Wednesday, 27 August 2014

Hadoop (HDFS) version upgrade without losing data

 We have achieved upgrading the version from

 Hadoop 0.20.205.0 to ==> hadoop 1.0.3

 Hbase 0.90.4 to      ==> hbase 0.94.1

 

 We have followed the following steps and hope it helps

 

 Before upgrading the HDFS make sure existing cluster is working fine and filesystem is Healthy.

 1.       Stop all client applications running on the MapReduce cluster.

 stop-mapred.sh

 2.       kill any orphaned task process on the TaskTrackers.

 3.       Perform a filesystem check:

 hadoop fsck / -files -blocks -locations  dfs-v-old-fsck-1.log

 4.       Save a complete listing of the HDFS namespace to a local file.

 hadoop dfs -lsr /  dfs-v-old-lsr-1.log

 5.       Create a list of DataNodes participating in the cluster.

 hadoop dfsadmin -report  dfs-v-old-report-1.log.

 6.    stop and restart HDFS cluster( To create an checkpoint of the old version)

 stop-dfs.sh

 start-dfs.sh

 7.       Before stop the dfs take the backup of the Data Directory specified for storing image and other files of the HDFS

         (name specified in conf/hdfs-site.xml for <namedfs.data.dir</name property)

 8.       stop the hdfs cluster.

 stop-dfs.sh            

 After you have installed the new Hadoop version

 1.       Change the following files to redirect

 conf/slaves , conf/masters, conf/core-site.xml , conf/hdfs-site.xml, conf/mapred-site.xml

 2.       Start the actual HDFS upgrade process.

 hadoop-daemon.sh start namenode –upgrade

 3.       Check the upgrade process status

 hadoop dfsadmin -upgradeProgress status this should give you

 Upgrade for version –(new version_no) has been completed.

 Upgrade is not finalized.

 4.       Compare the namespace log by taking the new log.

 hadoop dfs -lsr /  dfs-v-new-lsr-0.log

 Compare it with old

 5.       Perform a filesystem check

 hadoop fsck / -files -blocks -locations  dfs-v-new-fsck-1.log

 and compare it with old
 6. Create list of DataNodes participating in the cluster.

    hadoop dfsadmin -report  dfs-v-old-report-1.log.

     and compare it with old

 7.       Start the HDFS cluster

 start-dfs.sh

 8.       Start the MapReduce cluster

 start-mapred.sh

 9.       Finalize the upgrade

        hadoop dfsadmin –finalizeUpgrade

Tuesday, 8 July 2014

Ganglia Monitoring Tool 1


What is Ganglia:

  • It is a highly scalable monitoring system for high performance computing.
  • It can monitor a system or clusters of systems or grid of clusters.
  • It uses the XML technology for data representation.
  • It uses the RRDtool for the data storage and visualization..
  • The implementation of ganglia is robust, has been ported to an extensive set of operating systems and processor architectures, and is currently in use on thousands of clusters around the world.
  • It has been used to link clusters across university campuses and around the world and can scale to handle clusters with 2000 nodes.
In a simple manner, “Ganglia is a real time cluster monitoring tool that collects information from each computers in the cluster and provides and interactive way to view the performance of computers and cluster a whole.”

Like other monitoring tool ganglia only provide a way to view but not control the performance of the cluster.
Architecture of Ganglia:
      The Ganglia system consists of, two daemons gmond and gmetad, a PHP based web frontend, and two other utilities gmetric and gstat.
What is Gmond:
      Gmond runs on every node of the cluster and gather the information like CPU, memory, network, disk, swap etc.
What is Gmetad:
      Gmetad runs on head node. It gathers data from all other nodes and stores them in round robin database. It can poll multiple clusters and aggregate the metrics. It is also used by the web frontend in generating the UI.
What is PHP Web Frontend:
     The Ganglia web front-end provides a view of the gathered information via real-time dynamic web pages. Most importantly, it displays Ganglia data in a meaningful way for system administrators and computer users. It should be installed on the same machine where gmetad is installed.
Ganglia Installation:
Installation of ganglia on master node:
 apt-get install ganglia-monitor rrdtool gmetad ganglia-webfrontend

The above command will install the gmond, gmetad and ganglia web UI on the node. The ganglia web frontend package also installs the required apache server and php modules. In order to deploy and run Ganglia in Apache server, it is required to copy the apache.conf file from /etc/ganglia-webfrontend/apache.conf to /etc/apache2/sites-enabled/:
sudo cp /etc/ganglia-webfrontend/apache.conf /etc/apache2/sites-enabled/ganglia.conf

