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Java 8 in Action
Lambdas, streams, and functional-style programming

Год издания: 2014
Автор: Raoul-Gabriel Urma, Mario Fusco, Alan Mycroft

Издательство: Manning
ISBN: 9781617291999
Язык: Английский

Формат: ePub
Качество: Изначально компьютерное (eBook)
Интерактивное оглавление: Да
Количество страниц: 372

Описание: Java 8 in Action is a clearly written guide to the new features of Java 8. The book covers lambdas, streams, and functional-style programming. With Java 8's functional features you can now write more concise code in less time, and also automatically benefit from multicore architectures. It's time to dig in!
preface
acknowledgments
about this book
about the authors
about the cover illustration
Part 1 Fundamentals
1. Java 8: why should you care?
1.1. Why is Java still changing?
1.1.1. Java’s place in the programming language ecosystem
1.1.2. Stream processing
1.1.3. Passing code to methods with behavior parameterization
1.1.4. Parallelism and shared mutable data
1.1.5. Java needs to evolve
1.2. Functions in Java
1.2.1. Methods and lambdas as first-class citizens
1.2.2. Passing code: an example
1.2.3. From passing methods to lambdas
1.3. Streams
1.3.1. Multithreading is difficult
1.4. Default methods
1.5. Other good ideas from functional programming
1.6. Summary
2. Passing code with behavior parameterization
2.1. Coping with changing requirements
2.1.1. First attempt: filtering green apples
2.1.2. Second attempt: parameterizing the color
2.1.3. Third attempt: filtering with every attribute you can think of
2.2. Behavior parameterization
2.2.1. Fourth attempt: filtering by abstract criteria
2.3. Tackling verbosity
2.3.1. Anonymous classes
2.3.2. Fifth attempt: using an anonymous class
2.3.3. Sixth attempt: using a lambda expression
2.3.4. Seventh attempt: abstracting over List type
2.4. Real-world examples
2.4.1. Sorting with a Comparator
2.4.2. Executing a block of code with Runnable
2.4.3. GUI event handling
2.5. Summary
3. Lambda expressions
3.1. Lambdas in a nutshell
3.2. Where and how to use lambdas
3.2.1. Functional interface
3.2.2. Function descriptor
3.3. Putting lambdas into practice: the execute around pattern
3.3.1. Step 1: Remember behavior parameterization
3.3.2. Step 2: Use a functional interface to pass behaviors
3.3.3. Step 3: Execute a behavior!
3.3.4. Step 4: Pass lambdas
3.4. Using functional interfaces
3.4.1. Predicate
3.4.2. Consumer
3.4.3. Function
3.5. Type checking, type inference, and restrictions
3.5.1. Type checking
3.5.2. Same lambda, different functional interfaces
3.5.3. Type inference
3.5.4. Using local variables
3.6. Method references
3.6.1. In a nutshell
3.6.2. Constructor references
3.7. Putting lambdas and method references into practice!
3.7.1. Step 1: Pass code
3.7.2. Step 2: Use an anonymous class
3.7.3. Step 3: Use lambda expressions
3.7.4. Step 4: Use method references
3.8. Useful methods to compose lambda expressions
3.8.1. Composing Comparators
3.8.2. Composing Predicates
3.8.3. Composing Functions
3.9. Similar ideas from mathematics
3.9.1. Integration
3.9.2. Connecting to Java 8 lambdas
3.10. Summary
Part 2 Functional-style data processing
4. Introducing streams
4.1. What are streams?
4.2. Getting started with streams
4.3. Streams vs. collections
4.3.1. Traversable only once
4.3.2. External vs. internal iteration
4.4. Stream operations
4.4.1. Intermediate operations
4.4.2. Terminal operations
4.4.3. Working with streams
4.5. Summary
5. Working with streams
5.1. Filtering and slicing
5.1.1. Filtering with a predicate
5.1.2. Filtering unique elements
5.1.3. Truncating a stream
5.1.4. Skipping elements
5.2. Mapping
5.2.1. Applying a function to each element of a stream
5.2.2. Flattening streams
5.3. Finding and matching
5.3.1. Checking to see if a predicate matches at least one element
5.3.2. Checking to see if a predicate matches all elements
5.3.3. Finding an element
5.3.4. Finding the first element
5.4. Reducing
5.4.1. Summing the elements
5.4.2. Maximum and minimum
