preface

Code optimization, a very important topic. Some people may feel useless, some small places have what to modify, change or not to change the efficiency of the code what impact? I think about it this way, like the whale in the sea, it eat a small shrimp useful? It didn’t work, but after eating more shrimp, the whale was full.

Code optimization is the same, if the project is aimed at bug-free online as soon as possible, then you can focus on the small, the details of the code can not be fine grinding; However, if there is enough time to develop and maintain the code, it is necessary to consider every detail that can be optimized. The accumulation of a small optimization point will definitely improve the running efficiency of the code.

The goals of code optimization are:

  • Reduce the size of the code
  • Improve the efficiency of code execution

Code optimization details

1. Specify final modifiers for classes and methods as much as possible

Classes with the final modifier are not derivable. In the Java core API, there are many examples of final applications, such as java.lang.String, where entire classes are final. Specifying a final modifier for a class makes it uninheritable, and specifying a final modifier for a method makes it unoverridden.

If a class is specified as final, all methods of that class are final. The Java compiler looks for opportunities to inline all final methods. Inlining is important for improving Java runtime efficiency. See Java Runtime Optimization. This can improve performance by an average of 50%.

Reuse objects as much as possible

Especially the use of String object, there should use StringBuilder/StringBuffer instead of String concatenation. Because the Java virtual machine takes time not only to generate objects, but also to garbage collect and dispose of them later, generating too many objects can have a significant impact on your program’s performance.

3. Use local variables whenever possible

Parameters passed when a method is called, as well as temporary variables created during the call, are quickly stored in the stack, while other variables, such as static variables, instance variables, and so on, are created in the heap and are slower. In addition, variables created in the stack are removed as the method completes its run, requiring no additional garbage collection.

4. Close the stream in time

During Java programming, be careful when connecting to the database and performing I/O flow operations. After using the database, close the database to release resources. Because the operation of these large objects will cause a large overhead of the system, a slight mistake will lead to serious consequences.

5. Minimize the double calculation of variables

Make it clear that calls to a method, even if there is only one statement in the method, have costs, including creating stack frames, protecting the scene when the method is called, and restoring the scene when the method is finished. So for example:

for (int i = 0; i < list.size(); i++) { ... 1}.Copy the code

You are advised to replace it with:

for (int i = 0, int length = list.size(); i < length; i++) { ... 1}.Copy the code

This saves a lot of overhead when list.size() is large.

6. Try to use a lazy loading strategy, that is, create it when you need it

Such as:

String str = "aaa"; if (i == 1) { list.add(str); 1}.Copy the code

You are advised to replace it with:

if (i == 1) { String str = "aaa"; list.add(str); 1}.Copy the code

7. Use exceptions with caution

Exceptions are detrimental to performance. To throw an exception, a new object is created. The constructor of the Throwable interface calls a locally synchronized method called fillInStackTrace(), which checks the stack to collect the call trace information. Whenever an exception is thrown, the Java virtual machine must adjust the call stack because a new object is created during processing. Exceptions should only be used for error handling and should not be used to control program flow.

8. Do not use try… The catch… You should put it in the outermost layer

Unless you have to. If you do this for no reason at all, your senior, obsessive-compulsive manager will probably scold you for writing such junk code.

9. If you can estimate the length of the content to be added, specify the initial length for the underlying array-based collections and utility classes

Examples include ArrayList, LinkedLlist, StringBuilder, StringBuffer, HashMap, HashSet, etc. Take StringBuilder for example:

  • StringBuilder() // Allocates 16 character space by default
  • StringBuilder(int size) // The default allocation of size character space
  • StringBuilder(String STR) // Default allocation of 16 characters +str.length() character space

The ability to set the initialization capacity of a class (not just the StringBuilder above) can significantly improve performance. For example, StringBuilder, length is the number of characters that the current StringBuilder can hold. Because when StringBuilder reaches its maximum capacity, it increases its current capacity by two plus two, and whenever StringBuilder reaches its maximum capacity, It would have to create a new character array and copy the contents of the old character array into the new character array — a very performance expensive operation. Imagine that the array contains about 5000 characters without specifying the length, and the nearest power of 5000 is 4096, with each increment incrementing by 2:

  • Applying for 8194 character arrays on top of 4096 is equivalent to applying for 12290 character arrays at one time. If you can specify 5000 character arrays at the beginning, you can save more than twice the space.
  • Copy the original 4096 characters into the new character array.