The /etc/ganglia-webfrontend/apache.conf contains a simple alias for /ganglia towards /usr/share/ganglia-webfrontend.
Installation of ganglia on other nodes:
  apt-get install ganglia-monitor

The above command will install the ganglia monitor.
Gmond configuration on master node:
      There are two type of configuration ganglia supports, one is multicast and other is unicast. Here I am taking an example of a cluster to configure the ganglia in unicast mode. I have a cluster named “Test” with the 192.168.1.1 as a master node and 192.168.1.2 and 192.168.1.3 as slave nodes.
 globals {                   
  daemonize = yes             
  setuid = yes            
  user = ganglia             
  debug_level = 0              
  max_udp_msg_len = 1472       
  mute = no             
  deaf = no         
  allow_extra_data = yes  
  host_dmax = 0 /*secs */
  cleanup_threshold = 300 /*secs */
  gexec = no            
  send_metadata_interval = 30                                       
}
cluster {
  name = "Test"
  owner = "clusterOwner"
  latlong = "unspecified"
  url = "unspecified"
}
udp_send_channel {
  host = 192.168.1.1
  port = 8649
  ttl = 1
} 
udp_recv_channel {
  port = 8649
}
tcp_accept_channel {
  port = 8649
}
Gmond configuration on other nodes:
globals {                   
  daemonize = yes             
  setuid = yes            
  user = ganglia             
  debug_level = 0              
  max_udp_msg_len = 1472       
  mute = no            
  deaf = no         
  allow_extra_data = yes  
  host_dmax = 0 /*secs */
  cleanup_threshold = 300 /*secs */
  gexec = no            
  send_metadata_interval = 30
}
cluster {
  name = "Test"
  owner = "clusterOwner"
  latlong = "unspecified"
  url = "unspecified"
}
udp_send_channel {
   # mcast_join = 239.2.11.71
  host = 192.168.1.1
  port = 8649
  ttl = 1
} 
tcp_accept_channel {
  port = 8649
}
The gmond configuration defines the following properties.
global section :
  • daemonize : It is a Boolean attribute. When true, gmond will daemonize. When false, gmond will run in the foreground.
  • setuid : The setuid attribute is a boolean. When true, gmond will set its effective UID to the uid of the user specified by the user attribute. When false, gmond will not change its effective user. 
  • debug_level : The debug_level is an integer value. When set to zero (0), gmond will run normally. A debug_level greater than zero will result in gmond running in the foreground and outputting debugging information. The higher the debug_level the more verbose the output.
  • mute : The mute attribute is a boolean. When true, gmond will not send data regardless of any other configuration directives.
  • deaf : The deaf attribute is a boolean. When true, gmond will not receive data regardless of any other configuration directives. 
  • allow_extra_data  : The allow_extra_data attribute is a boolean. When false, gmond will not send out the EXTRA_ELEMENT and EXTRA_DATA parts of the XML. This might be useful if you are using your own frontend to the metric data and will like to save some bandwith.
  • host_dmax: The host_dmax value is an integer with units in seconds. When set to zero (0), gmond will never delete a host from its list even when a remote host has stopped reporting. If host_dmax is set to a positive number then gmond will flush a host after it has not heard from it for host_dmax seconds. 
  • cleanup_threshold : The cleanup_threshold is the minimum amount of time before gmond will cleanup any hosts or metrics where tn > dmax a.k.a. expired data. 
  • gexec : The gexec boolean allows you to specify whether gmond will announce the hosts availability to run gexec jobs. Note: this requires that gexecd is running on the host and the proper keys have been installed.
  • send_metadata_interval  : The send_metadata_interval establishes an interval in which gmond will send or resend the metadata packets that describe each enabled metric. This directive by default is set to 0 which means that gmond will only send the metadata packets at startup and upon request from other gmond nodes running remotely. If a new machine running gmond is added to a cluster, it needs to announce itself and inform all other nodes of the metrics that it currently supports. In multicast mode, this isn't a problem because any node can request the metadata of all other nodes in the cluster. However in unicast mode, a resend interval must be established. The interval value is the minimum number of seconds between resends.

