program.
$ jar uf level1.jar *.class$ echo "16189 Clementi" | java -jar level1.jarSearch for: 16189 <-> Clementi:From 16189- Can take 96 to: - 17171 Clementi Stn - 17091 Aft Clementi Ave 1 - 17009 Clementi Int- Can take 151 to: - 17091 Aft Clementi Ave 1- Can take 151e to: - 17091 Aft Clementi Ave 1Took 3,131ms
You may now proceed to submit BusAPI.java and test if this level passes. CodeCrunch will provide the asynchronous versions of the other classes.Check your styling by issuing the following
$ checkstyle *.java
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Level 2: BusService.java
Now compile the BusService.java class:
$ javac -Xlint:rawtypes BusService.java
and take note of the compilation errors. Specifically, the getBusStops method should now return a promise of a Set<BusStop>.In this case, as soon as BusAPI::getBusStopsServedBy method completes, a Scanner object can then be created to proceed with reading user input.Likewise, modify the findStopsWith method accordingly.Compile your java program as follows:
$ javac -Xlint:rawtypes BusService.java
Once compiled, you can update the given jar file and test your program.
$ jar uf level2.jar *.class$ echo "16189 Clementi" | java -jar level2.jarSearch for: 16189 <-> Clementi:From 16189- Can take 96 to: - 17171 Clementi Stn - 17091 Aft Clementi Ave 1 - 17009 Clementi Int- Can take 151 to: - 17091 Aft Clementi Ave 1- Can take 151e to: - 17091 Aft Clementi Ave 1Took 3,131ms
You may now proceed to submit BusAPI.java and BusService.java, in order to test if this level passes. CodeCrunch will provide the asynchronous versions of the other classes.Check your styling by issuing the following
$ checkstyle *.java
|
Level 3: BusSg.java and BusRoutes.java
Within the BusSg class, modify the getBusServices method to return a promise of a Set<BusServices>. In addition, the findBusServicesBetween method needs to be modified accordingly. This will trigger a change in the constructor of the BusRoutes class.Within the BusRoutes class, the Map of bus services should now map a bus service to a promise of a Set<BusStop>. When generating the description of the bus route, the original method goes through the bus services with the route, and for each bus service, it obtains a set of matching bus-stops and calls decribeService to return a String representing the bus service and its matching stops. With the new implementation, the set of matching bus-stops is now a promise. You will need to be able to combine these promises together, and return the string representation of the bus route as a promise.Compile your java program as follows:
$ javac -Xlint:rawtypes BusSg.java
Once compiled, you can update the given jar file and test your program.
$ jar uf level3.jar *.class$ echo "16189 Clementi" | java -jar level3.jarSearch for: 16189 <-> Clementi:From 16189- Can take 96 to: - 17171 Clementi Stn - 17091 Aft Clementi Ave 1 - 17009 Clementi Int- Can take 151 to: - 17091 Aft Clementi Ave 1- Can take 151e to: - 17091 Aft Clementi Ave 1Took 3,131ms
You may now proceed to submit BusAPI.java, BusService.java, BusRoutes.java and BusSg.java, in order to test if this level passes.Check your styling by issuing the following
$ checkstyle *.java
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Level 4: Main.java
In the Main class, you will now need to construct all the promises as CompletableFuture objects and wait for all of them to complete. Finally, output the description of the bus routes.A sample run of your java program as follows:
$ javac -Xlint:rawtypes Main.java$ echo "16189 Clementi" | java MainSearch for: 16189 <-> Clementi:From 16189- Can take 96 to: - 17171 Clementi Stn - 17091 Aft Clementi Ave 1 - 17009 Clementi Int- Can take 151 to: - 17091 Aft Clementi Ave 1- Can take 151e to: - 17091 Aft Clementi Ave 1Took 3,131ms$ cat test.in16189 Clementi 17009 NUS$ cat test.in | java MainSearch for: 16189 <-> Clementi:From 16189- Can take 96 to: - 17171 Clementi Stn - 17091 Aft Clementi Ave 1 - 17009 Clementi Int- Can take 151 to: - 17091 Aft Clementi Ave 1- Can take 151e to: - 17091 Aft Clementi Ave 1Search for: 17009 <-> NUS:From 17009- Can take 196 to: - 17191 NUS High Sch- Can take 156 to: - 41011 NUS Bt Timah Campus- Can take 96 to: - 16169 NUS Raffles Hall - 16199 NUS Fac Of Design & Env - 16149 NUS Fac Of Architecture - 16159 NUS Fac Of EngrgTook 3,924ms
You may proceed to submit your java files.Check your styling by issuing the following
$ checkstyle *.java
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