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17 Oct, 2022 | Duration parse(CharSequence) method in Java with Examples
17 Oct, 2022
The parse(CharSequence) method of Duration Class in java.time package is used to get a Duration from a string passed as the parameter. The format for the String to be parsed is “PnDTnHnMn.nS” where “nD” means ‘n’ number of Days, “nH” means ‘n’ number of Hours, “nM” means ‘n’ number of Minutes, “nS” means ‘n’ number of Seconds and “T” is a prefix that must be used before the part consisting of “nHnMn.nS”. The formats accepted are based on the ISO-8601 duration format. Syntax:
public static Duration parse(CharSequence text)
Parameters: This method accepts a parameter text which is CharSequence to be parsed into Duration. Return Value: This method returns a Duration representing the time passed in the form of CharSequence as parameter. Exception: This method throws DateTimeParseException if the text cannot be parsed to a duration. Below examples illustrate the Duration.parse() method: Example 1:
Java
// Java code to illustrate parse() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Get the text
String time = "P2DT3H4M";
// Duration using parse() method
Duration duration
= Duration.parse(time);
System.out.println(duration.getSeconds());
}
}
Output:
183840
Example 2: To demonstrate DateTimeParseException
Java
// Java code to illustrate parse() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Get the text
String time = "M";
try {
// Duration using parse() method
Duration duration
= Duration.parse(time);
}
catch (Exception e) {
System.out.println("Exception: " + e);
}
}
}
Output:
Exception:
java.time.format.DateTimeParseException:
Text cannot be parsed to a Duration
Reference: https://docs.oracle.com/javase/9/docs/api/java/time/Duration.html#parse-java.lang.CharSequence- | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a Structure in C++/array::fill() and array::swap() in C++ STL/STD::array in C++/set cbegin() and cend() function in C++ STL/Difference between std::set vs std::vector in C++ STL/set vs unordered_set in C++ STL/How to Delete an Element from the Set in C++?/How to traverse a C++ set in reverse direction/Find Maximum and Minimum Element in a Set in C++ STL/Counting Inversions using Set in C++ STL/Commonly Asked C++ Interview Questions | Set 2/C++ Programming Examples/When do we pass arguments by pointer?/Variable Length Arrays (VLAs) in C/How to pass an array by value in C ?/memcpy() in C/C++/C++ Map of Functions/Passing Pointers to Functions In C++/std::function in C++/Virtual Function in C++/Virtual Functions and Runtime Polymorphism in C++/How Does Default Virtual Behavior Differ in C++ and Java?/Comparison of Exception Handling in C++ and Java/Foreach in C++ and Java/Templates in C++ vs Generics in Java/Floating Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why Array.length() gives error when used in Java?/CharArrayWriter size() method in Java with examples/CharArrayWriter append() method in Java with Examples/Writer append(char) method in Java with Examples/PrintWriter append(CharSequence) method in Java with Examples/PrintStream append(CharSequence, int, int) method in Java with Examples/Pattern split(CharSequence,int) method in Java with Examples/Duration parse(CharSequence) method in Java with Examples | https://www.geeksforgeeks.org/duration-parsecharsequence-method-in-java-with-examples/?ref=ml_lbp | Pandas | Duration parse(CharSequence) method in Java with Examples | memcpy() in C, C++, Python | Pandas Series.to_sparse(), Find Maximum and Minimum Element in a Set in C++ STL, Sum of all even occurring element in an array, std::function in C++, How to pass an array by value in C ?, Sorting a 2D Array according to values in any given column in Java, Java Program to Find the Length, Templates in C++ vs Generics in Java, Virtual Functions and Runtime Polymorphism in C++, PrintWriter append(CharSequence) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, CharArrayWriter append() method in Java with Examples, Merging or Concatenating two Dictionaries in Python, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | Pandas Series.sum(), Competitive Programming – A Complete Guide, When do we pass arguments by pointer?, Dictionary items in value range in Python, Difference between std::set vs std::vector in C++ STL, Virtual Function in C++, Is sizeof for a struct equal to the sum of sizeof of each member?, Python | pandas.date_range() method, Why Array.length() gives error when used in Java?, Hashing in Data Structure, Size of an ArrayList, Python Program to Swap dictionary item’s position, Sort given array to descending-lowest-ascending form, C++ Map of Functions, Sort an array in descending order based on the sum of its occurrence, How to Get Current Date and Time using Python, Print with your own font using Python !!, Python | Ways to change keys in dictionary, Pandas Tutorial, Python – Dictionary values String Length Summation, Frequency of an element in an array, How Does Default Virtual Behavior Differ in C++ and Java?, Initializing a List in Java, How to traverse a C++ set in reverse direction, Floating Point Operations & Associativity in C, C++ and Java, Writer append(char) method in Java with Examples, Array of Structures vs Array within a Structure in C++, Python calendar module | setfirstweekday() method, Dictionaries in Python, Python | Calendar Module, Sort elements by frequency | Set 4 (Efficient approach using hash), Python | Pandas Series.var, Pandas, Pattern split(CharSequence,int) method in Java with Examples, Comparison of Exception Handling in C++ and Java, Split a String into a Number of Substrings in Java, Sort given Array based on the fractional values, Duration parse(CharSequence) method in Java with Examples, set cbegin() and cend() function in C++ STL, Python | Pandas Series.to_string(), Foreach in C++ and Java, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, How to Delete an Element from the Set in C++?, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [-0.00242888951, -0.00844876096, -0.00740947, 0.0169078633, -0.00755941775, -0.00328074582, -0.0229781475, 0.00912611, -0.0102015948, -0.0360701084, 0.0139606213, -0.00326523418, 0.00494309375, -0.019772375, 0.00989652891, 0.0312717892, 0.0110237198, -0.0010845334, 0.0376833342, 0.0561320372, -0.0268457569, 0.0112305442, -0.00176058942, 0.0343327858, 0.0138572091, 0.038096983, -0.00245344988, -4.60102638e-05, -0.0150464466, -0.0205893312, 0.00719747553, 0.0278591942, 0.00722849928, -0.0150774708, -0.0122956876, -0.00589965517, 0.0461631194, -0.0237227138, 0.00493016746, -0.0213235561, -0.00164037291, 0.0321197696, -0.00237976876, 0.0110030379, -0.0203928482, 0.0229367837, -0.0131023014, 0.0217578858, 0.00723367, -0.0622126646, 0.00278695347, 0.0193897504, -0.0240536332, 0.000112945301, 0.018272901, 0.0121715935, 0.017931642, -0.00421921, 0.0305685885, -0.0246741045, 0.0392345153, 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26 Nov, 2018 | Duration toNanosPart() method in Java with Examples
26 Nov, 2018
The toNanosPart() method of Duration Class in java.time package is used get the nanoseconds part within seconds of the duration.
Syntax:
public long toNanosPart()
Parameters: This method do not accepts any parameter.
Return Value: This method returns a long value which is the nanoseconds part within seconds of the duration.
Below examples illustrate the Duration.toNanosPart() method:
Example 1:
// Java code to illustrate toNanosPart() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration using parse() method
Duration duration
= Duration.parse("P2DT3H4M");
System.out.println("Duration: "
+ duration);
// Get the number of nano-seconds
// using toNanosPart() method
System.out.println(duration.toNanosPart());
}
}
Output:
Duration: PT51H4M
0
Example 2:
// Java code to illustrate toNanosPart() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration using ofNanos() method
Duration duration = Duration.ofNanos(10);
System.out.println("Duration: "
+ duration);
// Get the number of nano-seconds
// using toNanosPart() method
System.out.println(duration.toNanosPart());
}
}
Output:
Duration: PT0.00000001S
10
Reference: https://docs.oracle.com/javase/9/docs/api/java/time/Duration.html#toNanosPart– | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal 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Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why 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Dictionary items in value range in Python, Difference between std::set vs std::vector in C++ STL, Duration toNanosPart() method in Java with Examples, Virtual Function in C++, Is sizeof for a struct equal to the sum of sizeof of each member?, Python | pandas.date_range() method, Why Array.length() gives error when used in Java?, Hashing in Data Structure, Size of an ArrayList, Python Program to Swap dictionary item’s position, Sort given array to descending-lowest-ascending form, C++ Map of Functions, Sort an array in descending order based on the sum of its occurrence, How to Get Current Date and Time using Python, Print with your own font using Python !!, Python | Ways to change keys in dictionary, Pandas Tutorial, Python – Dictionary values String Length Summation, Frequency of an element in an array, How Does Default Virtual Behavior Differ in C++ and Java?, Initializing a List in Java, How to traverse a C++ set in reverse direction, Floating Point Operations & Associativity in C, 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| Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [-0.00240593893, 0.00387948263, -0.0126158139, 0.0106730741, 0.0460741036, 0.00633189129, -0.0319952406, 0.0295248423, 0.0114585645, 0.0138390204, 0.0160216037, 0.00307900202, 0.012939604, -0.0272463206, 0.00876031537, 0.0112786815, -0.010966884, 0.0232768953, 0.0566032715, 0.0243202187, -0.00371159171, 0.0411093235, 0.000629966205, 0.0130115571, 0.0216219705, 0.0229890831, -0.0240324065, 0.02032681, -0.0323550068, -0.0175925847, -0.0067875958, 0.0180842653, 0.00769300805, -0.0143426936, -0.0157457832, -0.014402654, 0.0484245792, -0.038638927, 0.0081667006, -0.044922851, 1.37137577e-05, 0.0177005138, -0.0187198538, 0.0198231377, -0.0231689662, 0.0108469613, -0.0334343053, 0.0164293386, 0.00399340875, -0.0456184, 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26 Nov, 2018 | Duration ofNanos(long) method in Java with Examples
26 Nov, 2018
The ofNanos(long) method of Duration Class in java.time package is used to get a duration in a 1 nanoSecond format.
Syntax:
public static Duration ofNanos(long nanoSeconds)
Parameters: This method accepts a parameter nanoSeconds which is the number of nanoSeconds. It can be positive or negative.
Return Value: This method returns a Duration representing the time in 1 nanoSecond format.
Exception: This method throws ArithmeticException if the input nanoSeconds exceeds the capacity of Duration.
Below examples illustrate the Duration.ofNanos() method:
Example 1:
// Java code to illustrate ofNanos() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// input number of Nanos
long noOfNanos = 1000000;
// Duration using ofNanos() method
Duration duration
= Duration.ofNanos(noOfNanos);
System.out.println(duration.getSeconds());
}
}
Output:
0
Example 2:
// Java code to illustrate ofNanos() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// input number of Nanos
long noOfNanos = -1000000;
// Duration using ofNanos() method
Duration duration
= Duration.ofNanos(noOfNanos);
System.out.println(duration.getSeconds());
}
}
Output:
-1
Reference: https://docs.oracle.com/javase/9/docs/api/java/time/Duration.html#ofNanos-long- | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal 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according to values in any given column in Java, Java Program to Find the Length, Templates in C++ vs Generics in Java, Virtual Functions and Runtime Polymorphism in C++, Duration toDays() method in Java with Examples, PrintWriter append(CharSequence) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, CharArrayWriter append() method in Java with Examples, Merging or Concatenating two Dictionaries in Python, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | Pandas Series.sum(), Competitive Programming – A 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27 Aug, 2021 | Duration minusDays(long) method in Java with Examples
27 Aug, 2021
The minusDays(long) method of Duration Class in java.time package is used to get an immutable copy of this duration with the specified number of days subtracted, passed as the parameter.
Syntax:
public Duration minusDays(long numberOfDays)
Parameters: This method accepts a parameter numberOfDays which is the number of days to be subtracted. It can be positive or negative but not null.Return Value: This method returns a Duration which is an immutable copy of the existing duration with the parameter amount of days subtracted to it.Exception: This method throws ArithmeticException if numeric overflow occurs.Below examples illustrate the Duration.minusDays() method:Example 1:
Java
// Java code to illustrate minusDays() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration 1 using parse() method
Duration duration1
= Duration.parse("P2DT3H4M");
// Get the duration subtracted
// using minusDays() method
System.out.println(duration1.minusDays(2));
}
}
Output:
PT3H4M
Example 2:
Java
// Java code to illustrate minusDays() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration 1 using parse() method
Duration duration1
= Duration.parse("P0DT0H4M");
// Get the duration subtracted
// using minusDays() method
System.out.println(duration1.minusDays(5));
}
}
Output:
PT-119H-56M
Reference: https://docs.oracle.com/javase/9/docs/api/java/time/Duration.html#minusDays-long- | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a Structure in C++/array::fill() and array::swap() in C++ STL/STD::array in C++/set cbegin() and cend() function in C++ STL/Difference between std::set vs std::vector in C++ STL/set vs unordered_set in C++ STL/How to Delete an Element from the Set in C++?/How to traverse a C++ set in reverse direction/Find Maximum and Minimum Element in a Set in C++ STL/Counting Inversions using Set in C++ STL/Commonly Asked C++ Interview Questions | Set 2/C++ Programming Examples/When do we pass arguments by pointer?/Variable Length Arrays (VLAs) in C/How to pass an array by value in C ?/memcpy() in C/C++/C++ Map of Functions/Passing Pointers to Functions In C++/std::function in C++/Virtual Function in C++/Virtual Functions and Runtime Polymorphism in C++/How Does Default Virtual Behavior Differ in C++ and Java?/Comparison of Exception Handling in C++ and Java/Foreach in C++ and Java/Templates in C++ vs Generics in Java/Floating Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why Array.length() gives error when used in Java?/CharArrayWriter size() method in Java with examples/CharArrayWriter append() method in Java with Examples/Writer append(char) method in Java with Examples/PrintWriter append(CharSequence) method in Java with Examples/PrintStream append(CharSequence, int, int) method in Java with Examples/Pattern split(CharSequence,int) method in Java with Examples/Duration parse(CharSequence) method in Java with Examples/Duration toDays() method in Java with Examples/Duration toNanosPart() method in Java with Examples/Duration ofNanos(long) method in Java with Examples/Duration minusDays(long) method in Java with Examples | https://www.geeksforgeeks.org/duration-minusdayslong-method-in-java-with-examples/?ref=ml_lbp | Pandas | Duration minusDays(long) method in Java with Examples | memcpy() in C, C++, Python | Pandas Series.to_sparse(), Find Maximum and Minimum Element in a Set in C++ STL, Sum of all even occurring element in an array, std::function in C++, How to pass an array by value in C ?, Sorting a 2D Array according to values in any given column in Java, Java Program to Find the Length, Templates in C++ vs Generics in Java, Virtual Functions and Runtime Polymorphism in C++, Duration toDays() method in Java with Examples, PrintWriter append(CharSequence) method in Java with Examples, Duration minusDays(long) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, CharArrayWriter append() method in Java with Examples, Merging or Concatenating two Dictionaries in Python, Sort elements by frequency using STL, 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26 Nov, 2018 | Duration plusMinutes(long) method in Java with Examples
26 Nov, 2018
The plusMinutes(long) method of Duration Class in java.time package is used to get an immutable copy of this duration with the specified number of minutes added, passed as the parameter.
Syntax:
public Duration plusMinutes(long numberOfMinutes)
Parameters: This method accepts a parameter numberOfMinutes which is the number of minutes to be added. It can be positive or negative but not null.
Return Value: This method returns a Duration which is an immutable copy of the existing duration with the parameter amount of minutes added to it.
Exception: This method throws ArithmeticException if numeric overflow occurs.
Below examples illustrate the Duration.plusMinutes() method:
Example 1:
// Java code to illustrate plusMinutes() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration 1 using parse() method
Duration duration1
= Duration.parse("P2DT3H4M");
// Get the duration added
// using plusMinutes() method
System.out.println(duration1.plusMinutes(2));
}
}
Output:
PT51H6M
Example 2:
// Java code to illustrate plusMinutes() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration 1 using parse() method
Duration duration1
= Duration.parse("P0DT0H4M");
// Get the duration added
// using plusMinutes() method
System.out.println(duration1.plusMinutes(5));
}
}
Output:
PT9M
Reference: https://docs.oracle.com/javase/9/docs/api/java/time/Duration.html#plusMinutes-long- | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a Structure in C++/array::fill() and array::swap() in C++ STL/STD::array in C++/set cbegin() and cend() function in C++ STL/Difference between std::set vs std::vector in C++ STL/set vs unordered_set in C++ STL/How to Delete an Element from the Set in C++?/How to traverse a C++ set in reverse direction/Find Maximum and Minimum Element in a Set in C++ STL/Counting Inversions using Set in C++ STL/Commonly Asked C++ Interview Questions | Set 2/C++ Programming Examples/When do we pass arguments by pointer?/Variable Length Arrays (VLAs) in C/How to pass an array by value in C ?/memcpy() in C/C++/C++ Map of Functions/Passing Pointers to Functions In C++/std::function in C++/Virtual Function in C++/Virtual Functions and Runtime Polymorphism in C++/How Does Default Virtual Behavior Differ in C++ and Java?/Comparison of Exception Handling in C++ and Java/Foreach in C++ and Java/Templates in C++ vs Generics in Java/Floating Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why Array.length() gives error when used in Java?/CharArrayWriter size() method in Java with examples/CharArrayWriter append() method in Java with Examples/Writer append(char) method in Java with Examples/PrintWriter append(CharSequence) method in Java with Examples/PrintStream append(CharSequence, int, int) method in Java with Examples/Pattern split(CharSequence,int) method in Java with Examples/Duration parse(CharSequence) method in Java with Examples/Duration toDays() method in Java with Examples/Duration toNanosPart() method in Java with Examples/Duration ofNanos(long) method in Java with Examples/Duration minusDays(long) method in Java with Examples/Duration plusMinutes(long) method in Java with Examples | https://www.geeksforgeeks.org/duration-plusminuteslong-method-in-java-with-examples/?ref=ml_lbp | Pandas | Duration plusMinutes(long) method in Java with Examples | memcpy() in C, C++, Python | Pandas Series.to_sparse(), Find Maximum and Minimum Element in a Set in C++ STL, Sum of all even occurring element in an array, std::function in C++, How to pass an array by value in C ?, Sorting a 2D Array according to values in any given column in Java, Java Program to Find the Length, Templates in C++ vs Generics in Java, Virtual Functions and Runtime Polymorphism in C++, Duration toDays() method in Java with Examples, PrintWriter append(CharSequence) method in Java with Examples, Duration minusDays(long) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, CharArrayWriter append() method in Java with Examples, Merging or Concatenating two Dictionaries in Python, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | Pandas Series.sum(), Competitive Programming – A Complete Guide, When do we pass arguments by pointer?, Dictionary items in value range in Python, Difference between std::set vs std::vector in C++ STL, Duration toNanosPart() method in Java with Examples, Virtual Function in C++, Is sizeof for a struct equal to the sum of sizeof of each member?, Python | pandas.date_range() method, Why Array.length() gives error when used in Java?, Hashing in Data Structure, Size of an ArrayList, Python Program to Swap dictionary item’s position, Sort given array to descending-lowest-ascending form, C++ Map of Functions, Sort an array in descending order based on the sum of its occurrence, How to Get Current Date and Time using Python, Print with your own font using Python !!, Python | Ways to change keys in dictionary, Pandas Tutorial, Python – Dictionary values 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Python | Pandas Series.to_string(), Foreach in C++ and Java, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, How to Delete an Element from the Set in C++?, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [0.0110007105, 0.025285216, -0.012150039, 0.0201484226, 0.0255197715, 0.0116574699, -0.0300936289, 0.0299294386, -0.0141672269, -0.00607501948, 0.0439559296, 0.002871854, -0.00283520436, -0.0281702634, -0.00479082111, 0.0431584381, -0.0104377745, 0.0337058, 0.0345502049, 0.046582967, -0.0310553107, 0.0206761751, -0.0130882654, 0.0640339851, 0.0302343629, 0.0162665099, 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26 Nov, 2018 | Duration plusHours(long) method in Java with Examples
26 Nov, 2018
The plusHours(long) method of Duration Class in java.time package is used to get an immutable copy of this duration with the specified number of hours added, passed as the parameter.
Syntax:
public Duration plusHours(long numberOfHours)
Parameters: This method accepts a parameter numberOfHours which is the number of hours to be added. It can be positive or negative but not null.
Return Value: This method returns a Duration which is an immutable copy of the existing duration with the parameter amount of hours added to it.
Exception: This method throws ArithmeticException if numeric overflow occurs.
Below examples illustrate the Duration.plusHours() method:
Example 1:
// Java code to illustrate plusHours() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration 1 using parse() method
Duration duration1
= Duration.parse("P2DT3H4M");
// Get the duration added
// using plusHours() method
System.out.println(duration1.plusHours(2));
}
}
Output:
PT53H4M
Example 2:
// Java code to illustrate plusHours() method
import java.time.Duration;
public class GFG {
public static void main(String[] args)
{
// Duration 1 using parse() method
Duration duration1
= Duration.parse("P0DT0H4M");
// Get the duration added
// using plusHours() method
System.out.println(duration1.plusHours(5));
}
}
Output:
PT5H4M
Reference: https://docs.oracle.com/javase/9/docs/api/java/time/Duration.html#plusHours-long- | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a Structure in C++/array::fill() and array::swap() in C++ STL/STD::array in C++/set cbegin() and cend() function in C++ STL/Difference between std::set vs std::vector in C++ STL/set vs unordered_set in C++ STL/How to Delete an Element from the Set in C++?/How to traverse a C++ set in reverse direction/Find Maximum and Minimum Element in a Set in C++ STL/Counting Inversions using Set in C++ STL/Commonly Asked C++ Interview Questions | Set 2/C++ Programming Examples/When do we pass arguments by pointer?/Variable Length Arrays (VLAs) in C/How to pass an array by value in C ?/memcpy() in C/C++/C++ Map of Functions/Passing Pointers to Functions In C++/std::function in C++/Virtual Function in C++/Virtual Functions and Runtime Polymorphism in C++/How Does Default Virtual Behavior Differ in C++ and Java?/Comparison of Exception Handling in C++ and Java/Foreach in C++ and Java/Templates in C++ vs Generics in Java/Floating Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why Array.length() gives error when used in Java?/CharArrayWriter size() method in Java with examples/CharArrayWriter append() method in Java with Examples/Writer append(char) method in Java with Examples/PrintWriter append(CharSequence) method in Java with Examples/PrintStream append(CharSequence, int, int) method in Java with Examples/Pattern split(CharSequence,int) method in Java with Examples/Duration parse(CharSequence) method in Java with Examples/Duration toDays() method in Java with Examples/Duration toNanosPart() method in Java with Examples/Duration ofNanos(long) method in Java with Examples/Duration minusDays(long) method in Java with Examples/Duration plusMinutes(long) method in Java with Examples/Duration plusHours(long) method in Java with Examples | https://www.geeksforgeeks.org/duration-plushourslong-method-in-java-with-examples/?ref=ml_lbp | Pandas | Duration plusHours(long) method in Java with Examples | memcpy() in C, C++, Python | Pandas Series.to_sparse(), Find Maximum and Minimum Element in a Set in C++ STL, Sum of all even occurring element in an array, std::function in C++, How to pass an array by value in C ?, Sorting a 2D Array according to values in any given column in Java, Java Program to Find the Length, Templates in C++ vs Generics in Java, Virtual Functions and Runtime Polymorphism in C++, Duration toDays() method in Java with Examples, PrintWriter append(CharSequence) method in Java with Examples, Duration minusDays(long) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, CharArrayWriter append() method in Java with Examples, Merging or Concatenating two Dictionaries in Python, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | Pandas Series.sum(), Duration plusHours(long) method in Java with Examples, Competitive Programming – A Complete Guide, When do we pass arguments by pointer?, Dictionary items in value range in Python, Difference between std::set vs std::vector in C++ STL, Duration toNanosPart() method in Java with Examples, Virtual Function in C++, Is sizeof for a struct equal to the sum of sizeof of each member?, Python | pandas.date_range() method, Why Array.length() gives error when used in Java?, Hashing in Data Structure, Size of an ArrayList, Python Program to Swap dictionary item’s position, Sort given array to descending-lowest-ascending form, C++ Map of Functions, Sort an array in descending order based on the sum of its occurrence, How to Get Current Date and Time using Python, Print with your own font using Python !!, Python | Ways to change keys in dictionary, Pandas Tutorial, Python – Dictionary values String Length Summation, Frequency of an element in an array, How Does Default Virtual Behavior Differ in C++ and Java?, Initializing a List in Java, How to traverse a C++ set in reverse direction, Floating Point Operations & Associativity in C, C++ and Java, Writer append(char) method in Java with Examples, Array of Structures vs Array within a Structure in C++, Duration plusMinutes(long) method in Java with Examples, Python calendar module | setfirstweekday() method, Dictionaries in Python, Python | Calendar Module, Sort elements by frequency | Set 4 (Efficient approach using hash), Python | Pandas Series.var, Pandas, Pattern split(CharSequence,int) method in Java with Examples, Comparison of Exception Handling in C++ and Java, Split a String into a Number of Substrings in Java, Duration ofNanos(long) method in Java with Examples, Sort given Array based on the fractional values, Duration parse(CharSequence) method in Java with Examples, set cbegin() and cend() function in C++ STL, Python | Pandas Series.to_string(), Foreach in C++ and Java, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, How to Delete an Element from the Set in C++?, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [0.012108922, 0.00785380229, -0.0082816584, 0.0384953506, 0.0152504425, -0.0103154415, -0.0217093155, 0.0278282482, -0.0163405966, 0.00146013312, 0.0398316719, 0.015754493, 0.00137514796, -0.0238661803, -0.011364569, 0.0335486308, -0.00948317256, 0.03036022, 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12 Sep, 2022 | How to count unique values in a Pandas Groupby object?
12 Sep, 2022
Here, we can count the unique values in Pandas groupby object using different methods. This article depicts how the count of unique values of some attribute in a data frame can be retrieved using Pandas.
Method 1: Count unique values using nunique()
The Pandas dataframe.nunique() function returns a series with the specified axis’s total number of unique observations. The total number of distinct observations over the index axis is discovered if we set the value of the axis to 0.
Python3
# import pandas
import pandas as pd
# create dataframe
df = pd.DataFrame({'Col_1': ['a', 'b', 'c', 'b', 'a', 'd'],
'Col_2': [1, 2, 3, 3, 2, 1]})
# call groupby method.
df = df.groupby('Col_1')['Col_2'].nunique()
display(df)
Output:
Col_1
a 2
b 2
c 1
d 1
Name: Col_2, dtype: int64
Method 2: Count unique values using agg()
Functions Used:
The groupby() function is used to split the data into groups based on some criteria. Pandas’ objects can be split on any of their axes.
The agg() is used to pass a function or list of functions to be applied on a series or even each element of a series separately. In the case of the list of functions, multiple results are returned by agg() method.
Pandas reset_index() is a method to reset the index of a df.reset-index() method sets a list of integers ranging from 0 to the length of data as an index.
Example 1:
In the output, you will find that the elements present in col_1 counted the unique element present in that column, i.e, a is present 2 times.
Python
# import pandas
import pandas as pd
# create dataframe
df = pd.DataFrame({'Col_1': ['a', 'b', 'c', 'b', 'a', 'd'],
'Col_2': [1, 2, 3, 3, 2, 1]})
# print original dataframe
print("original dataframe:")
display(df)
# call groupby method.
df = df.groupby("Col_1")
# call agg method
df = df.agg({"Col_2": "nunique"}).reset_index()
# print dataframe
print("final dataframe:")
display(df)
Output:
Example 2:
In the output, you will find that the elements present in col_2 counted the unique element present in that column, i.e,3 is present 2 times.
Python
# import pandas
import pandas as pd
# create dataframe
df = pd.DataFrame({'Col_1': ['a', 'b', 'c', 'b', 'a', 'd'],
'Col_2': [1, 2, 3, 3, 2, 1]})
# print original dataframe
print("original dataframe:")
display(df)
# call groupby method.
df = df.groupby("Col_2")
# call agg method
df = df.agg({"Col_1": "nunique"}).reset_index()
# print dataframe
print("final data frame:")
display(df)
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05 Sep, 2020 | How to Add Group-Level Summary Statistic as a New Column in Pandas?
05 Sep, 2020
In this article, we will learn how to Add Group-Level Summary Statistic as a New Column in DataFrame Pandas. This can be done by using the concept of Statistic mean, mode, etc. This requires the following steps :
Select a dataframe
Form a statistical data from a column or a group of columns
Store data as a series
Add the series in dataframe as a column.
Here, we take a dataframe, The Dataframe consists of student id, name, marks and grades. Let’s create the dataframe
Python3
# importing packages
import pandas as pd
# dictionary of data
dct = {'ID': {0: 23, 1: 43, 2: 12,
3: 13, 4: 67, 5: 89,
6: 90, 7: 56, 8: 34},
'Name': {0: 'Ram', 1: 'Deep',
2: 'Yash', 3: 'Aman',
4: 'Arjun', 5: 'Aditya',
6: 'Divya', 7: 'Chalsea',
8: 'Akash'},
'Marks': {0: 89, 1: 97, 2: 45, 3: 78,
4: 56, 5: 76, 6: 100, 7: 87,
8: 81},
'Grade': {0: 'B', 1: 'A', 2: 'F', 3: 'C',
4: 'E', 5: 'C', 6: 'A', 7: 'B',
8: 'B'}
}
# create dataframe
df = pd.DataFrame(dct)
# view dataframe
df
Output:
Now, we will find the group level statistics summary using the above approach.
Python3
# make a series
new_column = df.groupby('Grade').Marks.transform('mean')
# view new series
print(new_column)
# add column in dataframe
df["Marks Mean"] = df.groupby('Grade').Marks.transform('mean')
# view modified dataframe
print(df)
Output: | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a 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05 Sep, 2020 | Find the profit and loss in the given Excel sheet using Pandas
05 Sep, 2020
In these articles, we will discuss how to extract data from the Excel file and find the profit and loss at the given data. Suppose our Excel file looks like then we have to extract the Selling Price and Cost Price from the column and find the profit and loss and store it into a new DataFrame column.
To get the excel file used click here.
So, Let’s discuss the approach:
Step 1: Import the required module and read data from excel.
Python3
# importing module
import pandas as pd;
# Creating df
# Reading data from Excel
data = pd.read_excel("excel_work/book_sample.xlsx");
print("Original DataFrame")
data
Output :
Step 2: Create a new column in DataFrame for store Profit and Loss
Python3
# Create column for profit and loss
data['Profit']= None
data['Loss']= None
data
Output :
Step 3: Set Index for Selling price, Cost price, Profit, and loss for accessing the DataFrame columns
Python3
# set index
index_selling = data.columns.get_loc('Selling Price')
index_cost = data.columns.get_loc('Cost price')
index_profit = data.columns.get_loc('Profit')
index_loss = data.columns.get_loc('Loss')
print(index_selling, index_cost, index_profit, index_loss)
Output :
2 3 4 5
Step 4: Compute profit and loss according to there each column index.
Profit = Selling price - Cost price
Loss = Cost price - Selling price
Python3
# Loop for accessing every index in DataFrame
# and compute Profit and loss
# and store into new column in DataFrame
for row in range(0, len(data)):
if data.iat[row, index_selling] > data.iat[row, index_cost]:
data.iat[row, index_profit] = data.iat[row,
index_selling] - data.iat[row, index_cost]
else:
data.iat[row, index_loss] = data.iat[row,
index_cost]-data.iat[row, index_selling]
data
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31 Jul, 2023 | Prevent duplicated columns when joining two Pandas DataFrames
31 Jul, 2023
Column duplication usually occurs when the two data frames have columns with the same name and when the columns are not used in the JOIN statement. In this article, let us discuss the three different methods in which we can prevent duplication of columns when joining two data frames.
Syntax: pandas.merge(left, right, how=’inner’, on=None, left_on=None, right_on=None)
Explanation:
left – Dataframe which has to be joined from left
right – Dataframe which has to be joined from the right
how – specifies the type of join. left, right, outer, inner, cross
on – Column names to join the two dataframes.
left_on – Column names to join on in the left DataFrame.
right_on – Column names to join on in the right DataFrame.
Normally merge
When we join a dataset using pd.merge() function with type ‘inner’, the output will have prefix and suffix attached to the identical columns on two data frames, as shown in the output.
Python3
# import python pandas package
import pandas as pd
# import the numpy package
import numpy as np
# Create sample dataframe data1 and data2
data1 = pd.DataFrame(np.random.randint(1000, size=(1000, 3)),
columns=['EMI', 'Salary', 'Debt'])
data2 = pd.DataFrame(np.random.randint(1000, size=(1000, 3)),
columns=['Salary', 'Debt', 'Bonus'])
# Merge the DataFrames
merged = pd.merge(data1, data2, how='inner', left_index=True,
right_index=True)
print(merged)
Output:
Use the columns that have the same names in the join statement
In this approach to prevent duplicated columns from joining the two data frames, the user needs simply needs to use the pd.merge() function and pass its parameters as they join it using the inner join and the column names that are to be joined on from left and right data frames in python.
Example:
In this example, we first create a sample dataframe data1 and data2 using the pd.DataFrame function as shown and then using the pd.merge() function to join the two data frames by inner join and explicitly mention the column names that are to be joined on from left and right data frames.
Python3
# import python pandas package
import pandas as pd
# import the numpy package
import numpy as np
# Create sample dataframe data1 and data2
data1 = pd.DataFrame(np.random.randint(100, size=(1000, 3)),
columns=['EMI', 'Salary', 'Debt'])
data2 = pd.DataFrame(np.random.randint(100, size=(1000, 3)),
columns=['Salary', 'Debt', 'Bonus'])
# Merge the DataFrames
merged = pd.merge(data1, data2, how='inner',
left_on=['Salary', 'Debt'],
right_on=['Salary', 'Debt'])
print(merged)
Output:
Preventing duplicates by mentioning explicit suffix names for columns
In this method to prevent the duplicated while joining the columns of the two different data frames, the user needs to use the pd.merge() function which is responsible to join the columns together of the data frame, and then the user needs to call the drop() function with the required condition passed as the parameter as shown below to remove all the duplicates from the final data frame.
drop() function:
This function is used to drop specified labels from rows or columns..
Syntax:
DataFrame.drop(self, labels=None, axis=0, index=None, columns=None, level=None, inplace=False, errors=’raise’)
Parameters:
labels: Index or column labels to drop.
axis: Whether to drop labels from the index (0 or ‘index’) or columns (1 or ‘columns’). {0 or ‘index’, 1 or ‘columns’}
index: Alternative to specifying axis (labels, axis=0 is equivalent to index=labels).
columns: Alternative to specifying axis (labels, axis=1 is equivalent to columns=labels).
level: For MultiIndex, the level from which the labels will be removed.
in place: If True, do operation inplace and return None.
errors: If ‘ignore’, suppress error and only existing labels are dropped.
Example:
In this example, we are using the pd.merge() function to join the two data frames by inner join. Now, add a suffix called ‘remove’ for newly joined columns that have the same name in both data frames. Use the drop() function to remove the columns with the suffix ‘remove’. This will ensure that identical columns don’t exist in the new dataframe.
Python3
# import python pandas package
import pandas as pd
# import the numpy package
import numpy as np
# Create sample dataframe data1 and data2
data1 = pd.DataFrame(np.random.randint(100, size=(1000, 3)),
columns=['EMI', 'Salary', 'Debt'])
data2 = pd.DataFrame(np.random.randint(100, size=(1000, 3)),
columns=['Salary', 'Debt', 'Bonus'])
# Merge the DataFrames
df_merged = pd.merge(data1, data2, how='inner', left_index=True,
right_index=True, suffixes=('', '_remove'))
# remove the duplicate columns
df_merged.drop([i for i in df_merged.columns if 'remove' in i],
axis=1, inplace=True)
print(merged)
Output:
Remove the duplicate columns before merging two columns
In this method, the user needs to call the merge() function which will be simply joining the columns of the data frame and then further the user needs to call the difference() function to remove the identical columns from both data frames and retain the unique ones in the python language.
Difference function:
This function returns a set that contains the difference between two sets.
Syntax:
set.difference(set)
Parameters:
set :The set to check for differences in
Example:
In this example. we are using the difference function to remove the identical columns from given data frames and further store the dataframe with the unique column as a new dataframe. Now, use pd.merge() function to join the left dataframe with the unique column dataframe using ‘inner’ join. This will ensure that no columns are duplicated in the merged dataset.
Python3
# import python pandas package
import pandas as pd
# import the numpy package
import numpy as np
# Create sample dataframe data1 and data2
data1 = pd.DataFrame(np.random.randint(100, size=(1000, 3)),
columns=['EMI', 'Salary', 'Debt'])
data2 = pd.DataFrame(np.random.randint(100, size=(1000, 3)),
columns=['Salary', 'Debt', 'Bonus'])
# Find the columns that aren't in the first DataFrame
different_cols = data2.columns.difference(data1.columns)
# Filter out the columns that are different.
# You could pass in the df2[diff_cols]
# directly into the merge as well.
data3 = data2[different_cols]
# Merge the DataFrames
df_merged = pd.merge(data1, data3, left_index=True,
right_index=True, how='inner')
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12 Nov, 2024 | How to Merge DataFrames of different length in Pandas ?