Cluster section : 
  • name : The name attributes specifies the name of the cluster of machines.
  • owner : The owner tag specifies the administrators of the cluster. The pair name/owner should be unique to all clusters in the world.
  • latlong : The latlong attribute is the latitude and longitude GPS coordinates of this cluster on earth.
    Specified to 1 mile accuracy with two decimal places per axis in decimal.
  • url : The url for more information on the cluster. Intended to give purpose, owner, administration, and account details for this cluster.
Udp_send_channel :
      You can define as many udp_send_channel sections as you like within the limitations of memory and file descriptors. If gmond is configured as mute this section will be ignored.
The udp_send_channel has a total of five attributes: mcast_join, mcast_if, host, port and ttl.
  • mcast _join and mcast_if : The mcast_join and mcast_if attributes are optional. When specified gmond will create the UDP socket and join the mcast_join multicast group and send data out the interface specified by mcast_if.
  • ttl : The ttl is time to live field for send data.
  • host and port : If only a host and port are specified then gmond will send unicast UDP messages to the hosts specified. You could specify multiple unicast hosts for redundancy as gmond will send UDP messages to all UDP channels.
Udp_recv_channel :
      You can specify as many udp_recv_channel sections as you like within the limits of memory and file descriptors. If gmond is configured deaf this attribute will be ignored.
The udp_recv_channel section has following attributes: mcast_join, bind, port, mcast_if, family.
  • mcast_join and mcast_if : The mcast_join and mcast_if should only be used if you want to have this UDP channel receive multicast packets the multicast group mcast_join on interface mcast_if. If you do not specify multicast attributes then gmond will simply create a UDP server on the specified port.
  • port : The port is for creating a udp server on port.
  • bind : You can use the bind attribute to bind to a particular local address.
Tcp_accept_channel :
      You can specify as many tcp_accept_channel sections as you like within the limitations of memory and file descriptors. If gmond is configured to be mute, then these sections are ignored.
  • bind : The bind address is optional and allows you to specify which local address gmond will bind to for this channel. 
  • port : The port is an integer than specifies which port to answer requests for data.

Gmetad Configuration:
 data_source "Test" 15 192.168.1.1:8649
The gmetad configuration defines the data source configuration with cluster name, pooling interval and the gmond running ip and port. In data source configuration“Test” is the cluster name, 15 is the gmetad polling interval for metrics and “192.168.1.1:8649” is the gmond ip and port of head node.
Starting Ganglia :
No old process of gmetad and gmond should be running on machines.
Starting gmetad : Run the below command on head node of cluster.
 sudo service gmetad start
Starting gmond : Run the below command on all the nodes of cluster.
 sudo service ganglia-monitor start
Starting Apache Server :
Stop old running instance of apache2 server. Then run the below command to start apache server.

Ganglia Monitoring tool

Ganglia Monitoring tool


Ganglia is a scalable distributed monitoring system for high-performance computing systems such as clusters and Grids. It is based on a hierarchical design targeted at federations of clusters. It leverages widely used technologies such as XML for data representation, XDR for compact, portable data transport, and RRDtool for data storage and visualization.
It uses carefully engineered data structures and algorithms to achieve very low per-node overheads and high concurrency. The implementation is robust, has been ported to an extensive set of operating systems and processor architectures, and is currently in use on thousands of clusters around the world. It has been used to link clusters across university campuses and around the world and can scale to handle clusters with 2000 nodes.
Be mindful that Ganglia will only help you to view the performance of your servers, and it doesn’t tweak or improve the performance. In this tutorial, we are going to implement Ganglia Monitoring Tool on Ubuntu 13.10 server and let us use Ubuntu 13.04 as our Monitoring target. Though it was tested on Ubuntu 13.10, the same method should work on Debian 7 and other Ubuntu versions as well.
Install Ganglia On Ubuntu 13.10
Before proceeding to install Ganglia, you have to complete the following tasks.
Make sure your Server has a properly installed and configured LAMP stack. To install and configure LAMP server, refer the following link.
If you’re using Debian, refer the following link.
Ganglia consists of two main daemons called gmond (Ganglia Monitoring Daemon) and gmetad (Ganglia Meta Daemon), a PHP-based web front-end and a few other small utilities.
Ganglia Monitoring Daemon (gmond):
Gmond runs on each node you want to monitor and monitor changes in the host state, announce relevant changes, listen to the state of all other ganglia nodes via a unicast or multicast channel and answer requests for an XML description of the cluster state.
Ganglia Meta Daemon (gmetad):
Gmetad runs on the master node which gathers all information from the client nodes.
Ganglia PHP Web Front-end:
It displays all the gathered information from the clients in a meaningful way like graphs via web pages.
Ganglia Installation On Master node
Install Ganglia using command:
$ sudo apt-get install ganglia-monitor rrdtool gmetad ganglia-webfrontend
During installation, you’ll be asked to restart apache service to activate the new configuration. Click Yes to continue.
sk@server: ~_001
Configure Master node
Now copy ganglia configuration file /etc/ganglia-webfrontend/apache.conf to /etc/apache2/sites-enabled/ directory as shown below.
$ sudo cp /etc/ganglia-webfrontend/apache.conf /etc/apache2/sites-enabled/ganglia.conf
Then edit file /etc/ganglia/gmetad.conf,
$ sudo nano /etc/ganglia/gmetad.conf
Find the following line and modify as shown below.
data_source "my cluster" 50 192.168.1.101:8649
As per the above line, the logs will be collected from each node every 50 seconds. Also, you can assign a name for your client groups. In my case, I use the default group name “my cluster”. Here 192.168.1.101 is my master node IP address.
Save and close the file.
Edit file /etc/ganglia/gmond.conf,
$ sudo nano /etc/ganglia/gmond.conf
Find the following sections and modify them with your values.
[...]
cluster {
  name = "my cluster"  ## Name assigned to the client groups
  owner = "unspecified"
  latlong = "unspecified"
  url = "unspecified"
}