5.5. Putting it all into practice
5.5.1. The domain: Traders and Transactions
5.5.2. Solutions
5.6. Numeric streams
5.6.1. Primitive stream specializations
5.6.2. Numeric ranges
5.6.3. Putting numerical streams into practice: Pythagorean triples
5.7. Building streams
5.7.1. Streams from values
5.7.2. Streams from arrays
5.7.3. Streams from files
5.7.4. Streams from functions: creating infinite streams!
5.8. Summary
6. Collecting data with streams
6.1. Collectors in a nutshell
6.1.1. Collectors as advanced reductions
6.1.2. Predefined collectors
6.2. Reducing and summarizing
6.2.1. Finding maximum and minimum in a stream of values
6.2.2. Summarization
6.2.3. Joining Strings
6.2.4. Generalized summarization with reduction
6.3. Grouping
6.3.1. Multilevel grouping
6.3.2. Collecting data in subgroups
6.4. Partitioning
6.4.1. Advantages of partitioning
6.4.2. Partitioning numbers into prime and nonprime
6.5. The Collector interface
6.5.1. Making sense of the methods declared by Collector interface
6.5.2. Putting them all together
6.6. Developing your own collector for better performance
6.6.1. Divide only by prime numbers
6.6.2. Comparing collectors' performances
6.7. Summary
7. Parallel data processing and performance
7.1. Parallel streams
7.1.1. Turning a sequential stream into a parallel one
7.1.2. Measuring stream performance
7.1.3. Using parallel streams correctly
7.1.4. Using parallel streams effectively
7.2. The fork/join framework
7.2.1. Working with RecursiveTask
7.2.2. Best practices for using the fork/join framework
7.2.3. Work stealing
7.3. Spliterator
7.3.1. The splitting process
7.3.2. Implementing your own Spliterator
7.4. Summary
Part 3 Effective Java 8 programming
8. Refactoring, testing, and debugging
8.1. Refactoring for improved readability and flexibility
8.1.1. Improving code readability
8.1.2. From anonymous classes to lambda expressions
8.1.3. From lambda expressions to method references
8.1.4. From imperative data processing to Streams
8.1.5. Improving code flexibility
8.2. Refactoring object-oriented design patterns with lambdas
8.2.1. Strategy
8.2.2. Template method
8.2.3. Observer
8.2.4. Chain of responsibility
8.2.5. Factory
8.3. Testing lambdas
8.3.1. Testing the behavior of a visible lambda
8.3.2. Focusing on the behavior of the method using a lambda
8.3.3. Pulling complex lambdas into separate methods
8.3.4. Testing high-order functions
8.4. Debugging
8.4.1. Examining the stack trace
8.4.2. Logging information
8.5. Summary
9. Default methods
9.1. Evolving APIs
9.1.1. API version 1
9.1.2. API version 2
9.2. Default methods in a nutshell
9.3. Usage patterns for default methods
9.3.1. Optional methods
9.3.2. Multiple inheritance of behavior
9.4. Resolution rules
9.4.1. Three resolution rules to know
9.4.2. Most specific default-providing interface wins
9.4.3. Conflicts and explicit disambiguation
9.4.4. Diamond problem
9.5. Summary
10. Using Optional as a better alternative to null
10.1. How do you model the absence of a value?
10.1.1. Reducing NullPointerExceptions with defensive checking
10.1.2. Problems with null
10.1.3. What are the alternatives to null in other languages?
10.2. Introducing the Optional class
10.3. Patterns for adopting Optional
10.3.1. Creating Optional objects
10.3.2. Extracting and transforming values from optionals with map
10.3.3. Chaining Optional objects with flatMap
10.3.4. Default actions and unwrapping an optional
10.3.5. Combining two optionals
10.3.6. Rejecting certain values with filter
10.4. Practical examples of using Optional
10.4.1. Wrapping a potentially null value in an optional
10.4.2. Exceptions vs. Optional
10.4.3. Putting it all together
10.5. Summary
11. CompletableFuture: composable asynchronous programming
11.1. Futures
11.1.1. Futures limitations
11.1.2. Using CompletableFutures to build an asynchronous application
11.2. Implementing an asynchronous API
11.2.1. Converting a synchronous method into an asynchronous one
11.2.2. Dealing with errors
11.3. Make your code non-blocking