12 Nov, 2024
Merging DataFrames of different lengths in Pandas can be done using the merge(), and concat(). These functions allow you to combine data based on shared columns or indices, even if the DataFrames have unequal lengths. By using the appropriate merge method (like a left join, right join, or outer join), you can decide how to handle rows that don’t have matching values in both DataFrames.
In this article, we will discuss how to merge the two dataframes with different lengths in Pandas using the merge() method.
Merge DataFrames of different length in PandasMerging on Indices The merge() function allows you to combine two DataFrames based on common columns or indices. By default, it performs an inner join, which only keeps rows with matching values in both DataFrames. However, if you’re dealing with DataFrames of different lengths, it’s common to use a left join or outer join to keep all rows from one or both DataFrames.
Left Join: Keeps all rows from the left DataFrame and matches rows from the right DataFrame where possible. Missing values are filled with NaN.Outer Join: Keeps all rows from both DataFrames, filling missing values with NaN where no match is found.Below are some examples that depict how to merge data frames of different lengths using the above method:
Example 1: Below is a program to merge two student data frames of different lengths.
Python
import pandas as pd
# Creating two DataFrames of different lengths
df1 = pd.DataFrame({'ID': [1, 2, 3], 'Name': ['Alice', 'Bob', 'Charlie']})
df2 = pd.DataFrame({'ID': [1, 2], 'Age': [25, 30]})
print("DataFrame df1:")
print(df1)
print("\nDataFrame df2:")
print(df2)
# Merging with a left join
result = df1.merge(df2, how='left', on='ID')
print("\nResult of left join:")
print(result)
Output:
DataFrame df1: ID Name0 1 Alice1 2 Bob2 3 CharlieDataFrame df2: ID Age0 1 251 2 30Merged DataFrame:
Result of left join: ID Name Age0 1 Alice 25.01 2 Bob 30.02 3 Charlie NaNMerging DataFrames of different lengths Using concat()The concat() function is useful when you want to stack DataFrames either vertically (row-wise) or horizontally (column-wise). When concatenating along columns (axis=1), it will automatically fill missing values with NaN for rows that don’t exist in both DataFrames.
Example 2: Here is the program using concat method. Note that dataframe stills remains the same as used in above.
Python
# Concatenating along columns (axis=1)
result = pd.concat([df1, df2], axis=1)
print("\nResult after concat:")
print(result)
Output:
DataFrame df1: ID Name0 1 Alice1 2 Bob2 3 CharlieDataFrame df2: ID Age0 1 251 2 30Merged Dataframe:
Result after concat: ID Name ID Age0 1 Alice 1.0 25.01 2 Bob 2.0 30.02 3 Charlie NaN NaNThe join() function is similar to merge(), but it works by joining on indices rather than columns by default. This can be useful when your DataFrames share an index but have different lengths.
Key Takeaways:
Merging DataFrames with different lengths is possible and is done using pd.merge() or pd.concat().pd.merge() allows you to specify how to handle mismatched rows with join options like inner, outer, left, and right.pd.concat() is used to concatenate DataFrames along a particular axis and handles missing values when DataFrames have different column structures.Outer joins in merge() and concat() can be useful when you want to keep all data, even when some rows do not match between DataFrames.Merging DataFrames of different length in Pandas – FAQsHow to combine two dataframes with different number of rows?Use pd.merge() with options like how='left', how='right', or how='outer' to include all rows from one or both DataFrames, filling mismatches with NaN.
How will you combine different Pandas data frames?Use pd.concat() to stack DataFrames along rows or columns, or pd.merge()/pd.join() to align data based on shared keys. 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07 Apr, 2021 | Join Pandas DataFrames matching by substring
07 Apr, 2021
Prerequisites: Pandas
In this article, we will learn how to join two Data Frames matching by substring with python.
Functions used:
join(): joins all the elements in an iteration into a single string
lambda(): an anonymous method which is declared without a name and can accept any number of parameters
find(): gets the initial appearance of any requisite value
merge(): merges two dataframes
Approach
Follow the below steps to join two data frames matched by substring.
Create two DataFrames.
Join two dataframes using cartesian product
Join a duplicate column including equal values in all the DataFrames
Join the new column
At last, remove the added column in each DataFrame.
Then we need to add a new column to the Data frame. To do this we will use the “lambda” along with “find” functions where the output is greater than zero.
Now we print the joined data frames matched by substrings .
Below is the implementation.
Python3
import pandas as pd
dataFrame1 = pd.DataFrame([['PQR', 'B1'], ['QRS', 'B2'], ['RDE', 'B3']],
columns=['work_name', 'tag_name'])
dataFrame2 = pd.DataFrame([['RR', 'T1'], ['QR', 'T2'], ['HG', 'T3'],
['PQ', 'T4']],
columns=['sub_work_name', 'extra_tag_value'])
dataFrame1['join'] = 1
dataFrame2['join'] = 1
dataFrameFull = dataFrame1.merge(
dataFrame2, on='join').drop('join', axis=1)
dataFrame2.drop('join', axis=1, inplace=True)
dataFrameFull['match'] = dataFrameFull.apply(
lambda x: x.work_name.find(x.sub_work_name), axis=1).ge(0)
print(dataFrameFull[dataFrameFull['match']])
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09 Dec, 2021 | Merge two Pandas DataFrames based on closest DateTime
09 Dec, 2021
In this article, we will discuss how to merge Pandas DataFrame based on the closest DateTime. To learn how to merge DataFrames first you have to learn that how to create a DataFrame for that you have to refer to the article Creating a Pandas DataFrame. After creating DataFrames need to merge them and to merge the Dataframe there’s a function named merge_asof() when it comes to writing this then it can be written as:
pandas.merge_asof(left, right, on=None, left_on=None, right_on=None, left_index=False, right_index=False, by=None, left_by=None, right_by=None, suffixes=(‘_x’, ‘_y’), tolerance=None, allow_exact_matches=True, direction=’backward’)
Note:
To know more about this function refer to the article pandas.merge_asof() function in Python
Dataframes must be sorted by the key.
Step-by-step Approach
Step 1: Import pandas library
To complete this task we have to import the library named Pandas.
import pandas as pd
Step 2: Create the Dataframe
In this step, we have to create DataFrames using the function “pd.DataFrame()”. In this, we created 2 data frames one is named left and another is named right because our last goal is to merge 2 data frames based on the closest DateTime. It can be written as:
left = pd.DataFrame( {
“time”: [pd.Timestamp(“2020-03-25 13:30:00.023”),
pd.Timestamp(“2020-03-25 13:30:00.023”),
pd.Timestamp(“2020-03-25 13:30:00.030”),
pd.Timestamp(“2020-03-25 13:30:00.041”),
pd.Timestamp(“2020-03-25 13:30:00.048”),
pd.Timestamp(“2020-03-25 13:30:00.049”),
pd.Timestamp(“2020-03-25 13:30:00.072”),
pd.Timestamp(“2020-03-25 13:30:00.075”)
],
“ticker”: [“GOOG”,”MSFT”,”MSFT”,”MSFT”,”GOOG”,”AAPL”,”GOOG”,”MSFT”],
“bid”: [720.50, 51.95, 51.97, 51.99, 720.50, 97.99, 720.50, 52.01],
“ask”: [720.93, 51.96, 51.98, 52.00, 720.93, 98.01, 720.88, 52.03]
})
right = pd.DataFrame( {
“time”: [
pd.Timestamp(“2020-03-25 13:30:00.023”),
pd.Timestamp(“2020-03-25 13:30:00.038”),
pd.Timestamp(“2020-03-25 13:30:00.048”),
pd.Timestamp(“2020-03-25 13:30:00.048”),
pd.Timestamp(“2020-03-25 13:30:00.048”)
],
“ticker”: [“MSFT”, “MSFT”, “GOOG”, “GOOG”, “AAPL”],
“price”: [51.95, 51.95, 720.77, 720.92, 98.0],
“quantity”: [75, 155, 100, 100, 100]
})
Step 3: Merge the Dataframes and print them
In this step, the data frames are going to be merged using the function “pd.merge_asof()”. The result of the merge_asof() function is stored in a variable and then the variable is printed by using “print()”.
Python3
# Importing the required package
import pandas as pd
# Creating the DataFrame of left side
left = pd.DataFrame({
"time": [pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.030"),
pd.Timestamp("2020-03-25 13:30:00.041"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.049"),
pd.Timestamp("2020-03-25 13:30:00.072"),
pd.Timestamp("2020-03-25 13:30:00.075")
],
"ticker": ["GOOG", "MSFT", "MSFT", "MSFT", "GOOG",
"AAPL", "GOOG", "MSFT"],
"bid": [720.50, 51.95, 51.97, 51.99, 720.50, 97.99,
720.50, 52.01],
"ask": [720.93, 51.96, 51.98, 52.00, 720.93, 98.01,
720.88, 52.03]
})
# Creating the Dataframe of right side
right = pd.DataFrame({
"time": [
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.038"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048")
],
"ticker": ["MSFT", "MSFT", "GOOG", "GOOG", "AAPL"],
"price": [51.95, 51.95, 720.77, 720.92, 98.0],
"quantity": [75, 155, 100, 100, 100]
})
# Applying merge_asof on data and store it
# in a variable
merged_dataframe = pd.merge_asof(right, left, on="time",
by="ticker")
# print the variable
print(merged_dataframe)
Output :
Example 1: Now we change the position of the left and right Dataframe in the merge_asof function.
Python3
# Importing the required package
import pandas as pd
# Creating the DataFrame of left side
left = pd.DataFrame({
"time": [pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.030"),
pd.Timestamp("2020-03-25 13:30:00.041"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.049"),
pd.Timestamp("2020-03-25 13:30:00.072"),
pd.Timestamp("2020-03-25 13:30:00.075")
],
"ticker": ["GOOG", "MSFT", "MSFT", "MSFT", "GOOG",
"AAPL", "GOOG", "MSFT"],
"bid": [720.50, 51.95, 51.97, 51.99, 720.50, 97.99,
720.50, 52.01],
"ask": [720.93, 51.96, 51.98, 52.00, 720.93, 98.01,
720.88, 52.03]
})
# Creating the Dataframe of right side
right = pd.DataFrame({
"time": [
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.038"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048")
],
"ticker": ["MSFT", "MSFT", "GOOG", "GOOG", "AAPL"],
"price": [51.95, 51.95, 720.77, 720.92, 98.0],
"quantity": [75, 155, 100, 100, 100]
})
# Applying merge_asof on data and store it
# in a variable
merged_dataframe = pd.merge_asof(left, right, on="time",
by="ticker")
# print the variable
print(merged_dataframe)
Output:
Note: So, it is clear from our 2 outputs that when we put right DataFrame in the first place then the number of rows in output is 5 equals to the number of rows in right DataFrame and when the left DataFrame is put on the first place then the number of rows in output is equal to the number of rows in left DataFrame. If we look at both outputs and compare them then we can easily say that the merge_asof() is similar to the left-join except that we match on the nearest key rather than equal keys.
Example 2: We only asof within 2ms between the quoted time and the trade time.
Python3
# Importing the required package
import pandas as pd
# Creating the DataFrame of left side
left = pd.DataFrame({
"time": [pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.030"),
pd.Timestamp("2020-03-25 13:30:00.041"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.049"),
pd.Timestamp("2020-03-25 13:30:00.072"),
pd.Timestamp("2020-03-25 13:30:00.075")
],
"ticker": ["GOOG", "MSFT", "MSFT", "MSFT", "GOOG",
"AAPL", "GOOG", "MSFT"],
"bid": [720.50, 51.95, 51.97, 51.99, 720.50, 97.99,
720.50, 52.01],
"ask": [720.93, 51.96, 51.98, 52.00, 720.93, 98.01,
720.88, 52.03]
})
# Creating the Dataframe of right side
right = pd.DataFrame({
"time": [
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.038"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048")
],
"ticker": ["MSFT", "MSFT", "GOOG", "GOOG", "AAPL"],
"price": [51.95, 51.95, 720.77, 720.92, 98.0],
"quantity": [75, 155, 100, 100, 100]
})
# Applying merge_asof on data and store it
# in a variable
merged_dataframe = pd.merge_asof(left, right, on="time", by="ticker",
tolerance=pd.Timedelta("2ms"))
# print the variable
print(merged_dataframe)
Output :
Example 3: We only asof within 10ms between the quoted time and the trade time, and we exclude exact matches on time. However, prior data will propagate forward.
Python3
# Importing the required package
import pandas as pd
# Creating the DataFrame of left side
left = pd.DataFrame({
"time": [pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.030"),
pd.Timestamp("2020-03-25 13:30:00.041"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.049"),
pd.Timestamp("2020-03-25 13:30:00.072"),
pd.Timestamp("2020-03-25 13:30:00.075")
],
"ticker": ["GOOG", "MSFT", "MSFT", "MSFT", "GOOG",
"AAPL", "GOOG", "MSFT"],
"bid": [720.50, 51.95, 51.97, 51.99, 720.50, 97.99,
720.50, 52.01],
"ask": [720.93, 51.96, 51.98, 52.00, 720.93, 98.01,
720.88, 52.03]
})
# Creating the Dataframe of right side
right = pd.DataFrame({
"time": [
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.038"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048")
],
"ticker": ["MSFT", "MSFT", "GOOG", "GOOG", "AAPL"],
"price": [51.95, 51.95, 720.77, 720.92, 98.0],
"quantity": [75, 155, 100, 100, 100]
})
# Applying merge_asof on data and store it
# in a variable
merged_dataframe = pd.merge_asof(left, right, on="time", by="ticker",
tolerance=pd.Timedelta("2ms"),
allow_exact_matches=False)
# print the variable
print(merged_dataframe)
Output :
Example 4: When the same DataFrame is used in both places. In this left Dataframe is used on both sides.
Python3
# Importing the required package
import pandas as pd
# Creating the DataFrame of left side
left = pd.DataFrame({
"time": [pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.030"),
pd.Timestamp("2020-03-25 13:30:00.041"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.049"),
pd.Timestamp("2020-03-25 13:30:00.072"),
pd.Timestamp("2020-03-25 13:30:00.075")
],
"ticker": ["GOOG", "MSFT", "MSFT", "MSFT", "GOOG",
"AAPL", "GOOG", "MSFT"],
"bid": [720.50, 51.95, 51.97, 51.99, 720.50, 97.99,
720.50, 52.01],
"ask": [720.93, 51.96, 51.98, 52.00, 720.93, 98.01,
720.88, 52.03]
})
# Creating the Dataframe of right side
right = pd.DataFrame({
"time": [
pd.Timestamp("2020-03-25 13:30:00.023"),
pd.Timestamp("2020-03-25 13:30:00.038"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048"),
pd.Timestamp("2020-03-25 13:30:00.048")
],
"ticker": ["MSFT", "MSFT", "GOOG", "GOOG", "AAPL"],
"price": [51.95, 51.95, 720.77, 720.92, 98.0],
"quantity": [75, 155, 100, 100, 100]
})
# Applying merge_asof on data and store it
# in a variable
merged_dataframe = pd.merge_asof(left, left, on="time",
by="ticker")
# print the variable
print(merged_dataframe)
Output :
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28 Nov, 2024 | Merge two Pandas DataFrames on certain columns
28 Nov, 2024
Let’s learn how to merge two Pandas DataFrames on certain columns using merge function.
The merge function in Pandas is used to combine two DataFrames based on a common column or index.
merge Function Syntax: DataFrame.merge(right, how=’inner’, on=None, left_on=None, right_on=None, left_index=False, right_index=False, sort=False, copy=True, indicator=False, validate=None)
The merge function returns a new DataFrame containing the merged data.
Merge Two Pandas DataFrames with Inner JoinAn inner join combines only the rows that have matching values in both DataFrames. In this example, we will merge df1 and df2 on the ‘Name’ column using an inner join:
Python
import pandas as pd
# Creating DataFrame 1
df1 = pd.DataFrame({
'Name': ['Raju', 'Rani', 'Geeta', 'Sita', 'Sohit'],
'Marks': [80, 90, 75, 88, 59]
})
# Creating DataFrame 2
df2 = pd.DataFrame({
'Name': ['Raju', 'Divya', 'Geeta', 'Sita'],
'Grade': ['A', 'A', 'B', 'A'],
'Rank': [3, 1, 4, 2],
'Gender': ['Male', 'Female', 'Female', 'Female']
})
# Display DataFrames
print("DataFrame 1:")
print(df1)
print("\nDataFrame 2:")
print(df2)
# Merging with inner join
df_merged = df1.merge(df2[['Name', 'Grade', 'Rank']], on='Name')
print("\nMerged DataFrame:")
print(df_merged)
Output:
Merge Two Pandas DataFrames with an Inner JoinMerge Two DataFrames with Left JoinA left join retains all rows from the left DataFrame and includes matching rows from the right DataFrame. If there’s no match, it fills with NaN:
Python
# Merging with left join
df_merged = df1.merge(df2[['Name', 'Grade']], on='Name', how='left')
display(df_merged)
Output:
Merge Two DataFrames with a Left JoinMerge Two DataFrames with Right JoinA right join includes all rows from the right DataFrame and the matching rows from the left DataFrame. Non-matching rows from the left DataFrame will be filled with NaN:
Python
# Merging with right join
df_merged = df1.merge(df2, on='Name', how='right')
print(df_merged)
Output:
Name Marks Grade Rank Gender0 Raju 80.0 A 3 Male1 Divya NaN A 1 Female2 Geeta 75.0 B 4 Female3 Sita 88.0 A 2 FemaleMerge Two DataFrames with Outer JoinAn outer join combines all rows from both DataFrames, filling in NaN where there’s no match:
Python
# Merging with outer join
df_merged = df1.merge(df2, on='Name', how='outer')
print(df_merged)
Output:
Name Marks Grade Rank Gender0 Divya NaN A 1.0 Female1 Geeta 75.0 B 4.0 Female2 Raju 80.0 A 3.0 Male3 Rani 90.0 NaN NaN NaN4 Sita 88.0 A 2.0 Female5 Sohit 59.0 NaN NaN NaNMerge Two DataFrames Using ConcatenationConcatenation combines two DataFrames along a particular axis. In this case, we’ll combine df1 and df2 horizontally (side by side):
Python
# Concatenating DataFrames horizontally
df_concatenated = pd.concat([df1, df2], axis=1)
print(df_concatenated)
Output:
Name Marks Name Grade Rank Gender0 Raju 80 Raju A 3.0 Male1 Rani 90 Divya A 1.0 Female2 Geeta 75 Geeta B 4.0 Female3 Sita 88 Sita A 2.0 Female4 Sohit 59 NaN NaN NaN NaNMerge Two DataFrames Using a Column SubsetYou can merge a specific subset of columns from one DataFrame with another using the merge function. Here’s an example where we merge the ‘Marks’ column of df1 with df2:
Python
# Merging using a column subset
df_merged = df2.merge(df1[['Marks', 'Name']], on='Name')
display(df_merged)
Output:
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Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, How to Test Spring Boot Project using ZeroCode?, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, Containerizing Spring Boot Application, Clustering Indexing in Databases, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, What is a Search Algorithm in SEO: Understanding Its Role, CharArrayWriter append() method in Java with Examples, SQL Performance Tuning, Different kinds of HTTP requests, Merging or Concatenating two Dictionaries in Python, Difference between MySQL and SQLite, Delete Database in MS SQL Server, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | 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Pandas – Groupby value counts on the DataFrame, Pattern split(CharSequence,int) method in Java with Examples, Comparison of Exception Handling in C++ and Java, Split a String into a Number of Substrings in Java, Duration ofNanos(long) method in Java with Examples, How to Convert a List to a DataFrame Row in Python?, Spring Boot – MongoRepository with Example, Sort given Array based on the fractional values, Spring Boot – Packaging, Duration parse(CharSequence) method in Java with Examples, set cbegin() and cend() function in C++ STL, How to Implement AOP in Spring Boot Application?, How To Connect and run SQL Queries to a PostgreSQL Database from Python, Python | Pandas Series.to_string(), Foreach in C++ and Java, Python | Parse a website with regex and urllib, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, Boutique Management System using Python-MySQL Connectivity, How to Delete an Element from the Set in C++?, ISAM in Database, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Prevent duplicated columns when joining two Pandas DataFrames, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [-0.01524249, 0.0277196039, -0.0104250293, 0.0442240722, 0.0147706205, 0.00377770141, -0.0398784801, 0.00663361046, -0.0227375366, 0.0210914798, 0.00242107594, -0.0375081562, 0.0291242395, -0.0159667544, -0.0327894613, 0.00891614333, -0.0114236372, 0.0514447764, 0.00495463237, 0.00788461417, 0.00181340636, -0.018655315, 0.0104305157, -0.000254110084, 0.0177993663, 0.00836197101, 0.00289980415, 0.0101616597, -0.0224961154, 0.00584350294, 0.0139805125, -0.00453488762, 0.00849365536, -0.0330089331, 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05 Apr, 2021 | Merge two Pandas dataframes by matched ID number
05 Apr, 2021
In this article, we will see how two data frames can be merged based on matched ID numbers.
Approach
Create a first data frame
Create a second data frame
Select Column to be matched
Merge using the merge function
Syntax : DataFrame.merge(parameters)
Display result
Given below are implementations to produce a required result with the use of the required parameter with an appropriate value.
Example:
Python3
# import pandas as pd
import pandas as pd
# creating dataframes as df1 and df2
df1 = pd.DataFrame({'ID': [1, 2, 3, 5, 7, 8],
'Name': ['Sam', 'John', 'Bridge',
'Edge', 'Joe', 'Hope']})
df2 = pd.DataFrame({'ID': [1, 2, 4, 5, 6, 8, 9],
'Marks': [67, 92, 75, 83, 69, 56, 81]})
# merging df1 and df2 by ID
# i.e. the rows with common ID's get
# merged i.e. {1,2,5,8}
df = pd.merge(df1, df2, on="ID")
print(df)
Output :
Merged Dataframe
Merging two Dataframes with the ID column, with all the ID’s of the left Dataframe i.e. first parameter of the merge function. The ID’s which are not present in df2 gets a NaN value for the columns of that row.
Example 2 :
Python3
# import pandas as pd
import pandas as pd
# creating dataframes as df1 and df2
df1 = pd.DataFrame({'ID': [1, 2, 3, 5, 7, 8],
'Name': ['Sam', 'John', 'Bridge',
'Edge', 'Joe', 'Hope']})
df2 = pd.DataFrame({'ID': [1, 2, 4, 5, 6, 8, 9],
'Marks': [67, 92, 75, 83, 69, 56, 81]})
# merging df1 and df2 by ID
# i.e. the rows with common ID's get merged
# with all the ID's of left dataframe i.e. df1
# and NaN for columns of df2 where ID do not match
df = pd.merge(df1, df2, on="ID", how="left")
print(df)
Output :
Merged Dataframe
Merging two Dataframes with the ID column, with all the ID’s of the right Dataframe i.e. second parameter of the merge function. The ID’s which do not match from df1 gets a NaN value for that column.
Example 3 :
Python3
# import pandas as pd
import pandas as pd
# creating dataframes as df1 and df2
df1 = pd.DataFrame({'ID': [1, 2, 3, 5, 7, 8],
'Name': ['Sam', 'John', 'Bridge',
'Edge', 'Joe', 'Hope']})
df2 = pd.DataFrame({'ID': [1, 2, 4, 5, 6, 8, 9],
'Marks': [67, 92, 75, 83, 69, 56, 81]})
# merging df1 and df2 by ID
# i.e. the rows with common ID's get merged
# with all the ID's of right dataframe i.e. df2
# and NaN values for df1 columns where ID do not match
df = pd.merge(df1, df2, on="ID", how="right")
print(df)
Output :
Merged Dataframe
Merging two Dataframes with the ID column, with all that match in both the dataframes.
Example 4 :
Python3
# import pandas as pd
import pandas as pd
# creating dataframes as df1 and df2
df1 = pd.DataFrame({'ID': [1, 2, 3, 5, 7, 8],
'Name': ['Sam', 'John', 'Bridge',
'Edge', 'Joe', 'Hope']})
df2 = pd.DataFrame({'ID': [1, 2, 4, 5, 6, 8, 9],
'Marks': [67, 92, 75, 83, 69, 56, 81]})
# merging df1 and df2 by ID
# i.e. the rows with common ID's get merged
# with all the ID's that match in both the Dataframe
df = pd.merge(df1, df2, on="ID", how="inner")
print(df)
Output :
Merged Dataframe
Merging two Dataframes with the ID column, with all the ID’s of both the dataframes and NaN value for the columns where the ID is not found in both the dataframes.
Example 5 :
Python3
# import pandas as pd
import pandas as pd
# creating dataframes as df1 and df2
df1 = pd.DataFrame({'ID': [1, 2, 3, 5, 7, 8],
'Name': ['Sam', 'John', 'Bridge',
'Edge', 'Joe', 'Hope']})
df2 = pd.DataFrame({'ID': [1, 2, 4, 5, 6, 8, 9],
'Marks': [67, 92, 75, 83, 69, 56, 81]})
# merging df1 and df2 by ID
# i.e. the rows with common ID's get merged
# with all the ID's of both the dataframes
# and NaN values for the columns where the ID's
# do not match
df = pd.merge(df1, df2, on="ID", how="outer")
print(df)
Output :
Merged DataFrame | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a Structure in C++/array::fill() and array::swap() in C++ STL/STD::array in C++/set cbegin() and cend() function in C++ STL/Difference between std::set vs std::vector in C++ STL/set vs unordered_set in C++ STL/How to Delete an Element from the Set in C++?/How to traverse a C++ set in reverse direction/Find Maximum and Minimum Element in a Set in C++ STL/Counting Inversions using Set in C++ STL/Commonly Asked C++ Interview Questions | Set 2/C++ Programming Examples/When do we pass arguments by pointer?/Variable Length Arrays (VLAs) in C/How to pass an array by value in C ?/memcpy() in C/C++/C++ Map of Functions/Passing Pointers to Functions In C++/std::function in C++/Virtual Function in C++/Virtual Functions and Runtime Polymorphism in C++/How Does Default Virtual Behavior Differ in C++ and Java?/Comparison of Exception Handling in C++ and Java/Foreach in C++ and Java/Templates in C++ vs Generics in Java/Floating Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why Array.length() gives error when used in Java?/CharArrayWriter size() method in Java with examples/CharArrayWriter append() method in Java with Examples/Writer append(char) method in Java with Examples/PrintWriter append(CharSequence) method in Java with Examples/PrintStream append(CharSequence, int, int) method in Java with Examples/Pattern split(CharSequence,int) method in Java with Examples/Duration parse(CharSequence) method in Java with Examples/Duration toDays() method in Java with Examples/Duration toNanosPart() method in Java with Examples/Duration ofNanos(long) method in Java with Examples/Duration minusDays(long) method in Java with Examples/Duration plusMinutes(long) method in Java with Examples/Duration plusHours(long) method in Java with Examples/Spring Boot Interview Questions and Answers/Spring Boot – Starter Parent/Spring Boot – Hello World/Spring Boot with H2 Database/Spring Boot – Spring Data JPA/Spring Boot – MongoRepository with Example/Multi-Module Project With Spring Boot/Spring Boot – Packaging/Spring Boot – Auto-configuration/How to Implement AOP in Spring Boot Application?/Spring Boot – File Handling/How to Test Spring Boot Project using ZeroCode?/Spring Boot – Map Entity to DTO using ModelMapper/Containerizing Spring Boot Application/Best Practices For Structuring Spring Boot Application/How to Create a REST API using Java Spring Boot?/Different kinds of HTTP requests/HTTP headers | Upgrade-Insecure-Requests/How to secure HTTP requests ?/How to send HTTP response code in PHP?/State the core components of an HTTP response ?/Components of Search Engine/Difference between Crawling and Indexing in Search Engine Optimization (SEO)/What is a Search Algorithm in SEO: Understanding Its Role/Keyword Searching Algorithms For Search Engines/What is a Webcrawler and where is it used?/Python | Parse a website with regex and urllib/Launch Website URL shortcut using Python/How to list tables using SQLite3 in Python ?/Difference between MySQL and SQLite/Difference between Neo4j and MySQL/Difference between NoSQL and NewSQL/Data Visualisation in Python using Matplotlib and Seaborn/How to install MySQL Connector Package in Python/Boutique Management System using Python-MySQL Connectivity/SQL CREATE TABLE/Recursive Join in SQL/How to Get Current Date and Time in SQL?/NULL values in SQL/Best Practices For SQL Query Optimizations/SQL Performance Tuning/Clustering Indexing in Databases/ISAM in Database/SQL - Show Databases/How to Check MySQL Database/How to Get Database Size in SQL/Delete Database in MS SQL Server/How to Import and Export SQL Server Database?/How to Import JSON Data into SQL Server?/How to Export Data From SQL Server to Flat File in SSIS?/How To Export and Import a .SQL File From Command Line With Options?/How To Connect and run SQL Queries to a PostgreSQL Database from Python/How to Convert SQL Query Results to Pandas Dataframe Using pypyodbc?/How to Convert a List to a DataFrame Row in Python?/Create a list from rows in Pandas DataFrame | Set 2/Display the Pandas DataFrame in Heatmap style/How to sum negative and positive values using GroupBy in Pandas?/Pandas – Groupby value counts on the DataFrame/How to count unique values in a Pandas Groupby object?/How to Add Group-Level Summary Statistic as a New Column in Pandas?/Find the profit and loss in the given Excel sheet using Pandas/Prevent duplicated columns when joining two Pandas DataFrames/How to Merge DataFrames of different length in Pandas ?/Join Pandas DataFrames matching by substring/Merge two Pandas DataFrames based on closest DateTime/Merge two Pandas DataFrames on certain columns/Merge two Pandas dataframes by matched ID number | https://www.geeksforgeeks.org/merge-two-pandas-dataframes-by-matched-id-number/?ref=next_article | Pandas | Merge two Pandas dataframes by matched ID number | memcpy() in C, C++, Python | Pandas Series.to_sparse(), How to Create a REST API using Java Spring Boot?, How to list tables using SQLite3 in Python ?, Find Maximum and Minimum Element in a Set in C++ STL, Launch Website URL shortcut using Python, Keyword Searching Algorithms For Search Engines, Sum of all even occurring element in an array, Best Practices For Structuring Spring Boot Application, std::function in C++, How to sum negative and positive values using GroupBy in Pandas?, How to Export Data From SQL Server to Flat File in SSIS?, What is a Webcrawler and where is it used?, How to pass an array by value in C ?, Sorting a 2D Array according to values in any given column in Java, Java Program to Find the Length, Display the Pandas DataFrame in Heatmap style, Templates in C++ vs Generics in Java, NULL values in SQL, Spring Boot – Auto-configuration, How to Import JSON Data into SQL Server?, Difference between NoSQL and NewSQL, Virtual Functions and Runtime Polymorphism in C++, How to Add Group-Level Summary Statistic as a New Column in Pandas?, Duration toDays() method in Java with Examples, SQL - Show Databases, PrintWriter append(CharSequence) method in Java with Examples, Duration minusDays(long) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, How to Test Spring Boot Project using ZeroCode?, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, Containerizing Spring Boot Application, Clustering Indexing in Databases, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, What is a Search Algorithm in SEO: Understanding Its Role, CharArrayWriter append() method in Java with Examples, SQL Performance Tuning, Different kinds of HTTP requests, Merging or Concatenating two Dictionaries in Python, Difference between MySQL and SQLite, Delete Database in MS SQL Server, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | Pandas Series.sum(), Merge two Pandas DataFrames on certain columns, Duration plusHours(long) method in Java with Examples, Spring Boot – Hello World, Competitive Programming – A Complete Guide, How to secure HTTP requests ?, How to Get Current Date and Time in SQL?, When do we pass arguments by pointer?, Dictionary items in value range in Python, Difference between std::set vs std::vector in C++ STL, Difference between Neo4j and MySQL, How to count unique values in a Pandas Groupby object?, Data Visualisation in Python using Matplotlib and Seaborn, Duration toNanosPart() method in Java with Examples, Virtual Function in C++, Is sizeof for a struct equal to the sum of sizeof of each member?, Python | pandas.date_range() method, Spring Boot with H2 Database, Why Array.length() gives error when used in Java?, Spring Boot – File Handling, Hashing in Data Structure, Join Pandas DataFrames matching by substring, SQL CREATE TABLE, Size of an ArrayList, Python Program to Swap dictionary item’s position, How to send HTTP response code in PHP?, How to Import and Export SQL Server Database?, Spring Boot – Spring Data JPA, Sort given array to descending-lowest-ascending form, HTTP headers | Upgrade-Insecure-Requests, Create a list from rows in Pandas DataFrame | Set 2, C++ Map of Functions, How to install MySQL Connector Package in Python, Multi-Module Project With Spring Boot, Sort an array in descending order based on the sum of its occurrence, How to Get Current Date and Time using Python, Merge two Pandas DataFrames based on closest DateTime, Print with your own font using Python !!, Best Practices For SQL Query Optimizations, Merge two Pandas dataframes by matched ID number, Python | Ways to change keys in dictionary, How to Check MySQL Database, Components of Search Engine, Spring Boot – Map Entity to DTO using ModelMapper, Pandas Tutorial, Spring Boot – Starter Parent, Python – Dictionary values String Length Summation, Frequency of an element in an array, How Does Default Virtual Behavior Differ in C++ and Java?, Initializing a List in Java, How to traverse a C++ set in reverse direction, How to Merge DataFrames of different length in Pandas ?, Floating Point Operations & Associativity in C, C++ and Java, Spring Boot Interview Questions and Answers, Difference between Crawling and Indexing in Search Engine Optimization (SEO), How to Convert SQL Query Results to Pandas Dataframe Using pypyodbc?, Find the profit and loss in the given Excel sheet using Pandas, Writer append(char) method in Java with Examples, Array of Structures vs Array within a Structure in C++, Duration plusMinutes(long) method in Java with Examples, State the core components of an HTTP response ?, Python calendar module | setfirstweekday() method, Dictionaries in Python, Python | Calendar Module, Sort elements by frequency | Set 4 (Efficient approach using hash), Python | Pandas Series.var, How To Export and Import a .SQL File From Command Line With Options?, Recursive Join in SQL, Pandas, How to Get Database Size in SQL, Pandas – Groupby value counts on the DataFrame, Pattern split(CharSequence,int) method in Java with Examples, Comparison of Exception Handling in C++ and Java, Split a String into a Number of Substrings in Java, Duration ofNanos(long) method in Java with Examples, How to Convert a List to a DataFrame Row in Python?, Spring Boot – MongoRepository with Example, Sort given Array based on the fractional values, Spring Boot – Packaging, Duration parse(CharSequence) method in Java with Examples, set cbegin() and cend() function in C++ STL, How to Implement AOP in Spring Boot Application?, How To Connect and run SQL Queries to a PostgreSQL Database from Python, Python | Pandas Series.to_string(), Foreach in C++ and Java, Python | Parse a website with regex and urllib, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, Boutique Management System using Python-MySQL Connectivity, How to Delete an Element from the Set in C++?, ISAM in Database, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Prevent duplicated columns when joining two Pandas DataFrames, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [-0.0113843195, 0.0398264155, -0.00784308556, 0.0431432053, -0.00742536923, 0.0219332073, -0.00501259184, 0.0127621591, -0.015062714, 0.0361106135, 0.0134791341, -0.0395770296, 0.0281802434, -0.0163719729, -0.0277313534, 0.0249257982, -0.00218365714, 0.0369335748, 0.00252811704, -0.0209481455, 0.0104117272, -0.0115775913, -0.0271328352, 0.0130427144, 0.0147509854, 0.01137185, 0.00283205207, 0.0224818494, -0.0167086404, 0.0156113561, 0.0115588875, 0.00899648, 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20 Nov, 2024 | Merge two dataframes with same column names
20 Nov, 2024
In this discussion, we will explore the process of Merging two dataframes with the same column names using Pandas. To achieve this, we’ll leverage the functionality of pandas.concat(), pandas.join(), and pandas.merge() functions. These methods handle the concatenation operations along a specified axis of Pandas objects, incorporating optional set logic (union or intersection) of the indexes on the other axes.
Merge two Dataframes with same column namesHere we are explaining some methods that depict how to Merge two dataframes with same column names, we are using some generally used methods for merging two dataframes with same column names which are the following :
Using Concat() functionUsing Join() FunctionUsing merge() functionMerge Two Dataframes using Pandas Concat() functionSyntax : pd.concat(objs, axis=0, join=’outer’, ignore_index=False, keys=None)
In this example, the below code uses Pandas to create two DataFrames, `data1` and `data2`, and displays them. It then merges the DataFrames along the rows (axis=0) using `pd.concat()`, but the result is not explicitly shown in the output.