In this way, it wastes memory space and reduces the efficiency of the code. Therefore, you can’t go wrong with setting a reasonable initialization capacity for collections and utility classes that are implemented in arrays at the bottom. This will bring immediate results. Note, however, that for collections such as a HashMap, which is implemented as an array + linked list, do not set the initial size to the size you estimated, because the probability of joining only one object on a table is almost zero. The recommended initial size is 2 to the NTH power, or new HashMap(128) or new HashMap(256) if 2000 elements are expected.

10. Run the system.arraycopy () command to copy a large amount of data

Multiplication and division use shift operations

Such as:

for (val = 0; val < 100000; val += 5) { a = val * 8; b = val / 2; 1}.Copy the code

Using shift operation can greatly improve performance, because at the bottom of the computer, the counterpoint operation is the most convenient and fastest, so it is recommended to change to:

for (val = 0; val < 100000; val += 5) { a = val << 3; b = val >> 1; 1}.Copy the code

The shift operation, while fast, can make the code difficult to understand, so it is best to comment accordingly.

12. Do not keep creating object references within the loop

Such as:

for (int i = 1; i <= count; i++) { Object obj = new Object(); 1}.Copy the code

If count is too large, the memory will be used. We recommend changing it to:

Object obj = null; for (int i = 0; i <= count; i++) { obj = new Object(); 1}.Copy the code

Each time a new Object() is called, the Object reference refers to a different Object, but there is only one Object in memory. This saves a lot of memory.

13. For efficiency and type checking purposes, use arrays whenever possible, and use ArrayList only when the size of the array is uncertain

Use HashMap, ArrayList, and StringBuilder as much as possible. Hashtable, Vector, and StringBuffer are not recommended unless thread-safe because they incur performance overhead due to synchronization

Do not declare arrays to be public static final

Declaring an array public is a security loophole, which means that the array can be changed by an external class.

16, try to use singletons in appropriate situations

Singletons can reduce the load burden, shorten the load time, and improve the load efficiency. However, they are not applicable to all places. In brief, singletons are mainly applicable to the following three aspects:

  • Control the use of resources, through thread synchronization to control concurrent access to resources
  • Control the generation of instances to achieve the purpose of saving resources
  • Control the sharing of data and allow communication between unrelated processes or threads without establishing a direct correlation

17. Avoid arbitrary use of static variables

Remember that when an object is referenced by a variable defined as static, GC usually does not reclaim the heap memory occupied by the object, as in:

public class A { private static B b = new B(); 1}.Copy the code

The lifetime of the static variable B is the same as that of class A. If class A is not unloaded, the object referred to by b will stay in memory until the program terminates.

18. Clear up sessions that are no longer needed

To clear out inactive sessions, many application servers have a default session timeout, typically 30 minutes. When the application server needs to hold more sessions, if the memory is low, the operating system will move some of the data to disk, the application server may dump some of the inactive sessions to disk according to the MRU (most frequently used recently) algorithm, or even throw an out-of-memory exception.

If a session is to be dumped to disk, it must first be serialized, and serializing objects can be expensive in a large cluster. Therefore, when a session is no longer needed, it should be immediately cleared by calling the invalidate() method of HttpSession.

19. Collections that implement the RandomAccess interface, such as ArrayList, should be traversed using the most common for loop rather than the foreach loop

This is what the JDK recommends to users. The RandomAccess interface is implemented to show that it supports fast RandomAccess. The main purpose of this interface is to allow general algorithms to change their behavior to provide good performance when applied to random or continuously accessed lists.

Practical experience shows that the efficiency of using ordinary for loop is higher than foreach loop if the class instance implementing RandomAccess interface is accessed randomly. Conversely, if the access is sequential, it is more efficient to use Iterator. This can be done with code like the following:

if (list instanceof RandomAccess) {    for (int i = 0; i < list.size(); i++) {    }} else {    Iterator iterator = list.iterable();    while (iterator.hasNext()) {        iterator.next();    }}1.
Copy the code

The underlying implementation principle for loops is the Iterator, see Java Syntax Sugar 1: Variable-length Arguments and foreach loops. Instead, it is more efficient to use Iterator if the class is accessed sequentially.