[...]

udp_send_channel   {
#mcast_join = 239.2.11.71 ## Comment
  host = 192.168.1.101   ## Master node IP address
  port = 8649
  ttl = 1
}

[...]

udp_recv_channel {
  port = 8649
}

/* You can specify as many tcp_accept_channels as you like to share
   an xml description of the state of the cluster */
tcp_accept_channel {
  port = 8649
}

[...]
The changes in the above configuration file show that the master node which has IP address 192.168.1.101 will collect data from all nodes on tcp and udp port 8649.
Save and close the file. Then start ganglia-monitor, gmetad and apache services.
$ sudo /etc/init.d/ganglia-monitor start
$ sudo /etc/init.d/gmetad start
$ sudo /etc/init.d/apache2 restart
Ganglia Installation On Clients
Install the following package for each client you want to monitor.
On Debian / Ubuntu clients:
$ sudo apt-get install ganglia-monitor
On RHEL based clients:
# yum install ganglia-gmond
Configure Clients
Edit file /etc/ganglia/gmond.conf,
$ sudo nano /etc/ganglia/gmond.conf
Make the changes as shown below.
[...]

cluster {
  name = "my cluster"     ## Cluster name
  owner = "unspecified"
  latlong = "unspecified"
  url = "unspecified"

[...]

udp_send_channel {
  #mcast_join = 239.2.11.71   ## Comment
  host = 192.168.1.104   ## IP address of master node
  port = 8649
  ttl = 1
}
## Comment the whole section
/* You can specify as many udp_recv_channels as you like as well.
udp_recv_channel {
  mcast_join = 239.2.11.71
  port = 8649
  bind = 239.2.11.71
}
*/

tcp_accept_channel {
  port = 8649
}

[...]
Save and close the file. Next, restart ganglia-monitor service.
On Debian based systems:
$ sudo /etc/init.d/ganglia-monitor restart
On RHEL based systems:
# service gmond restart
Access Ganglia web frontend
Now point your web browser with URL http://ip-address/ganglia. You should see the client node graphs.
Ganglia:: unspecified Cluster Report - Mozilla Firefox_002
To view a particular node graphs, select the particular node you want from the Grid Choose Node drop-down box.
For example, i want to see the graphs of Ubuntu client which has IP address 192.168.1.100.
Ganglia:: unspecified Cluster Report - Mozilla Firefox_005
Graphs of my Ubuntu client (192.168.1.100) client:
Ganglia:: 192.168.1.100 Host Report - Mozilla Firefox_004
Client Node View:
Ganglia:: 192.168.1.100 Node View - Mozilla Firefox_006
Server Node view:
Ganglia:: 192.168.1.101 Node View - Mozilla Firefox_007
As you see in the above outputs, my client node (192.168.1.101) is down and server node (192.168.1.100) is up.

Thursday, 24 April 2014

Hadoop Core Java Interview Questions

Hadoop Core Java Interview Questions

 
1. What is the most important feature of Java?
Java is a platform independent language.

2. What do you mean by platform independence?
Platform independence means that we can write and compile the java code in one platform
(eg Windows) and can execute the class in any other supported platform eg
(Linux,Solaris,etc).

3. What is a JVM?
JVM is Java Virtual Machine which is a run time environment for the compiled java class
files.

4. Are JVM's platform independent?
JVM's are not platform independent. JVM's are platform specific run time implementation
provided by the vendor.

5. What is the difference between a JDK and a JVM?
JDK is Java Development Kit which is for development purpose and it includes execution
environment also. But JVM is purely a run time environment and hence you will not be able
to compile your source files using a JVM.

6. What is a pointer and does Java support pointers?
Pointer is a reference handle to a memory location. Improper handling of pointers leads to
memory leaks and reliability issues hence Java doesn't support the usage of pointers.