Python
# import module
import pandas as pd
# assign dataframes
data1 = pd.DataFrame([[1, 2, 3], [4, 5, 6], [7, 8, 9]],
columns=['A', 'B', 'C'])
data2 = pd.DataFrame([[3, 4], [5, 6]],
columns=['A', 'C'])
# display dataframes
print('Dataframes:')
display(data1)
display(data2)
# merge two data frames
print('After merging:')
pd.concat([data1, data2], axis=0)
Output:
Dataframes:
A B C
0 1 2 3
1 4 5 6
2 7 8 9
A C
0 3 4
1 5 6
After merging:
A B C
0 1 2.0 3
1 4 5.0 6
2 7 8.0 9
0 3 NaN 4
1 5 NaN 6
Merge Two Dataframe using Pandas Join() FunctionSyntax : pd.merge(left, right, how=’inner’, on=None, left_on=None, right_on=None)
In this example the code creates and displays two Pandas DataFrames, `data1` and `data2`. It then merges them along the ‘Students’ column using the `join` method with an outer join, distinguishing column names with suffixes. The merged result is not explicitly shown in the output.
Python
# import module
import pandas as pd
# assign dataframes
data1 = pd.DataFrame([[25, 77.5, 'A'], [30, 60.2, 'B']],
columns=['Students', 'Avg Marks', 'Section'])
data2 = pd.DataFrame([[52, 'C'], [25, 'A']],
columns=['Students', 'Section'])
# display dataframes
print('Dataframes:')
display(data1)
display(data2)
# merge two data frames using join
print('After merging:')
data1.set_index('Students', inplace=True)
data2.set_index('Students', inplace=True)
data1.join(data2, lsuffix='_left', rsuffix='_right', how='outer').reset_index()
Output:
Dataframes:
Students Avg Marks Section
0 25 77.5 A
1 30 60.2 B
Students Section
0 52 C
1 25 A
After merging:
Students Avg Marks Section_left Section_right
0 25 77.5 A A
1 30 60.2 B NaN
2 52 NaN NaN C
Merge Two Dataframe using Pandas merge() functionSyntax : DataFrame.join(other, on=None, how=’left’, lsuffix=”, rsuffix=”, sort=False)
In this example below code creates and displays two Pandas DataFrames, data1 and data2, representing student information. It then merges the DataFrames using an outer join based on the common columns (‘Students,’ ‘Avg Marks,’ ‘Section’). The result is displayed, combining information from both DataFrames.
Python
# import module
import pandas as pd
# assign dataframes
data1 = pd.DataFrame([[25, 77.5, 'A'], [30, 60.2, 'B'],
[25, 70.7, 'C']],
columns=['Students', 'Avg Marks', 'Section'])
data2 = pd.DataFrame([[30, 70.2, 'A'], [25, 65.2, 'B'],
[35, 77.7, 'C']],
columns=['Students', 'Avg Marks', 'Section'])
# display dataframes
print('Dataframes:')
display(data1)
display(data2)
# merge two data frames
print('After merging:')
pd.concat([data1, data2], axis=0)
Output:
Dataframes:
Students Avg Marks Section
0 25 77.5 A
1 30 60.2 B
2 25 70.7 C
Students Avg Marks Section
0 30 70.2 A
1 25 65.2 B
2 35 77.7 C
After merging:
Students Avg Marks Section
0 25 77.5 A
1 30 60.2 B
2 25 70.7 C
0 30 70.2 A
1 25 65.2 B
2 35 77.7 C | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a 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STL, Launch Website URL shortcut using Python, Keyword Searching Algorithms For Search Engines, Sum of all even occurring element in an array, Best Practices For Structuring Spring Boot Application, std::function in C++, How to sum negative and positive values using GroupBy in Pandas?, How to Export Data From SQL Server to Flat File in SSIS?, What is a Webcrawler and where is it used?, How to pass an array by value in C ?, Sorting a 2D Array according to values in any given column in Java, Java Program to Find the Length, Display the Pandas DataFrame in Heatmap style, Templates in C++ vs Generics in Java, NULL values in SQL, Spring Boot – Auto-configuration, How to Import JSON Data into SQL Server?, Difference between NoSQL and NewSQL, Virtual Functions and Runtime Polymorphism in C++, How to Add Group-Level Summary Statistic as a New Column in Pandas?, Duration toDays() method in Java with Examples, SQL - Show Databases, PrintWriter append(CharSequence) method in Java with Examples, Duration minusDays(long) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, How to Test Spring Boot Project using ZeroCode?, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, Containerizing Spring Boot Application, Clustering Indexing in Databases, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, What is a Search Algorithm in SEO: Understanding Its Role, CharArrayWriter append() method in Java with Examples, SQL Performance Tuning, Different kinds of HTTP requests, Merging or Concatenating two Dictionaries in Python, Difference between MySQL and SQLite, Delete Database in MS SQL Server, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | Pandas Series.sum(), Merge two Pandas DataFrames on certain columns, Duration plusHours(long) method in Java with Examples, Spring Boot – Hello World, Competitive Programming – A Complete Guide, How to secure HTTP requests ?, How to Get Current Date and Time in SQL?, When do we pass arguments by pointer?, Dictionary items in value range in Python, Difference between std::set vs std::vector in C++ STL, Difference between Neo4j and MySQL, How to count unique values in a Pandas Groupby object?, Data Visualisation in Python using Matplotlib and Seaborn, Duration toNanosPart() method in Java with Examples, Virtual Function in C++, Is sizeof for a struct equal to the sum of sizeof of each member?, Python | pandas.date_range() method, Spring Boot with H2 Database, Why Array.length() gives error when used in Java?, Spring Boot – File Handling, Hashing in Data Structure, Join Pandas DataFrames matching by substring, SQL CREATE TABLE, Size of an ArrayList, Python Program to Swap dictionary item’s position, How to send HTTP response code in PHP?, How to Import and Export SQL Server Database?, Spring Boot – Spring Data JPA, Sort given array to descending-lowest-ascending form, Merge two dataframes with same column names, HTTP headers | Upgrade-Insecure-Requests, Create a list from rows in Pandas DataFrame | Set 2, C++ Map of Functions, How to install MySQL Connector Package in Python, Multi-Module Project With Spring Boot, Sort an array in descending order based on the sum of its occurrence, How to Get Current Date and Time using Python, Merge two Pandas DataFrames based on closest DateTime, Print with your own font using Python !!, Best Practices For SQL Query Optimizations, Merge two Pandas dataframes by matched ID number, Python | Ways to change keys in dictionary, How to Check MySQL Database, Components of Search Engine, Spring Boot – Map Entity to DTO using ModelMapper, Pandas Tutorial, Spring Boot – Starter Parent, Python – Dictionary values String Length Summation, Frequency of an element in an array, How Does Default Virtual Behavior Differ in C++ and Java?, Initializing a List in Java, How to traverse a C++ set in reverse direction, How to Merge DataFrames of different length in Pandas ?, Floating Point Operations & Associativity in C, C++ and Java, Spring Boot Interview Questions and Answers, Difference between Crawling and Indexing in Search Engine Optimization (SEO), How to Convert SQL Query Results to Pandas Dataframe Using pypyodbc?, Find the profit and loss in the given Excel sheet using Pandas, Writer append(char) method in Java with Examples, Array of Structures vs Array within a Structure in C++, Duration plusMinutes(long) method in Java with Examples, State the core components of an HTTP response ?, Python calendar module | setfirstweekday() method, Dictionaries in Python, Python | Calendar Module, Sort elements by frequency | Set 4 (Efficient approach using hash), Python | Pandas Series.var, How To Export and Import a .SQL File From Command Line With Options?, Recursive Join in SQL, Pandas, How to Get Database Size in SQL, Pandas – Groupby value counts on the DataFrame, Pattern split(CharSequence,int) method in Java with Examples, Comparison of Exception Handling in C++ and Java, Split a String into a Number of Substrings in Java, Duration ofNanos(long) method in Java with Examples, How to Convert a List to a DataFrame Row in Python?, Spring Boot – MongoRepository with Example, Sort given Array based on the fractional values, Spring Boot – Packaging, Duration parse(CharSequence) method in Java with Examples, set cbegin() and cend() function in C++ STL, How to Implement AOP in Spring Boot Application?, How To Connect and run SQL Queries to a PostgreSQL Database from Python, Python | Pandas Series.to_string(), Foreach in C++ and Java, Python | Parse a website with regex and urllib, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, Boutique Management System using Python-MySQL Connectivity, How to Delete an Element from the Set in C++?, ISAM in Database, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Prevent duplicated columns when joining two Pandas DataFrames, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [-0.0110234888, 0.0171780419, -0.0142019736, 0.0457351692, 0.00885708537, -0.0246838611, -0.021106014, 0.00530385692, -0.0425840355, 0.0131625375, 0.0183378328, -0.0619722456, 0.019727394, -0.0303296372, -0.0510308184, 0.0135236047, 0.00925644767, 0.0604842119, 0.040964704, 0.00602325611, 0.00939321611, -0.0134360734, -0.00153863826, 0.00768088223, -0.00528744515, 0.0249026902, 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23 May, 2021 | Drop specific rows from multiindex Pandas Dataframe
23 May, 2021
In this article, we will learn how to drop specific rows from the multi-index DataFrame.
First, let us create the multi-index DataFrame. The steps are given below:
Python3
import numpy as np
import pandas as pd
mldx_arrays = [np.array(['lion', 'lion', 'lion', 'bison',
'bison', 'bison', 'hawk', 'hawk',
'hawk']),
np.array(['height', 'weight', 'speed',
'height', 'weight', 'speed',
'height', 'weight', 'speed'])]
# creating a multi-index dataframe
# with random data
multiindex_df = pd.DataFrame(
np.random.randn(9, 4), index=mldx_arrays,
columns=['Type A', 'Type B', 'Type C', 'Type D'])
multiindex_df.index.names = ['level 0', 'level 1']
multiindex_df
Output:
Now, we have to drop some rows from the multi-indexed dataframe. So, we are using the drop() method provided by the pandas module. This function drop rows or columns in pandas dataframe.
Syntax: df.drop(‘labels’, level=0, axis=0, inplace=True)
Parameters:
labels: the parameter mentioned in quotes is the index or column labels to drop
axis : parameter to drop labels from the rows(when axis=0 or ‘index’) / columns (when axis=1 or ‘columns’).
level: parameter indicates the level number like 0,1 etc to help identify and manipulate a particular level of data in a multi-index dataframe. For example, there are two levels in the given examples i.e level 1 and level 2.
inplace: parameter to do operation inplace and return nothing if its value is given True. Here in all the examples, the value of inplace is given True so that it does the operation and then return nothing.
Example 1: To drop the rows containing ‘lion’ in level 0.
Here ‘lion’ is the label name we want to drop,
level=0, axis=0 as which depicts rows will be targeted for deletion,
inplace=True inside the df.drop() function so that it performs the task and returns nothing.
Python3
multiindex_df.drop('lion', level=0, axis=0, inplace=True)
multiindex_df
Output:
Example 2: To drop the rows in level 1 containing ‘weight’.
Here ‘weight’ is the label name we want to drop in level 1 from each of the rows in level 0,
level=1, axis=0 as which depicts rows will be targeted for deletion,
inplace=True inside the df.drop() function so that it performs the task and return nothing.
Python3
multiindex_df.drop('weight', level=1, axis=0, inplace=True)
multiindex_df
Output:
Example 3: To drop a single row having a label as ‘weight’ in level 1 inside ‘bison’ in level 0.
Here (‘bison’, ‘weight’) are the label names we want to drop from level 0 and 1 respectively. It simply means that only the row from label ‘bison’ in level 0, the label ‘weight’ from level 1 will be deleted. No need to mention the level as it involves two levels, so only the label names within quotes will work fine,
axis=0 as which depicts rows will be targeted for deletion
inplace=True inside the df.drop() function so that it performs the task and return nothing.
Python3
multiindex_df.drop(('bison', 'weight'), axis=0, inplace=True)
multiindex_df
Output:
Example 4: To drop two rows from level 0.
Here (‘bison’, ‘hawk’) are the label names we want to drop from level 0 which contains multiple rows from level 1. So deletion of the rows from level 0 will result in the dropping of the respective rows from level 1 also.
axis=0 as which depicts rows will be targeted for deletion,
inplace=True inside the df.drop() function so that it performs the task and returns nothing.
Python3
multiindex_df.drop(['bison', 'hawk'], axis=0, inplace=True)
multiindex_df
Output 4: | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a Structure in C++/array::fill() and array::swap() in C++ STL/STD::array in C++/set cbegin() and cend() function in C++ STL/Difference between std::set vs std::vector in C++ STL/set vs unordered_set in C++ STL/How to Delete an Element from the Set in C++?/How to traverse a C++ set in reverse direction/Find Maximum and Minimum Element in a Set in C++ STL/Counting Inversions using Set in C++ STL/Commonly Asked C++ Interview Questions | Set 2/C++ Programming Examples/When do we pass arguments by pointer?/Variable Length Arrays (VLAs) in C/How to pass an array by value in C ?/memcpy() in C/C++/C++ Map of Functions/Passing Pointers to Functions In C++/std::function in C++/Virtual Function in C++/Virtual Functions and Runtime Polymorphism in C++/How Does Default Virtual Behavior Differ in C++ and Java?/Comparison of Exception Handling in C++ and Java/Foreach in C++ and Java/Templates in C++ vs Generics in Java/Floating Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why Array.length() gives error when used in Java?/CharArrayWriter size() method in Java with examples/CharArrayWriter append() method in Java with Examples/Writer append(char) method in Java with Examples/PrintWriter append(CharSequence) method in Java with Examples/PrintStream append(CharSequence, int, int) method in Java with Examples/Pattern split(CharSequence,int) method in Java with Examples/Duration parse(CharSequence) method in Java with Examples/Duration toDays() method in Java with Examples/Duration toNanosPart() method in Java with Examples/Duration ofNanos(long) method in Java with Examples/Duration minusDays(long) method in Java with Examples/Duration plusMinutes(long) method in Java with Examples/Duration plusHours(long) method in Java with Examples/Spring Boot Interview Questions and Answers/Spring Boot – Starter Parent/Spring Boot – Hello World/Spring Boot with H2 Database/Spring Boot – Spring Data JPA/Spring Boot – MongoRepository with Example/Multi-Module Project With Spring Boot/Spring Boot – Packaging/Spring Boot – Auto-configuration/How to Implement AOP in Spring Boot Application?/Spring Boot – File Handling/How to Test Spring Boot Project using ZeroCode?/Spring Boot – Map Entity to DTO using ModelMapper/Containerizing Spring Boot Application/Best Practices For Structuring Spring Boot Application/How to Create a REST API using Java Spring Boot?/Different kinds of HTTP requests/HTTP headers | Upgrade-Insecure-Requests/How to secure HTTP requests ?/How to send HTTP response code in PHP?/State the core components of an HTTP response ?/Components of Search Engine/Difference between Crawling and Indexing in Search Engine Optimization (SEO)/What is a Search Algorithm in SEO: Understanding Its Role/Keyword Searching Algorithms For Search Engines/What is a Webcrawler and where is it used?/Python | Parse a website with regex and urllib/Launch Website URL shortcut using Python/How to list tables using SQLite3 in Python ?/Difference between MySQL and SQLite/Difference between Neo4j and MySQL/Difference between NoSQL and NewSQL/Data Visualisation in Python using Matplotlib and Seaborn/How to install MySQL Connector Package in Python/Boutique Management System using Python-MySQL Connectivity/SQL CREATE TABLE/Recursive Join in SQL/How to Get Current Date and Time in SQL?/NULL values in SQL/Best Practices For SQL Query Optimizations/SQL Performance Tuning/Clustering Indexing in Databases/ISAM in Database/SQL - Show Databases/How to Check MySQL Database/How to Get Database Size in SQL/Delete Database in MS SQL Server/How to Import and Export SQL Server Database?/How to Import JSON Data into SQL Server?/How to Export Data From SQL Server to Flat File in SSIS?/How To Export and Import a .SQL File From Command Line With Options?/How To Connect and run SQL Queries to a PostgreSQL Database from Python/How to Convert SQL Query Results to Pandas Dataframe Using pypyodbc?/How to Convert a List to a DataFrame Row in Python?/Create a list from rows in Pandas DataFrame | Set 2/Display the Pandas DataFrame in Heatmap style/How to sum negative and positive values using GroupBy in Pandas?/Pandas – Groupby value counts on the DataFrame/How to count unique values in a Pandas Groupby object?/How to Add Group-Level Summary Statistic as a New Column in Pandas?/Find the profit and loss in the given Excel sheet using Pandas/Prevent duplicated columns when joining two Pandas DataFrames/How to Merge DataFrames of different length in Pandas ?/Join Pandas DataFrames matching by substring/Merge two Pandas DataFrames based on closest DateTime/Merge two Pandas DataFrames on certain columns/Merge two Pandas dataframes by matched ID number/Merge two dataframes with same column names/Drop specific rows from multiindex Pandas Dataframe | https://www.geeksforgeeks.org/drop-specific-rows-from-multiindex-pandas-dataframe/?ref=next_article | Pandas | Drop specific rows from multiindex Pandas Dataframe | memcpy() in C, C++, Python | Pandas Series.to_sparse(), How to Create a REST API using Java Spring Boot?, How to list tables using SQLite3 in Python ?, Find Maximum and Minimum Element in a Set in C++ STL, Launch Website URL shortcut using Python, Keyword Searching Algorithms For Search Engines, Sum of all even occurring element in an array, Best Practices For Structuring Spring Boot Application, std::function in C++, How to sum negative and positive values using GroupBy in Pandas?, How to Export Data From SQL Server to Flat File in SSIS?, What is a Webcrawler and where is it used?, How to pass an array by value in C ?, Sorting a 2D Array according to values in any given column in Java, Java Program to Find the Length, Display the Pandas DataFrame in Heatmap style, Templates in C++ vs Generics in Java, NULL values in SQL, Spring Boot – Auto-configuration, How to Import JSON Data into SQL Server?, Difference between NoSQL and NewSQL, Virtual Functions and Runtime Polymorphism in C++, How to Add Group-Level Summary Statistic as a New Column in Pandas?, Duration toDays() method in Java with Examples, SQL - Show Databases, PrintWriter append(CharSequence) method in Java with Examples, Duration minusDays(long) method in Java with Examples, C++ Programming Examples, How to Find a Sublist in a List in Java?, set vs unordered_set in C++ STL, How to Test Spring Boot Project using ZeroCode?, Get first and last elements from ArrayList in Java, Passing Pointers to Functions In C++, Counting Inversions using Set in C++ STL, Containerizing Spring Boot Application, Clustering Indexing in Databases, array::fill() and array::swap() in C++ STL, Calculating the Product of List Lengths in a Dictionary – Python, Randomly Select Items from a List in Java, CharArrayWriter size() method in Java with examples, What is a Search Algorithm in SEO: Understanding Its Role, CharArrayWriter append() method in Java with Examples, SQL Performance Tuning, Different kinds of HTTP requests, Merging or Concatenating two Dictionaries in Python, Difference between MySQL and SQLite, Delete Database in MS SQL Server, Sort elements by frequency using STL, Split a List into Two Halves in Java, Python | Pandas Series.shift(), Python | Pandas Series.sum(), Merge two Pandas DataFrames on certain columns, Duration plusHours(long) method in Java with Examples, Spring Boot – Hello World, Competitive Programming – A Complete Guide, How to secure HTTP requests ?, How to Get Current Date and Time in SQL?, When do we pass arguments by pointer?, Dictionary items in value range in Python, Difference between std::set vs std::vector in C++ STL, Difference between Neo4j and MySQL, How to count unique values in a Pandas Groupby object?, Data Visualisation in Python using Matplotlib and Seaborn, Drop specific rows from multiindex Pandas Dataframe, Duration toNanosPart() method in Java with Examples, Virtual Function in C++, Is sizeof for a struct equal to the sum of sizeof of each member?, Python | pandas.date_range() method, Spring Boot with H2 Database, Why Array.length() gives error when used in Java?, Spring Boot – File Handling, Hashing in Data Structure, Join Pandas DataFrames matching by substring, SQL CREATE TABLE, Size of an ArrayList, Python Program to Swap dictionary item’s position, How to send HTTP response code in PHP?, How to Import and Export SQL Server Database?, Spring Boot – Spring Data JPA, Sort given array to descending-lowest-ascending form, Merge two dataframes with same column names, HTTP headers | Upgrade-Insecure-Requests, Create a list from rows in Pandas DataFrame | Set 2, C++ Map of Functions, How to install MySQL Connector Package in Python, Multi-Module Project With Spring Boot, Sort an array in descending order based on the sum of its occurrence, How to Get Current Date and Time using Python, Merge two Pandas DataFrames based on closest DateTime, Print with your own font using Python !!, Best Practices For SQL Query Optimizations, Merge two Pandas dataframes by matched ID number, Python | Ways to change keys in dictionary, How to Check MySQL Database, Components of Search Engine, Spring Boot – Map Entity to DTO using ModelMapper, Pandas Tutorial, Spring Boot – Starter Parent, Python – Dictionary values String Length Summation, Frequency of an element in an array, How Does Default Virtual Behavior Differ in C++ and Java?, Initializing a List in Java, How to traverse a C++ set in reverse direction, How to Merge DataFrames of different length in Pandas ?, Floating Point Operations & Associativity in C, C++ and Java, Spring Boot Interview Questions and Answers, Difference between Crawling and Indexing in Search Engine Optimization (SEO), How to Convert SQL Query Results to Pandas Dataframe Using pypyodbc?, Find the profit and loss in the given Excel sheet using Pandas, Writer append(char) method in Java with Examples, Array of Structures vs Array within a Structure in C++, Duration plusMinutes(long) method in Java with Examples, State the core components of an HTTP response ?, Python calendar module | setfirstweekday() method, Dictionaries in Python, Python | Calendar Module, Sort elements by frequency | Set 4 (Efficient approach using hash), Python | Pandas Series.var, How To Export and Import a .SQL File From Command Line With Options?, Recursive Join in SQL, Pandas, How to Get Database Size in SQL, Pandas – Groupby value counts on the DataFrame, Pattern split(CharSequence,int) method in Java with Examples, Comparison of Exception Handling in C++ and Java, Split a String into a Number of Substrings in Java, Duration ofNanos(long) method in Java with Examples, How to Convert a List to a DataFrame Row in Python?, Spring Boot – MongoRepository with Example, Sort given Array based on the fractional values, Spring Boot – Packaging, Duration parse(CharSequence) method in Java with Examples, set cbegin() and cend() function in C++ STL, How to Implement AOP in Spring Boot Application?, How To Connect and run SQL Queries to a PostgreSQL Database from Python, Python | Pandas Series.to_string(), Foreach in C++ and Java, Python | Parse a website with regex and urllib, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, Boutique Management System using Python-MySQL Connectivity, How to Delete an Element from the Set in C++?, ISAM in Database, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Prevent duplicated columns when joining two Pandas DataFrames, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [-0.014481687, 0.0177936926, -0.014248291, 0.0348093957, 0.0220059417, -0.021828115, -0.0271406602, -0.00268405792, 0.0230728947, -0.0105139492, -0.00695743365, -0.0601051152, 0.00257986318, -0.00231312448, -0.038743794, -0.00870234892, 0.00625724485, 0.0358985811, 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07 Apr, 2021 | Select rows that contain specific text using Pandas
07 Apr, 2021
While preprocessing data using pandas dataframe there may be a need to find the rows that contain specific text. In this article we will discuss methods to find the rows that contain specific text in the columns or rows of a dataframe in pandas.
Dataset in use:
job
Age_Range
Salary
Credit-Rating
Savings
Buys_Hone
Own
Middle-aged
High
Fair
10000
Yes
Govt
Young
Low
Fair
15000
No
Private
Senior
Average
Excellent
20000
Yes
Own
Middle-aged
High
Fair
13000
No
Own
Young
Low
Excellent
17000
Yes
Private
Senior
Average
Fair
18000
No
Govt
Young
Average
Fair
11000
No
Private
Middle-aged
Low
Excellent
9000
No
Govt
Senior
High
Excellent
14000
Yes
Method 1 : Using contains()
Using the contains() function of strings to filter the rows. We are filtering the rows based on the ‘Credit-Rating’ column of the dataframe by converting it to string followed by the contains method of string class. contains() method takes an argument and finds the pattern in the objects that calls it.
Example:
Python3
# importing pandas as pd
import pandas as pd
# reading csv file
df = pd.read_csv("Assignment.csv")
# filtering the rows where Credit-Rating is Fair
df = df[df['Credit-Rating'].str.contains('Fair')]
print(df)
Output :
Rows containing Fair as Savings
Method 2 : Using itertuples()
Using itertuples() to iterate rows with find to get rows that contain the desired text. itertuple method return an iterator producing a named tuple for each row in the DataFrame. It works faster than the iterrows() method of pandas.
Example:
Python3
# importing pandas as pd
import pandas as pd
# reading csv file
df = pd.read_csv("Assignment.csv")
# filtering the rows where Age_Range contains Young
for x in df.itertuples():
if x[2].find('Young') != -1:
print(x)
Output :
Rows with Age_Range as Young
Method 3 : Using iterrows()
Using iterrows() to iterate rows with find to get rows that contain the desired text. iterrows() function returns the iterator yielding each index value along with a series containing the data in each row. It is slower as compared to the itertuples because of lot of type checking done by it.
Example:
Python3
# importing pandas as pd
import pandas as pd
# reading csv file
df = pd.read_csv("Assignment.csv")
# filtering the rows where job is Govt
for index, row in df.iterrows():
if 'Govt' in row['job']:
print(index, row['job'], row['Age_Range'],
row['Salary'], row['Savings'], row['Credit-Rating'])
Output :
Rows with job as Govt
Method 4 : Using regular expressions
Using regular expressions to find the rows with the desired text. search() is a method of the module re. re.search(pattern, string): It is similar to re.match() but it doesn’t limit us to find matches at the beginning of the string only. We are iterating over the every row and comparing the job at every index with ‘Govt’ to only select those rows.
Example:
Python3
# using regular expressions
from re import search
# import pandas as pd
import pandas as pd
# reading CSV file
df = pd.read_csv("Assignment.csv")
# iterating over rows with job as Govt and printing
for ind in df.index:
if search('Govt', df['job'][ind]):
print(df['job'][ind], df['Savings'][ind],
df['Age_Range'][ind], df['Credit-Rating'][ind])
Output :
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How To Connect and run SQL Queries to a PostgreSQL Database from Python, Python | Pandas Series.to_string(), Foreach in C++ and Java, Python | Parse a website with regex and urllib, Min and Max in a List in Java, Python | Pandas Series.str.swapcase(), Variable Length Arrays (VLAs) in C, Boutique Management System using Python-MySQL Connectivity, How to Delete an Element from the Set in C++?, ISAM in Database, STD::array in C++, Find the Kth occurrence of an element in a sorted Array, Find the elements appearing even number of times in an Array, Python | Pandas Working With Text Data, Get Current time in Python, PrintStream append(CharSequence, int, int) method in Java with Examples, Prevent duplicated columns when joining two Pandas DataFrames, Commonly Asked C++ Interview Questions | Set 2, Python – Access Dictionary items, Python | Pandas Series.sort_values() | GeeksforGeeks | [-0.0276230648, 0.029849479, -0.00992825255, 0.0266393, -0.0197141171, -0.00396418152, -0.035182517, 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24 Feb, 2021 | Select Pandas dataframe rows between two dates
24 Feb, 2021
Prerequisites: pandas
Pandas is an open-source library that is built on top of NumPy library. It is a Python package that offers various data structures and operations for manipulating numerical data and time series. It is mainly popular for importing and analyzing data much easier. Pandas is fast and it has high-performance & productivity for users.
This article focuses on getting selected pandas data frame rows between two dates. We can do this by using a filter.
Dates can be represented initially in several ways :
string
np.datetime64
datetime.datetime
To manipulate dates in pandas, we use the pd.to_datetime() function in pandas to convert different date representations to datetime64[ns] format.
Syntax: pandas.to_datetime(arg, errors=’raise’, dayfirst=False, yearfirst=False, utc=None, box=True, format=None, exact=True, unit=None, infer_datetime_format=False, origin=’unix’, cache=False)
Parameters:
arg: An integer, string, float, list or dict object to convert in to Date time object.
dayfirst: Boolean value, places day first if True.
yearfirst: Boolean value, places year first if True.
utc: Boolean value, Returns time in UTC if True.
format: String input to tell position of day, month and year.
Approach
Import module
Create or load data
Create dataframe
Convert the dates column to datetime64[ns] data type
Define a start date and end date.
Use a filter to display the updated dataframe and store it.
Display dataframe
Example: Original dataframe
Python3
import pandas as pd
data = {'Name': ['Tani', 'Saumya',
'Ganesh', 'Kirti'],
'Articles': [5, 3, 4, 3],
'Location': ['Kanpur', 'Kolkata',
'Kolkata', 'Bombay'],
'Dates': ['2020-08-04', '2020-08-07', '2020-08-08', '2020-06-08']}
# Create DataFrame
df = pd.DataFrame(data)
display(df)
Output:
Example: Selecting data frame rows between two rows
Python3
import pandas as pd
data = {'Name': ['Tani', 'Saumya',
'Ganesh', 'Kirti'],
'Articles': [5, 3, 4, 3],
'Location': ['Kanpur', 'Kolkata',
'Kolkata', 'Bombay'],
'Dates': ['2020-08-04', '2020-08-07', '2020-08-08', '2020-06-08']}
# Create DataFrame
df = pd.DataFrame(data)
start_date = '2020-08-05'
end_date = '2020-08-08'
mask = (df['Dates'] > start_date) & (df['Dates'] <= end_date)
df = df.loc[mask]
display(df)
Output: | Pandas/Pandas Tutorial/Python | pandas.date_range() method/Python | Pandas Working With Text Data/Python | Pandas Series.str.swapcase()/Python | Pandas Series.sort_values()/Python | Pandas Series.var/Python | Pandas Series.sum()/Python | Pandas Series.shift()/Python | Pandas Series.to_string()/Python | Pandas Series.to_sparse()/Dictionaries in Python/Python – Dictionary values String Length Summation/Calculating the Product of List Lengths in a Dictionary – Python/Python – Access Dictionary items/Dictionary items in value range in Python/Python | Ways to change keys in dictionary/Python Program to Swap dictionary item’s position/Merging or Concatenating two Dictionaries in Python/Print with your own font using Python !!/Get Current time in Python/How to Get Current Date and Time using Python/Python | Calendar Module/Python calendar module | setfirstweekday() method/Is sizeof for a struct equal to the sum of sizeof of each member?/Array of Structures vs Array within a Structure in C++/array::fill() and array::swap() in C++ STL/STD::array in C++/set cbegin() and cend() function in C++ STL/Difference between std::set vs std::vector in C++ STL/set vs unordered_set in C++ STL/How to Delete an Element from the Set in C++?/How to traverse a C++ set in reverse direction/Find Maximum and Minimum Element in a Set in C++ STL/Counting Inversions using Set in C++ STL/Commonly Asked C++ Interview Questions | Set 2/C++ Programming Examples/When do we pass arguments by pointer?/Variable Length Arrays (VLAs) in C/How to pass an array by value in C ?/memcpy() in C/C++/C++ Map of Functions/Passing Pointers to Functions In C++/std::function in C++/Virtual Function in C++/Virtual Functions and Runtime Polymorphism in C++/How Does Default Virtual Behavior Differ in C++ and Java?/Comparison of Exception Handling in C++ and Java/Foreach in C++ and Java/Templates in C++ vs Generics in Java/Floating Point Operations & Associativity in C, C++ and Java/Competitive Programming – A Complete Guide/Hashing in Data Structure/Sort elements by frequency | Set 4 (Efficient approach using hash)/Sort elements by frequency using STL/Frequency of an element in an array/Sum of all even occurring element in an array/Find the elements appearing even number of times in an Array/Find the Kth occurrence of an element in a sorted Array/Sort an array in descending order based on the sum of its occurrence/Sort given array to descending-lowest-ascending form/Sort given Array based on the fractional values/Sorting a 2D Array according to values in any given column in Java/Split a String into a Number of Substrings in Java/Initializing a List in Java/How to Find a Sublist in a List in Java?/Min and Max in a List in Java/Split a List into Two Halves in Java/Randomly Select Items from a List in Java/Get first and last elements from ArrayList in Java/Java Program to Find the Length/Size of an ArrayList/Why Array.length() gives error when used in Java?/CharArrayWriter size() method in 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04 Jan, 2025 | Maths
04 Jan, 2025
Mathematics, often referred to as “math” for short. It is the study of numbers, quantities, shapes, structures, patterns, and relationships. It is a fundamental subject that explores the logical reasoning and systematic approach to solving problems. Mathematics is used extensively in various fields such as science, engineering, economics, computer science, and many others.
Branches of Mathematics
Mathematics is made up of different branches that focus on various aspects of numbers and shapes. These include algebra, geometry, calculus, and statistics, and many others, each with its own purpose and uses.
Arithmetic
Arithmetic is the branch of math that deals with basic numbers and operations like addition, subtraction, multiplication, and division. It’s the foundation of all math and is used in everyday tasks like shopping or budgeting.
Key topics of Arithmetic:
What are Numbers?
Addition and Subtraction
Multiplication and Division
Properties of Operations
Order of Operations
Fractions
Decimals
Percentages
Exponents
Number Theory
Number Theory is a branch of mathematics that studies properties and relationships of integers. It focuses on concepts like prime numbers, divisibility, and patterns in numbers.
Some key topics of Number theory :
Number Systems
Divisibility Rules
Prime Numbers
Co-Prime Numbers
Euclid Division Algorithm
Modular Arithmetic
Algebra
Algebra is a branch of mathematics that deals with symbols and the rules for manipulating them. It helps us solve problems by setting up equations and representing numbers with letters or symbols, making it easier to work with unknown values.
Key topics of Algebra:
Variables and Constants
Algebraic Expressions
Algebraic Equations
Coefficients
Algebraic Operations & Properties
Algebraic Identities
Functions
Polynomials
Geometry
Geometry is the branch of math that studies shapes, sizes, and the properties of space. It helps us understand things like angles, lines, circles, and areas.
Some Key topics of Geometry:
Lines and Angles
Geometric Shapes
Triangles
Quadrilaterals
Circles
Congruency and Similarity
Area and Perimeter
Surface Area and Volume
Coordinate Geometry
Coordinate Geometry connects algebra and geometry using a coordinate system. It allows us to represent geometric shapes like points, lines, and curves on a graph using numbers and equations.
Some key topics of Algebra:
Points, Lines and Planes
Coordinate Axes and Plane
Cartesian Coordinate System
X and Y Intercept
Distance Formula
Section Formula
Midpoint Formula
Conic Section
Trigonometry
Trigonometry is a branch of mathematics that studies the relationships between the angles and sides of triangles, especially right-angled triangles. Trigonometry defines six fundamental functions that relate the angles of a triangle to the lengths of its sides.
Some Key topics of Trigonometry:
Trigonometric Ratios
Trigonometric Identities
Trigonometric Functions
Trigonometric Equations
Inverse Trigonometric Functions
Inverse Trigonometric Identities
Applications of Trigonometry
Height and Distance
Vector Algebra
Vector Algebra deals with vectors, which are quantities that have both magnitude and direction. It helps in solving problems related to movement, force, and geometry in 2D or 3D space using simple mathematical operations.
Some key topics of Vector Algebra:
Types of Vectors
Vector Operations
Vector Addition
Dot and Cross Product of Vectors
Vector Space
Calculus
Calculus is a branch of mathematics that studies continuous change, using concepts such as derivatives, integrals, limits, and infinite series. It is foundational for various fields, including physics, engineering, economics, computer science, and more.
Some key topics of Calculus:
Differential Calculus
Differentiation
Integral Calculus
Integration
Limits in Calculus
Continuty
Differentiability
Applications of Derivatives
Applications of Integrals
Combinatorics
Combinatorics is the study of counting, selecting, arranging, and grouping objects. It helps solve problems related to combinations, permutations, and probabilities in a simple and logical way.
Some key topics of Combinatorics:
Fundamental Principle of Counting
Permutations
Combinations
Difference between Permutations and Combinations
Pigeonhole Principle
Inclusion-Exclusion Principle
Probability
Probability deals with events and quantifies their likelihood of occurring with numerical values ranging from 0 to 1. Higher probabilities indicate a greater chance of the event happening.
Some key topics of Probability:
Basic Concepts of Probability
Probability Theory
Conditional Probability
Bayes Theorem
Random Variables
Probability Distribution
Joint, Marginal, and Conditional Distributions
Statistics
Statistics is a branch of mathematics that deals with collecting, organizing, analyzing, and interpreting data. It helps in understanding patterns, making predictions, and drawing conclusions from data sets.
Some key topics of Statistics:
Descriptive Statistics
Data Handling
Measures of Central Tendency
Inferential Statistics
Sampling Methods
Difference between Descriptive and Inferential Statistics
Measures of Dispersion
Set Theory
Set Theory is a branch of mathematics that studies collections of objects, called sets. It focuses on understanding relationships between sets, such as union, intersection, and difference.