Use synchronized code blocks instead of synchronized methods

This point has been clearly stated in the article of synchronized lock method block in multi-threaded module. Unless it can be determined that a whole method needs to be synchronized, it should try to use synchronized code block to avoid the synchronization of those codes that do not need to be synchronized, which affects the efficiency of code execution.

21. Declare constants static final and name them in uppercase

This allows you to put the content into the constant pool at compile time, avoiding the need to evaluate the value of the generated constant at run time. In addition, it is easy to distinguish constants from variables by naming them in uppercase

Don’t create objects that you don’t use, and don’t import classes that you don’t use

This makes no sense, if “The value of The local variable I is not used”, “The import java.util is never used” appear in The code, remove these useless content.

23. Avoid the use of reflection during program operation

For more information, see Reflection. Reflection is a powerful feature that Java provides to users, and powerful features often mean inefficient. It is not recommended to use the invoke() Method (in particular, Method) Method with frequent use of reflection during program execution, if necessary, One suggested approach is to have classes that need to be loaded by reflection instantiate an object by reflection and put it into memory at project startup — the user only cares about getting the fastest response time when interacting with the peer side, not how long it takes the peer side to start the project.

24. Use database connection pools and thread pools

Both pools are designed to reuse objects, the former to avoid frequent opening and closing of connections, and the latter to avoid frequent thread creation and destruction.

Use buffered INPUT/output streams for IO operations

Buffered input and output streams (BufferedReader, BufferedWriter, BufferedInputStream, BufferedOutputStream) can greatly improve I/O efficiency.

26, ArrayList is used for sequential insertion and random access scenarios, and LinkedList is used for element deletion and intermediate insertion scenarios

27. Don’t let public methods have too many parameters

Public methods are methods that are provided externally. There are two main disadvantages to giving them too many parameters:

  • It violates the idea of object-oriented programming, because Java insists that everything is an object, and too many parameters, and object-oriented programming doesn’t fit
  • Too many parameters will inevitably increase the probability of error in method calls

As for how many “too many” means, three or four. For example, if we write an insertStudentInfo() method in JDBC and have 10 Student fields to insert into the Student table, we can wrap these 10 parameters in an entity class as parameters to insert().

28, String variables and string constants equals before string constants

This is a common trick if you have the following code:

String str = "123"; if (str.equals("123")) { ... 1}.Copy the code

You are advised to change the value to:

String str = "123"; if ("123".equals(str)) { ... 1}.Copy the code

This is mostly to avoid null-pointer exceptions.

29, If (I == 1) is the same as if (1 == I) in Java

If (I == 1) is different from if (1== I). If (I == 1) is different from if (1== I).

In C/C++, if (I == 1) is true, based on 0 and non-0, 0 means false, non-0 means true, if there is such a code:

int i = 2; if (i == 1) { ... } else { ... 1}.Copy the code

C/C++ determines that I ==1 is not true, so it is represented by 0, i.e. False. But if:

int i = 2; if (i = 1) { ... } else { ... 1}.Copy the code

If a programmer accidentally writes if (I == 1) as if (I = 1), then there’s a problem. If (I = 1); if (I = 1); if (I = 1); This can happen in C/C++ development and can lead to some unintelligible errors, so to avoid incorrect assignments in if statements, it is recommended to write if statements as:

int i = 2; if (1 == i) { ... } else { ... 1}.Copy the code

This way, even if the developer accidentally writes 1 = I, the C/C++ compiler can detect it in the first place because we can assign I to a variable, but not to a constant.

However, the C/C++ syntax for if (I = 1) is not possible in Java, because the Java compiler will report “Type Mismatch: Cannot convert from int to Boolean”. However, while there is no semantic difference between the Java if (I == 1) and if (1 == I), the former is recommended as a reading convention.

30. Do not use the toString() method on arrays

Take a look at what is printed using toString() on an array:

public static void main(String[] args) { int[] is = new int[]{1, 2, 3}; System.out.println(is.toString()); 1}.Copy the code

The result is:

[I@18a992f1.
Copy the code

The null pointer exception is possible because the array reference is null. AbstractCollections overrides the toString() method of Object, but it doesn’t make sense to print the contents of the collection toString().