7. What is the base class of all classes?
java.lang.Object

8. Does Java support multiple inheritance?
Java doesn't support multiple inheritance.

9. Is Java a pure object oriented language?
Java uses primitive data types and hence is not a pure object oriented language.

10. Are arrays primitive data types?
In Java, Arrays are objects.

11. What is difference between Path and Classpath?
Path and Classpath are operating system level environment variales. Path is used define where the system can find the executables(.exe) files and classpath is used to specify the location .class files.

12. What are local variables?
Local varaiables are those which are declared within a block of code like methods. Local variables should be initialised before accessing them.

13. What are instance variables?
Instance variables are those which are defined at the class level. Instance variables need not be initialized before using them as they are automatically initialized to their default values.

14. How to define a constant variable in Java?
The variable should be declared as static and final. So only one copy of the variable exists for all instances of the class and the value can't be changed also.
static final int PI = 2.14; is an example for constant.

15. Should a main() method be compulsorily declared in all java classes?
No not required. main() method should be defined only if the source class is a java application.

16. What is the return type of the main() method?
Main() method doesn't return anything hence declared void.

17. Why is the main() method declared static?
main() method is called by the JVM even before the instantiation of the class hence it is declared as static.

18. What is the arguement of main() method?
main() method accepts an array of String object as arguement.

19. Can a main() method be overloaded?
Yes. You can have any number of main() methods with different method signature and implementation in the class.

20. Can a main() method be declared final?
Yes. Any inheriting class will not be able to have it's own default main() method.

21. Does the order of public and static declaration matter in main() method?
No. It doesn't matter but void should always come before main().

22. Can a source file contain more than one class declaration?
Yes a single source file can contain any number of Class declarations but only one of the class can be declared as public.

23. What is a package?
Package is a collection of related classes and interfaces. package declaration should be first statement in a java class.

24. Which package is imported by default?
java.lang package is imported by default even without a package declaration.
25. Can a class declared as private be accessed outside it's package?
Not possible.

26. Can a class be declared as protected?
A class can't be declared as protected. only methods can be declared as protected.

27. What is the access scope of a protected method?
A protected method can be accessed by the classes within the same package or by the subclasses of the class in any package.

28. What is the purpose of declaring a variable as final?
A final variable's value can't be changed. final variables should be initialized before using them.

29. What is the impact of declaring a method as final?
A method declared as final can't be overridden. A sub-class can't have the same method signature with a different implementation.

30. I don't want my class to be inherited by any other class. What should i do?
You should declared your class as final. But you can't define your class as final, if it is an abstract class. A class declared as final can't be extended by any other class.

31. Can you give few examples of final classes defined in Java API?
java.lang.String, java.lang.Math are final classes.

32. How is final different from finally and finalize()?
final is a modifier which can be applied to a class or a method or a variable. final class can't be inherited, final method can't be overridden and final variable can't be changed.
finally is an exception handling code section which gets executed whether an exception is raised or not by the try block code segment.
finalize() is a method of Object class which will be executed by the JVM just before garbage collecting object to give a final chance for resource releasing activity.

33. Can a class be declared as static?
We can not declare top level class as static, but only inner class can be declared static.
public class Test
{
static class InnerClass
{
public static void InnerMethod()
{ System.out.println("Static Inner Class!"); }
}
public static void main(String args[])
{
Test.InnerClass.InnerMethod();
}
}
//output: Static Inner Class!

34. When will you define a method as static?
When a method needs to be accessed even before the creation of the object of the class then we should declare the method as static.

35. What are the restriction imposed on a static method or a static block of code?
A static method should not refer to instance variables without creating an instance and cannot use "this" operator to refer the instance.

36. I want to print "Hello" even before main() is executed. How will you acheive that?
Print the statement inside a static block of code. Static blocks get executed when the class gets loaded into the memory and even before the creation of an object. Hence it will be executed before the main() method. And it will be executed only once.

37. What is the importance of static variable?
static variables are class level variables where all objects of the class refer to the same variable. If one object changes the value then the change gets reflected in all the objects.

38. Can we declare a static variable inside a method?
Static varaibles are class level variables and they can't be declared inside a method. If declared, the class will not compile.

39. What is an Abstract Class and what is it's purpose?
A Class which doesn't provide complete implementation is defined as an abstract class. Abstract classes enforce abstraction.

40. Can a abstract class be declared final?
Not possible. An abstract class without being inherited is of no use and hence will result in compile time error.

41. What is use of a abstract variable?
Variables can't be declared as abstract. only classes and methods can be declared as abstract.