Some key topics of Set Theory:
Set Notation
Types Of Sets
Subsets
Set Operations
Venn Diagrams
Power Set
Some Common Math Topics
Area of Circle
Even and Odd Numbers
Quadrilateral
Area of Rectangle
Factorization Of Polynomial
Rational Numbers
Area of Triangle
Greatest Common Divisor
Ratio and Percentages
Arithmetic Progressions
HCF and LCM
Real Numbers
Bayes Theorem
Heron’s Formula
Sequence and series
Cartesian Coordinate System
Cube and Cube Root
Slope of Straight Line
Cartesian Product of Sets
Natural Numbers
Square and Square Roots
Whole Numbers
Negative Exponents
Surface Area and Volume
Conic Section
Number System
The perimeter of a triangle
Construction
Permutation and Combination
Triangles
Polynomials
Playing with Numbers
Circles
FAQs on Mathematics
What are the main branches of mathematics?
Algebra, Number theory, Geometry and Arithmetic are some of the main branches of Mathematics.
Who is the father of Math?
The “Father of Mathematics” is title is often given to Archimedes. An ancient Greek mathematician, physicist, and engineer who made significant contributions to mathematics and science.
Who is the father of Algebra?
Muhammad ibn Musa al-Khwarizmi, is generally considered to be the “Father of Algebra”. He was a Persian mathematician who lived during the 9th century.
Who discovered zero?
zero as a number was The ancient Indian mathematician Brahmagupta was the first to discover and formalize its use in the 7th century.
Why is it important to learn mathematics?
Mathematics is essential for developing problem-solving and analytical skills. It’s fundamental in various fields like science, engineering, and technology, and helps in making informed decisions in everyday life..
Can mathematics help in other subjects?
Absolutely. Mathematics enhances logical reasoning and analytical thinking, skills that are beneficial in subjects like physics, chemistry, economics, and even in understanding complex patterns in languages.
How can I improve my mathematics skills?
Regular practice is key. Focus on understanding concepts rather than just memorizing formulas. Utilize resources like GeeksforGeeks for guided learning, and don’t hesitate to seek help when needed.
What are the major branches of mathematics covered in this guide?
This guide covers various branches including Algebra, Geometry, Calculus, Trigonometry, Probability, and more, catering to a wide range of learners.
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18 Feb, 2022 | CBSE Class 12 Maths Term 1 2021 Answer Key
18 Feb, 2022
The Central Board of Secondary Education (CBSE) conducted Term-1 Class 12 Board examination 2021-22 of Mathematics on Monday, December 6, 2021. The paper was rated lengthy and difficult as stated by students.
Lets discuss the structure of CBSE Class 12 Maths Term 1 Question Paper 2021.
The question paper consists of 50 questions divided into sections A, B, and C in which the Section:
A consists of 20 questions of 1 mark each. Students needs to attempt any 16 questions,B consists of 20 questions of 1 mark each. Students needs to attempt any 16 questions,C consists of 10 questions of 1 mark each. Only eight questions are needed to be attempt.
Section A evaluated the knowledge and understanding of the students, where a few questions required little calculations. Section B was challenging, requiring students to have a thorough comprehension of the ideas in order to answer the problems. Linear Programming questions take a long time to answer. Section C assessed the students’ ability to apply their knowledge. This portion appears to be challenging for an average student to pass.
Now, lets analyze the CBSE Class 12 Maths Term 1 Paper Series SSJ/1 – Set 4 for 2021 with the answer keys and their solutions of the Class 12 Maths Paper.
The chapter ‘Applications of Derivatives‘ got the most marks and questions, followed by ‘Matrices‘ and ‘Relations and Functions.’ The least number of questions were asked from ‘Determinants‘ and ‘Inverse Trigonometric Functions.’ There is only one case study question in ‘Applications of Derivatives.
Section A was easy, section B was very complex, and section C was relatively easy but time-consuming, also the Question 42 from section C had symbols not present in the NCERT textbooks. Therefore, it is remarked that certain questions required students to think creatively and that the case study problems required good thinking skills. Hence, the CBSE Term 1 Maths paper 2021 was moderately difficult and time-consuming, with certain questions requiring additional time to answer.
Here, the Solved Questions Paper (along with the Answers and the explanation in-depth for each question) of the Maths CBSE Class 12th Term 1 Exam is provided as:
CBSE Class 12th Term 1 Maths Board Exam Question Paper and Answers Key 2021-22 (SET 4)Subject- Mathematics Term- ITime allowed- 90 minutes
Maximum Marks- 40
General Instructions
Read the following instructions very carefully and strictly follow them:
This question paper contains 50 questions out of which 40 questions are to be attempted. All questions carry equal marks.The question paper consists of three Sections – Section A, B, and C.Section – A contains 20 questions. Attempt any 16 questions from Q. No. 01 to 20.Section – B also contains 20 questions. Attempt any 16 questions from Q. No. 21 to 40.Section – C contains two Case Studies containing 5 questions in each case. Attempt any 4 questions from Q. No. 41 to 45 and another 4 from Q. No. 46 to 50.There is only one correct option for every Multiple Choice Question (MCQ). Marks will not be awarded for answering more than one option.There is no negative marking.SECTION – A
Question Number 1 to 20 are of 1 mark each. Any 16 Questions from Question 1 to 20 are needed to be attempted.
Question 1: Differential of log [log (log x5)] w.r.t. x is
Answer: (a)
Question 2: The number of all possible matrices of order 2 × 3 with each entry 1 or 2 is
(a) 16
(b) 6
(c) 64
(d) 24
Answer: (c)
Question 3: A function f : R → R is defined as f(x) = x³ + 1. Then the function has
(a) no minimum value
(b) no maximum value
(c) both maximum and minimum values
(d) neither maximum value nor minimum value
Answer: (d)
Question 4: If sin y = x cos (a + y), then dx/dy is
(a) cos a/cos² (a+y)
(b) – cos a/cos² (a+y)
(c) cos a/sin² y
(d) – cos a/sin² y
Answer: (a)
Question 5: The points on the curve x²/9 + y²/25 + 1, where the tangent is parallel to the x-axis are
(a) (±5, 0)
(b) (0, ±5)
(c) (0, ±3)
(d) (±3, 0)
Answer: (b)
Question 6: Three points P(2x, x + 3), Q(0, x) and R(x + 3, x + 6) are collinear, then x is equal to
(a) 0
(b) 2
(c) 3
(d) 1
Answer: (d)
Question 7: The principal value of is
(a) π/12
(b) π
(c) π/3
(d) π/6
Answer: (a)
Question 8: If (x²+ y²)² = xy, then dy/dx is
Answer: (c)
Question 9: If a matrix A is both symmetric and skew-symmetric, then A is necessarily
(a) Diagonal matrix
(b) Zero square matrix
(c) Square matrix
(d) Identity matrix
Answer: (b)
Question 10: Let set X = {1, 2, 3} and a relation R is defined in X as : R = {(1, 3), (2, 2), (3, 2)}, then minimum ordered pairs which should be added in relation R to make it reflexive and symmetric are
(a) {(1, 1), (2, 3), (1, 2)}
(b) {(3, 3), (3, 1), (1, 2)}
(c) {(1, 1), (3, 3), (3, 1), (2, 3)}
(d) {(1, 1), (3, 3), (3, 1), (1, 2)}
Answer: (c)
Question 11: A Linear Programming Problem is as follows:
Minimise z = 2x + y
subject to the constraints x ≥3 , x ≤9, y ≥ 0
x – y ≥ 0, x + y≤14
The feasible region has
(a) 5 corner points including (0, 0) and (9, 5)
(b) 5 corner points including (7. 7) and (3, 3)
(c) 5 corner points including (14, 0) and (9, 0)
(d) 5 corner points including (3, 6) and (9, 5)
Answer: (b)
Question 12: The function is continuous at x = 0 for the value of k as
(a) 3
(b) 5
(c) 2
(d) 8
Answer: (d)
Question 13: If Cij denotes the cofactor of element pij of the matrix , then the value of C31 . C23 is
(a) 3
(b) 5
(c) 2
(d) 8
Answer: (a)
Question 14: The function of y = x2 e-x is decreasing in the interval
(a) (0, 2)
(b) (2, ∞)
(c) (-∞, 0)
(d) (-∞, 0) ∪ (2, ∞)
Answer: (d)
Question 15: If R= {(x, y); x, y ∈ z, x² + y² ≤ 4} is a relation in set Z, then domain of R is
(a) {0, 1, 2}
(b) {-2, -1, 0, 1, 2}
(c) {0, -1, -2}
(d) {-1, 0, 1}
Answer: (b)
Question 16: The system of linear equations
5x + ky = 5,
3x + 3y = 5;
will be consistent if
(a) k ≠ -3
(b) k = -5
(c) k = 5
(d) k ≠ 5
Answer: (d)
Question 17: The equation of the tangent to the curve y (1 + x2) = 2 – x, where it crosses the x-axis is
(a) x – 5y = 2
(b) 5x – y = 2
(c) x + 5y = 2
(d) 5x + y = 2
Answer: (c)
Question 18: If are equal, then value of ab – cd is
(a) 4
(b) 16
(c) -4
(d) -16
Answer: (a)
Question 19: The principal value of is
(a) π/8
(b) 3π/8
(c) -π/8
(d) -3π/8
Answer: (a)
Question 20: For two matrices and P – Q is
Answer: (b)
SECTION B
In this Section attempt any 16 questions out of the Questions 21-40. Each question is of one mark.
Question 21: The function f(x) = 2x3 – 15x2 + 36 x + 6 is increasing in the interval
(a) (∞, 2) ∪ (3, ∞)
(b) (-∞, 2)
(c) (-∞, 2) ∪ (3, ∞)
(d) (3, ∞)
Answer: (c)
Question 22: If x = 2 cosθ – cos 2θ and y = 2 sinθ – sin 2θ, then dy/dx is
Answer: (b)
Question 23: What is the domain of the function cos-1 (2x – 3)?
(a) [-1, 1]
(b) (1, 2)
(c) (-1, 1)
(d) [1, 2]
Answer: (d)
Question 24: A matrix A = [aij]3 × 3 is defined by
The number of elements in A which are more than 5, is
(a) 3
(b) 4
(c) 5
(d) 6
Answer: (b)
Question 25: If a function f defined by.
is continuous at x = π/2. then the value of k is
(a) 2
(b)3
(c) 6
(d) – 6
Answer: (c)
Question 26: For the matrix is
(a) 2I
(b) 3I
(c) I
(d) 5I
Answer: (a)
Question 27: Let X = {x2 : x ∈ N} and the function f : N → X is defined by f(x) = x2, x ∈ N. Then this function is
(a) injective only
(b) not bijective
(c) surjective only
(d) bijective
Answer: (d)
Question 28: The corner points of the feasible region for a Linear Programming problem are P(0, 5). Q(1, 5), R(4. 2) and S(12, 0). The minimum value of the objective function Z = 2x + 5y is at the point
(a) P
(b) Q
(c) R
(d) S
Answer: (c)
Question 29: The equation of the normal to the curve ay2 = x3 at the point (am2, am3) is
(a) 2y – 3mx + am3 = 0
(b) 2x + 3my – 3am4 – am2 = 0
(c) 2x + 3my + 3am4 – 2am2 = 0
(d) 2x + 3my – 3am4 – 2am2 = 0
Answer: (d)
Question 30: If A is a square matrix of order 3 and | A | = -5, then | adj A | is
(a) 125
(b) – 25
(c) 25
(d) ± 25
Answer: (c)
Question 31: The simplest form of is
Answer: (c)
Question 32: If for the matrix , | A3 | =125, then the value of α is
(a) ±3
(b) -3
(c) ±1
(d) 1
Answer: (a)
Question 33: If y = sin (m sin-1 x), then which one of the following equations is true?
Answer: (b)
Question 34: The principal value of [tan-1 √3 – cot-1 (-√3)] is
(a) π
(b) -π/2
(c) 0
(d) 2√3
Answer: (b)
Question 35: The maximum value of is
Answer: (a)
Question 36: Let matrix X = [xij] is given by , Then the matrix Y = [mij] = Minor of xij is
Answer: (d)
Question 37: A function f : R ⇢ R defined by f(x) = 2 + x2 is
(a) not one-one
(b) one-one
(c) not onto
(d) neither one-one nor onto
Answer: (d)
Question 38: A Linear Programming Problem is as follows:
Maximise/Minimise objective function Z = 2x – y + 5
Subject to the constraints
3x + 4y ≤ 60
x + 3y ≤ 30
x ≥ 0, y ≥ 0
If the corner points of the feasible region are A (0, 10), B(12, 6), C(20, 0) and O(0, 0), then which of the following is true?
(a) Maximum value of Z is 40
(b) Minimum value of Z is – 5
(c) Difference of maximum and minimum values of Z is 35
(d) At two corner points, the value of Z are equal
Answer: (b)
Question 39: If x = -4 is a root of , then the sum if te other two roots is
(a) 4
(b) -3
(c) 2
(d) 5
Answer: (a)
Question 40: The absolute maximum value of the function f(x) = 4x – 1/2 x2 in the interval [-2, 9/2] is
(a) 8
(b) 9
(c) 6
(d) 10
Answer: (a)
SECTION – C
Attempt any 8 questions out of Questions 41-50. Each question is of one mark.
Question 41: In a sphere of radius r, a right circular cone of height h having maximum curved surface area is inscribed. The expression for the square of the curved surface of the cone is
(a) 2πr2rh (2rh + h2)
(b) π2hr (2rh + h2)
(c) 2π2r (2rh2 – h3)
(d) 2π2r2 (2rh – h2)
Answer: (c)
Question 42: The corner points of the feasible region determined by a set of constraints (linear inequalities) are P(0, 5), Q(3, 5), R(5, 0) and S(4, 1) and the objective function is Z = ax + 2by where a, b > 0. The condition on a and b such that the maximum Z occurs at Q and S is
(a) a – 5b = 0
(b) a – 3b = 0
(c) a – 2b = 0
(d) a – 8b = 0
Answer: (d)
Question 43: If curve y2 = 4x and xy = c cut at right angles, then the value of c is
(a) 4√2
(b) 8
(c) 2√2
(d) -4√2
Answer: (a)
Question 44: the inverse of the matrix is
Answer: (d)
Question 45: For an L.P.P. the objective function is Z = 4x + 3y, and the feasible region determined by a set of constraints (linear inequations) is shown in the graph.
Which one of the following statements is true?
(a) Maximum value of Z is at R.
(b) Maximum value of Z is at Q.
(c) Value of Z at R is less than the value at P.
(d) Value of Z at Q is less than the value at R.
Answer: (b)
Case Study
In a residential society comprising of 100 houses, there were 60 children between the ages of 10-15 years. They were inspired by their teachers to start composting to ensure that biodegradable waste is recycled. For this purpose, instead of each child doing it for only his/her house, children convinced the Residents welfare association to do it as a society initiative. For this, they identified a square area in the local park. Local authorities charged an amount of ₹ 50 per square metre for space so that there is no misuse of the space and the Resident welfare association takes it seriously. The association hired a labourer for digging out 250 m3 and he charged ₹ 400 × (depth)2. Association will like to have a minimum cost.
Based on this information, answer any 4 of the following questions.
Question 46: Let side of square plot is x m and its depth is h metres, then cost c for the pit is
Answer: (b)
Question 47: Value of h (in m) for which dc/dh = 0 is
(a) 1.5
(b) 2
(c) 2.5
(d) 3
Answer: (c)
Question 48: d2c/dh2 is given by
Answer: (a)
Question 49: Value of c (in m) for minimum cost is
Answer: (d)
Question 50: Total minimum cost of digging the pit (in ₹) is
(a) 4,100
(b) 7,500
(c) 7,850
(d) 3,220
Answer: (b)
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Start the challenge right away! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key | https://www.geeksforgeeks.org/cbse-class-12-maths-term-1-2021-answer-key?ref=asr10 | Mathematics | CBSE Class 12 Maths Term 1 2021 Answer Key | CBSE Class 12 Maths Term 1 2021 Answer Key, Mathematics, Maths | GeeksforGeeks | [-0.0306277312, 0.00763429282, -0.0125970356, 0.0299756918, 0.012080838, -0.0243790224, 0.00210327934, 0.0539019108, 0.0295591112, 0.0327287465, 0.026443813, -0.049337633, 0.0255744271, -0.0451356024, -0.0131766256, 0.0123887453, -0.00429032743, 0.0419478565, -0.00825463515, -0.0272407494, -0.0379631743, -0.0219700988, -0.0181393698, 0.0205392353, -0.0142995827, 0.00283682346, 0.00768862898, 0.0164549351, 0.00474992441, 0.0096809715, 0.0293598771, 0.0282550324, 0.0248499401, -0.0379631743, 0.00824105088, 0.00798748061, 0.0117638744, -0.0228575971, -0.0581401624, 0.0252121836, -0.0214086212, 0.0209377035, 0.00246325927, 0.00123842177, 0.0138467774, -0.02658871, 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25 Dec, 2023 | If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero
25 Dec, 2023
Arithmetic Progression is a sequence in which the difference between any two consecutive terms is always the same. In simple terms, it means that the next number in the series is calculated by adding a fixed number i.e. common difference to the previous number in the series.
For example, f(n): 1,3,5,7,….. will be called an Arithmetic Progression because the difference between any two consecutive terms in the series (a common difference which is denoted as ‘d’) is the same i.e.,
The difference between the second and first term (3-1=2) is the same as the difference between the third and fourth term (5-3=2) is the same as the difference between the fourth term and the third term (7-5=2). Hence f(n) is an arithmetic progression.
Here,
the first term (a)=1, common difference (d)=2, no of terms (n)=4
T4=1+(4-1)×2
=>7
The General Term for AP is: The formula for the Nth term of an AP is
Tn = a + ( n- 1) × d,
where,
a is the first term of the series,
n is the no of terms and,
d is the common difference between the two consecutive terms of the series.
How to find the General Term of An Arithmetic Progression
Let the first term be T1, the second term be T2 ……………then the nth term be Tn
Let the first term be a and the common difference between two consecutive terms be d.
T1=a+0×d,
T2= a+1×d,
T3=a+(3-1)×d,then,
Tn=a+(n-1)×d
Therefore,
Nth term of an arithmetic progression = a+(n-1)×d
Statement: If m times the mth term is equal to n times the nth term of an A.P. prove that (m + n)th term of A.P is zero.
Proof:
Here,
It is given that m times the mth term is equal to n times the nth term we get,
Therefore,
Nth terms of an AP is = Tn= a+(n-1) d ————>(1)
Mth terms of an AP is = Tm= a+(m-1) d ———->(2)
According the question,
m×Tm=n×Tn
Equating equation 1 and 2 we get,
=> m[a + (m − 1)d] = n[a + (n − 1)d]
=> m[a + (m − 1)d] − n[a + (n − 1)d] = 0 //Taking all terms to LHS we get,
=> a(m − n) + d[(m + n)(m − n) − (m − n)] = 0
=> (m − n)[a + d((m + n) − 1)] = 0 //dividing both sides by (m-n) we get,
=> a + [(m + n) − 1]d = 0 ——————->(3)
The above equation represents the (m+n)th terms of the series Tm+n.
Thus,
=> Tm+n = 0
Hence above statement is Proved.
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Start the challenge right away! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero | https://www.geeksforgeeks.org/if-m-times-the-mth-term-of-an-a-p-is-equal-to-n-times-the-nth-term-prove-that-mnth-term-of-a-p-is-zero?ref=asr10 | Mathematics | If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero | If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero, CBSE Class 12 Maths Term 1 2021 Answer Key, Mathematics, Maths | GeeksforGeeks | [-0.0129598631, 0.0100505063, -0.00797637086, 0.0187507365, -0.0120063173, -0.019363232, 0.0102314707, 0.0267688688, 0.0249453, 0.0257248413, 0.0163146723, -0.00278059347, 0.00800421182, -0.0252654683, -0.0133009115, 0.00250740629, 0.000576390245, 0.0453525595, -0.0217296947, 0.00103880744, -0.0471343659, -0.0166626815, 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31 Jul, 2024 | Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3
31 Jul, 2024
Number System is a system of representing numbers using symbols and digits in a certain manner. One can think of it as a Grammar book in mathematics. As soon as one hears the word “Number” 1,2,3,…. get pops into one’s head immediately. Number System defines their value, operations to perform, and other properties. Each number is unique. It has many variations. Thus, it can be considered as a natural number, whole number, even number, odd number, prime number, composite number, etc.
Natural Number – It contains numbers starting from 1.
Whole Number – It contains numbers starting from 0.
Even Number – Numbers that are divisible by 2.
Odd Number – Numbers that are not divisible by 2.
Prime Number – Numbers that are divisible by 1 and itself only. i.e. only two factors.
Composite Number – Numbers that are divisible by 1 and itself and others. i.e. more than two factors.
Algebra
Algebra is the branch of Mathematics that emphasizes the use of various symbols and mathematical operations that can be performed on them. In Algebra, symbols such as alphabets are used like a, b, c, or x, and many others whose value is not predefined. Their value is not fixed, hence called variables. One can declare any amount of variables and define the specific value to them. These symbols or variables can be manipulated with the help of arithmetic operations like addition, subtraction, multiplication, and division. Let us deal with one application of Algebra which is Algebraic Expression.
An algebraic expression is composed of coefficients, Terms, Variables, and Constant, etc. and people have to determine the value of an unknown variable with mathematical operations.
Natural Numbers
Natural numbers are the counting numbers that begin from 1 till infinity, They are used for counting purposes. e.g. 1,2,3,4,…. , are natural numbers. Basically, Natural numbers are an integral part of the real number system.
However, Natural numbers doesn’t include zero, fraction, decimal, negative numbers.
A set of Natural numbers is denoted by N such that N = {1, 2, 3, 4, 5, 6, 7, 8,….}.
Use algebra to prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3.
Solution:
Suppose, we have a natural number N.
Consider three cases where N is in form of 3*N, 3*N+1, 3*N+2.
Squaring, we get
The square of 1st term is 9N2 which is a multiple of 3.
Square of 2nd term is:
9N2 + 6N +1 = 3(3N2 + 2N) + 1 which is one more than a multiple of 3.
Square of 3rd term is:
9N2 + 12N + 4 = 9N2 +12N + 3 + 1 = 3(3N2 + 4N + 1) +1 which is one more than multiple of 3.
Hence, it can be said that for N2 to be multiple of 3, N should be in form of 3N, 3N+1, 3N+2, and so on.
Example:
Square Number
Remainder when divided by 3
22 = 4 = 3 × 1 + 1
1
32 = 9 = 3 × 3 + 0
0
42 = 16 = 3 × 5 + 1
1
52 = 25 = 3 × 8 + 1
1
62 = 36 = 3 × 12 + 0
0
72 = 49 = 3 × 16 + 1
1
Hence, the square of any natural number is either a multiple of 3 or one more than a multiple of 3.
Related Articles:
Find the largest multiple of 2, 3 and 5
Multiples of 3 or 7
Prove that the square of an odd integer is always odd
Similar Problems
Question 1: Prove that the sum of two consecutive square numbers is odd?
Solution:
Let us assume that N and N + 1 are two consecutive numbers where N is any integer.
We have to determine their sum. So,
Sum = N2 + (N + 1)2 = N2 + N2 + 2N + 1 = 2N2 + 2N + 1 = 2(N2 + N) +1
The definition of odd number is one more than multiple of 2.
The sum is one more than multiple of 2. So, their sum is odd.
Example:
Input N = 2 and N + 1 = 3
Output 22 + 32 = 4+ 9 = 13
Conclusion The sum is odd.
Question 2: Prove that if m is not the square of a natural number, then √m is irrational.
Solution:
Let m be any positive integer such that there is no m = x2 where x is an integer.
We assume that √m is a rational number. Then it can be written as:
√m = p/q ⇢ (1)
Where p and q have no common factor other than 1.
Squaring both sides of Equation (1)
m = p2 / q2.
Since n is a positive integer and p and q have no common factor besides (1). Let q = 1.
m = p2
This result is contradictory to our assumption that m is not a square of a number. Hence, √m is irrational.
Question 3: Prove that if n is a natural number, then √n is irrational or a natural number.
Solution:
Let n be any natural number.
Case 1: n is a perfect square (1, 4, 9, 16, etc.)
Natural number (n)
The root of a number (√n)
Definition of √n
1
1
Well – defined
4
2
Well – defined
9
3
Well – defined
36
6
Well – defined
Hence, √n is a natural number.
Case 2: n is not a perfect square (√2, √3, √7, etc.)
Natural number(n)
The root of a number(√n)
Definition of √n
2
√2
Not Well – defined
3
√3
Not Well – defined
7
√3
Not Well – defined
19
√19
Not Well – defined
Hence, √n is an irrational number.
Conclusion √n is either a natural number or an irrational number.
Question 4: Prove that product of two perfect square numbers is also a perfect square.
Solution:
Let p and q be any two positive integers.
Since both p and q are perfect squares, we can write
p = a2
q = b2
Where a and b are any two integers.
p × q = a2 × b2 = (a × a) × (b × b) = (a × b) × (a × b) = (ab) × (ab) = (ab)2
Hence, The result is a perfect square of ab.
Conclusion The product of two perfect square numbers is also perfect square.
Example:
Input p = 4 and q = 9
Output pq= 4*9 = 36 = 62
Which is a perfect square.
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Start today! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero/Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3 | https://www.geeksforgeeks.org/prove-that-the-square-of-any-natural-number-is-either-a-multiple-of-3-or-one-more-than-a-multiple-of-3?ref=asr10 | Mathematics | Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3 | Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3, Mathematics, Maths, CBSE Class 12 Maths Term 1 2021 Answer Key, If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero | GeeksforGeeks | [0.00296444376, 0.0164277498, -0.0116900075, 0.0499811582, 0.0213131253, 0.0377945602, 0.0236752853, 0.03022491, 0.0561013, -0.00386199728, 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08 Mar, 2024 | Prove that √2 is an irrational number.
08 Mar, 2024
The √2 is an irrational number because it cannot be expressed as a fraction of two integers and does not terminate or repeat in its decimal representation.The proof that √2 is an irrational number typically follows a proof by contradiction.
Assume, for the sake of contradiction, that √2 is rational.
So, we have \bold{\sqrt{2} = \frac{a}{b}}. Squaring both sides, we get \bold{2 = \frac{a^2}{b^2}}. Rearranging, we find a2=2b2.
This implies that a2 is even, and consequently, a must also be even (since the square of an odd number is odd). Let a = 2k, where k is another integer.
Substituting this back into a2 = 2b2, we get 4k2 = 2b2, and simplifying gives b2 = 2k2.
Now, this implies that b2 is also even, and therefore b must also be even.
However, if both a and b are even, they have a common factor of 2, which contradicts our initial assumption that a and b have no common factors (other than 1).
This contradiction arises from assuming that √2 is rational, leading to the conclusion that √2 must be irrational. Therefore, √2 cannot be expressed as a fraction of two integers, confirming its irrationality.
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Start the challenge right away! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero/Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3/Prove that √2 is an irrational number. | https://www.geeksforgeeks.org/prove-that-%e2%88%9a2-is-an-irrational-number?ref=asr10 | Mathematics | Prove that √2 is an irrational number. | Prove that √2 is an irrational number., Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3, Mathematics, Maths, CBSE Class 12 Maths Term 1 2021 Answer Key, If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero | GeeksforGeeks | [-0.00284394715, -0.0539937392, -0.0156495348, 0.0224101339, -1.68943843e-05, -0.00460096309, 0.0455486812, 0.0258814842, 0.0197810121, 0.0160592683, -0.0296146106, 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30 Aug, 2024 | Is the square root of 12 an irrational number?
30 Aug, 2024
Is the square root of 12 an irrational number?
Yes, the square root of 12 is an irrational number.
As an answer, we can say √12 ≈ 3.464101615137754587054892683011744733885…
Real numbers that cannot be expressed as simple fractions are known as irrational numbers. It can’t be represented as a ratio like p/q, where p and q are both integers, q≠0. It’s an inconsistency of rational numbers. Irrational numbers are generally written as R\Q, where the backward slash sign stands for ‘set minus.’ It may also be written as R−Q, which represents the difference between a collection of real and rational numbers.
The computations based on these figures are a little more difficult. Irrational numbers include √5, √11, √21, and so on. If such numbers are utilized in arithmetic operations, the values beneath the root must first be evaluated.
What are Rational Numbers?
Rational numbers are of the form p/q, where p and q are integers and q ≠ 0. Because of the underlying structure of numbers, p/q form, most individuals find it difficult to distinguish between fractions and rational numbers.
When a rational number is divided, the output is in decimal form, which can be either ending or repeating. 3, 4, 5, and so on are some examples of rational numbers as they can be expressed in fraction form as 3/1, 4/1, and 5/1.
What are Irrational Numbers?
Irrational numbers are any numbers that are not rational numbers. Irrational numbers may be represented in decimals but not fractions, which implies they can’t be stated as a ratio of two integers. After the decimal point, irrational numbers have an infinite amount of non-repeating digits.
A real number that cannot be represented as a ratio of integers is called an irrational number. For example, √3 is an irrational number.
An irrational number’s decimal expansion is neither ending nor repeating. The definition of irrational is a number that does not have a ratio or for which no ratio can be stated, i.e., a number that cannot be represented in any other way except by using roots. To put it another way, irrational numbers cannot be expressed as a ratio of two integers.
Examples of Irrational Numbers
√3, √5, and so on are some examples of irrational numbers as they cannot be expressed in form of p⁄q. Euler’s Number, Golden Ratio, π, and so on are also some examples of irrational numbers. 1/0, 2/0, 3/0, and so on are irrational because they give us unlimited values.
Is the square root of 12 an irrational number?
Solution:
Irrational numbers are real numbers that cannot be written in the form p/q, where p and q are integers and q≠0. For instance, √3 and √5 and so on are irrational. A rational number is any number that can be written in the form of p/q, where p and q are both integers and q≠0.
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, √12 cannot be expressed in the form of p/q. Alternatively, 12 is not a prime number but a rational number.
Here, the given number √12 is equal to 3.4641016… which gives the result of non terminating and non recurring digit after decimal, and cannot be expressed as fraction .., So √12 is Irrational Number.
Similar Questions
Is √2 a rational number?
Irrational numbers are real numbers that cannot be written in the form p/q, where p and q are integers and q≠0. For instance, √3 and √5 and so on are irrational. A rational number is any number that can be written in the form of p/q, where p and q are both integers and q≠0.
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, √2 cannot be expressed in the form of p/q. Alternatively, 2 is a prime number or rational number.
Here, the given number √2 is equal to 1.4121 which gives the result of non terminating and non recurring decimal, and cannot be expressed as fraction .., So √2 is Irrational Number.
Is √7 a rational number or an irrational number?
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, √7 cannot be expressed in the form of p/q. Alternatively, 7 is a prime number. This means that the number 7 has no pair and is not divisible by 2. Hence, √7 is an irrational number.
Determine whether 5.152152…. is a rational number.
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, 5.152152…. has recurring digits. Hence, 5.152152…. is a rational number.
Is √11 a rational number or an irrational number?
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, √11 cannot be expressed in the form of p/q. Alternatively, 11 is a prime number. This means that the number 11 has no pair and is not divisible by 2. Hence, √11 is a irrational number.
Determine whether 7.23 is a rational number or an irrational number.
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, 7.23…. has terminating digits. Hence, 7.23 is a rational number
What do you understand by the term Rational and irrational number?
Real number that can be written as ratio of two integers where the denominator is not zero i.e p/q where p and q are any two integers. When rational numbers are expressed in decimals they are of two types terminating or repeating decimals. π, however, cannot be expressed as a fraction that gives two integers when the numerator and the denominator are divided by their greatest common divisor. The decimal part of it (3. 14159. .. ) is non-recurring i.e it goes on to infinity and an infinite number of digits are worked out. Thus π is an irrational number.
To what extend can one express √15 as a rational number?
A Rational number can be represented using a fraction that is formed with two integers where the second integer or the denominator is not equal to zero. If a rational number is divided then it gives either a terminating decimal or a recurring decimal. As already established, it is impossible to write √15 in the format p/q. Also, the number 15 cannot be fashioned out as a square of any integer since the square of an integer is an integer, and no integer responds to the equation; 15 = a * a when a is an integer. This mean we get non–terminating, non–recurring decimal when √15 is expressed. Thus it can be concluded that √15 is an irrational number.
Is 0. 333333. .. : Can you have a repeating rational or irrational number?
A rational number, is a real number which can be expressed in the form p/q, where q ≠ 0. When a rational number is divided it will either produce a decimal that terminates or a repeating decimal. Here, 0. 333333. .. is a recurring decimal. It can be written as 0.33 if explained in fraction form it is expressed as one third which is a ratio of two integers. Therefore, 0. 333333. .. Now in proposition 7 of Definitions, it is stated that a repeating (repeating) is a rational number.
Decide if the number ‘e’ or Euler’s number is rational or irrational.
A rational number is in the form p/q where p and q belong to set of integers and q is not equal to 0. When expressed as decimals rational numbers are either terminating decimal or are repeating decimal numbers. The number e , which is equal to about 2. 71828 . . . cannot be expressed as a ratio of two integers. Its decimal representation goes on and on and never repeats. Consequently e is the irrational number.
Is √20 a rational or irrational number?
It is a number that can be written in the form p/q where p and q are integers and q ≠ 0. When divided, a rational number comes to a terminating decimal or a repeating decimal all the time. Once again √20 cannot be represented in the form of p/q. However 20 cannot be expressed as a perfect square because we cannot have a coefficient for the prime numbers hence it is a prime number 2 × 2 × 5. This means that √ 20 = a non – terminating , non –recurring decimal . Hence “ √20” is an example of an irrational number.
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Start the challenge right away! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero/Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3/Prove that √2 is an irrational number./Is the square root of 12 an irrational number? | https://www.geeksforgeeks.org/is-the-square-root-of-12-an-irrational-number/?ref=next_article | Mathematics | Is the square root of 12 an irrational number? | Prove that √2 is an irrational number., Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3, Mathematics, Maths, CBSE Class 12 Maths Term 1 2021 Answer Key, Is the square root of 12 an irrational number?, If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero | GeeksforGeeks | [-0.0281730816, -0.0278965738, -0.0162986033, 0.0356695168, 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04 Sep, 2024 | Is √4 a rational or irrational number?
04 Sep, 2024
Real numbers that cannot be expressed as simple fractions are known as irrational numbers. It can’t be represented as a ratio like p/q, where p and q are both integers, q≠0. It’s an inconsistency of rational numbers. Irrational numbers are generally written as R\Q, where the backward slash sign stands for ‘set minus.’ It may also be written as R−Q, which represents the difference between a collection of real and rational numbers.
The computations based on these figures are a little more difficult. Irrational numbers include √5, √11, √21, and so on. If such numbers are utilized in arithmetic operations, the values beneath the root must first be evaluated.
What are Rational Numbers?
Rational numbers are of the form p/q, where p and q are integers and q ≠ 0. Because of the underlying structure of numbers, p/q form, most individuals find it difficult to distinguish between fractions and rational numbers. When a rational number is divided, the output is in decimal form, which can be either ending or repeating. 3, 4, 5, and so on are some examples of rational numbers as they can be expressed in fraction form as 3/1, 4/1, and 5/1.
What are Irrational Numbers?
Irrational numbers are any numbers that are not rational numbers. Irrational numbers may be represented in decimals but not fractions, which implies they can’t be stated as a ratio of two integers. After the decimal point, irrational numbers have an infinite amount of non-repeating digits.
A real number that cannot be represented as a ratio of integers is called an irrational number. For example, √2 is an irrational number.
An irrational number’s decimal expansion is neither ending nor repeating. The definition of irrational is a number that does not have a ratio or for which no ratio can be stated, i.e., a number that cannot be represented in any other way except by using roots. To put it another way, irrational numbers cannot be expressed as a ratio of two integers.
Examples of Irrational Numbers
√2, √3, √5, and so on are some examples of irrational numbers as they cannot be expressed in the form of p ⁄ q. Euler’s Number, Golden Ratio, π, and so on are also some examples of irrational numbers. 1/0, 2/0, 3/0, and so on are irrational because they give us unlimited values.
Is √4 a rational or irrational number?
Solution:
Irrational numbers are real numbers that cannot be written in the form p/q, where p and q are integers and q≠0. For instance, √2 and √3 and so on are irrational. A rational number is any number that can be written in the form of p/q, where p and q are both integers and q≠0.
Here, the given number √4 is equal to 2; the number 2 is a whole number and whole numbers are always rational. Also, it can be expressed in fraction form as 2 ⁄ 1 which means it is a rational number. Hence, √4 is not an irrational number.
Similar Questions
Question 1: Is √5 a rational number or an irrational number?
Answer:
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, √5 cannot be expressed in the form of p/q. Alternatively, 5 is a prime number. This means that the number 5 has no pair and is not divisible by 2. Hence, √5 is an irrational number.
Question 2: Determine whether 4.152152…. is a rational number.
Answer:
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, 4.152152…. has recurring digits. Hence, 4.152152…. is a rational number.