31. Do not force downcasts of basic data types that are out of scope

This will never get the desired result:

public static void main(String[] args) { long l = 12345678901234L; int i = (int) l; System.out.println(i); 1}.Copy the code

We might expect some of them, but the result is:

19428925301.
Copy the code

Explain. In Java, long is 8 bytes 64-bit, so 12345678901234 should look like this:

0000 0000 0000 0000 0000 1011 0011 1010 0111 0011 1100 1110 0010 1111 1111 00101Copy the code

The first 32 bits of an int are the same as the first 32 bits of an int:

0111 0011 1100 1110 0010 1111 1111 00101Copy the code

This string of binary is represented as decimal 1942892530, so that’s what our console output is above. Two further conclusions can be drawn from this example:

  • The default data type of an integer isint, long l = 12345678901234L, this number is exceededintSo there’s one at the endLTheta means that this is alongModel number. By the way, the default type for floating-point isdouble, so the definitionfloatWhen you writeFloat f = 3.5 f
  • Then write another sentenceint ii = l + i;I get an error becauselong + intIs along, cannot be assigned toint

Public collection class not used data must be removed in time

If a collection class is public (that is, not an attribute in a method), the elements in the collection are not automatically freed because there are always references to them. Therefore, if some data in the public set is not used but not removed, it will cause the public set to increase, so that the system has the potential of memory leakage.

To convert a primitive datatype to a String, “primitive datatype. ToString () is the fastest way, followed by string.valueof (data), and data +” is the slowest

There are three general ways to convert a basic datatype. I have an Integer I, and I can use i.tostring (), string.valueof (I), and I +””.

public static void main(String[] args) { int loopTime = 50000; Integer i = 0; long startTime = System.currentTimeMillis(); for (int j = 0; j < loopTime; j++) { String str = String.valueOf(i); } system.out.println (" string.valueof () : "+ (system.currentTimemillis () -startTime) + "ms"); startTime = System.currentTimeMillis(); for (int j = 0; j < loopTime; j++) { String str = i.toString(); } system.out.println (" integer.toString () : "+ (system.currentTimemillis () -startTime) + "ms"); startTime = System.currentTimeMillis(); for (int j = 0; j < loopTime; j++) { String str = i + ""; } system.out. println(" I + "" : "+ (system.currentTimemillis () -startTime) + "ms"); 1}.Copy the code

The running results are as follows:

ValueOf () : 11ms integer.toSTRING () : 5ms I + "" : 25ms1.Copy the code

Therefore, the toString() method will be preferred when converting a primitive data type toString. As for why, it’s simple:

  • String.valueOf()Method called at the bottomInteger.toString()Method, but shorting the judgment before the call
  • Integer.toString()Method will not say, directly called
  • i + ""The bottom layer usesStringBuilderImplementation, use firstappend()Method splicing, reusetoString()Method to get a string

Compared with the three, it is obvious that 2 is the fastest, 1 is the second, and 3 is the slowest

34. Use the most efficient way to traverse the Map

There are many ways to traverse a Map. Generally, we need to traverse keys and values in a Map. The most efficient way is recommended as follows:

public static void main(String[] args) {    HashMap<string, string></string, string> map = new HashMap<string, string></string, string>();    map.put("111", "222");    Set<map.entry<string, string></string, string>> entrySet = map.entrySet();    Iterator<map.entry<string, string></string, string>> iter = entrySet.iterator();    while (iter.hasNext()) {        Map.Entry<string, string> entry = iter.next();        System.out.println(entry.getKey() + "    " + entry.getValue());    }}</string, string></map.entry<string, string></map.entry<string, string></string, string></string, string>1.
Copy the code

If you just want to iterate over the Map’s keys, use Set keySet = map.keyset (); Would be more appropriate

35. It is recommended to separate close() for resources

So let’s say I have a piece of code like this:

try { XXX.close(); YYY.close(); } catch (Exception e) { ... 1}.Copy the code

You are advised to change the value to:

try { XXX.close(); } catch (Exception e) { ... }try { YYY.close(); } catch (Exception e) { ... 1}.Copy the code

It’s a hassle, but it avoids resource leaks. I think if there is no modified code, in case xxx.close () throw exception, then into the catch block, yyy. close() will not be executed, YYY this resource will not be recycled, has been occupied, such a code is likely to cause the resource handle leak. This ensures that XXX and YYY will be closed no matter what.