11.3.1. Parallelizing requests using a parallel Stream
11.3.2. Making asynchronous requests with CompletableFutures
11.3.3. Looking for the solution that scales better
11.3.4. Using a custom Executor
11.4. Pipelining asynchronous tasks
11.4.1. Implementing a discount service
11.4.2. Using the Discount service
11.4.3. Composing synchronous and asynchronous operations
11.4.4. Combining two CompletableFutures—dependent and independent
11.4.5. Reflecting on Future vs. CompletableFuture
11.5. Reacting to a CompletableFuture completion
11.5.1. Refactoring the best-price-finder application
11.5.2. Putting it to work
11.6. Summary
12. New Date and Time API
12.1. LocalDate, LocalTime, Instant, Duration, and Period
12.1.1. Working with LocalDate and LocalTime
12.1.2. Combining a date and a time
12.1.3. Instant: a date and time for machines
12.1.4. Defining a Duration or a Period
12.2. Manipulating, parsing, and formatting dates
12.2.1. Working with TemporalAdjusters
12.2.2. Printing and parsing date-time objects
12.3. Working with different time zones and calendars
12.3.1. Fixed offset from UTC/Greenwich
12.3.2. Using alternative calendar systems
12.4. Summary
Part 4 Beyond Java
13. Thinking functionally
13.1. Implementing and maintaining systems
13.1.1. Shared mutable data
13.1.2. Declarative programming
13.1.3. Why functional programming?
13.2. What’s functional programming?
13.2.1. Functional-style Java
13.2.2. Referential transparency
13.2.3. Object-oriented vs. functional-style programming
13.2.4. Functional style in practice
13.3. Recursion vs. iteration
13.4. Summary
14. Functional programming techniques
14.1. Functions everywhere
14.1.1. Higher-order functions
14.1.2. Currying
14.2. Persistent data structures
14.2.1. Destructive updates vs. functional
14.2.2. Another example with Trees
14.2.3. Using a functional approach
14.3. Lazy evaluation with streams
14.3.1. Self-defining stream
14.3.2. Your own lazy list
14.4. Pattern matching
14.4.1. Visitor design pattern
14.4.2. Pattern matching to the rescue
14.5. Miscellany
14.5.1. Caching or memoization
14.5.2. What does "return the same object" mean?
14.5.3. Combinators
14.6. Summary
15. Blending OOP and FP: comparing Java 8 and Scala
15.1. Introduction to Scala
15.1.1. Hello beer
15.1.2. Basic data structures: List, Set, Map, Tuple, Stream, Option
15.2. Functions
15.2.1. First-class functions in Scala
15.2.2. Anonymous functions and closures
15.2.3. Currying
15.3. Classes and traits
15.3.1. Less verbosity with Scala classes
15.3.2. Scala traits vs. Java 8 interfaces
15.4. Summary
16. Conclusions and where next for Java
16.1. Review of Java 8 features
16.1.1. Behavior parameterization (lambdas and method references)
16.1.2. Streams
16.1.3. CompletableFuture
16.1.4. Optional
16.1.5. Default methods
16.2. What’s ahead for Java?
16.2.1. Collections
16.2.2. Type system enhancements
16.2.3. Pattern matching
16.2.4. Richer forms of generics
16.2.5. Deeper support for immutability
16.2.6. Value types
16.3. The final word
Appendix A: Miscellaneous language updates
A.1. Annotations
A.1.1. Repeated annotations
A.1.2. Type annotations
A.2. Generalized target-type inference
Appendix B: Miscellaneous library updates
B.1. Collections
B.1.1. Additional methods
B.1.2. The Collections class
B.1.3. Comparator
B.2. Concurrency
B.2.1. Atomic
B.2.2. ConcurrentHashMap
B.3. Arrays
B.3.1. Using parallelSort
B.3.2. Using setAll and parallelSetAll
B.3.3. Using parallelPrefix
B.4. Number and Math
B.4.1. Number
B.4.2. Math
B.5. Files
B.6. Reflection
B.7. String
Appendix C: Performing multiple operations in parallel on a stream
C.1. Forking a stream
C.1.1. Implementing the Results interface with the ForkingStreamConsumer
C.1.2. Developing the ForkingStreamConsumer and the BlockingQueueSpliterator
C.1.3. Putting the StreamForker to work
C.2. Performance considerations
Appendix D: Lambdas and JVM bytecode
D.1. Anonymous classes
D.2. Bytecode generation
D.3. InvokeDynamic to the rescue
D.4. Code-generation strategies
index
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