Question 3: Is √11 a rational number or an irrational number?
Answer:
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, √11 cannot be expressed in the form of p/q. Alternatively, 11 is a prime number. This means that the number 11 has no pair and is not divisible by 2. Hence, √11 is a irrational number.
Question 4: Determine whether 7.23 is a rational number.
Answer:
A rational number is a sort of real number that has the form p/q where q≠0. When a rational number is split, the result is a decimal number, which can be either a terminating or a recurring decimal. Here, the given number, 7.23…. has terminating digits. Hence, 7.23 is a rational number.
Related Articles:
Irrational Numbers: Definition, Examples, Symbol, Properties
What are Irrational Numbers?
Is 12/4 a rational number?
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Start the challenge right away! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero/Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3/Prove that √2 is an irrational number./Is the square root of 12 an irrational number?/Is √4 a rational or irrational number? | https://www.geeksforgeeks.org/is-%e2%88%9a4-a-rational-or-irrational-number?ref=asr10 | Mathematics | Is √4 a rational or irrational number? | Is √4 a rational or irrational number?, Prove that √2 is an irrational number., Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3, Mathematics, Maths, CBSE Class 12 Maths Term 1 2021 Answer Key, Is the square root of 12 an irrational number?, If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero | GeeksforGeeks | 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25 Dec, 2023 | Is the real number 1.21 rational or irrational?
25 Dec, 2023
The set of rational and irrational numbers is termed Real numbers. They can be both positive or negative and are represented by the sign “R.” This set includes all natural numbers, decimals, and fractions. This module includes all natural numbers, decimals, and fractions. In the number system, real numbers are essentially the combination of rational and irrational numbers. In general, all arithmetic operations may be performed on these numbers, and they can also be represented on a number line. Any number that can be represented as a fraction p/q is termed as a rational number. In this fraction the numerator value is written as ‘p,’ while the denominator value is represented as ‘q,’ where ‘q’ is not equal to zero. Natural numbers, whole numbers, a decimal, or an integer all are part of rational numbers.
Examples: 1/2, -2/3, 0.5, and 0.333 are all rational numbers.
Irrational numbers are real numbers that cannot be represented as a fraction p/q, where ‘p’ and ‘q’ are integers, and the denominator ‘q’ is greater than zero (q≠0).
Examples: (pi) is an irrational number π = 3.14159265… The decimal number, in this case, never ends at any point. Therefore numbers like √2, √-7, and so on are irrational numbers.
Is the real number 1.21 rational or irrational?
Solution:
Any number that can be represented as a fraction p/q is termed as a rational number. when the number is simplified it gives the result in decimals which is either terminating or recurring after decimal.
So, here given number real number 1.21 is rational number as it is terminating after decimal.
Sample Questions
Question 1: Determine whether -55 is a rational number.
Solution:
Any number that can be represented as a fraction p/q is termed as a rational number. when the number is simplified it gives the result in decimals which is either terminating or recurring after decimal.
So, here given number -55 is rational number as it is terminating after decimal.
Question 2: Is 23.25 a rational number or an irrational number?
Solution:
Any number that can be represented as a fraction p/q is termed as a rational number. when the number is simplified it gives the result in decimals which is either terminating or recurring after decimal.
So, here given number 23.25 is rational number as it is terminating after decimal.
Question 3: Determine whether 2/51 is a rational number or an irrational number.
Solution:
Any number that can be represented as a fraction p/q is termed as a rational number. when the number is simplified it gives the result in decimals which is either terminating or recurring after decimal.
So, here given number 2/51 is in fraction form and rational number can be expressed as a fraction, Therefore,
2/51 is a rational number.
Question 4: Is 7.656545 is a rational number?
Solution:
Any number that can be represented as a fraction p/q is termed as a rational number. when the number is simplified it gives the result in decimals which is either terminating or recurring after decimal.
Irrational numbers are real numbers that cannot be represented as a fraction p/q, where ‘p’ and ‘q’ are integers and the denominator ‘q’ is greater than zero (q≠0). So, here given number 7.656545 is a rational number, as it is terminating after decimal at ending point.
Question 5: Is 0.23224554… a rational number?
Solution:
Any number that can be represented as a fraction p/q is termed as a rational number. when the number is simplified it gives the result in decimals which is either terminating or recurring after decimal.
Irrational numbers are real numbers that cannot be represented as a fraction p/q, where ‘p’ and ‘q’ are integers and the denominator ‘q’ is greater than zero (q≠0). So, here given number 0.23224554…. is not a rational number, its a irrational number as it is non terminating or non recurring after decimal.
Question 6: Is Real number 2.8899898 a rational number?
Solution:
Any number that can be represented as a fraction p/q is termed as a rational number. when the number is simplified it gives the result in decimals which is either terminating or recurring after decimal. Irrational numbers are real numbers that cannot be represented as a fraction p/q, where ‘p’ and ‘q’ are integers and the denominator ‘q’ is greater than zero (q≠0).
So, here given number 2.8899898 is a rational number as it is terminating after decimal at ending point.
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Start the challenge right away! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero/Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3/Prove that √2 is an irrational number./Is the square root of 12 an irrational number?/Is √4 a rational or irrational number?/Is the real number 1.21 rational or irrational? | https://www.geeksforgeeks.org/is-the-real-number-1-21-rational-or-irrational?ref=asr10 | Mathematics | Is the real number 1.21 rational or irrational? | Is √4 a rational or irrational number?, Prove that √2 is an irrational number., Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3, Mathematics, Maths, CBSE Class 12 Maths Term 1 2021 Answer Key, Is the square root of 12 an irrational number?, Is the real number 1.21 rational or irrational?, If m times the mth 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29 Aug, 2024 | Is 37.5 a rational or irrational number?
29 Aug, 2024
Number System
A number system in mathematics is a system used to represent numbers on different bases. In real life, we use the number system of base 10 and in this number system, there are different types of numbers or it can be said the numbers are categorized based on their different properties. Rational and irrational numbers are different numbers in the number system, let’s learn about these terms in detail,
Rational numbers
Rational numbers are of the type p/q, where p and q are integers and q ≠ 0. Most people have difficulty distinguishing between fractions and rational numbers due to the underlying structure of numbers, the p/q form. When a rational number is divided, the result is in decimal form, which can be either ended or repeated. 3, 4, 5, and so on are instances of rational numbers since they can be written in fraction form as 3/1, 4/1, and 5/1. Below are some examples,
The number 5 is expressed as 5/1, where 5 and 1 are both integers.
0.6 can be written as 3/5, 6/10, or 60/100, as well as in all termination decimal forms.
√49 is a rational number since it can be reduced to 7 and expressed as 7/1.
0.66666 is a rational number with repeating decimals.
Irrational Number
Irrational numbers are real numbers that can’t be written as a fraction, p/q, where p and q are integers. The denominator q does not equal zero (q ≠ 0). Furthermore, an irrational number’s decimal expansion is neither ending nor repeated. For example,
√2 and √3, etc. are irrational numbers.
4/0 is an irrational number having a zero denominator.
π is an irrational number with the value 3.142…and it generates a never-ending and non-repeating number as a result.
0.3131548525… is a irrational number since it is not repeating or ending.
Is 37.5 a rational number?
Solution:
Yes, 37.5 is a rational number.
Rational numbers are of the type p/q, where p and q are integers and q ≠ 0. Most people have difficulty distinguishing between fractions and rational numbers due to the underlying structure of numbers, p/q form. A rational number is a type of real number with the form p/q, where q≠0. When a rational number is divided, the outcome is a decimal number, which can be either ending or repeating.
Here’s how 37.5 qualifies as a rational number:
Expressing 37.5 as a Fraction:
37.5 can be written as 375/ 10 by multiplying both the numerator and the denominator by 10 to remove the decimal point.
Simplifying:
The fraction 375/10 can be simplified to 75/2 by dividing both the numerator and the denominator by 5.
Checking the Form:
Since 37.5 can be expressed in the form 𝑝/𝑞, where p=75 and q=2 are both integers and q ≠ 0, it fits the definition of a rational number.
Thus, 37.5 is indeed a rational number.
Here, Given 37.5 can be expressed as rational number in form of p/q. Therefore, 37.5 can be written as 375/10 or its showing 37.5 is terminating after decimal hence it is a rational number
Related Articles:
Understanding Rational and Irrational Numbers
Difference Between Terminating and Repeating Decimals
Introduction to Number Systems and Bases
Sample Questions
Question 1: How is 2 .57 a rational number?
Answer:
A rational number is a type of real number with the form p/q, where q≠0. When a rational number is divided, the outcome is a decimal number, which can be either ending or repeating.
Here, the given number, 2 .57 can be expressed in the form of p/q, and we can write 2.57 as 257/100. Hence, 2.57 is a rational number.
Question 2: Determine whether 5.22222… is a rational number.
Answer:
A rational number is a type of real number with the form p/q, where q≠0. When a rational number is divided, the outcome is a decimal number, which can be either ending or repeating.
Here, the given number, 5.22222… has recurring digits. Hence, 5.22222… is a rational number.
Question 3: Is 6.24 a rational number or an irrational number?
Answer:
A rational number is a type of real number with the form p/q, where q≠0. When a rational number is divided, the outcome is a decimal number, which can be either ending or repeating.
Here, the given number, 6.24 can be expressed in the form of p/q as 6.24 = 624/100 = 312/50 and has terminating digits. Hence, 6.24 is a rational number.
Question 4: Determine whether 8.25655848 is a rational number or an irrational number.
Answer:
A rational number is a type of real number with the form p/q, where q≠0. When a rational number is divided, the outcome is a decimal number, which can be either ending or repeating.
Here, the given number 8.25655848 is an irrational number as it has non terminating and non recurring digits.
Question 5: Is 7.89 a rational number or an irrational number?
Answer:
A rational number is a type of real number with the form p/q, where q≠0. When a rational number is divided, the outcome is a decimal number, which can be either ending or repeating. Here, the given number, 7.89 can be expressed in the form of p/q as,
7.89 = 789/100
Hence, 7.89 is a rational number.
Question 6: Determine whether 9.196196… is a rational number.
Answer:
A rational number is a type of real number with the form p/q, where q≠0. When a rational number is divided, the outcome is a decimal number, which can be either ending or repeating.
Here, the given number 9.196196 is an rational number as it has recurring digits after decimal.
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Start the challenge right away! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero/Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3/Prove that √2 is an irrational number./Is the square root of 12 an irrational number?/Is √4 a rational or irrational number?/Is 37.5 a rational or irrational number? | https://www.geeksforgeeks.org/is-37-5-a-rational-or-irrational-number?ref=asr9 | Mathematics | Is 37.5 a rational or irrational number? | Is √4 a rational or irrational number?, Prove that √2 is an irrational number., Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3, Mathematics, Maths, CBSE Class 12 Maths Term 1 2021 Answer Key, Is the square root of 12 an irrational number?, Is 37.5 a rational or irrational number?, If m times the mth term of an A.P. is equal to n 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28 Mar, 2025 | Number System and Base Conversions
28 Mar, 2025
Electronic and digital systems use various number systems such as Decimal, Binary, Hexadecimal and Octal, which are essential in computing.
Binary (base-2) is the foundation of digital systems.
Hexadecimal (base-16) and Octal (base-8) are commonly used to simplify the representation of binary data.
The Decimal system (base-10) is the standard system for everyday calculations.
Other number systems like Duodecimal (base-12), are less commonly used but have specific applications in certain fields.
Various Number Systems
What is Number System ?
A number system is a way to represent and express numbers using a consistent set of symbols or digits.
A number system uses a base (or radix) to represent values.
The base refers to the number of unique digits, including zero, that a system uses to represent numbers.
Most commonly used number systems are Decimal (base-10), Binary (base-2), Octal (base-8), and Hexadecimal (base-16).
Each system has its own set of rules for representing.
Digital systems primarily rely on the Binary system for data processing.
Types of Number System
There are four common types of number systems based on the radix or base of the number :
1. Decimal Number System
The Decimal system is a base-10 number system.
It uses ten digits: 0, 1, 2, 3, 4, 5, 6, 7, 8 and 9.
Each digit’s place value is a power of 10 (e.g., 100, 101, 102).
It is the standard system for everyday counting and calculations.
2. Binary Number System
The Binary system is a base-2 number system.
It uses two digits: 0 and 1.
Each digit’s place value is a power of 2 (e.g., 20, 21, 22).
The Binary system is the foundation for data representation in computers and digital electronics.
3. Octal Number System
The Octal system is a base-8 number system.
It uses eight digits: 0, 1, 2, 3, 4, 5, 6 and 7.
Each digit’s place value is a power of 8 (e.g., 80, 81, 82).
It is often used to simplify the representation of binary numbers by grouping them into sets of three bits.
4. Hexadecimal Number System
The Hexadecimal system is a base-16 number system.
It uses sixteen digits: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, A, B, C, D, E and F (where A = 10, B = 11, etc.).
Each digit’s place value is a power of 16 (e.g., 160, 161, 162).
Hexadecimal simplifies binary by representing every 4 bits as one digit (0-F).
Number System Conversion Methods
A number N in base or radix b can be written as:
(N)b = dn-1 dn-2 — — — — d1 d0 . d-1 d-2 — — — — d-m
In the above, dn-1 to d0 is the integer part, then follows a radix point and then d-1 to d-m is the fractional part.
dn-1 = Most significant bit (MSB) d-m = Least significant bit (LSB)
Base in Number System
1. Decimal to Binary Number System Conversion
For Integer Part:
Divide the decimal number by 2.
Record the remainder (0 or 1).
Continue dividing the quotient by 2 until the quotient is 0.
The binary equivalent is the remainders read from bottom to top.
For Fractional Part:
Multiply the fractional part by 2.
Record the integer part (0 or 1).
Take the fractional part of the result and repeat the multiplication.
Continue until the fractional part becomes 0 or reaches the desired precision.
The binary equivalent is the integer parts recorded in sequence.
Example: (10.25)10
Decimal to Binary Conversion
For Integer Part (10):
Divide 10 by 2 → Quotient = 5, Remainder = 0
Divide 5 by 2 → Quotient = 2, Remainder = 1
Divide 2 by 2 → Quotient = 1, Remainder = 0
Divide 1 by 2 → Quotient = 0, Remainder = 1
Reading the remainders from bottom to top gives 1010.
For Fractional Part (0.25):
Multiply 0.25 by 2 → Result = 0.5, Integer part = 0
Multiply 0.5 by 2 → Result = 1.0, Integer part = 1
The fractional part ends here as the result is now 0. Reading from top to bottom gives 01.
Thus, the binary equivalent of (10.25)10 is (1010.01)2.
2. Binary to Decimal Number System Conversion
For Integer Part:
Write down the binary number.
Multiply each digit by 2 raised to the power of its position, starting from 0 (rightmost digit).
Add up the results of these multiplications.
The sum is the decimal equivalent of the binary integer.
For Fractional Part:
Write down the binary fraction.
Multiply each digit by 2 raised to the negative power of its position, starting from -1 (first digit after the decimal point).
Add up the results of these multiplications.
The sum is the decimal equivalent of the binary fraction.
Example: (1010.01)2
1×23 + 0x22 + 1×21+ 0x20 + 0x2 -1 + 1×2 -2 = 8+0+2+0+0+0.25 = 10.25
Thus, (1010.01)2 = (10.25)10
3. Decimal to Octal Number System Conversion
For Integer Part:
Divide the decimal number by 8.
Record the remainder (0 to 7).
Continue dividing the quotient by 8 until the quotient is 0.
The octal equivalent is the remainders read from bottom to top.
For Fractional Part:
Multiply the fractional part by 8.
Record the integer part (0 to 7).
Take the fractional part of the result and repeat the multiplication.
Continue until the fractional part becomes 0 or reaches the desired precision.
The octal equivalent is the integer parts recorded in sequence.
Example: (10.25)10
For Integer Part (10):
Divide 10 by 8 → Quotient = 1, Remainder = 2
Divide 1 by 8 → Quotient = 0, Remainder = 1
Octal equivalent = 12 (write the remainder, read from bottom to top). So, the octal equivalent of the integer part 10 is 12.
For Fractional Part (0.25):
Multiply 0.25 by 8 → Result = 2.0, Integer part = 2
The fractional part ends here as the result is now 0. So, the octal equivalent of the fractional part 0.25 is 0.2.
The octal equivalent of (10.25)10 = (12.2)8
4. Octal to Decimal Number System Conversion
For Integer Part:
Write down the octal number.
Multiply each digit by 8 raised to the power of its position, starting from 0 (rightmost digit).
Add up the results of these multiplications.
The sum is the decimal equivalent of the octal integer.
For Fractional Part:
Write down the octal fraction.
Multiply each digit by 8 raised to the negative power of its position, starting from -1 (first digit after the decimal point).
Add up the results of these multiplications.
The sum is the decimal equivalent of the octal fraction.
Example: (12.2)8
1 x 81 + 2 x 80 +2 x 8-1 = 8+2+0.25 = 10.25
Thus, (12.2)8 = (10.25)10
5. Decimal to Hexadecimal Conversion
For Integer Part:
Divide the decimal number by 16.
Record the remainder (0-9 or A-F).
Continue dividing the quotient by 16 until the quotient is 0.
The hexadecimal equivalent is the remainders read from bottom to top.
For Fractional Part:
Multiply the fractional part by 16.
Record the integer part (0-9 or A-F).
Take the fractional part of the result and repeat the multiplication.
Continue until the fractional part becomes 0 or reaches the desired precision.
The hexadecimal equivalent is the integer parts recorded in sequence.
Example: (10.25)10
Integer part:
10 ÷ 16 = 0, Remainder = A (10 in decimal is A in hexadecimal)
Hexadecimal equivalent = A
Fractional part:
0.25 × 16 = 4, Integer part = 4
Hexadecimal equivalent = 0.4
Thus, (10.25)10 = (A.4)16
6. Hexadecimal to Decimal Conversion
For Integer Part:
Write down the hexadecimal number.
Multiply each digit by 16 raised to the power of its position, starting from 0 (rightmost digit).
Add up the results of these multiplications.
The sum is the decimal equivalent of the hexadecimal integer.
For Fractional Part:
Write down the hexadecimal fraction.
Multiply each digit by 16 raised to the negative power of its position, starting from -1 (first digit after the decimal point).
Add up the results of these multiplications.
The sum is the decimal equivalent of the hexadecimal fraction.
Example: (A.4)16
(A × 160) + (4 × 16-1) = (10 × 1) + (4 × 0.0625)
Thus, (A.4)16 = (10.25)10
7. Hexadecimal to Binary Number System Conversion
To convert from Hexadecimal to Binary:
Each hexadecimal digit (0-9 and A-F) is represented by a 4-bit binary number.
For each digit in the hexadecimal number, find its corresponding 4-bit binary equivalent and write them down sequentially.
Example: (3A)16
(3)16 = (0011)2
(A)16 = (1010)2
Thus, (3A)16 = (00111010)2
8. Binary to Hexadecimal Number System Conversion
To convert from Binary to Hexadecimal:
Start from the rightmost bit and divide the binary number into groups of 4 bits each.
If the number of bits isn’t a multiple of 4, pad the leftmost group with leading zeros.
Each 4-bit binary group corresponds to a single hexadecimal digit.
Replace each 4-bit binary group with the corresponding hexadecimal digit.
Example: (1111011011)2
0011 1101 1011 | | | 3 D B
Thus, (001111011011 )2 = (3DB)16
9. Binary to Octal Number System
To convert from binary to octal:
Starting from the rightmost bit, divide the binary number into groups of 3 bits.
If the number of bits is not a multiple of 3, add leading zeros to the leftmost group.
Each 3-bit binary group corresponds to a single octal digit.
The binary-to-octal conversion for each 3-bit group is as follows:
Octal
Binary Equivalent
0
000
1
001
2
010
3
011
4
100
5
101
6
110
7
111
Replace each 3-bit binary group with the corresponding octal digit.
Example: (111101101)2
111 101 101 | | |7 5 5
Thus, (111101101)2 = (755)8
10. Octal to Binary Number System Conversion
To convert from octal to binary:
Each octal digit (0-7) corresponds to a 3-bit binary number.
For each octal digit, replace it with its corresponding 3-bit binary equivalent.
Example: (153)8
Break the octal number into digits: 1, 5, 3
Convert each digit to binary:
1 in octal = 001 in binary
5 in octal = 101 in binary
3 in octal = 011 in binary
Thus, (153)8 = (001101011)2
Number System and Base Conversions – FAQs
What is number system and its conversion?
A number system is a method to represent numbers mathematically. It can use arithmetic operations to represent every number uniquely. To represent a number, we convert it requires a base or radix.
How to do base conversions?
For this, first take the number and then divide it by the given base. Then note down the remainder obtained after the division. Then, divide the quotient of the division obtained by the given base.
How to calculate number system?
There are 3 required steps to calculate the number system.
STEP 1 – Divide the number with the given base of another number.
STEP 2 – Note down the resulting remainder
STEP 3 – Divide the quotient
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30 Apr, 2021 | Connect a graph by M edges such that the graph does not contain any cycle and Bitwise AND of connected vertices is maximum
30 Apr, 2021
Given an array arr[] consisting of values of N vertices of an initially unconnected Graph and an integer M, the task is to connect some vertices of the graph with exactly M edges, forming only one connected component, such that no cycle can be formed and Bitwise AND of the connected vertices is maximum possible.
Examples:
Input: arr[] = {1, 2, 3, 4}, M = 2Output: 0Explanation:Following arrangement of M edges between the given vertices are:1->2->3 (1 & 2 & 3 = 0).2->3->4 (2 & 3 & 4 = 0).3->4->1 (3 & 4 & 1 = 0).1->2->4 (1 & 2 & 4 = 0).Therefore, the maximum Bitwise AND value among all the cases is 0.
Input: arr[] = {4, 5, 6}, M = 2Output: 4Explanation:Only possible way to add M edges is 4 -> 5 -> 6 (4 & 5 & 6 = 4).Therefore, the maximum Bitwise AND value possible is 4.
Approach: The idea to solve the given problem is to generate all possible combinations of connecting vertices using M edges and print the maximum Bitwise AND among all possible combinations.
The total number of ways for connecting N vertices is 2N and there should be (M + 1) vertices to make only one connected component. Follow the steps to solve the given problem:
Initialize two variables, say AND and ans as 0 to store the maximum Bitwise AND, and Bitwise AND of nodes of any possible connected component respectively.
Iterate over the range [1, 2N] using a variable, say i, and perform the following steps:
If i has (M + 1) set bits, then find the Bitwise AND of the position of set bits and store it in the variable, say ans.
If the value of AND exceeds ans, then update the value of AND as ans.
After completing the above steps, print the value of AND as the resultant maximum Bitwise AND.
Below is the implementation of the above approach:
C++
// C++ program for the above approach
#include <bits/stdc++.h>
using namespace std;
// Function to find the maximum Bitwise
// AND of connected components possible
// by connecting a graph using M edges
int maximumAND(int arr[], int n, int m)
{
// Stores total number of
// ways to connect the graph
int tot = 1 << n;
// Stores the maximum Bitwise AND
int mx = 0;
// Iterate over the range [0, 2^n]
for (int bm = 0; bm < tot; bm++) {
// Store the Bitwise AND of
// the connected vertices
int andans = 0;
// Store the count of the
// connected vertices
int count = 0;
// Check for all the bits
for (int i = 0; i < n; ++i) {
// If i-th bit is set
if ((bm >> i) & 1) {
// If the first vertex is added
if (count == 0) {
// Set andans equal to arr[i]
andans = arr[i];
}
else {
// Calculate Bitwise AND
// of arr[i] with andans
andans = andans & arr[i];
}
// Increase the count of
// connected vertices
count++;
}
}
// If number of connected vertices
// is (m + 1), no cycle is formed
if (count == (m + 1)) {
// Find the maximum Bitwise
// AND value possible
mx = max(mx, andans);
}
}
// Return the maximum
// Bitwise AND possible
return mx;
}
// Driver Code
int main()
{
int arr[] = { 1, 2, 3, 4 };
int N = sizeof(arr) / sizeof(arr[0]);
int M = 2;
cout << maximumAND(arr, N, M);
return 0;
}
Java
// Java program for the above approach
import java.util.*;
class GFG{
// Function to find the maximum Bitwise
// AND of connected components possible
// by connecting a graph using M edges
static int maximumAND(int arr[], int n, int m)
{
// Stores total number of
// ways to connect the graph
int tot = 1 << n;
// Stores the maximum Bitwise AND
int mx = 0;
// Iterate over the range [0, 2^n]
for(int bm = 0; bm < tot; bm++)
{
// Store the Bitwise AND of
// the connected vertices
int andans = 0;
// Store the count of the
// connected vertices
int count = 0;
// Check for all the bits
for(int i = 0; i < n; ++i)
{
// If i-th bit is set
if (((bm >> i) & 1) != 0)
{
// If the first vertex is added
if (count == 0)
{
// Set andans equal to arr[i]
andans = arr[i];
}
else
{
// Calculate Bitwise AND
// of arr[i] with andans
andans = andans & arr[i];
}
// Increase the count of
// connected vertices
count++;
}
}
// If number of connected vertices
// is (m + 1), no cycle is formed
if (count == (m + 1))
{
// Find the maximum Bitwise
// AND value possible
mx = Math.max(mx, andans);
}
}
// Return the maximum
// Bitwise AND possible
return mx;
}
// Driver Code
public static void main(String args[])
{
int arr[] = { 1, 2, 3, 4 };
int N = arr.length;
int M = 2;
System.out.println(maximumAND(arr, N, M));
}
}
// This code is contributed by souravghosh0416
Python3
# Python3 program for the above approach
# Function to find the maximum Bitwise
# AND of connected components possible
# by connecting a graph using M edges
def maximumAND(arr, n, m):
# Stores total number of
# ways to connect the graph
tot = 1 << n
# Stores the maximum Bitwise AND
mx = 0
# Iterate over the range [0, 2^n]
for bm in range(tot):
# Store the Bitwise AND of
# the connected vertices
andans = 0
# Store the count of the
# connected vertices
count = 0
# Check for all the bits
for i in range(n):
# If i-th bit is set
if ((bm >> i) & 1):
# If the first vertex is added
if (count == 0):
# Set andans equal to arr[i]
andans = arr[i]
else:
# Calculate Bitwise AND
# of arr[i] with andans
andans = andans & arr[i]
# Increase the count of
# connected vertices
count += 1
# If number of connected vertices
# is (m + 1), no cycle is formed
if (count == (m + 1)):
# Find the maximum Bitwise
# AND value possible
mx = max(mx, andans)
# Return the maximum
# Bitwise AND possible
return mx
# Driver Code
if __name__ == '__main__':
arr = [1, 2, 3, 4]
N = len(arr)
M = 2
print (maximumAND(arr, N, M))
# This code is contributed by mohit kumar 29.
C#
// C# program for the above approach
using System;
class GFG{
// Function to find the maximum Bitwise
// AND of connected components possible
// by connecting a graph using M edges
static int maximumAND(int[] arr, int n, int m)
{
// Stores total number of
// ways to connect the graph
int tot = 1 << n;
// Stores the maximum Bitwise AND
int mx = 0;
// Iterate over the range [0, 2^n]
for(int bm = 0; bm < tot; bm++)
{
// Store the Bitwise AND of
// the connected vertices
int andans = 0;
// Store the count of the
// connected vertices
int count = 0;
// Check for all the bits
for(int i = 0; i < n; ++i)
{
// If i-th bit is set
if (((bm >> i) & 1) != 0 )
{
// If the first vertex is added
if (count == 0)
{
// Set andans equal to arr[i]
andans = arr[i];
}
else
{
// Calculate Bitwise AND
// of arr[i] with andans
andans = andans & arr[i];
}
// Increase the count of
// connected vertices
count++;
}
}
// If number of connected vertices
// is (m + 1), no cycle is formed
if (count == (m + 1))
{
// Find the maximum Bitwise
// AND value possible
mx = Math.Max(mx, andans);
}
}
// Return the maximum
// Bitwise AND possible
return mx;
}
// Driver Code
static public void Main ()
{
int[] arr = { 1, 2, 3, 4 };
int N = arr.Length;
int M = 2;
Console.WriteLine(maximumAND(arr, N, M));
}
}
// This code is contributed by avanitrachhadiya2155
Javascript
<script>
// JavaScript program for the above approach
// Function to find the maximum Bitwise
// AND of connected components possible
// by connecting a graph using M edges
function maximumAND(arr, n, m)
{
// Stores total number of
// ways to connect the graph
let tot = 1 << n;
// Stores the maximum Bitwise AND
let mx = 0;
// Iterate over the range [0, 2^n]
for(let bm = 0; bm < tot; bm++)
{
// Store the Bitwise AND of
// the connected vertices
let andans = 0;
// Store the count of the
// connected vertices
let count = 0;
// Check for all the bits
for(let i = 0; i < n; ++i)
{
// If i-th bit is set
if (((bm >> i) & 1) != 0)
{
// If the first vertex is added
if (count == 0)
{
// Set andans equal to arr[i]
andans = arr[i];
}
else
{
// Calculate Bitwise AND
// of arr[i] with andans
andans = andans & arr[i];
}
// Increase the count of
// connected vertices
count++;
}
}
// If number of connected vertices
// is (m + 1), no cycle is formed
if (count == (m + 1))
{
// Find the maximum Bitwise
// AND value possible
mx = Math.max(mx, andans);
}
}
// Return the maximum
// Bitwise AND possible
return mx;
}
// Driver Code
let arr = [ 1, 2, 3, 4 ];
let N = arr.length;
let M = 2;
document.write(maximumAND(arr, N, M));
</script>
Output:
0
Time Complexity: O((2N)*N)Auxiliary Space: O(N)
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Start today! | Mathematics/Maths/CBSE Class 12 Maths Term 1 2021 Answer Key/If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero/Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3/Prove that √2 is an irrational number./Is the square root of 12 an irrational number?/Is √4 a rational or irrational number?/Is 37.5 a rational or irrational number?/Number System and Base Conversions/Add two integers of different base and represent sum in smaller base of the two/Count of integers up to N which represent a Binary number/Count of ways to represent N as sum of a prime number and twice of a square/Count ways to represent an integer as an exponent/Represent Integer as sum of exactly X Powers of three. The powers can repeat/Express 2^N in exactly N+1 powers of 2/Minimum cost to form a number X by adding up powers of 2/Minimum cost to convert all elements of a K-size subarray to 0 from given Ternary Array with subarray sum as cost/Minimize cost to convert all 0s to 1s with cost of converting 0s group be X and that of 1 be X/3/Minimize cost to convert all occurrences of each distinct character to lowercase or uppercase/Check if lowercase and uppercase characters are in same order/Number of substrings having an equal number of lowercase and uppercase letters/Count Strings that does not contain any alphabet’s both uppercase and lowercase/Count of subarray that does not contain any subarray with sum 0/Connect a graph by M edges such that the graph does not contain any cycle and Bitwise AND of connected vertices is maximum | https://www.geeksforgeeks.org/connect-a-graph-by-m-edges-such-that-the-graph-does-not-contain-any-cycle-and-bitwise-and-of-connected-vertices-is-maximum?ref=asr10 | Mathematics | Connect a graph by M edges such that the graph does not contain any cycle and Bitwise AND of connected vertices is maximum | Count of subarray that does not contain any subarray with sum 0, Is √4 a rational or irrational number?, Count of ways to represent N as sum of a prime number and twice of a square, Minimum cost to form a number X by adding up powers of 2, Check if lowercase and uppercase characters are in same order, Count of integers up to N which represent a Binary number, Prove that the square of any natural number is either a multiple of 3 or one more than a multiple of 3, Minimum cost to convert all elements of a K-size subarray to 0 from given Ternary Array with subarray sum as cost, Minimize cost to convert all 0s to 1s with cost of converting 0s group be X and that of 1 be X, Is 37.5 a rational or irrational number?, Add two integers of different base and represent sum in smaller base of the two, If m times the mth term of an A.P. is equal to n times the nth term, prove that (m+n)th term of A.P is zero, Connect a graph by M edges such that the graph does not contain any cycle and Bitwise AND of connected vertices is maximum, Count ways to represent an integer as an exponent, Express 2^N in exactly N+1 powers of 2, CBSE Class 12 Maths Term 1 2021 Answer Key, Is the square root of 12 an irrational number?, Number of substrings having an equal number of lowercase and uppercase letters, Minimize cost to convert all occurrences of each distinct character to lowercase or uppercase, Represent Integer as sum of exactly X Powers of three. 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29 Mar, 2023 | Introduction to Programming Languages
29 Mar, 2023
Introduction:
A programming language is a set of instructions and syntax used to create software programs. Some of the key features of programming languages include:
Syntax: The specific rules and structure used to write code in a programming language.
Data Types: The type of values that can be stored in a program, such as numbers, strings, and booleans.
Variables: Named memory locations that can store values.
Operators: Symbols used to perform operations on values, such as addition, subtraction, and comparison.
Control Structures: Statements used to control the flow of a program, such as if-else statements, loops, and function calls.
Libraries and Frameworks: Collections of pre-written code that can be used to perform common tasks and speed up development.
Paradigms: The programming style or philosophy used in the language, such as procedural, object-oriented, or functional.
Examples of popular programming languages include Python, Java, C++, JavaScript, and Ruby. Each language has its own strengths and weaknesses and is suited for different types of projects.
A programming language is a formal language that specifies a set of instructions for a computer to perform specific tasks. It’s used to write software programs and applications, and to control and manipulate computer systems. There are many different programming languages, each with its own syntax, structure, and set of commands. Some of the most commonly used programming languages include Java, Python, C++, JavaScript, and C#. The choice of programming language depends on the specific requirements of a project, including the platform being used, the intended audience, and the desired outcome. Programming languages continue to evolve and change over time, with new languages being developed and older ones being updated to meet changing needs.
Are you aiming to become a software engineer one day? Do you also want to develop a mobile application that people all over the world would love to use? Are you passionate enough to take the big step to enter the world of programming? Then you are in the right place because through this article you will get a brief introduction to programming. Now before we understand what programming is, you must know what is a computer. A computer is a device that can accept human instruction, processes it, and responds to it or a computer is a computational device that is used to process the data under the control of a computer program. Program is a sequence of instruction along with data.
The basic components of a computer are:
Input unit
Central Processing Unit(CPU)
Output unit
The CPU is further divided into three parts-
Memory unit
Control unit
Arithmetic Logic unit
Most of us have heard that CPU is called the brain of our computer because it accepts data, provides temporary memory space to it until it is stored(saved) on the hard disk, performs logical operations on it and hence processes(here also means converts) data into information. We all know that a computer consists of hardware and software. Software is a set of programs that performs multiple tasks together. An operating system is also software (system software) that helps humans to interact with the computer system. A program is a set of instructions given to a computer to perform a specific operation. or computer is a computational device that is used to process the data under the control of a computer program. While executing the program, raw data is processed into the desired output format. These computer programs are written in a programming language which are high-level languages. High level languages are nearly human languages that are more complex than the computer understandable language which are called machine language, or low level language. So after knowing the basics, we are ready to create a very simple and basic program. Like we have different languages to communicate with each other, likewise, we have different languages like C, C++, C#, Java, python, etc to communicate with the computers. The computer only understands binary language (the language of 0’s and 1’s) also called machine-understandable language or low-level language but the programs we are going to write are in a high-level language which is almost similar to human language. The piece of code given below performs a basic task of printing “hello world! I am learning programming” on the console screen. We must know that keyboard, scanner, mouse, microphone, etc are various examples of input devices, and monitor(console screen), printer, speaker, etc are examples of output devices.
main()
{
clrscr();
printf(“hello world! I am learning to program");
getch();
}
At this stage, you might not be able to understand in-depth how this code prints something on the screen. The main() is a standard function that you will always include in any program that you are going to create from now onwards. Note that the execution of the program starts from the main() function. The clrscr() function is used to see only the current output on the screen while the printf() function helps us to print the desired output on the screen. Also, getch() is a function that accepts any character input from the keyboard. In simple words, we need to press any key to continue(some people may say that getch() helps in holding the screen to see the output). Between high-level language and machine language, there are assembly languages also called symbolic machine code. Assembly languages are particularly computer architecture specific. Utility program (Assembler) is used to convert assembly code into executable machine code. High Level Programming Language is portable but requires Interpretation or compiling to convert it into a machine language that is computer understood. Hierarchy of Computer language –
There have been many programming languages some of them are listed below:
C
Python
C++
C#
R
Ruby
COBOL
ADA
Java
Fortran
BASIC
Altair BASIC
True BASIC
Visual BASIC
GW BASIC
QBASIC
PureBASIC
PASCAL
Turbo Pascal
GO
ALGOL
LISP
SCALA
Swift
Rust
Prolog
Reia
Racket
Scheme
Simula
Perl
PHP
Java Script
CoffeeScript
VisualFoxPro
Babel
Logo
Lua
Smalltalk
Matlab
F
F#
Dart
Datalog
dbase
Haskell
dylan
Julia
ksh
metro
Mumps
Nim
OCaml
pick
TCL
D
CPL
Curry
ActionScript
Erlang
Clojure
DarkBASCIC
Assembly
Most Popular Programming Languages –
C
Python
C++
Java
SCALA
C#
R
Ruby
Go
Swift
JavaScript
Characteristics of a programming Language –
A programming language must be simple, easy to learn and use, have good readability, and be human recognizable.