42. Can you create an object of an abstract class?
Not possible. Abstract classes can't be instantiated.

43. Can a abstract class be defined without any abstract methods?
Yes it's possible. This is basically to avoid instance creation of the class.

44. Class C implements Interface I containing method m1 and m2 declarations. Class C has
provided implementation for method m2. Can i create an object of Class C?
No not possible. Class C should provide implementation for all the methods in the Interface
I. Since Class C didn't provide implementation for m1 method, it has to be declared as
abstract. Abstract classes can't be instantiated.

45. Can a method inside a Interface be declared as final?
No not possible. Doing so will result in compilation error. public and abstract are the only
applicable modifiers for method declaration in an interface.

46. Can an Interface implement another Interface?
Intefaces doesn't provide implementation hence a interface cannot implement another
interface.

47. Can an Interface extend another Interface?
Yes an Interface can inherit another Interface, for that matter an Interface can extend more
than one Interface.

48. Can a Class extend more than one Class?
Not possible. A Class can extend only one class but can implement any number of
Interfaces.

49. Why is an Interface be able to extend more than one Interface but a Class can't extend
more than one Class?
Basically Java doesn't allow multiple inheritance, so a Class is restricted to extend only one
Class. But an Interface is a pure abstraction model and doesn't have inheritance hierarchy
like classes(do remember that the base class of all classes is Object). So an Interface is
allowed to extend more than one Interface.

50. Can an Interface be final?
Not possible. Doing so so will result in compilation error.

51. Can a class be defined inside an Interface?
Yes it's possible.

52. Can an Interface be defined inside a class?
Yes it's possible.

53. What is a Marker Interface?
An Interface which doesn't have any declaration inside but still enforces a mechanism.
54. Which object oriented Concept is achieved by using overloading and overriding?
Polymorphism.

55. Why does Java not support operator overloading?
Operator overloading makes the code very difficult to read and maintain. To maintain code
simplicity, Java doesn't support operator overloading.

56. Can we define private and protected modifiers for variables in interfaces?
No.

57. What is Externalizable?
Externalizable is an Interface that extends Serializable Interface. And sends data into
Streams in Compressed Format. It has two methods, writeExternal(ObjectOuput out) and
readExternal(ObjectInput in)

58. What modifiers are allowed for methods in an Interface?
Only public and abstract modifiers are allowed for methods in interfaces.

59. What is a local, member and a class variable?
Variables declared within a method are "local" variables.
Variables declared within the class i.e not within any methods are "member" variables
(global variables).
Variables declared within the class i.e not within any methods and are defined as "static"
are class variables.

60. What is an abstract method?
An abstract method is a method whose implementation is deferred to a subclass.

61. What value does read() return when it has reached the end of a file?
The read() method returns -1 when it has reached the end of a file.

62. Can a Byte object be cast to a double value?
No, an object cannot be cast to a primitive value.

63. What is the difference between a static and a non-static inner class?
A non-static inner class may have object instances that are associated with instances of the
class's outer class. A static inner class does not have any object instances.

64. What is an object's lock and which object's have locks?
An object's lock is a mechanism that is used by multiple threads to obtain synchronized
access to the object. A thread may execute a synchronized method of an object only after it
has acquired the object's lock. All objects and classes have locks. A class's lock is acquired
on the class's Class object.

65. What is the % operator?
It is referred to as the modulo or remainder operator. It returns the remainder of dividing
the first operand by the second operand.

66. When can an object reference be cast to an interface reference?
An object reference be cast to an interface reference when the object implements the
referenced interface.

67. Which class is extended by all other classes?
The Object class is extended by all other classes.

68. Which non-Unicode letter characters may be used as the first character of an identifier?
The non-Unicode letter characters $ and _ may appear as the first character of an identifier

69. What restrictions are placed on method overloading?
Two methods may not have the same name and argument list but different return types.

70. What is casting?
There are two types of casting, casting between primitive numeric types and casting
between object references. Casting between numeric types is used to convert larger values,
such as double values, to smaller values, such as byte values. Casting between object
references is used to refer to an object by a compatible class, interface, or array type
reference.

71. What is the return type of a program's main() method?
void.

72. If a variable is declared as private, where may the variable be accessed?
A private variable may only be accessed within the class in which it is declared.

73. What do you understand by private, protected and public?
These are accessibility modifiers. Private is the most restrictive, while public is the least
restrictive. There is no real difference between protected and the default type (also known
as package protected) within the context of the same package, however the protected
keyword allows visibility to a derived class in a different package.