Abstraction is a must-have Characteristics for a programming language in which the ability to define the complex structure and then its degree of usability comes.
A portable programming language is always preferred.
Programming language’s efficiency must be high so that it can be easily converted into a machine code and its execution consumes little space in memory.
A programming language should be well structured and documented so that it is suitable for application development.
Necessary tools for the development, debugging, testing, maintenance of a program must be provided by a programming language.
A programming language should provide a single environment known as Integrated Development Environment(IDE).
A programming language must be consistent in terms of syntax and semantics.
Basic Terminologies in Programming Languages:
Algorithm: A step-by-step procedure for solving a problem or performing a task.
Variable: A named storage location in memory that holds a value or data.
Data Type: A classification that specifies what type of data a variable can hold, such as integer, string, or boolean.
Function: A self-contained block of code that performs a specific task and can be called from other parts of the program.
Control Flow: The order in which statements are executed in a program, including loops and conditional statements.
Syntax: The set of rules that govern the structure and format of a programming language.
Comment: A piece of text in a program that is ignored by the compiler or interpreter, used to add notes or explanations to the code.
Debugging: The process of finding and fixing errors or bugs in a program.
IDE: Integrated Development Environment, a software application that provides a comprehensive development environment for coding, debugging, and testing.
Operator: A symbol or keyword that represents an action or operation to be performed on one or more values or variables, such as + (addition), – (subtraction), * (multiplication), and / (division).
Statement: A single line or instruction in a program that performs a specific action or operation.
Basic Example Of Most Popular Programming Languages:
Here the basic code for addition of two numbers are given in some popular languages (like C, C++,Java, Python, C#, JavaScript etc.).
C++
// C++ program for sum of 2 numbers
#include <iostream>
using namespace std;
int main()
{
int a, b, sum;
a = 10;
b = 15;
sum = a + b;
cout << "Sum of " << a << " and " << b
<< " is: " << sum; // perform addition operation
return 0;
}
// This code is contributed by Susobhan Akhuli
C
// C program for sum of 2 numbers
#include <stdio.h>
int main()
{
int a, b, sum;
a = 10;
b = 15;
sum = a + b;
printf("Sum of %d and %d is: %d", a, b,
sum); // perform addition operation
return 0;
}
// This code is contributed by Susobhan Akhuli
Python3
# Python program for sum of 2 numbers
a = 10
b = 15
add = a + b # perform addition operation
print(f"Sum of {a} and {b} is: {add} ")
# This code is contributed by Susobhan Akhuli
Java
// Java program for sum of 2 numbers
import java.io.*;
class GFG {
public static void main(String[] args)
{
int a, b, sum;
a = 10;
b = 15;
sum = a + b;
System.out.println(
"Sum of " + a + " and " + b
+ " is: " + sum); // perform addition operation
}
}
// This code is contributed by Susobhan Akhuli
C#
// C# program for sum of 2 numbers
using System;
class GFG {
public static void Main()
{
int a, b, sum;
a = 10;
b = 15;
sum = a + b;
Console.Write("Sum of " + a + " and " + b + " is: "
+ sum); // perform addition operation
}
}
// This code is contributed by Susobhan Akhuli
Javascript
<script>
// Javascript program for sum of 2 numbers
let a = 10;
let b = 15;
let sum = a+b; //perform addition operation
document.write("Sum of " + a + " and " + b
+ " is: " + sum);
// This code is contributed by Susobhan Akhuli
</script>
PHP
<?php
// PHP program for sum of 2 numbers
$a = 10;
$b = 15;
$sum = $a+$b; //perform addition operation
echo "Sum of $a and $b is: $sum";
//This code is contributed by Susobhan Akhuli
?>
Scala
// Scala program for sum of 2 numbers
object Main {
def main(args: Array[String]) {
val a = 10;
val b = 15;
val sum = a + b; //perform addition operation
println("Sum of " + a + " and " + b
+ " is: " + sum);
}
}
//This code is contributed by Susobhan Akhuli
HTML
<html>
<head>
<script>
// HTML program for sum of 2 numbers
a = 10;
b = 15;
sum = a + b; //perform addition operation
document.write(Sum of " + a + " and " + b + " is: " + sum);
//This code is contributed by Susobhan Akhuli
</script>
</head>
</html>
Cobol
*> Cobol program for sum of 2 numbers
IDENTIFICATION DIVISION.
PROGRAM-ID. SUMOFTWONUMBERS.
DATA DIVISION.
WORKING-STORAGE SECTION.
77 B PIC 99.
77 A PIC 99.
77 SU PIC 99.
PROCEDURE DIVISION.
SET A TO 10.
SET B TO 15.
ADD A B GIVING SU.
DISPLAY "Sum of " A " and " B " is: "SU.
STOP RUN.
*> This code is contributed by Susobhan Akhuli
Dart
// Dart program for sum of 2 numbers
void main() {
var a = 10;
var b = 15;
var sum = a+b; // perform addition operation
print("Sum of ${a} and ${b} is: ${sum}");
}
// This code is contributed by Susobhan Akhuli
Go
// Go program for sum of 2 numbers
package main
import "fmt"
// Main function
func main() {
a:= 10
b:= 15
su:= a + b // perform addition operation
fmt.Printf("Sum of %d and %d is: %d", a, b, su)
}
// This code is contributed by Susobhan Akhuli
Julia
# Julia program for sum of 2 numbers
a = 10
b = 15
su = a + b # perform addition operation
println("Sum of ", a, " and ", b, " is: ", su)
# This code is contributed by Susobhan Akhuli
Kotlin
// Kotlin program for sum of 2 numbers
fun main(args: Array<String>) {
val a = 100
val b = 200
val sum = a + b // perform addition operation
println("Sum of $a and $b is: $sum")
}
// This code is contributed by Susobhan Akhuli
Perl
# Perl program for sum of 2 numbers
$a = 10;
$b = 15;
$sum = $a + $b; # perform addition operation
print("Sum of $a and $b is: $sum");
# This code is contributed by Susobhan Akhuli
Swift
// Swift program for sum of 2 numbers
import Swift
var a = 10;
var b = 15;
var su = a+b; // perform addition operation
print("Sum of", a, "and", b, "is:", su);
// This code is contributed by Susobhan Akhuli
Output
Sum of 10 and 15 is: 25
Advantages of programming languages:
Increased Productivity: Programming languages provide a set of abstractions that allow developers to write code more quickly and efficiently.
Portability: Programs written in a high-level programming language can run on many different operating systems and platforms.
Readability: Well-designed programming languages can make code more readable and easier to understand for both the original author and other developers.
Large Community: Many programming languages have large communities of users and developers, which can provide support, libraries, and tools.
Disadvantages of programming languages:
Complexity: Some programming languages can be complex and difficult to learn, especially for beginners.
Performance: Programs written in high-level programming languages can run slower than programs written in lower-level languages.
Limited Functionality: Some programming languages may not have built-in support for certain types of tasks or may require additional libraries to perform certain functions.
Fragmentation: There are many different programming languages, which can lead to fragmentation and make it difficult to share code and collaborate with other developers.
Tips for learning new programming language:
Start with the fundamentals: Begin by learning the basics of the language, such as syntax, data types, variables, and simple statements. This will give you a strong foundation to build upon.
Code daily: Like any skill, the only way to get good at programming is by practicing regularly. Try to write code every day, even if it’s just a few lines.
Work on projects: One of the best ways to learn a new language is to work on a project that interests you. It could be a simple game, a web application, or anything that allows you to apply what you’ve learned that is the most important part.
Read the documentation: Every programming language has documentation that explains its features, syntax, and best practices. Make sure to read it thoroughly to get a better understanding of the language.
Join online communities: There are many online communities dedicated to programming languages, where you can ask questions, share your code, and get feedback. Joining these communities can help you learn faster and make connections with other developers.
Learn from others: Find a mentor or someone who is experienced in the language you’re trying to learn. Ask them questions, review their code, and try to understand how they solve problems.
Practice debugging: Debugging is an essential skill for any programmer, and you’ll need to do a lot of it when learning a new language. Make sure to practice identifying and fixing errors in your code.
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Start the challenge right away! | Languages/Introduction to Programming Languages | https://www.geeksforgeeks.org/introduction-to-programming-languages/?ref=outindfooter | Languages | Introduction to Programming Languages | Languages, Introduction to Programming Languages | GeeksforGeeks | [-0.0306175221, 0.00983781461, -0.0154653089, 0.0344735496, -0.012218995, 0.0127463145, 0.00842476171, 0.0253937561, 0.0057263663, 0.0275524743, 0.0202853438, -0.0301396381, 0.0304197762, -0.0523694754, -0.00540091097, 0.0121695586, 0.000303827, 0.0114856903, -0.0144930622, -0.0103074592, -0.0104557686, -0.0132818744, -0.0477224663, 0.00719709508, -0.0180112757, 0.0221804, 0.0150862979, 0.0227736346, -0.0258551612, -0.0143612325, 0.00677276729, 0.0123343458, 0.0209939294, -0.0575108454, -0.00748135336, 0.00614657439, 0.000438489282, -0.0531604551, -0.0263165664, 0.0183078926, 0.0147155253, 0.025294885, 0.0124002611, -0.027008675, 0.00889852643, -0.00566869089, 0.00375097594, -0.0327597596, 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22 Sep, 2019 | 5 Most Difficult Programming Languages of the World
22 Sep, 2019
You might have written your first code in programming languages such as C/C++ or Java and might have faced difficulty learning these languages. Well, these languages are at least readable or understandable but what if we say to write a program printing ‘Hello World!‘ using spaces, tabs, and linefeeds only. We are not joking and actually there are some programming languages in the world where you need to write your code using some commands or syntax which is neither readable nor understandable. They are also considered as the most difficult programming languages in the world and maybe you will get to know about these languages for the first time so let’s discuss these languages one by one.
1. Brainfuck
As the name suggests, this language is really complicated and coding in this language is really difficult. It was created in 1993 by Urban Muller and the main purpose to create this language was to write minimal lines of code. This language operates in an array of memory cells and there are only 8 commands defined in this language to write any program.
Example: Hello World! Program
++++++++++[>+++++++>++++++++++>+++>+<<<<-]>++.>+.+++++++..+++.>++.<<+++++++++++++++.>.+++.------.--------.>+.>.
Check the output of this code from here.
2. Cow
We know that the name of this language sounds a funny name for you but it is actually a programming language and it was created by Sean Heber in 2003. This language consists of 12 instructions and the funniest thing about this language is the keyword ‘moo’ (sound of a cow) or it’s variations used in this language. Writing any other character or word considered as a comment in this language. It was based on the language used in Turing Machine.
Example: Hello World! Program
MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO Moo MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO Moo MoO MoO MoO MoO MoO MoO MoO Moo Moo MoO MoO MoO Moo OOO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO Moo MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO Moo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOo MOoMOo MOo MOo MOo MOo Moo MOo MOo MOo MOo MOo MOo MOo MOo Moo MoO MoO MoO Moo MOo MOo MOo MOo MOo MOo Moo MOo MOo MOo MOo MOo MOo MOo MOo MooOOO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO MoO Moo
Check the output of this code from here.
3. Intercal
This language was created in 1972 by Don Woods and James M. Lyon and they both were students at Princeton University. This language doesn’t have any pronounceable acronym. Creators of this programming language included keywords like Read out, Ignore, Please, Forget, and likewise to make this language user-friendly. The funny thing about this language is that it expects 4 Please keyword in code to check programmers politeness. If it will be less the code won’t execute because it will consider the programmer is insufficiently polite. If it will be 5 or more than 5 then also it won’t execute because it will consider the programmer is overly polite.
Example: Hello World! Program
DO ,1 <- #13
PLEASE DO ,1 SUB #1 <- #238
DO ,1 SUB #2 <- #108
DO ,1 SUB #3 <- #112
DO ,1 SUB #4 <- #0
DO ,1 SUB #5 <- #64
DO ,1 SUB #6 <- #194
DO ,1 SUB #7 <- #48
PLEASE DO ,1 SUB #8 <- #22
DO ,1 SUB #9 <- #248
DO ,1 SUB #10 <- #168
DO ,1 SUB #11 <- #24
DO ,1 SUB #12 <- #16
DO ,1 SUB #13 <- #162
PLEASE READ OUT ,1
PLEASE GIVE UP
Check the output of this code from here.
4. Malbolge
This language was introduced by Ben Olmstead in 1998 and the amazing fact is that it took almost two years to write the first program so you can imagine the complexity of this language. Coding in this language looks like garbage or malfunction and it is said to be that Ben Olmstead has never written a single program in this language. Malbolge is a public domain esoteric programming language and considered as one of the hardest programming languages in the world.
Example: Hello World! Program
('&%:9]!~}|z2Vxwv-,POqponl$Hjihf|B@@>,=<M:9&7Y#VV2TSn.Oe*c;(I&%$#"mCBA?zxxv*Pb8`qo42mZF.{Iy*@dD'<;_?!\}}|z2VxSSQ
Check the output of this code from here.
5. Whitespace
This language was introduced by Edwin Brady and Chris Morris on 1st April 2003 (April fools day). The day it was introduced people thought it was a joke but it wasn’t actually. You are allowed to use only spaces, tabs, and linefeeds to write your code in this language. Any other character will be ignored by the interpreter.
Example: Hello World! Program. Don’t confuse as the source code only contains the whitespace and tabs. Check the output of this code from here.
Other Difficult Programming Languages:
Chef
Shakespeare
ArnoldC
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Start the challenge right away! | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World | https://www.geeksforgeeks.org/5-most-difficult-programming-languages-of-the-world?ref=asr10 | Languages | 5 Most Difficult Programming Languages of the World | 5 Most Difficult Programming Languages of the World, Languages, Introduction to Programming Languages | GeeksforGeeks | [-0.0255836751, -0.0294343326, -0.0176303592, 0.0218741447, 0.0399379544, 0.0194952041, 0.018356137, 0.022196712, 0.0017237229, 0.0529414751, 0.00184972596, -0.0126507143, 0.00793819781, -0.00685457047, -0.0296157766, 0.000600719941, -0.0082557248, -0.000166166632, -0.0138603449, -0.0352808759, 0.00813980214, -0.00522157, -0.0284867883, 0.00445043063, 0.0298173819, 0.0216120575, 0.000967074069, 0.0114310039, -0.0342728533, -0.0143038752, 0.0272166766, 0.0130035235, -0.00461171474, -0.013527696, 0.0273376405, -0.0102415346, 0.0107354671, -0.0116830105, -0.0294343326, 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29 Oct, 2020 | Top Dying Programming Languages in 2020
29 Oct, 2020
If you’re a 90’s kid, you must have heard about LOGO – Language for Graphics Oriented (right, Turtle Graphics!!) that was particularly designed for children to teach them programming. Similarly, you must be familiar with other renowned languages like ALGOL, BASIC, COBOL, and many more.
But do you know there is one thing common with all these languages that with the emergence of the technologies and the advent of various trending programming languages, these veteran languages have witnessed an unpredicted decline in their popularity & usage?
And if you’re assuming that these are the only languages who have experienced such situations then you must know that there have been a lot of programming languages that just came, rule, and fade away. So, the point is there is nothing wrong with these languages that made them disappear (in fact, Programming Languages never die, they become outdated!!), it’s just they get replaced by the better alternative that came in the market. Hence, it’s up to you to analyze the demand of the tech market and be aware of all the latest trends in the programming world to survive in the IT world. You need to know about the current and future scope of the languages and need to adapt to the changes accordingly to grow in your career.
Here, in this article, we’ve listed out 7 Programming Languages (based on various research parameters and standard resources) that are not worth learning in 2020 as these are going to die or fade away from the tech market in the future.
1. Objective-C
The first name that comes here in the list of top dying Programming Languages is – Objective-C. The language that came around 36 years ago is a general-purpose, object-oriented language that follows the Smalltalk-derived syntax and is primarily used to develop applications for Apple platforms such as macOS, iOS, etc. The language single-handedly ruled the particular domain until the arrival of its alternative language Swift in 2014. Swift is comparatively being more preferred than Objective-C by the developers due to various remarkable features such as robustness, better memory management, etc.
As per the reports, Objective-C has dropped by 10-12 positions from the list of top programming languages within the last few years and subsequently Swift climb the ranking list with rewarding points during the same period. However, the language has still some occupancy in the market and probably not going to fade away anytime soon, but if you’re looking forward to starting your journey particularly with the macOS or iOS domain, you’re recommended to go with Swift instead of Objective-C.
2. Haskell
Haskell is one of the oldest general-purpose, statically typed functional programming languages. The language was particularly designed for handling symbolic computations along with list processing applications and it is considered to be much relevant to research and industrial application domain. Moreover, due to several worthwhile features such as better reliability, shorter lead times, etc., the language is being preferred by various big tech companies such as Facebook, GitHub, IBM, etc. in the past.
However, if we take a look at the TIOBE popularity index, the language shows a consistent decline in its demand & usage in the last 8-10 years. There may be various reasons behind that such as difficult to learn, static-typing, etc. Hence, despite the major standard update of Haskell in 2020, you’re recommended to not majorly rely on Haskell and consider learning other trending languages as well such as Python, Go, etc. for better career opportunities. Though, learning Haskell along with the other programming languages would also be the best option as having an understanding of functional programming language is always appreciated.
3. Perl
Perl, introduced in 1987, is a general-purpose programming language that incorporates Perl 5 and the latest sister version i.e., Perl 6 (also termed as Raku). The language is used for a wide range of tasks such as web development, text manipulation, GUI development, network programming, and many more. The language has enjoyed a good run in the tech world around 2004 but after the advent of several other prominent programming languages especially Python, Perl, and even its latest sister version is finding it difficult to make a strong command over the market.
According to the TIOBE Index 2019 Reports, Perl was ranked in 19th position which was an all-time low for the language. However, the language is been doing quite well with the rankings in the current year but still, you’re recommended to diversify your programming language choice considering the average downward trend of Perl in the last few years.
4. Pascal
Let’s move to another programming language that is not worth learning in 2020 – Pascal. The language is a general-purpose, procedural programming language that was specifically developed for teaching programming practices in a structured manner. The journey of Pascal Language is in such a way that it was developed on the model of ALGOL 60 language and then led to the development of Object Pascal. In general, Object Pascal can be considered as an object-oriented derivative of Pascal language.
The language has indeed enjoyed its popularity and demand in the market due to various features such as easy to learn, extensive error checking, strongly-typed, etc. But when it comes to the growth and demand of Pascal in the current day scenario, you must know that old Pascal is almost dead and even the Object Pascal is on the verge of vanishing from the market as there is no buzz of the language among the developers.
5. Erlang
Erlang is a general-purpose, functional programming language that is primarily known for its support to concurrency, distribution, and fault tolerance. The language was initially used for huge telecommunication systems but then it expanded its implementation into various domains such as e-commerce, banking, and others. Though the language is still in utilization by some established organizations yet due to several factors such as steeper learning curve, availability of better alternatives like Elixir, Elm, etc. it is not being much preferred by the new developers and companies.
As per the reports, Erlang is experiencing a consistent decline in its popularity in the last few years. However, the jobs for Erlang Developers are still existed in the market and not going to disrupt anytime soon but if you’re having a long-term career vision for yourself then you should opt for any other trending and relevant language rather than going with Erlang.
6. CoffeeScript
Though the language, CoffeeScript, came into the existence in 2009 and is not that much old that it should be here in the list of top dying programming languages – yet it is!! It is a programming language that compiles to JavaScript with several additional features like list comprehension, destructuring assignment, etc. and provides better syntax & readability. The language became very popular in a very short span however that popularity doesn’t last long. As per Google Trends reports, CoffeeScript has witnessed a huge decline in the last 2-3 years in its popularity.
Several major reasons behind the decreasing demand for CoffeeScript are additional compilation process, prone to change, etc. Hence, if you’re currently working with the CoffeeScript or looking forward to starting your career with the language, you’re recommended to explore several other alternatives as well for better career opportunities in the long run.
7. VB.NET
Lastly, here comes one of the most renowned languages of its time – VB.NET!! The language is an object-oriented programming language developed by Microsoft and is implemented on the .NET Framework. Visual Basic was developed by Microsoft as a variant version of the BASIC and then Microsoft proposed VB.NET in 2002 as the successor of its initial Visual Basic language. Undoubtedly, VB.NET was the favorite child of the market for a longer period of time but it somehow gets on the weaker side against its competitor language C# which is also primarily built on the .NET framework.
As per the TIOBE Index reports, C# has taken over the VB.NET in terms of demand & popularity and VB.NET is losing its charm according to Google Trends results also. Meanwhile, due to its strong command over the programming world in the past, VB.NET still has some adequate occupancy in the market but if you’re just about to start your career or in the beginner stage, you’re recommended to prefer other options.
Again, you must take into account that the above-mentioned languages like Objective-C, Perl, etc. are not going to die or disrupt immediately in the upcoming times, but they’re not worth learning from scratch in the year 2020 as there are better and worthwhile alternatives available in the market. And, on top of that, this is not only about Programming Languages, you’re always required to stay updated with all the latest trends & technologies to do better in your career!!
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Start the challenge right away! | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020 | https://www.geeksforgeeks.org/top-dying-programming-languages-in-2020?ref=asr10 | Languages | Top Dying Programming Languages in 2020 | 5 Most Difficult Programming Languages of the World, Languages, Introduction to Programming Languages, Top Dying Programming Languages in 2020 | GeeksforGeeks | [-0.0279893391, -0.00743646361, -0.0198141541, 0.0433383323, 0.0161615852, 0.0226541273, 0.00354791549, 0.0129112117, 0.00601237267, 0.00920118764, 0.0237211697, -0.0318471082, 0.0247717965, -0.0350974835, -0.0107278787, 0.00293026213, -0.00624630135, 0.0010988483, -0.0174009968, -0.0132641559, -0.0151355844, -0.0315680355, -0.044782944, -0.0110151591, -0.0180083904, 0.0359511152, 0.0163339544, 0.0225228, -0.0309606418, -0.0237047542, 0.020897612, 0.00157080928, 0.0236719213, -0.0381180309, -0.0102518136, 0.0188291911, 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13 Jun, 2023 | Top 10 Programming Languages of 2015
13 Jun, 2023
Programming world is growing exponentially with each passing year. There are tons of programming languages one can learn. The question which comes to everyone’s mind is which language is most relevant given the current and future market needs. Let’s see which languages are popular enough today to deserve your attention.
Java:
There isn’t any doubt, Java is holding its position as the most popular language from long time. It is still the most preferred language for building the backends for modern applications. According to Forrester analyst and long-time Java watcher Jeffrey S. Hammond, “It’s a good ‘server side’ language for implementing infrastructure,Large companies are comfortable deploying it into their data centers via middleware, and using it to integrate to all sorts of devices, including mainframes.” Java is actually backed by some of the most influential software companies including IBM and Oracle. The fact that native Android apps for smartphones and tablets are coded in Java gives it a further edge over other languages.
Python:
Python has replaced C & Java in most schools as the first programming language to be taught in the introduction to programming classes mainly because of its simple and straightforward syntax. One of the prime reasons as to why python became so popular is the tons of frameworks available for literally anything ranging from web applications to text mining.
JavaScript:
JavaScript is the ultimate scripting language. Every browser supports JavaScript and with the power of node.js, even the backend can now be written using JavaScript. It has a strong open source community supporting it with tons of popular web frameworks & libraries. JavaScript also gave birth to JSON, a universally popular data exchange format.
PHP:
Even with so many new languages for server side scripting, PHP is still a very popular choice for server side code. The reasons for its popularity are: Easy to start with, supported by a great community and documentation, all modern CMS are built on PHP, it’s secure and has all features of any modern programming language.
C/C++/C#:
C/C++ are the ideal starting point for any programmer. It is the foundation on which every other language is basically based. It is not a very high level language which in fact is good. C is still the preferred language to build software for embedded systems and system kernels. C++ is the most used language to teach students the concepts of Object Oriented programming which gives its popularity a big boost. Last, but not the least, C# is the primary language used by developers working with Microsoft technologies including Azure cloud, .Net and Windows phone apps. The popular game development engine Unity also uses C# as primary language.
SQL:
Data is the core of every application. Data is stored in Database. SQL (Structured Query Language) is still the preferred language to interact with databases like Microsoft SQL server, Oracle or MySQL. SQL is never used in solo, it gets invoked through another server side programming language.It is also the preferred language to be taught in Database Management Systems class at most colleges around the world.
Ruby:
Ruby (also known as Ruby on Rails) is another popular programming language which is being used to create web apps. Ruby skills are high in demand these days especially in beginner companies. The reason for popularity of Ruby is ease of learning and its power.
Objective C:
Objective C is the main programming language which is used to develop iOS apps. With more than 1000 new apps coming to apple’s app store every day, Objective C will remain one of the most popular languages at least for next few years.
Perl:
Perl is a very powerful language with all key component which any cyber security tool needs. Perl is also used for Web Application development, desktop app development, system administration and test automation.
R:
As the popularity of big data analytics and data mining increasing exponentially, R has become one of the most popular language. From science to social media analytics ,R is making its own big way.
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Start the challenge right away! | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020/Top 10 Programming Languages of 2015 | https://www.geeksforgeeks.org/top-programming-languages-of-2015?ref=asr10 | Languages | Top 10 Programming Languages of 2015 | Languages, Top Dying Programming Languages in 2020, Top 10 Programming Languages of 2015, 5 Most Difficult Programming Languages of the World, Introduction to Programming Languages | GeeksforGeeks | [-0.0259361062, 0.0166574512, -0.0100508537, 0.0152723948, 0.0178218801, 0.015836224, 0.0219770502, 0.00869644, -0.00283752754, 0.0185818225, 0.00413678447, -0.0190598499, 0.0199546218, 0.00294477749, -0.013764767, 0.0190966222, 0.0145369666, -0.00831034, -0.026009649, -0.00237635267, -0.0203468502, -0.032309819, -0.0282404479, 0.00319298473, 0.00566586247, 0.0241220482, 0.0221854206, 0.00854322594, -0.0353741, -0.0246000774, 0.0176747944, 0.00768522592, 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07 Aug, 2024 | Top 10 Fastest Programming Languages
07 Aug, 2024
There are approximately 700 programming languages in the world. In simple words, a programming language is used to give instructions to the computer to perform the task which we require. Have you ever wondered which is the fastest of all the programming languages in terms of execution speed? In most cases, speed is not the only metric to choose which language is the best. Every language has its specialty and every language is designed for specific functionalities.
Even though some programming languages are slow they are easy to use and drastically reduce the development and labor costs and also reduce time. The speed of the programming language depends upon various factors like:
Compiler
Cross-Platform
Security
Statically typed and dynamically typed
Compiler: The compiled languages are always going to be faster than interpreted languages. The compiler compiles all of the code into executable machine code at once, whereas the interpreter scans the program line by line and converts it into machine code. So it delays the execution time for interpreters. The compiler while compiling converts the high-level language into intermediary code which saves up most of the time during execution. The computer executes the intermediary code much faster than interpreters.
Cross-Platform: In some object-oriented languages like Java and C#, the source code would undergo both compilation and interpretation. Because of cross-platform usage and conversion into byte code, speed will be compromised here, which makes the cross-platform languages slower than other languages.
Security: Some languages like C are found to have a lot of vulnerabilities. Again it boils down to the compiler’s job to check for these vulnerabilities. Studies show that still, some popular languages are susceptible to many major errors. For example, C suffers from buffer errors, PHP is vulnerable to Cross-site scripting, and Python to input validation. In order to tackle these errors, some compilers are designed with additional security features. So the source code goes through various layers of security checks which makes the compilation process a bit slow. So the fastest language in this list is not the best in terms of security but better than others in execution time.
Statically typed vs Dynamically typed: Statically typed means the variable type is known at the compile time. It checks for the correct assignment of variables. If a variable is initialized multiple times with different data types, the errors are shown at compile time. Dynamically typed means checking the variable type during run time. It notifies the error in run time. In statically typed languages, type checking occurs before execution at the compile time. Whereas in dynamically typed languages the type checking occurs during run-time along with execution. So it makes statically typed languages faster than dynamically typed languages.
There may be cases in which one language might be faster than the other language but for the majority of the cases, the below list is acceptable.
10. Pascal
Pascal is a procedural and high-level programming language. It runs on Windows, macOS, and UNIX/Linux. Even though Pascal is in 10th position among these languages, it is faster when compared with other programming languages which are not on this list. Since Pascal is a statically typed language, it makes it run faster but not faster than other languages on this list.
9. F#
F# is an open-source, cross-platform programming language. F# is a .NET language and it can be used for creating web applications, mobile applications, data science, and cloud. It is almost similar in speed to C# but the asynchronous code runs faster in C# than in F#. The compiler is native in C# and optimized code can be generated. But in F#, the compilers are not native. This is the reason why F# comes below C#.
8. C#
C# is a general-purpose multi-paradigm programming language. C# can be used for creating web applications, mobile applications, augmented reality/virtual reality (AR/VR) applications, and web services. C# has a garbage collector which is an efficient memory management technique but in the aspect of program execution, it takes more time when compared with C++. C# and Java are more or less of the same speed but the Java runtime is comparatively faster than C# in some cases. Though C# has many good features and functionality, it is a bit lower in the aspect of speed when compared with a few languages.
7. Java
Java is one of the widely used languages and it is very fast too. Despite using Java Virtual Machine, it is still faster than its counterparts like C#. It is not as fast as C or C++ because it is platform-independent. In java the source code is first converted into bytecode by the compiler, next java invokes the Java interpreter known as Java Virtual Machine. Then the class loader loads the byte code into the OS. Then the bytecode verifier of java checks the byte code for security issues. Then finally the execution engine converts the byte code into machine code. Since the languages like C# and java have to go through so many steps while compiling, they are comparatively slower than other languages in this list.
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6. Ada
Ada is a static, high level and object-oriented language. It supports concurrent programming and is more reliable. Even though it is very fast, it does not compromise the security aspect. Ada compilers can find the errors more efficiently. Some programmers say that programs written in Ada have fewer bugs and are executed faster. In order to achieve reliability, it compromises speed and that’s why it could not make it to the top of the list.
5. Julia
Julia is a high-level, high-performance dynamic programming language. Julia can be used to build applications and microservices. Julia supports multiple platforms. Other programs can integrate Julia. It is fast because of its design decisions and JIT compiler. The reason why it does not top the list is that it is a dynamic language.
4. Fortran
Fortran is a general-purpose language used for scientific calculations. It is known for its high performance and is used in ranking the fastest supercomputers. Fortran is widely used for numerical programming since it is faster. Since Fortran spends a lot of time reading and writing the data, it is slower than the three languages below on this list.
3. Rust
Rust is a high-level, multi-paradigm language designed for performance and safety. Rust is very fast because it has no runtime or garbage collector. It is not slower than C++ because it is inherently safer. The same safety cannot be achieved in C++ by the use of pointers but rust is safer by default. So it undergoes various safety checks while compiling. The checks are only run time and have zero performance on the language. The motto of being zero cost abstractions. As a result, it is a safer language that is not slower by nature. Therefore it is as fast as C++ and C.
2. C++
C++ is one of the most efficient and fastest languages. It is widely used by competitive programmers for its execution speed and Standard Template Libraries(STL). Even though C++ is more popular, it suffers from vulnerabilities like buffer error. C++ executes at more or less the same speed as its predecessor C. The only thing which makes C++ below C in speed is that it is safer and more complex than C, therefore the C++ code undergoes security checks by default which makes it slower than C.
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1. C
The special thing about C is, that there is nothing special. It is simple and very close to assembly language. In C, a lot of instructions are directly mapped to assembly instructions. But the extreme speed of the C language comes by compromising security. C is known to have the largest number of vulnerabilities among popular languages. It executes unsafe instructions without cross-checking. Like C++ it also suffers from buffer error. Though C has these disadvantages, it still tops the list because of its fast execution speed.
Start your journey of learning the fastest and most efficient language C with Geeksforgeeks C Programming Foundation – Self-Paced and ace the basics of the language by studying interesting topics such as input/output in C, flow control, operators, loops & more.
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Start the challenge right away! | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020/Top 10 Programming Languages of 2015/Top 10 Programming Languages for Blockchain Development/Top 10 Fastest Programming Languages | https://www.geeksforgeeks.org/top-10-fastest-programming-languages?ref=asr10 | Languages | Top 10 Fastest Programming Languages | Languages, Top Dying Programming Languages in 2020, Top 10 Fastest Programming Languages, Top 10 Programming Languages of 2015, 5 Most Difficult Programming Languages of the World, Top 10 Programming Languages for Blockchain Development, Introduction to Programming Languages | GeeksforGeeks | [-0.00262474967, 0.00086338172, -0.0184372663, 0.022659013, 0.00989688095, 0.00919787, -0.00294830161, 0.0102152424, -0.00863727741, 0.0292061791, -0.0105751287, -0.00143349054, 0.0429095514, -0.0400858261, -0.0269776508, 0.048750788, 0.0142570455, -0.0138487127, 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18 Oct, 2021 | 7 Myths About Full Stack Development That You Must Know
18 Oct, 2021
There aren’t enough developers out there with the skills for full-stack development anymore. Full-stack is not a one-size-fits-all solution. A full-stack developer is someone who works with both front-end and back-end code. A headless web application is a piece of software that doesn’t have a user interface. Those terms are often tossed around as buzzwords, but they can be useful to keep in mind as you talk about this industry. Every technology has its own set of myths, some of which are more damaging than others. For example, the myth that full-stack development is complex and hard is not only incorrect, but it’s also dangerous. It’s not as hard as you might think. It’s the same as any other coding role – you just need to learn a lot of different skills to do it correctly.
A lot of people think that they want to learn all of this on their own, but it’s usually too much for beginners. The best way to learn is by working with an expert who knows what he’s doing. Here are some of the most common myths we hear about full-stack development:
1. You Should Start with Front-End Skills
The fact that frontend skills are in high demand doesn’t mean you should use them as your starting point. As you gain experience, you should focus on areas where you lack knowledge and expertise, such as back-end or data management.
2. A Full-Stack Developer only Needs Technical Knowledge
It is wrong to assume that a full-stack developer only needs technical knowledge. There are other things to take into account as well, such as project management. Full-stack developers should have some knowledge of business aspects like marketing, sales, and operations. A full-stack developer should be able to write documentation for the product he/she is developing. In addition, a full-stack developer should have experience in handling all the stages of development from requirements gathering through deployment. They should also be familiar with different techniques and technologies used in each stage.
3. Full Stack Developers Should be Able to Write Code in any Language
The most popular one is that full-stack developers should be able to write code in any language they want or need to. There are some instances where this might be true, but it’s not the case for all languages. Many programmers don’t know how to write code in every language, so they go for the ones they think are easiest or most familiar to them. You should always be learning. Even if you’ve been working as a developer for five years, there’s always something new to learn. The more you know about programming, the more tools you’ll have at your disposal to build great products for your customers. You can’t outsmart yourself, and that means leveraging everything at your disposal to build the best product possible.
4. A Full Stack Developer Should be an Expert Coder/Programmer
A full-stack developer is a great, and very important, member of the team. But they’re not necessarily an expert coder or even a programmer. Full-stack developers can be responsible for coding the front end (the web pages and user interfaces), backend (database and server-side), and even marketing, design, and support. The most important thing they should be able to do is to code well. It’s true that many programming languages are becoming abstracted into what is known as “server-side” or “front end” languages that don’t require the user to know anything about programming whatsoever – but there’s still a lot of value in knowing how to code well.
5. All Full Stack Developers are the Same
Full-Stack developers are the most coveted of developers. In some ways, they’re also the most misunderstood. There’s a perception that all full-stack developers do the same things and have the same skillset. The reality is that there are many different ways to build a full-stack application, depending on the technical approach and the project requirements. This is not to say that one approach or method is better than another; it’s just that each choice has its own pros and cons.
6. Only Learning JavaScript Can Make You Full-Stack Developer
Front-end developers may use JavaScript as their primary programming language or as a secondary language, but it’s not the only one they use. They also use languages such as Python, PHP, and others to interact with back-end systems. A full-stack developer may write code in multiple languages or even develop an application in a different language altogether.
7. Coding is Everything
The ability to write code is not enough. A junior developer may be able to write some very basic code, but if they don’t have the ability to communicate with the customer through design documents, they won’t be able to deliver a product. If there is no documentation for the front-end or the back-end, how do you know what you are building?
Several other popular myths about Full Stack Development are Full Stack Developers should be experts in everything, Full-stack developers are more intelligent, Full stack developers should understand all the pieces of an app, etc. The myths about full-stack development are endless; there is no end. So, start with basics and never stop learning!
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Take the Three 90 Challenge today. | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020/Top 10 Programming Languages of 2015/Top 10 Programming Languages for Blockchain Development/Top 10 Fastest Programming Languages/Top 10 DevOps Programming Languages You Must Know/Top 10 Backend Technologies You Must Know/Top 10 Python Developer Skills That You Must Know in 2024/Top 10 Flutter Packages That You Must Know/Top 5 Features of Java 17 That You Must Know/Top 10 Python Frameworks That You Must Know in 2024/Top 7 Web Development Myths That You Must Know/Top 10 Advance Python Concepts That You Must Know/Top Data Science Trends You Must Know in 2024/Top 7 Database You Must Know For Software Development Projects/7 Myths About Full Stack Development That You Must Know | https://www.geeksforgeeks.org/7-myths-about-full-stack-development-that-you-must-know?ref=asr3 | Languages | 7 Myths About Full Stack Development That You Must Know | Languages, Top Dying Programming Languages in 2020, Top 10 Python Frameworks That You Must Know in 2024, Top Data Science Trends You Must Know in 2024, 7 Myths About Full Stack Development That You Must Know, Top 10 Fastest Programming Languages, Top 10 Programming Languages of 2015, Top 7 Web Development Myths That You Must Know, Top 10 Advance Python Concepts That You Must Know, Top 10 DevOps Programming Languages You Must Know, Top 10 Flutter Packages That You Must Know, Top 7 Database You Must Know For Software Development Projects, Top 10 Python Developer Skills That You Must Know in 2024, Top 5 Features of Java 17 That You Must Know, 5 Most Difficult Programming Languages of the World, Top 10 Programming Languages for Blockchain Development, Introduction to Programming Languages, Top 10 Backend Technologies You Must Know | GeeksforGeeks | [-0.00773284771, -0.000266509393, -0.0173565261, 0.0195342414, 0.0178520549, -0.0197820067, -0.00413048826, 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05 Apr, 2022 | 8 DevOps Best Practices That You Must Know
05 Apr, 2022
Developing software is a very tedious process. In a traditional company setup, the software development process is undertaken by two main teams i.e. the development team and the IT operations team. As expected, having two separate teams that work on a single project can cause internal frictions between the teams and hence slow down the overall deployment process, leading to delayed software release and reduced profits.
So what then can be an effective solution for it? Here’s when DevOps comes into play!
What is DevOps?
DevOps is an integrated process adopted by software development companies. This new approach involves the collaboration of both the Development Team and the Operations Team as one so that the whole software development process is streamlined as one, thus reducing delay and leading to increased profits.
Importance of DevOps
Why must companies follow DevOps over traditional team setup? Here are a few reasons:
A streamlined software development process leads to faster new product feature deployment
It takes far less time to market than the traditional way
The main feature of DevOps is that it increases the productivity of the whole team
DevOps leads to an increase in security and compliance
Collaboration of teams leads to shorter development cycles for products
Though DevOps seems like a dream come true for software development companies, integrating it into an existing system is not an easy task. Read on further to know what are the best ways to follow.
8 DevOps Best Practices To Follow
1. Have a Centralized Unit For DevOps
In large organizations, a centralized unit is often used for DevOps. This centralized unit is responsible for creating DevOps tools like Jenkins, Docker, Ansible, Puppet, etc. This unit has ownership of all the DevOps tools that are developed and uses agile for each of the teams involved.
Among all the different DevOps tools available, the centralized DevOps team is responsible for choosing the ones that are most relevant, beneficial, and important for the organization. This unit maintains these tools and provides guidance for developers to implement the processes involved.
2. Shift Left With CI/CD
The most important process of DevOps is Continuous Integration (CI) and Continuous Delivery (CD). In short, CI / CD processes enable software companies to develop and deliver software in very short cycles.
What does CI actually mean?
CI or Continuous Integration is a continuous process in which any code changes that are from different contributors are integrated into the Central Repository. This allows developers to continuously merge any of the code changes at any time.
Why is this process important?
It is always easier to find out if there are any errors or issues when the code size is smaller, compared to finding any defects in a large code.
It allows you to use some automated tools to detect if the code in the system is correct or not.
It allows faster deployment of processes.
What is CD?
CD or Continuous Delivery is a process that begins after Continuous Integration (CI). All the codes that are from CI are taken for production. This is a very important process for shifting the left. The CD process begins by developing, building, and testing the CI. The CD process is not as much adopted and implemented as the CI process but is crucial for a wholesome DevOps integration.
Why is Continuous Delivery (CD) Important?
It makes the process of developing software almost painless.
It makes the overall process low in risk.
Deployment of large and complex applications is made simpler.
All the activities become predictable.
Software development can be done on-demand.
Both Continuous Integration (CI) and Continuous Delivery (CD) are essential to make the life cycle of software development
3. Always Take A ‘Security First Approach’
In today’s world, security is very important, especially for software that can be hacked and breached. So it becomes mandatory that all the processes are constantly monitored in real-time to detect the presence of security issues.
Using a security-first approach will help detect any security threat and risk earlier so that a lot of consequences of delayed action can be prevented with low cost and loss of data. This also increases security.
4. Use the Right Tools
For a DevOps approach to be successful, the processes have to be automated. In order to effectively automate software development processes, DevOps tools are absolutely necessary.
There are so many DevOps tools available for different purposes, such as measuring different metrics, detecting security issues, etc. In order to save time and shorten the life cycle of software development, it is mandatory to use the right kind of tool.
Here are some of the DevOps tools that you could use:
Middleware is a Multi-cloud orchestration and management platform that helps DevOps deploy, manage and scale applications across any cloud infrastructure with just a click of a button.
Jira and Bugzilla help view the progress of the development and collaborate with other teams effectively.
5. Monitor the Right Metrics
In order to have DevOps be integrated into the organization effectively, it is important to monitor the right kind of metrics. These metrics are the ones that give information on the effectiveness of DevOps. The metric can range in different categories such as lead time, the severity of the issue, the average time it takes to detect an issue, and so on.
There are so many metrics and one can get confused with all the data presented. The most important thing to determine is the metrics that are important for achieving your organization’s goal and focusing on monitoring only them.
6. Switch To Microservices
Any work that is split into its smaller counterparts is much easier to finish than a single large chunk of work. The same principle is used in DevOps to make work easier using microservice architecture.
The traditional method of working involves combining all the smaller counterparts into a single program which is harder to work with. The microservice architecture involves deploying all the smaller applications and services independently.
7. Decide Which Processes And Tests To Automate First
Automating all processes in the software development life cycle is the ultimate goal for DevOps. It can be rather daunting to automate all processes at once. So an effective way of automating processes is to determine which is the most essential step for software development.
Some important steps in software development that you can automate first include compiling codes, User Interface (UI) testing, functional testing, etc., based on the goal that you are trying to achieve. Automate processes that are most important and most frequently used before moving on to processes that are less important or less frequently used.
8. Build Only Once But Implement Continuous Deployment
Building the source code a couple of times, again and again, takes a lot of time that could be saved to make the process shorter. Softwares need to be built, packed, and bundled before they are deployed. Building the software in a clean environment will minimize the errors from being created and hence shorten the development cycle.
DevOps involves releasing software frequently in order to lessen the overall burden. In order to do so, the software must first be in a finished state and be tested in an environment that is similar to that of a production stage. It is impossible to test the software in a real production stage though. That’s why a deployment stage has to be introduced.
Conclusion
DevOps is not just a trend. It is a way of approach that can make a huge difference in the way your organization develops and releases software. To recap, here are some of the most important steps to implement DevOps effectively in your organization:
Have all the DevOps tools been developed, maintained, and used from a central unit?
Implement CI / CD processes to shorten the software development cycle
Create a security-first approach to all your DevOps processes
Use the right kind of tools for achieving the goals of your organization
Only monitor the metrics that are important for an effective DevOps integration
Use microservice architecture to deploy small applications frequently than use monolithic architecture to deploy large, complex applications
Automate the processes one by one focusing on the most important ones at first
Build the software only once but implement a continuous deployment process
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01 Feb, 2025 | DevOps Prerequisites [2025] - Things to Learn Before DevOps
01 Feb, 2025
In the rapidly evolving world of technology, DevOps facilitates the collaboration of development and operations teams, enabling companies to produce software more quickly and consistently. To help teams remain adaptable and swiftly satisfy customer demands, DevOps emphasizes collaboration, automation, and process improvement.DevOps PrerequisitesThis post will outline the fundamental abilities and information required to study DevOps in 2025. Comprehending these crucial ideas will prepare you to start your DevOps adventure and establish a solid career in this expanding industry.Table of ContentWhat is DevOps?Who is a DevOps Engineer?Prerequisites For DevOps1. Strong Understanding of Operating Systems and Networking2. Version Control System (VCS)3. Programming and Scripting4. Cloud Computing Fundamentals5. Continuous Integration and Continuous Deployment (CI/CD)6. Containerization and Orchestration7. Security Practices in DevOps8. Collaboration and Communication ToolsWhat is DevOps?DevOps is a method of working that combines two teams: operations (who ensures that the program functions properly) and development (who creates the product). It facilitates their tight collaboration to produce software more quickly and with fewer issues. To complete tasks more quickly, DevOps emphasizes collaboration, communication, and responsibility sharing in addition to tools and systems.DevOps's core concept is to gradually improve things through automation and frequent feedback. It includes techniques like Continuous Deployment, Continuous Integration, and maintaining organization with tools like code and system monitoring. DevOps lets companies swiftly deliver the software users require in today's rapidly evolving environment while lowering errors and enhancing quality.To learn about DevOps in-depth, read this article: DevOps TutorialWho is a DevOps Engineer?A DevOps Engineer implements DevOps principles and practices within a company. They are the link between development and operations teams, making sure to communicate and collaborate easily. Automating repetitive tasks, streamlining workflows, and then creating systems that are reliable and scalable to the company's goals are DevOps Engineers' core tasks.Moreover, a DevOps Engineer should also possess some technical knowledge. They should understand development workflows, infrastructure management, and tools such as version control systems and CI/CD pipelines, cloud platforms etc. Additionally, they mentor the team by leading the way for a culture of collaboration and continuous improvement.Prerequisites For DevOps1. Strong Understanding of Operating Systems and NetworkingDevOps relies heavily on operating systems, particularly Linux. A large portion of your work as a DevOps specialist will entail server configuration, system process management, and system-level problem handling. Because it offers the reliability and adaptability required for large-scale applications, Linux is extensively utilized and is therefore a crucial skill to master. For automating processes and configuring systems, knowledge of the Linux file system, process management, and shell scripting are essential. Additionally, for certain use situations, having a rudimentary understanding of Windows systems can be beneficial.Networking is equally crucial because it guarantees that systems can interact efficiently. In order to manage cloud infrastructures and distributed applications, DevOps workers must be familiar with networking fundamentals including IP addresses, DNS, and HTTP/HTTPS protocols. To guarantee the safe and effective delivery of applications, concepts like firewalls, load balancers, and VPNs are also crucial. These abilities are essential for overseeing and preserving contemporary infrastructure.Key areas to focus on:Gain proficiency in Linux/Unix, particularly commands and shell scripting.Learn networking concepts like TCP/IP, DNS, HTTP/HTTPS, and load balancing.Explore system administration basics, such as managing processes and user permissions.2. Version Control System (VCS)In DevOps operations, version control is essential for controlling code changes and encouraging teamwork. Git and other tools facilitate change tracking, allowing engineers to collaborate on a project without interruption. For effective teamwork, it is essential to comprehend Git commands like cloning repositories, committing changes, and merging branches. GitLab and GitHub are two more systems that help with collaboration and interact with CI/CD pipelines to automate deployments.Beyond the fundamentals, it is essential to understand more complex Git techniques like branching and conflict resolution. Collaboration across teams runs well when team members are familiar with Git practices like Trunk-Based Development and Git Flow. With the help of these abilities, you may oversee big codebases while preserving consistency and lowering development faults.Key areas to focus on:Master Git commands: cloning, branching, merging, and resolving conflicts.Learn Git workflows, such as Git Flow and Trunk-Based Development.Explore Git platforms like GitHub, GitLab, and Bitbucket for collaboration.3. Programming and ScriptingIn DevOps workflows, programming and scripting are necessary for automation and tool integration. Python is popular because of its ease of use and large library, which make it perfect for jobs like log analysis and infrastructure automation. Likewise, Go is gaining popularity due to its dependability and performance in creating contemporary DevOps solutions. Learning a programming language will enable you to create unique tools and scripts that are tailored to the requirements of your company.Automating repetitious activities requires scripting just as much. Shell scripting, such as PowerShell or Bash, is especially helpful for activities like application deployment, system command execution, and server management. You can create reliable automation workflows and increase productivity across the development and deployment lifecycle by combining your programming and scripting abilities.Key areas to focus on:Learn programming languages like Python or Go for tool development.Practice shell scripting (Bash, PowerShell) for automation tasks.Understand key programming concepts: loops, conditionals, and file handling.4. Cloud Computing FundamentalsA key component of contemporary DevOps procedures, cloud computing has revolutionized how companies function. Scalable infrastructure is provided by cloud platforms like AWS, Azure, and Google Cloud, allowing businesses to effectively deploy apps. DevOps engineers need to understand cloud services such as serverless computing, storage, and virtual machines. With this understanding, you may create and oversee scalable, reasonably priced solutions.It is equally critical to comprehend cloud-native technologies like containerization, auto-healing, and elastic scalability. Understanding how to integrate and manage hybrid or multi-cloud setups is essential for many enterprises. Obtaining certifications from cloud providers can help increase your knowledge and credibility.Key areas to focus on:Explore cloud services: virtual machines (EC2), storage (S3), and serverless computing.Learn cloud-native concepts like scalability and auto-healing.Get hands-on experience with AWS, Azure, or Google Cloud.5. Continuous Integration and Continuous Deployment (CI/CD)The foundation of DevOps is CI/CD, which helps teams produce software more quickly and consistently. The goal of continuous integration is to automatically test and integrate code changes to make sure the application is not broken. By automating the distribution of tested code to production settings, continuous deployment goes one step further. Popular options for creating and overseeing CI/CD pipelines include Jenkins, GitHub Actions, and GitLab CI.A well-thought-out CI/CD pipeline lowers errors, expedites releases, and requires less human interaction. Building and maintaining pipelines, integrating them with testing tools, and keeping an eye on their performance are all skills that a DevOps engineer must possess.Key areas to focus on:Learn to set up CI/CD pipelines using tools like Jenkins, GitHub Actions, and GitLab CI.Understand pipeline stages: build, test, and deploy.Integrate CI/CD with testing frameworks for automated quality assurance.6. Containerization and OrchestrationApplication deployment has been transformed by containerization, which makes it lightweight, uniform, and portable. You may package apps and their dependencies together using Docker, the industry-leading solution for container creation and management. However, Kubernetes is essential for large-scale settings because it simplifies the deployment, scaling, and maintenance of containerized applications.A DevOps engineer needs to be able to install Kubernetes clusters, manage container networking, and create Docker images. You can ensure that your applications are scalable, reliable, and easy to manage in a range of environments by mastering these tools.Key areas to focus on:Learn Docker: building, running, and managing containers.Understand Kubernetes basics: pods, deployments, and services.Practice container networking and scaling applications.7. Security Practices in DevOpsSecurity, often called DevSecOps, is an important part of DevOps. Instead of thinking about security only at the end, this approach makes sure security is included at every step of creating software. DevOps engineers need to know simple ways to keep systems safe, like protecting SSH keys (special passwords for servers), encrypting important data so no one can read it without permission, and using firewalls to block unwanted access.It’s also very important to check for security problems automatically during the development process. Trivy and OWASP ZAP are two examples of tools that can identify problems early and solve them before they become more serious. You can prevent attacks on your apps and systems and lower the likelihood of data breaches or system failures by integrating security into everything you do.Key areas to focus on:Learn security basics: encryption, SSH, and firewalls.Use vulnerability scanning tools like OWASP ZAP and Trivy.Integrate automated security checks into CI/CD pipelines.8. Collaboration and Communication ToolsCollaboration is just as important to DevOps as technology. While Slack and Microsoft Teams provide real-time communication, Jira and Trello are tools that assist teams manage projects and monitor progress. By keeping everyone in agreement, these tools minimize miscommunications and boost productivity.Another essential component of collaboration is documentation. Teams may share knowledge, record procedures, and keep decisions in one place with the help of tools like Confluence and Notion. Good teamwork and communication abilities simplify procedures and promote a positive DevOps culture.Key areas to focus on:Use project management tools like Jira or Trello.Communicate effectively using Slack or Microsoft Teams.Document workflows and decisions using Confluence or Notion.ConclusionDevOps offers endless opportunities to improve the way businesses create and deliver software. By building a strong foundation in the essential skills and staying open to learning, you can grow a successful career in this exciting field. As tools and practices continue to evolve, staying adaptable will help you drive innovation, improve processes, and contribute to the success of any organization you work with.FAQs - DevOps PrerequisitesDo I need programming skills to start with DevOps?Yes, DevOps requires the ability to program and write scripts. Programming skills are not necessary, but knowing a language like Python or Go will help you automate processes, integrate tools, and effectively manage workflows.Is knowledge of cloud computing necessary for DevOps?Indeed, a key component of contemporary DevOps is cloud computing. Applications can be deployed and managed with the use of scalable infrastructure and tools from platforms like AWS, Azure, or Google Cloud. It is strongly advised to have an understanding of the fundamental cloud services and ideas, such as storage, serverless computing, and virtual machines.Can I learn DevOps without prior IT experience?Learning DevOps does not require prior IT experience, though it might be helpful. Novices might concentrate on fundamental subjects like version control, operating systems, and networking fundamentals. The abilities necessary to succeed in the DevOps industry can be progressively developed with commitment and ongoing education.
Boost your DevOps skills with our DevOps Engineering - Planning to Production course. Master DevOps principles, implement CI/CD pipelines, and gain hands-on experience. Take the Three 90 Challenge: Complete 90% in 90 days for a 90% refund. Start your journey to becoming a certified DevOps expert today! | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020/Top 10 Programming Languages of 2015/Top 10 Programming Languages for Blockchain Development/Top 10 Fastest Programming Languages/Top 10 DevOps Programming Languages You Must Know/Top 10 Backend Technologies You Must Know/Top 10 Python Developer Skills That You Must Know in 2024/Top 10 Flutter Packages That You Must Know/Top 5 Features of Java 17 That You Must Know/Top 10 Python Frameworks That You Must Know in 2024/Top 7 Web Development Myths That You Must Know/Top 10 Advance Python Concepts That You Must Know/Top Data Science Trends You Must Know in 2024/Top 7 Database You Must Know For Software Development Projects/7 Myths About Full Stack Development That You Must Know/7 VS Code Tricks That You Must Know/8 DevOps Best Practices That You Must Know/DevOps Prerequisites [2025] - Things to Learn Before DevOps | https://www.geeksforgeeks.org/devops-prerequisites?ref=asr9 | Languages | DevOps Prerequisites [2025] - Things to Learn Before DevOps | Languages, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Top 10 Fastest Programming Languages, Top 7 Database You Must Know For Software Development Projects, 7 VS Code Tricks That You Must Know, 8 DevOps Best Practices That You Must Know, 5 Most Difficult Programming Languages of the World, Top Dying Programming Languages in 2020, Top 10 Python Frameworks That You Must Know in 2024, Top Data Science Trends You Must Know in 2024, 7 Myths About Full Stack Development That You Must Know, Introduction to Programming Languages, Top 10 Programming Languages of 2015, Top 5 Features of Java 17 That You Must Know, Top 7 Web Development Myths That You Must Know, Top 10 DevOps Programming Languages You Must Know, Top 10 Flutter Packages That You Must Know, Top 10 Python Developer Skills That You Must Know in 2024, 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03 Jan, 2023 | Mongoose Document Model.inspect() API
03 Jan, 2023
The Model.inspect() method of the Mongoose API is used to get the model’s name in the database. This method works on any model object which is defined using mongoose.
Syntax:
Model.inspect()
Parameters: The Model.inspect() method does not accept any parameter.
Return Value: The Model.inspect() function returns string. The result contains the model name.
Setting up Node.js application:
Step 1: Create a Node.js application using the following command:
npm init
Step 2: After creating the NodeJS application, Install the required module using the following command:
npm install mongoose
Project Structure: The project structure will look like this:
Example 1: In this example, We have established a database connection using mongoose and defined model over userSchema, having two columns or fields “name” and “age”. In the end, we are using Model.inspect() method on the User model that returns the model name in the String format.
app.js: Write down the below code in the app.js file:
Javascript
// Require mongoose module
const mongoose = require('mongoose');
// Set Up the Database connection
mongoose.connect(
'mongodb://localhost:27017/geeksforgeeks',
{
useNewUrlParser: true,
useUnifiedTopology: true
})
const userSchema = new mongoose.Schema(
{ name: String, age: Number }
)
// Defining userSchema model
const model = mongoose.model('User', userSchema);
const output = model.inspect();
console.log(output)
Steps to run the program: To run the application execute the below command from the root directory of the project:
node app.js
Output:
Model { User }
Example 2: In this example, We have established a database connection using mongoose and defined model over studentSchema, having three columns or fields “name”, “class”, and “school”. In the end, we are using Model.inspect() method on the Student model which will return the string having the name of the model.
app.js: Write down the below code in the app.js file:
Javascript
// Require mongoose module
const mongoose = require('mongoose');
// Set Up the Database connection
mongoose.connect(
'mongodb://localhost:27017/geeksforgeeks', {
useNewUrlParser: true,
useUnifiedTopology: true
})
const studentSchema = new mongoose.Schema(
{ name: String, class: Number, school: String }
)
// Defining userSchema model
const model = mongoose.model('Student', studentSchema);
const output = model.inspect();
console.log(output)
Steps to run the program: To run the application execute the below command from the root directory of the project:
node app.js
Output:
Model { Student }
Reference:- https://mongoosejs.com/docs/api/model.html#model_Model-inspect
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28 Sep, 2022 | Mongoose Document Model.listIndexes() API
28 Sep, 2022
The Model.listIndexes() method of Mongoose API Lists the indexes currently defined in MongoDB, whether they are the promise, undefined or void.
Syntax:
Model_Name.listIndexes()
Parameters: The Model.listIndexes() method accepts one optional parameter:
callback: It is a callback function that will run once execution is completed.
Return Value: The Model.listIndexes() function returns undefined if callback is specified, else it returns a promise.
Setting up Node.js application:
Step 1: Create a Node.js application using the following command:
npm init
Step 2: After creating the NodeJS application, Install the required module using the following command:
npm install mongoose
Project Structure: The project structure will look like this:
Database Structure: The database structure will look like this, the following documents are present in the collection.
Example 1: In this example, we have established a database connection using mongoose and defined model over userSchema, having two columns or fields “name” and “age”. In the end, we are using listIndexes() method on the User model to list the indexes of schemas.
app.js: Write down the below code in the app.js file:
App.js
// Require mongoose module
const mongoose = require('mongoose');
// Set Up the Database connection
mongoose.connect(
'mongodb://localhost:27017/geeksforgeeks', {
useNewUrlParser: true,
useUnifiedTopology: true
})
const userSchema = new mongoose.Schema(
{ name: String, age: Number }
)
// Defining userSchema model
const User = mongoose.model('User', userSchema);
console.log(User.listIndexes())
Steps to run the program: To run the application execute the below command from the root directory of the project:
node app.js
Output:
Promise { <pending> }
GUI Representation of the Database using Robo3T GUI tool:
Example 2: In this example, we have established a database connection using mongoose and defined model over studentSchema, having three columns or fields “name”, “school”, and “class”. In this example, we are passing a callback function so this method will return undefined in that case.
app.js: Write down the below code in the app.js file:
App.js
// Require mongoose module
const mongoose = require("mongoose");
// Set Up the Database connection
mongoose.connect("mongodb://localhost:27017/geeksforgeeks", {
useNewUrlParser: true,
useUnifiedTopology: true,
});
const studentSchema = new mongoose.Schema({
name: String,
school: String,
class: Number,
});
// Defining studentSchema model
const Student = mongoose.model("Student", studentSchema);
function abc(){
return"Hello";
}
console.log(Student.listIndexes(abc))
Steps to run the program: To run the application execute the below command from the root directory of the project:
node app.js
Output:
undefined
GUI Representation of the Database using Robo3T GUI tool:
Reference: https://mongoosejs.com/docs/api/model.html#model_Model-listIndexes
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27 Mar, 2023 | Mongoose Document Model.populate() API
27 Mar, 2023
The Mongoose Document API Model.populate() method of the Mongoose API is used on the Document model. It allows to replacement of a field in a collection with a document from another collection. We can provide a collection name as a value to a field as a reference to populate the collection and its field. Let us understand the populate() method using an example.
Syntax:
Model.populate( doc, options, callback );
Parameters: This method accepts three parameters as discussed below:
doc: It is used to specify the document name. It could be a single document or an array of documents.
options: It is used to configure the various properties.
callback: It is used to specify the callback function which will be executed once the operation is done.
Return Value: This method returns the promise, which can be handled using the callback function.
Setting up Node.js application:
Step 1: Create a Node.js application using the following command:
npm init
Step 2: After creating the NodeJS application, Install the required module using the following command:
npm install mongoose
Project Structure: The project structure will look like this:
Database Structure: The database structure will look like this, the following documents are present in the collection.
Customer collection has the following documents:
Product collection has the following documents:
Example 1: In this example, we have established a database connection using mongoose and defined two models over customerSchema, and productSchema. In the end, we are accessing populate() method over the Product model and providing the customer model as a reference to point and populate the referenced documents from both collections.
Filename: app.js
Javascript
// Require mongoose module
const mongoose = require("mongoose");
// Set Up the Database connection
const URI = "mongodb://localhost:27017/geeksforgeeks";
let connectionObject = mongoose.createConnection(URI, {
useNewUrlParser: true,
useUnifiedTopology: true,
});
let customerSchema = new mongoose.Schema({
name: String,
address: String,
orderNumber: Number,
})
let Customer =
connectionObject.model("Customer", customerSchema);
let productSchema = new mongoose.Schema({
name: String,
price: Number,
customer: {
type: mongoose.ObjectId,
ref: 'Customer'
},
})
let Product =
connectionObject.model("Product", productSchema);
Product.find().populate("customer").then(res => {
console.log(res);
});
Step to run the program: To run the application execute the below command from the root directory of the project:
node app.js
Output:
[
{
_id: new ObjectId("63c93f348d749df47132da0d"),
name: 'Samsung TV 32',
price: 18000,
customer: {
_id: new ObjectId("63c13b76876922405349f708"),
name: 'Mivaan',
address: 'IND',
orderNumber: 9,
__v: 0
},
__v: 0
},
{
_id: new ObjectId("63c93f348d749df47132da0b"),
name: 'DJI Mavic Mini 2',
price: 25000,
customer: {
_id: new ObjectId("639ede899fdf57759087a655"),
name: 'Chintu',
address: 'IND',
orderNumber: 9,
__v: 0
},
__v: 0
},
{
_id: new ObjectId("63c93f348d749df47132da0c"),
name: 'iPhone 11',
price: 55000,
customer: {
_id: new ObjectId("639ede899fdf57759087a653"),
name: 'Aditya',
address: 'Mumbai',
orderNumber: 20,
__v: 0
},
__v: 0
}
]
Example 2: In this example, we are accessing the populate() method on the Customer model. For reference, we are providing the path name to be considered as a reference to another collection.
Filename: app.js
Javascript
// Require mongoose module
const mongoose = require("mongoose");
// Set Up the Database connection
const URI = "mongodb://localhost:27017/geeksforgeeks";
let connectionObject = mongoose.createConnection(URI, {
useNewUrlParser: true,
useUnifiedTopology: true,
});
let customerSchema = new mongoose.Schema({
name: String,
address: String,
orderNumber: Number,
})
let Customer =
connectionObject.model("Customer", customerSchema);
let productSchema = new mongoose.Schema({
name: String,
price: Number,
customer: {
type: mongoose.ObjectId,
ref: 'Customer'
},
})
let Product =
connectionObject.model("Product", productSchema);
let products;
Product.find({ name: "Samsung TV 32" }).then(res => {
products = res;
Customer.populate(products, { path: "customer" }).then(res => {
console.log(res);
})
});
Step to run the program: To run the application execute the below command from the root directory of the project:
node app.js
Output:
[
{
_id: new ObjectId("63c93f348d749df47132da0d"),
name: 'Samsung TV 32',
price: 18000,
customer: {
_id: new ObjectId("63c13b76876922405349f708"),
name: 'Mivaan',
address: 'IND',
orderNumber: 9,
__v: 0
},
__v: 0
}
]
Reference: https://mongoosejs.com/docs/api/model.html#model_Model-populate
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01 Jun, 2021 | How to populate virtuals to a mongoose model using Node.js ?
01 Jun, 2021
In Mongoose, the virtual is the property that is not stored in the database, they only exist logically, and you cannot query directly on the basis of this property. To know more about virtual refers to this article Mongoose Virtuals.
Populating Virtuals:
In MongoDB, Population is the process of replacing the specified path in the document of one collection with the actual document from the other collection.
Mongoose also supports a population of virtual properties during their creation. Whenever we want our virtual property to refer to a model of any other collection we have to populate it so that it can contain the document(s) of the other collection.
Install Mongoose:
Step 1: You can visit the link Install mongoose to install the mongoose module. You can install this package by using this command.
npm install mongoose
Step 2: Now you can import the mongoose module in your file using:
const mongoose = require('mongoose');
Database: We have two collections users and posts in our database GFG.
users: The users collection has two users User1 and User2.
posts: The posts collection is empty.
Initially users and posts collection in database
Implementation:
Create a folder and add the file main.js.
For populating virtual, we have to specify three necessary options:
ref: It contains the name of the model from which we want to populate the document.
localField: It is any field of the current collection.
foreignField: It is any field of the collection from which we want to populate the document.
Mongoose will populate those documents from the model given in ref, whose foreignField value will match with the localField value of the current collection.
Example: Now we will see how to populate virtuals to a mongoose model using Node.js.
main.js
// Requiring module
const mongoose = require('mongoose');
// Connecting to database
mongoose.connect('mongodb://localhost:27017/GFG',
{
useNewUrlParser: true,
useUnifiedTopology: true,
useFindAndModify: false
});
// User Schema
const userSchema = new mongoose.Schema({
username: String,
email: String
})
// Post Schema
const postSchema = new mongoose.Schema({
title: String,
postedBy: mongoose.Schema.Types.ObjectId
})
// Creating and populating virtual property 'user' in postSchema
// will populate the documents from user collection if
// their '_id' matches with the 'postedBy' of the post
postSchema.virtual('user', {
ref: 'User',
localField: 'postedBy', // Of post collection
foreignField: '_id', // Of user collection
justOne: true
})
// Creating user and post models
const User = mongoose.model('User', userSchema);
const Post = mongoose.model('Post', postSchema);
// Function to create a post by the user
const createPost = async (next) => {
const user = await User.findOne({ _id: '60acfa48e82a52560c32ec0a' });
const newPost = new Post({
title: 'Post 1',
postedBy: user._id
})
const postSaved = await newPost.save();
console.log("post created");
// The findPost will be called after the post is created
next();
}
// Function to find the post and show the virtual property
const findPost = async () => {
const post = await Post.findOne().populate('user');
console.log(post.user);
}
// Creating the post then showing the virtual property on console
createPost(findPost);
Run main.js using the command:
node main.js
Output:
Output after executing main.js
Explanation: Here we are finding User 1 by _id field and then creating a post whose postedBy field value will be the User 1 _id field value (hence the post is created by User 1). Whenever a post will be created, a virtual property ‘user’ will be created for the post which would be populated with the document of the User model whose _id field value matches with the postedBy value of the post.
Database: After creating a post with a populated virtual property user, we can see Post 1 in posts collection of our database. But here we cannot see the property user in the database because it’s a virtual property, and it doesn’t get stored in the database.
Posts collection after creating the post with populated virtual
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24 Apr, 2024 | How to Populate Dropdown List with Array Values in PHP?
24 Apr, 2024
We will create an array, and then populate the array elements to the dropdown list in PHP. It is a common task when you want to provide users with a selection of options. There are three approaches to achieve this, including using a foreach loop, array_map() function, and implode() function. Here, we will explore each approach with detailed explanations and code examples.
Table of Content
Using foreach LoopUsing array_map() FunctionUsing implode() FunctionApproach 1: Populate Dropdown List with Array Values using foreach LoopYou can use a foreach loop to iterate over an array of elements and populate the dropdown list with its values.
PHP
<?php
$options = array(
"HTML",
"CSS",
"JavaScript",
"PHP"
);
?>
<select>
<?php foreach ($options as $option): ?>
<option value="<?php echo $option; ?>">
<?php echo $option; ?>
</option>
<?php endforeach; ?>
</select>
Output:
Approach 2: Populate Dropdown List with Array Values using array_map() FunctionThe array_map() function can be used to apply a callback function to each element of an array. You can use it to generate the <option> tags for the dropdown list.
PHP
<?php $options = array(
"HTML",
"CSS",
"JavaScript",
"PHP"
); ?>
<select>
<?php echo implode(array_map(function($option) {
return "<option value=\"$option\">$option</option>";
}, $options)); ?>
</select>
Output:
Approach 3: Populate Dropdown List with Array Values using implode() FunctionYou can also use the implode() function to concatenate the array values into a string and then use it to populate the dropdown list.
PHP
<?php $options = array(
"HTML",
"CSS",
"JavaScript",
"PHP"
); ?>
<select>
<?php echo "<option>"
. implode("</option><option>", $options)
. "</option>";
?>
</select>
Output:
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15 May, 2023 | How to detect if a dropdown list is a multi-select using jQuery?
15 May, 2023
In this article, we will learn how to detect if a dropdown list or an HTML select element is a multi-select one or not using jQuery. There is one main approach with which this can be implemented.
Approach: Using the prop() method in the jQuery library. There is one select element with an id of dropdown defined in the following example which also has an attribute of multiple attached to it. Also, a button element with a class of check-multi-select is created which on click checks whether the given dropdown is a multi-select one or not. We use the prop() method to check the existence of the multiple attributes bypassing the same as a string parameter. If the method returns the boolean true, then the dropdown list is a multi-select. Otherwise, the dropdown list is not a multi-select since the method returns the boolean false which indicates the absence of the multiple attributes.
Example 1: In this example, we will use the above approach.
HTML
<!DOCTYPE html>
<html>
<head>
<style>
body {
text-align: center;
}
p {
font-size: 25px;
font-weight: bold;
}
select {
display: block;
margin: 0 auto;
}
button {
margin-top: 1rem;
cursor: pointer;
}
</style>
</head>
<body>
<h1 style="color: green">GeeksforGeeks</h1>
<p>jQuery - Detect if a dropdown is a multi-select</p>
<select id="dropdown" multiple>
<option value="Geek 1">Geek 1</option>
<option value="Geek 2">Geek 2</option>
<option value="Geek 3">Geek 3</option>
<option value="Geek 4">Geek 4</option>
</select>
<button class="check-multi-select">
Click me to check if dropdown is a multi-select
</button>
<script src=
"https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js">
</script>
<script type="text/javascript">
$(".check-multi-select").click(function () {
if ($("#dropdown").prop("multiple")) {
alert(
"The given dropdown IS a multi-select"
);
} else {
alert(
"The given dropdown IS NOT a multi-select"
);
}
});
</script>
</body>
</html>
Output:
Example 2: This example is quite similar to the previous example but the only difference is that the dropdown is defined as not a multi-select which means there are no multiple attributes attached to it. Hence, the alert message states that the given dropdown list is not a multi-select.
HTML
<!DOCTYPE html>
<html>
<head>
<!-- Basic inline styling -->
<style>
body {
text-align: center;
}
p {
font-size: 25px;
font-weight: bold;
}
select {
display: block;
margin: 0 auto;
}
button {
margin-top: 5rem;
cursor: pointer;
}
</style>
</head>
<body>
<h1 style="color: green">GeeksforGeeks</h1>
<p>jQuery - Detect if a dropdown is a multi-select</p>
<select id="dropdown">
<option value="Geek 1">Geek 1</option>
<option value="Geek 2">Geek 2</option>
<option value="Geek 3">Geek 3</option>
<option value="Geek 4">Geek 4</option>
</select>
<button class="check-multi-select">
Click me to check if dropdown is a multi-select
</button>
<script src=
"https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js">
</script>
<script type="text/javascript">
$(".check-multi-select").click(function () {
if ($("#dropdown").prop("multiple")) {
alert(
"The given dropdown IS a multi-select"
);
} else {
alert(
"The given dropdown IS NOT a multi-select"
);
}
});
</script>
</body>
</html>
Output:
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29 Jul, 2024 | How to change a select’s options based on another dropdown using React?
29 Jul, 2024
React is a declarative, efficient, and flexible JavaScript library for building user interfaces. It’s ‘V’ in MVC. ReactJS is an open-source, component-based front end library responsible only for the view layer of the application. It is maintained by Facebook.