74. What is Downcasting ?
Downcasting is the casting from a general to a more specific type, i.e. casting down the
hierarchy

75. What modifiers may be used with an inner class that is a member of an outer class?
A (non-local) inner class may be declared as public, protected, private, static, final, or
abstract.

76. How many bits are used to represent Unicode, ASCII, UTF-16, and UTF-8 characters?
Unicode requires 16 bits and ASCII require 7 bits Although the ASCII character set uses
only 7 bits, it is usually represented as 8 bits.
UTF-8 represents characters using 8, 16, and 18 bit patterns.
UTF-16 uses 16-bit and larger bit patterns.

77. What restrictions are placed on the location of a package statement within a source
code file?
A package statement must appear as the first line in a source code file (excluding blank
lines and comments).

78. What is a native method?
A native method is a method that is implemented in a language other than Java.

79. What are order of precedence and associativity, and how are they used?
Order of precedence determines the order in which operators are evaluated in expressions.
Associatity determines whether an expression is evaluated left-to-right or right-to-left.

80. Can an anonymous class be declared as implementing an interface and extending a
class?
An anonymous class may implement an interface or extend a superclass, but may not be
declared to do both.

81. What is the range of the char type?
The range of the char type is 0 to 216 - 1 (i.e. 0 to 65535.)

82. What is the range of the short type?
The range of the short type is -(215) to 215 - 1. (i.e. -32,768 to 32,767)

83. Why isn't there operator overloading?
Because C++ has proven by example that operator overloading makes code almost
impossible to maintain.

84. What does it mean that a method or field is "static"?
Static variables and methods are instantiated only once per class. In other words they are
class variables, not instance variables. If you change the value of a static variable in a
particular object, the value of that variable changes for all instances of that class. Static
methods can be referenced with the name of the class rather than the name of a particular
object of the class (though that works too). That's how library methods like
System.out.println() work. out is a static field in the java.lang.System class.

85. Is null a keyword?
The null value is not a keyword.

86. Which characters may be used as the second character of an identifier, but not as the
first character of an identifier?
The digits 0 through 9 may not be used as the first character of an identifier but they may
be used after the first character of an identifier.

87. Is the ternary operator written x : y ? z or x ? y : z ?
It is written x ? y : z.

88. How is rounding performed under integer division?
The fractional part of the result is truncated. This is known as rounding toward zero.

89. If a class is declared without any access modifiers, where may the class be accessed?
A class that is declared without any access modifiers is said to have package access. This
means that the class can only be accessed by other classes and interfaces that are defined
within the same package.

90. Does a class inherit the constructors of its superclass?
A class does not inherit constructors from any of its superclasses.

91. Name the eight primitive Java types.
The eight primitive types are byte, char, short, int, long, float, double, and boolean.

92. What restrictions are placed on the values of each case of a switch statement?
During compilation, the values of each case of a switch statement must evaluate to a value
that can be promoted to an int value.

93. What is the difference between a while statement and a do while statement?
A while statement checks at the beginning of a loop to see whether the next loop iteration
should occur. A do while statement checks at the end of a loop to see whether the next
iteration of a loop should occur. The do whilestatement will always execute the body of a
loop at least once.

94. What modifiers can be used with a local inner class?
A local inner class may be final or abstract.

95. When does the compiler supply a default constructor for a class?
The compiler supplies a default constructor for a class if no other constructors are
provided.

96. If a method is declared as protected, where may the method be accessed?
A protected method may only be accessed by classes or interfaces of the same package or
by subclasses of the class in which it is declared.

97. What are the legal operands of the instanceof operator?
The left operand is an object reference or null value and the right operand is a class,
interface, or array type.

98. Are true and false keywords?
The values true and false are not keywords.

99. What happens when you add a double value to a String?
The result is a String object.

100. What is the diffrence between inner class and nested class?
When a class is defined within a scope od another class, then it becomes inner class. If the
access modifier of the inner class is static, then it becomes nested class.

101. Can an abstract class be final?
An abstract class may not be declared as final.

102. What is numeric promotion?
Numeric promotion is the conversion of a smaller numeric type to a larger numeric type, so
that integer and floating-point operations may take place. In numerical promotion, byte,
char, and short values are converted to int values. The int values are also converted to long
values, if necessary. The long and float values are converted to double values, as required.

103. What is the difference between a public and a non-public class?
A public class may be accessed outside of its package. A non-public class may not be
accessed outside of its package.

104. To what value is a variable of the boolean type automatically initialized?
The default value of the boolean type is false.

105. What is the difference between the prefix and postfix forms of the ++ operator?
The prefix form performs the increment operation and returns the value of the increment
operation. The postfix form returns the current value all of the expression and then
performs the increment operation on that value.

106. What restrictions are placed on method overriding?
Overridden methods must have the same name, argument list, and return type. The
overriding method may not limit the access of the method it overrides. The overriding
method may not throw any exceptions that may not be thrown by the overridden method.

107. What is a Java package and how is it used?
A Java package is a naming context for classes and interfaces. A package is used to create a
separate name space for groups of classes and interfaces. Packages are also used to
organize related classes and interfaces into a single API unit and to control accessibility to
these classes and interfaces.

108. What modifiers may be used with a top-level class?
A top-level class may be public, abstract, or final.

109. What is the difference between an if statement and a switch statement?
The if statement is used to select among two alternatives. It uses a boolean expression to
decide which alternative should be executed. The switch statement is used to select among
multiple alternatives. It uses an int expression to determine which alternative should be
executed.

110. What are the practical benefits, if any, of importing a specific class rather than an
entire package (e.g. import java.net.* versus import java.net.Socket)?
It makes no difference in the generated class files since only the classes that are actually
used are referenced by the generated class file. There is another practical benefit to
importing single classes, and this arises when two (or more) packages have classes with
the same name. Take java.util.Timer and javax.swing.Timer, for example. If I import
java.util.* and javax.swing.* and then try to use "Timer", I get an error while compiling (the
class name is ambiguous between both packages). Let's say what you really wanted was the
javax.swing.Timer class, and the only classes you plan on using in java.util are Collection
and HashMap. In this case, some people will prefer to import java.util.Collection and import
java.util.HashMap instead of importing java.util.*. This will now allow them to use Timer,
Collection, HashMap, and other javax.swing classes without using fully qualified class
names in.

111. Can a method be overloaded based on different return type but same argument type ?
No, because the methods can be called without using their return type in which case there
is ambiquity for the compiler.

112. What happens to a static variable that is defined within a method of a class ?
Can't do it. You'll get a compilation error.

113. How many static initializers can you have ?
As many as you want, but the static initializers and class variable initializers are executed
in textual order and may not refer to class variables declared in the class whose
declarations appear textually after the use, even though these class variables are in scope.

114. What is the difference between method overriding and overloading?
Overriding is a method with the same name and arguments as in a parent, whereas
overloading is the same method name but different arguments

115. What is constructor chaining and how is it achieved in Java ?
A child object constructor always first needs to construct its parent (which in turn calls its
parent constructor.). In Java it is done via an implicit call to the no-args constructor as the
first statement.

116. What is the difference between the Boolean & operator and the && operator?
If an expression involving the Boolean & operator is evaluated, both operands are
evaluated. Then the & operator is applied to the operand. When an expression involving the
&& operator is evaluated, the first operand is evaluated. If the first operand returns a value
of true then the second operand is evaluated. The && operator is then applied to the first
and second operands. If the first operand evaluates to false, the evaluation of the second
operand is skipped.

117. Which Java operator is right associative?
The = operator is right associative.

118. Can a double value be cast to a byte?
Yes, a double value can be cast to a byte.

119. What is the difference between a break statement and a continue statement?
A break statement results in the termination of the statement to which it applies (switch,
for, do, or while). A continue statement is used to end the current loop iteration and return
control to the loop statement.

120. Can 123. How are this() and super() used with constructors?
a for statement loop indefinitely?
Yes, a for statement can loop indefinitely. For example, consider the following: for(;;);

121. To what value is a variable of the String type automatically initialized?
The default value of an String type is null.

122. What is the difference between a field variable and a local variable?
A field variable is a variable that is declared as a member of a class. A local variable is a
variable that is declared local to a method.
this() is used to invoke a constructor of the same class. super() is used to invoke a
superclass constructor.

124. What does it mean that a class or member is final?
A final class cannot be inherited. A final method cannot be overridden in a subclass. A final
field cannot be changed after it's initialized, and it must include an initializer statement
where it's declared.

125. What does it mean that a method or class is abstract?
An abstract class cannot be instantiated. Abstract methods may only be included in abstract
classes. However, an abstract class is not required to have any abstract methods, though
most of them do. Each subclass of an abstract class must override the abstract methods of
its superclasses or it also should be declared abstract.

126. What is a transient variable?
Transient variable is a variable that may not be serialized.

127. How does Java handle integer overflows and underflows?
It uses those low order bytes of the result that can fit into the size of the type allowed by
the operation.

128. What is the difference between the >> and >>> operators?
The >> operator carries the sign bit when shifting right. The >>> zero-fills bits that have
been shifted out.

129. Is sizeof a keyword?
The sizeof operator is not a keyword.