Select in HTML allows us to choose among multiple values using the dropdown. Here, we are talking about changing select options based on another dropdown. In React, it is very easy to achieve with the help of the state. For those who don’t about state here is a brief of it.
The STATE of a component is an object that holds some information that may change over the lifetime of the component.
If you want to know more about the state, please refer to state in react geeksforgeeks and state and lifecycle reactjs.org.
React has both Class-Based components and Functional Component so for this article, we will use Functional Component. In the Functional component, the state can be managed using useState hook.
We want to change the selects options based on other dropdowns so we will follow the below steps.
Create a state variable that is initially null or undefined.Create different arrays for different dropdowns.Create a local variable say type that will hold any of the array based on the dropdown selected.Create a function that will be called whenever an option from the dropdown is selected, this function will change the state variable so that the value of type can be determined dynamically.Lastly, use type variables to create a different set of options that the user will see.Now we will create a Component using all the steps described above.
App.js: Below is the code for App.js component.
JavaScript
import * as React from "react";
const App = () => {
/** "selected" here is state variable which will hold the
* value of currently selected dropdown.
*/
const [selected, setSelected] = React.useState("");
/** Function that will set different values to state variable
* based on which dropdown is selected
*/
const changeSelectOptionHandler = (event) => {
setSelected(event.target.value);
};
/** Different arrays for different dropdowns */
const algorithm = [
"Searching Algorithm",
"Sorting Algorithm",
"Graph Algorithm",
];
const language = ["C++", "Java", "Python", "C#"];
const dataStructure = ["Arrays", "LinkedList", "Stack", "Queue"];
/** Type variable to store different array for different dropdown */
let type = null;
/** This will be used to create set of options that user will see */
let options = null;
/** Setting Type variable according to dropdown */
if (selected === "Algorithm") {
type = algorithm;
} else if (selected === "Language") {
type = language;
} else if (selected === "Data Structure") {
type = dataStructure;
}
/** If "Type" is null or undefined then options will be null,
* otherwise it will create a options iterable based on our array
*/
if (type) {
options = type.map((el) => <option key={el}>{el}</option>);
}
return (
<div
style={{
padding: "16px",
margin: "16px",
}}
>
<form>
<div>
{/** Bind changeSelectOptionHandler to onChange method of select.
* This method will trigger every time different
* option is selected.
*/}
<select onChange={changeSelectOptionHandler}>
<option>Choose...</option>
<option>Algorithm</option>
<option>Language</option>
<option>Data Structure</option>
</select>
</div>
<div>
<select>
{
/** This is where we have used our options variable */
options
}
</select>
</div>
</form>
</div>
);
};
export default App;
Output:
You can see the output of the project below:
https://media.geeksforgeeks.org/wp-content/uploads/20240726133551/icevideo20201109173206edit0edit0.mp4Note: You can also use the Class-Based component, logic would be the same.
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Class, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0211245529, -0.0125557203, -0.0226865783, 0.0376374051, 0.0248734169, 0.0104209501, -0.00426954, 0.0126598552, -0.0304967128, 0.00583528588, 0.00755723426, -0.0224039275, -0.00192464015, -0.0415350348, 0.0273429062, -0.00869528204, -0.0398391187, 0.00580181368, -0.0173310582, -0.0281908643, 0.000826572475, -0.0126821697, -0.0242932346, 0.0369233377, -0.0187145676, 0.0107779847, 0.0139392288, 0.00790683087, -0.0172566772, 0.00340670603, 0.0297975205, 0.00784732495, 0.000229422687, -0.022091521, 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07 Oct, 2024 | Grouping Dropdown Options Using ReactJS
07 Oct, 2024
Grouping options means putting options in groups based on conditions for a better user experience. For example on our mobile, all contacts are grouped by their first letter so that it becomes easier for users to search for contacts. Material UI for React has this component available for us and it is very easy to integrate.
What Are Grouped Dropdown Options?A grouped dropdown organizes options into categories or groups to make navigation and selection easier. Instead of displaying a flat list of options, grouped dropdowns visually separate related options under a group header. This is especially useful when dealing with large sets of data where items naturally fall into distinct categories.
Use Cases for Grouped Dropdowns:Countries by Continent: Group countries under their respective continents (e.g., Europe, Asia, Africa).Job Roles by Department: Group job roles under departments (e.g., Engineering, Sales, Marketing).Products by Category: Group products under categories (e.g., Electronics, Furniture, Clothing).Steps To Grouping Dropdown options using ReactJSStep 1: Create a React application using the following command:npx create-react-app foldernamecd foldernameStep 2: Install the material-ui modules using the following command:npm install @material-ui/core
npm install @material-ui/labProject StructureProject StructureExample: Now write down the following code in the App.js file. Here, App is our default component where we have written our code.
JavaScript
//App.js
import React from 'react'
import TextField from '@material-ui/core/TextField';
import Autocomplete from '@material-ui/lab/Autocomplete';
const App = () => {
const myOptions = [
{ title: 'Gourav', age: 20 },
{ title: 'Dinesh', age: 25 },
{ title: 'Madhuri', age: 18 },
{ title: 'Kartik', age: 21 },
{ title: 'Gaurank', age: 5 },
];
// Our sample dropdown options
const options = myOptions.map((option) => {
const initialLetter = option.title[0].toUpperCase();
return {
initialLetter: /[0-9]/.test(initialLetter) ?
'0-9' : initialLetter,
...option,
};
});
return (
<div style={{ marginLeft: '40%', marginTop: '60px' }}>
<h3>Greetings from GeeksforGeeks!</h3>
<Autocomplete
style={{ width: 600 }}
options={options.sort((a, b) =>
-b.initialLetter.localeCompare(a.initialLetter))}
groupBy={(option) => option.initialLetter}
getOptionLabel={(option) => option.title}
renderInput={(params) => <TextField {...params}
label="Grouping Demo"
variant="outlined" />}
/>
</div>
);
}
export default App
Run the application using the following command:
npm startOutput: Now open your browser and go to http://localhost:3000/, you will see the following output:
Grouping Dropdown Options Using ReactJS
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20 Apr, 2022 | Primer CSS Dropdown Options
20 Apr, 2022
Primer CSS is a free open-source CSS framework that is built upon systems that create the foundation of the basic style elements such as spacing, typography, and color. This systematic method makes sure our patterns are steady and interoperable with every other. Its approach to CSS is influenced by Object-Oriented CSS principles, functional CSS, and BEM architecture. It is highly reusable and flexible. It is created with GitHub’s design system.
Primer CSS offers dropdowns that can be used as a lightweight context menu for enclosing operations and navigations. In this article, we will discuss different dropdown options available such as alignment, headers, and dividers along with examples.
Primer CSS Dropdown Options classes used:
dropdown-caret: This class is used to create a dropdown arrow icon.
dropdown-menu-ne: This class is used to define menu list items in the northeast direction.
dropdown-menu-e: This class is used to define menu list items in the east direction.
dropdown-menu-se: This class is used to define menu list items in the southeast direction.
dropdown-menu-s: This class is used to define menu list items in the south direction.
dropdown-menu-sw: This class is used to define menu list items in the southwest direction.
dropdown-menu-w: This class is used to define menu list items in the west direction.
dropdown-divider: This class is used to define divider in the dropdown menu list items.
dropdown-header: This class is used to create a header in the dropdown menu list items.
Syntax:
<details class="dropdown details-reset
details-overlay d-inline-block">
<summary class="btn">
...
<div class="dropdown-caret"></div>
</summary>
<ul class="dropdown-menu dropdown-menu-ne">
<li>
<a class="dropdown-item" href="#">...</a>
</li>
...
</ul>
</details>
Example 1: Below example illustrates the use of Dropdown Options alignment in Primer CSS.
HTML
<!DOCTYPE html>
<html>
<head>
<title> Primer CSS Dropdown Options </title>
<link href=
"https://unpkg.com/@primer/css@^19.0.0/dist/primer.css"
rel="stylesheet" />
</head>
<body>
<center>
<h1 class="color-fg-success"> GeeksforGeeks </h1>
<h3> Primer CSS Dropdown Options </h3>
<div style="margin-top: 96px">
<details class="dropdown details-reset
details-overlay d-inline-block mb-5">
<summary class="btn">
Select any Course
<div class="dropdown-caret"></div>
</summary>
<ul class="dropdown-menu dropdown-menu-ne">
<li><a class="dropdown-item" href="#">DSA</a></li>
<li><a class="dropdown-item" href="#">OOP's</a></li>
<li><a class="dropdown-item" href="#">DBMS</a></li>
</ul>
</details>
</div>
<details class="dropdown details-reset
details-overlay d-inline-block mt-2">
<summary class="btn">
Select Test Series
<div class="dropdown-caret"></div>
</summary>
<ul class="dropdown-menu dropdown-menu-e">
<li><a class="dropdown-item" href="#">
Amazon Test Series
</a></li>
<li><a class="dropdown-item" href="#">
Microsoft Test Series
</a></li>
<li><a class="dropdown-item" href="#">
Google Test Series
</a></li>
</ul>
</details>
</center>
</body>
</html>
Output:
Primer CSS Dropdown Options
Example 2: Below example illustrates the use of Dropdown Dividers in Primer CSS.
HTML
<!DOCTYPE html>
<html>
<head>
<title> Primer CSS Dropdown Options </title>
<link href=
"https://unpkg.com/@primer/css@^19.0.0/dist/primer.css"
rel="stylesheet" />
</head>
<body>
<center>
<h1 class="color-fg-success">
GeeksforGeeks
</h1>
<h3> Primer CSS Dropdown Options </h3>
<details class="dropdown details-reset
details-overlay d-inline-block mt-3">
<summary class="btn" aria-haspopup="true">
Select any Course
<div class="dropdown-caret"></div>
</summary>
<ul class="dropdown-menu dropdown-menu-se">
<li><a class="dropdown-item" href="#">DSA</a></li>
<li><a class="dropdown-item" href="#">OOP's</a></li>
<li><a class="dropdown-item" href="#">DBMS</a></li>
<li class="dropdown-divider" role="separator"></li>
<li><a class="dropdown-item" href="#">
Operating System
</a>
</li>
</ul>
</details>
</center>
</body>
</html>
Output:
Primer CSS Dropdown Options
Example 3: Below example illustrates the use of Dropdown Headers in Primer CSS.
HTML
<!DOCTYPE html>
<html>
<head>
<title> Primer CSS Dropdown Options </title>
<link href=
"https://unpkg.com/@primer/css@^19.0.0/dist/primer.css"
rel="stylesheet" />
</head>
<body>
<center>
<h1 class="color-fg-success">
GeeksforGeeks
</h1>
<h3> Primer CSS Dropdown Options </h3>
<details class="dropdown details-reset
details-overlay d-inline-block mt-3">
<summary class="btn" aria-haspopup="true">
Select any course
<div class="dropdown-caret"></div>
</summary>
<div class="dropdown-menu dropdown-menu-se">
<div class="dropdown-header">
GeeksforGeeks courses
</div>
<ul>
<li><a class="dropdown-item" href="#">DSA</a></li>
<li><a class="dropdown-item" href="#">OOP's</a></li>
<li><a class="dropdown-item" href="#">DBMS</a></li>
</ul>
</div>
</details>
</center>
</body>
</html>
Output:
Primer CSS Dropdown Options
Reference: https://primer.style/css/components/dropdown#options
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18 Sep, 2024 | How to Select Multiple Options at once in Dropdown list in HTML?
18 Sep, 2024
Dropdown lists are one of the most flexible elements in HTML. It is similar to that of the radio input, that is, only one item can be selected from a group of items by default.
However, when the multiple attribute is used with the <select> element, we can enable the selection of multiple options from the list. The multiple attribute is a boolean attribute that specifies whether multiple options can be selected at once.
The process of selecting multiple options varies in different operating systems and browsers as mentioned below:
Windows: We need to hold down the CTRL button to select multiple options.Mac: We need to hold down the command button to select multiple options.Note that, because of the different ways of approaching this, and because one has to inform the user that multiple selections are available, it is more user-friendly to use checkboxes instead.
Example 1:
HTML
<!DOCTYPE html>
<html>
<body>
<h1 style="color: green;">
GeeksforGeeks
</h1>
<p>
The below list does not allow
multiple selection.
</p>
<form id="form1">
<select width=300 style="width: 350px">
<option value='blue'>Blue</option>
<option value='green'>Green</option>
<option value='red'>Red</option>
<option value='yellow'>Yellow</option>
<option value='' selected>
Select a Color
</option>
</select>
</form>
<p>
The below list does allows
multiple selections.
</p>
<form id="form2">
<select width=300 style="width: 350px"
size="8" multiple>
<option value='blue'>Blue</option>
<option value='green'>Green</option>
<option value='red'>Red</option>
<option value='yellow'>Yellow</option>
<option value='orange'>Orange</option>
</select>
</form>
</body>
</html>
Output:
Example 2:
html
<!DOCTYPE html>
<html>
<body>
<center>
<h1 style="color:green; font-style:italic;">
Geeksforgeeks
</h1>
<h2 style="font-style:italic; color:green;">
HTML select multiple Attribute
</h2>
<form action=" ">
<select name="Bikes" multiple>
<option value="HeroHonda">HeroHonda</option>
<option value="Splender">Splender</option>
<option value="Ninja">Ninja</option>
<option value="Pulsav">Pulsav</option>
</select>
<input type="submit">
</form>
<p>
Hold down the Ctrl (windows) /
Command (Mac) button to select multiple options.
</p>
</center>
</body>
</html>
Output:
Example 3:
HTML
<!DOCTYPE html>
<html>
<head>
<title>Checkbox Dropdown</title>
<style>
.dropdown {
position: relative;
display: inline-block;
}
.dropdown-content {
display: none;
position: absolute;
background-color: #f1f1f1;
min-width: 120px;
overflow-y: auto;
max-height: 100px;
border: 1px solid #ddd;
z-index: 1;
}
.dropdown-content label {
display: block;
padding: 5px 10px;
cursor: pointer;
}
.dropdown-content label:hover {
background-color: #ddd;
}
.show {
display: block;
}
.selected-items {
width:100px;
margin-top: 5px;
padding: 5px;
border: 1px solid #ccc;
}
.selected-items div {
margin-bottom: 5px;
}
</style>
</head>
<body>
<div class="dropdown">
<button onclick="toggleDropdown()">Select Options</button>
<div id="options" class="dropdown-content">
<label><input type="checkbox" value="Option 1"> Option 1</label>
<label><input type="checkbox" value="Option 2"> Option 2</label>
<label><input type="checkbox" value="Option 3"> Option 3</label>
</div>
</div>
<div class="selected-items"></div>
<script>
function toggleDropdown() {
document.getElementById("options").classList.toggle("show");
}
window.onclick = function(event) {
if (!event.target.matches('.dropdown button')) {
let dropdowns = document.getElementsByClassName("dropdown-content");
for (let i = 0; i < dropdowns.length; i++) {
let openDropdown = dropdowns[i];
if (openDropdown.classList.contains('show')) {
openDropdown.classList.remove('show');
}
}
}
}
document.querySelectorAll('.dropdown-content input[type="checkbox"]').forEach(checkbox => {
checkbox.addEventListener('change', function() {
const text = this.value;
const selectedItems = document.querySelector('.selected-items');
const existingItem = selectedItems.querySelector(`[data-value="${text}"]`);
if (this.checked) {
if (!existingItem) {
const selectedItem = document.createElement('div');
selectedItem.setAttribute('data-value', text);
selectedItem.innerText = text;
selectedItems.appendChild(selectedItem);
}
} else {
if (existingItem) {
existingItem.remove();
}
}
});
});
</script>
</body>
</html>
Output:
https://media.geeksforgeeks.org/wp-content/uploads/20240804230749/Untitled171.mp4
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Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a multi-select using jQuery?/How to change a select’s options based on another dropdown using React?/Grouping Dropdown Options Using ReactJS/Primer CSS Dropdown Options/How to Select Multiple Options at once in Dropdown list in HTML? | https://www.geeksforgeeks.org/how-to-select-multiple-options-at-once-in-dropdown-list-in-html5?ref=asr10 | Languages | How to Select Multiple Options at once in Dropdown list in HTML? | PHP | IntlChar::isUWhiteSpace() Function, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Benefits of Progressive Web Apps for Business, Mongoose Document Model.remove() API, PHP | IntlChar::isULowercase() Function, Pgmagick blur() method – Python, Mongoose Query.prototype.replaceOne() API, PHP | IntlChar::isspace() Function, PHP ord() Function, TensorFlow.js Tensor Random Complete Reference, PHP | IntlChar isdefined() Function, How to Check if a Value Exists in an Associative Array in PHP?, Top 10 Programming Languages of 2015, Top 10 Machine Learning 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is associative or sequential in PHP?, Tensorflow.js tf.Tensor class .dataSync() Method, AngularJS angular.isFunction() Function, Mongoose Document Model.prototype.collection API, Mongoose Document.prototype.toJSON() API, Mongoose Document Model.countDocuments() API, Tensorflow.js tf.tensor3d() Function, Mongoose | countDocuments() Function, Mongoose Document Model.count() API, Languages, Mongoose Document Model.estimatedDocumentCount() API, Mongoose Document Model.prototype.deleteOne() API, Top 10 Fastest Programming Languages, Mongoose | exists() Function, Mongoose Query API.prototype.writeConcern() Method, 7 VS Code Tricks That You Must Know, Mongoose | where() Function, Grouping Dropdown Options Using ReactJS, 5 Most Difficult Programming Languages of the World, Tensorflow.js tf.Tensor Class, Top Data Science Trends You Must Know in 2024, How to detect if a dropdown list is a multi-select using jQuery?, Mongoose | replaceOne() Function, Tensorflow.js tf.print() Function, random.expovariate() function in Python, Top 5 Features of Java 17 That You Must Know, Random sampling in numpy | random_sample() function, PHP | IntlChar digit() function, Mongoose Document Model.populate() API, Mongoose Document Model.prototype.remove() API, Tensorflow.js tf.TensorBuffer Class, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0241508801, 0.00368430768, -0.0250165034, 0.0201978683, 0.0552267469, 0.0299794096, -0.00930544734, 0.00992581, -0.0110006249, -0.0137561914, -0.00351659325, -0.0347691886, 0.0129338503, -0.0517354, 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21 May, 2024 | Angular PrimeNG Form Dropdown Disabled Options Component
21 May, 2024
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. This article will show us how to use the calendar component in angular ngx bootstrap.
Dropdown Disabled Options Component: This is used to disable any component by using optionDisabled property.
Syntax:
<p-dropdown optionDisabled="inactive"></p-dropdown>
Creating Angular Application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure:
Example 1: In the below code, we will be using the above syntax to demonstrate the use of the Angular PrimeNG Form Dropdown Disabled Options Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">
GeeksforGeeks
</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form Dropdown
Disabled Options Component
</h4>
<p-dropdown [options]="cities"
[(ngModel)]="selectedCity"
optionLabel="name"
optionDisabled="inactive">
</p-dropdown>
</div>
app.component.ts
HTML
import { Component } from '@angular/core';
import { MenuItem } from 'primeng/api';
import { SelectItem } from 'primeng/api';
import { SelectItemGroup } from 'primeng/api';
interface City {
name: string,
code: string,
inactive: boolean
}
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss'],
})
export class AppComponent {
cities: City[];
selectedCity: City;
constructor() {
this.cities = [
{ name: 'India', code: 'IND', inactive: false },
{ name: 'Rome', code: 'RM', inactive: true },
{ name: 'London', code: 'LDN', inactive: false },
{ name: 'Istanbul', code: 'IST', inactive: true },
{ name: 'Paris', code: 'PRS', inactive: false },
];
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { DropdownModule } from 'primeng/dropdown';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
DropdownModule,
FormsModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
app.component.scss
:host ::ng-deep .p-dropdown {
width: 14rem;
}
Output:
Example 2: In the below code, we will be using the above syntax to demonstrate the use of the Angular PrimeNG Form Dropdown Disabled Options Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">GeeksforGeeks</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form Dropdown
Disabled Options Component
</h4>
<p-dropdown [options]="cities"
[(ngModel)]="selectedCity"
optionLabel="name"
optionDisabled="inactive">
</p-dropdown>
</div>
app.component.ts
Javascript
import { Component } from '@angular/core';
import { MenuItem } from 'primeng/api';
import { SelectItem } from 'primeng/api';
import { SelectItemGroup } from 'primeng/api';
interface City {
name: string,
code: string,
inactive: boolean
}
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss'],
})
export class AppComponent {
cities: City[];
selectedCity: City;
constructor() {
this.cities = [
{ name: 'India', code: 'IND', inactive: true },
{ name: 'Rome', code: 'RM', inactive: true },
{ name: 'London', code: 'LDN', inactive: true },
{ name: 'Istanbul', code: 'IST', inactive: true },
{ name: 'Paris', code: 'PRS', inactive: true },
];
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { DropdownModule } from 'primeng/dropdown';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
DropdownModule,
FormsModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
app.component.scss
:host ::ng-deep .p-dropdown {
width: 14rem;
}
Output:
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Mongoose | replaceOne() Function, Tensorflow.js tf.print() Function, random.expovariate() function in Python, Top 5 Features of Java 17 That You Must Know, Random sampling in numpy | random_sample() function, PHP | IntlChar digit() function, Mongoose Document Model.populate() API, Mongoose Document Model.prototype.remove() API, Tensorflow.js tf.TensorBuffer Class, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0451138318, -0.0101040946, -0.0161818024, 0.0238075349, 0.0652762651, 0.0116673699, -0.017554434, 0.00355359097, 0.00414077239, -0.0186372884, 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21 May, 2024 | Angular PrimeNG Form Dropdown Custom Content Component
21 May, 2024
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. This article will show us how to use the calendar component in angular ngx bootstrap.
Dropdown Custom Content Component: It is used for both selected options and the options list can be templated to provide customized representation. We can use the selectedItem template to customize the selected label display and the item template to change the content of the options in the dropdown panel.
Syntax:
<ng-template pTemplate="selectedItem">...</ng-template>
Creating Angular Application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure:
Example 1: In the below code, we will be using the above syntax to demonstrate the use of the Angular PrimeNG Form Dropdown Custom Content Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">
GeeksforGeeks
</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form Dropdown
Custom Content Component
</h4>
<p-dropdown [options]="groupedCities"
[(ngModel)]="selectedCity3"
placeholder="Select a City"
[group]="true">
<ng-template let-group pTemplate="group">
<div class="p-d-flex p-ai-center">
<span>{{ group.label }}</span>
</div>
</ng-template>
</p-dropdown>
</div>
app.component.ts
Javascript
import { Component } from '@angular/core';
import { MenuItem } from 'primeng/api';
import { SelectItem } from 'primeng/api';
import { SelectItemGroup } from 'primeng/api';
interface City {
name: string,
code: string
}
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss']
})
export class AppComponent {
cities: City[];
selectedCity1: City;
selectedCity2: City;
selectedCity3: string;
selectedCountry: string;
countries: any[];
groupedCities: SelectItemGroup[];
items: SelectItem[];
item: string;
constructor() {
this.items = [];
for (let i = 0; i < 10000; i++) {
this.items.push({
label: 'Item ' + i,
value: 'Item ' + i
});
}
this.cities = [
{ name: 'India', code: 'NY' },
{ name: 'Rome', code: 'RM' },
{ name: 'London', code: 'LDN' },
{ name: 'Istanbul', code: 'IST' },
{ name: 'Paris', code: 'PRS' }
];
this.groupedCities = [
{
label: 'India', value: 'IND',
items: [
{ label: 'Mumbai', value: 'Mumbai' },
{ label: 'Varanasi', value: 'Varanasi' },
{ label: 'Nashik', value: 'Nashik' },
{ label: 'Delhi', value: 'Delhi' }
]
},
{
label: 'USA', value: 'us',
items: [
{ label: 'Chicago', value: 'Chicago' },
{ label: 'Los Angeles', value: 'Los Angeles' },
{ label: 'New York', value: 'New York' },
{ label: 'San Francisco', value: 'San Francisco' }
]
},
{
label: 'Japan', value: 'jp',
items: [
{ label: 'Kyoto', value: 'Kyoto' },
{ label: 'Osaka', value: 'Osaka' },
{ label: 'Tokyo', value: 'Tokyo' },
{ label: 'Yokohama', value: 'Yokohama' }
]
}
];
this.countries = [
{ name: 'Australia', code: 'AU' },
{ name: 'Brazil', code: 'BR' },
{ name: 'China', code: 'CN' },
{ name: 'Egypt', code: 'EG' },
{ name: 'France', code: 'FR' },
{ name: 'Germany', code: 'DE' },
{ name: 'India', code: 'IN' },
{ name: 'Japan', code: 'JP' },
{ name: 'Spain', code: 'ES' },
{ name: 'United States', code: 'US' }
];
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { DropdownModule } from 'primeng/dropdown';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
DropdownModule,
FormsModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
app.component.scss
CSS
:host ::ng-deep .p-dropdown {
width: 14rem;
}
Output:
Example 2: In the below code, we will be using the above syntax to demonstrate the use of the Angular PrimeNG Form Dropdown Custom Content Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">
GeeksforGeeks
</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form Dropdown
Custom Content Component
</h4>
<p-dropdown [options]="groupedCities"
[(ngModel)]="selectedCity3"
placeholder="Select a City"
[group]="true">
<ng-template let-group pTemplate="selectedItem">
<div class="p-d-flex p-ai-center">
<span>{{ group.label }}</span>
</div>
</ng-template>
</p-dropdown>
</div>
app.component.ts
Javascript
import { Component } from '@angular/core';
import { MenuItem } from 'primeng/api';
import { SelectItem } from 'primeng/api';
import { SelectItemGroup } from 'primeng/api';
interface City {
name: string,
code: string
}
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss']
})
export class AppComponent {
cities: City[];
selectedCity1: City;
selectedCity2: City;
selectedCity3: string;
selectedCountry: string;
countries: any[];
groupedCities: SelectItemGroup[];
items: SelectItem[];
item: string;
constructor() {
this.items = [];
for (let i = 0; i < 10000; i++) {
this.items.push({
label: 'Item ' + i,
value: 'Item ' + i
});
}
this.cities = [
{ name: 'India', code: 'NY' },
{ name: 'Rome', code: 'RM' },
{ name: 'London', code: 'LDN' },
{ name: 'Istanbul', code: 'IST' },
{ name: 'Paris', code: 'PRS' }
];
this.groupedCities = [
{
label: 'India', value: 'IND',
items: [
{ label: 'Mumbai', value: 'Mumbai' },
{ label: 'Varanasi', value: 'Varanasi' },
{ label: 'Nashik', value: 'Nashik' },
{ label: 'Delhi', value: 'Delhi' }
]
},
{
label: 'USA', value: 'us',
items: [
{ label: 'Chicago', value: 'Chicago' },
{ label: 'Los Angeles', value: 'Los Angeles' },
{ label: 'New York', value: 'New York' },
{ label: 'San Francisco', value: 'San Francisco' }
]
},
{
label: 'Japan', value: 'jp',
items: [
{ label: 'Kyoto', value: 'Kyoto' },
{ label: 'Osaka', value: 'Osaka' },
{ label: 'Tokyo', value: 'Tokyo' },
{ label: 'Yokohama', value: 'Yokohama' }
]
}
];
this.countries = [
{ name: 'Australia', code: 'AU' },
{ name: 'Brazil', code: 'BR' },
{ name: 'China', code: 'CN' },
{ name: 'Egypt', code: 'EG' },
{ name: 'France', code: 'FR' },
{ name: 'Germany', code: 'DE' },
{ name: 'India', code: 'IN' },
{ name: 'Japan', code: 'JP' },
{ name: 'Spain', code: 'ES' },
{ name: 'United States', code: 'US' }
];
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { DropdownModule } from 'primeng/dropdown';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
DropdownModule,
FormsModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
app.component.scss
CSS
:host ::ng-deep .p-dropdown {
width: 14rem;
}
Output:
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Things You Must Do to Get a Junior Web Developer Job in 2025/Top 10 Deep Learning Tools You Must Know [2025]/Top 10 Deep Learning Algorithms in 2025/Top 10 Machine Learning Frameworks in 2025/Top 10 Java Frameworks in 2025/Top 7 Big Data Frameworks in 2025/Top 10 JavaScript Frameworks to Use in 2025/Top 10 Python REST API Frameworks in 2025/Top 10 Frameworks for Web Applications in 2025/Top 7 Progressive Web App Development Frameworks [2025]/Benefits of Progressive Web Apps for Business/7 Famous Apps Built on Node.js: Reasons and Benefits/Benefits of Using Modern Learning Apps/An Introduction to Freelancing: The Career Choice for Modern Millennials/How to get weighted random choice in Python?/Random sampling in numpy | random() function/Sampling Theory/Cluster Sampling in Pandas/Random sampling in numpy | random_sample() function/Python Random – random() Function/random.lognormvariate() function in Python/random.expovariate() function in Python/random.gammavariate() function in Python/random.gauss() function in Python/Python | random.sample() function/Wand sample() function – Python/Wand – blur() function in Python/Pgmagick blur() method – Python/Pgmagick wave() method – Python/Pgmagick flip() method – Python/Pgmagick swirl() method – Python/Node.js GM swirl() Function/Node.js assert.doesNotMatch() Function/Node.js assert.notDeepStrictEqual() Function/Node.js assert.notEqual() Function/Tensorflow.js tf.notEqual() Function/Tensorflow.js tf.tensor3d() Function/Tensorflow.js tf.print() Function/Tensorflow.js tf.Tensor class .print() Method/Tensorflow.js tf.Tensor .toString() Method/TensorFlow.js Tensor Random Complete Reference/Tensorflow.js tf.Tensor class .dataSync() Method/Tensorflow.js tf.Tensor Class/Tensorflow.js tf.TensorBuffer Class/Tensorflow.js tf.Sequential Class/How to check an array is associative or sequential in PHP?/Convert an object to associative array in PHP/How to Check if a Value Exists in an Associative Array in PHP?/Sort an Associative Array by Key in PHP/How to Get All Values from an Associative Array in PHP?/How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?/How to Get All Keys of an Associative Array in PHP?/PHP array_keys() Function/PHP decoct( ) Function/PHP | gmp_xor() Function/PHP hexdec( ) Function/PHP octdec( ) Function/PHP ord() Function/PHP IntlChar::ord() Function/PHP | IntlChar::isspace() Function/PHP | IntlChar::islower() Function/PHP | IntlChar::isULowercase() Function/PHP | IntlChar::isUWhiteSpace() Function/PHP IntlChar::charName() Function/PHP | IntlChar::charDigitValue() Function/PHP | IntlChar digit() function/PHP | IntlChar::forDigit() Function/PHP | IntlChar::isIDIgnorable() Function/PHP | IntlChar isdefined() Function/AngularJS angular.isDefined() Function/AngularJS angular.isFunction() Function/AngularJS angular.toJson() Function/ReactJS TestRenderer.toJSON() Method/Node.js URL.toJSON() Method/Mongoose Document.prototype.toJSON() API/Mongoose Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a multi-select using jQuery?/How to change a select’s options based on another dropdown using React?/Grouping Dropdown Options Using ReactJS/Primer CSS Dropdown Options/How to Select Multiple Options at once in Dropdown list in HTML?/Angular PrimeNG Form Dropdown Disabled Options Component/Angular PrimeNG Form Dropdown Custom Content Component | https://www.geeksforgeeks.org/angular-primeng-form-dropdown-custom-content-component?ref=asr10 | Languages | Angular PrimeNG Form Dropdown Custom Content Component | PHP | IntlChar::isUWhiteSpace() Function, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Benefits of Progressive Web Apps for Business, Mongoose Document Model.remove() API, PHP | IntlChar::isULowercase() Function, Pgmagick blur() method – Python, Mongoose Query.prototype.replaceOne() API, PHP | IntlChar::isspace() Function, PHP ord() Function, TensorFlow.js Tensor Random Complete Reference, PHP | IntlChar isdefined() Function, How to Check if a Value Exists in an Associative Array in PHP?, Top 10 Programming Languages of 2015, Top 10 Machine Learning Frameworks in 2025, How to populate virtuals to a mongoose model using Node.js ?, How to Populate Dropdown List with Array Values in PHP?, An Introduction to Freelancing: The Career Choice for Modern Millennials, Top 10 Java Frameworks in 2025, Tensorflow.js tf.Tensor class .print() Method, Pgmagick wave() method – Python, Top 7 Web Development Myths That You Must Know, Benefits of Using Modern Learning Apps, Node.js assert.notDeepStrictEqual() Function, Mongoose Query.prototype.remove() API, Mongoose count() Function, Mongoose Document Model.prototype.db API, AngularJS angular.isDefined() Function, 12 Things You Must Do to Get a Junior Web Developer Job in 2025, Top 7 Big Data Frameworks in 2025, Mongoose Query API.prototype.getUpdate() Method, Mongoose Query API.prototype.getOptions() Method, PHP IntlChar::charName() Function, Mongoose Document Model.inspect() API, Introduction to Programming Languages, random.gauss() function in Python, PHP array_keys() Function, Mongoose Query.prototype.update() API, Top 7 Database You Must Know For Software Development Projects, random.gammavariate() function in Python, Mongoose Model.create() API, Mongoose | estimatedDocumentCount() Function, PHP | IntlChar::isIDIgnorable() Function, Node.js URL.toJSON() Method, Python | random.sample() function, Mongoose Populate() Method, 7 Myths About Full Stack Development That You Must Know, How to get weighted random choice in Python?, random.lognormvariate() function in Python, PHP | IntlChar::islower() Function, Sort an Associative Array by Key in PHP, Mongoose Document.prototype.$isNew API, Wand sample() function – Python, Mongoose Queries Model.replaceOne() Function, PHP hexdec( ) Function, Node.js assert.doesNotMatch() Function, Top 10 Flutter Packages That You Must Know, Random sampling in numpy | random() function, Node.js GM swirl() Function, How does Query.prototype.comment() work in 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PrimeNG Form Dropdown Disabled Options Component, Mongoose | replaceOne() Function, Tensorflow.js tf.print() Function, random.expovariate() function in Python, Top 5 Features of Java 17 That You Must Know, Random sampling in numpy | random_sample() function, Angular PrimeNG Form Dropdown Custom Content Component, PHP | IntlChar digit() function, Mongoose Document Model.populate() API, Mongoose Document Model.prototype.remove() API, Tensorflow.js tf.TensorBuffer Class, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0309668, -0.00664211903, 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21 May, 2024 | Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component
21 May, 2024
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. In this article, we will know how to use the calendar component in angular ngx bootstrap.
Dropdown Advanced with Templating, Filtering and Clear Icon Component: This type of dropdown is the advanced one in which we will be using the templating, filtering and clear icons.
Syntax:
<p-dropdown [filter]="true" filterBy="name">
<ng-template pTemplate="selectedItem">
</ng-template>
<ng-template let-country pTemplate="item">
</ng-template>
</p-dropdown>
Creating Angular Application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure:
Example1: In the below code, we will be using the above syntax to demonstrate the use of the Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">GeeksforGeeks</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form Dropdown
Advanced with Templating,
Filtering and Clear Icon Component
</h4>
<h5>Filtering</h5>
<p-dropdown
[options]="items"
[(ngModel)]="item"
placeholder="Select Item"
[virtualScroll]="true"
[itemSize]="31"
[filter]="false"
></p-dropdown>
</div>
app.component.ts
Javascript
import { Component } from '@angular/core';
import {MenuItem} from 'primeng/api';
import {SelectItem} from 'primeng/api';
import {SelectItemGroup} from 'primeng/api';
interface City {
name: string,
code: string
}
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss']
})
export class AppComponent {
cities: City[];
selectedCity1: City;
selectedCity2: City;
selectedCity3: string;
selectedCountry: string;
countries: any[];
groupedCities: SelectItemGroup[];
items: SelectItem[];
item: string;
constructor() {
this.items = [];
for (let i = 0; i < 10000; i++) {
this.items.push({label: 'Item ' + i, value: 'Item ' + i});
}
this.cities = [
{name: 'India', code: 'NY'},
{name: 'Rome', code: 'RM'},
{name: 'London', code: 'LDN'},
{name: 'Istanbul', code: 'IST'},
{name: 'Paris', code: 'PRS'}
];
this.groupedCities = [
{
label: 'India', value: 'IND',
items: [
{label: 'Mumbai', value: 'Mumbai'},
{label: 'Varanasi', value: 'Varanasi'},
{label: 'Nashik', value: 'Nashik'},
{label: 'Delhi', value: 'Delhi'}
]
},
{
label: 'USA', value: 'us',
items: [
{label: 'Chicago', value: 'Chicago'},
{label: 'Los Angeles', value: 'Los Angeles'},
{label: 'New York', value: 'New York'},
{label: 'San Francisco', value: 'San Francisco'}
]
},
{
label: 'Japan', value: 'jp',
items: [
{label: 'Kyoto', value: 'Kyoto'},
{label: 'Osaka', value: 'Osaka'},
{label: 'Tokyo', value: 'Tokyo'},
{label: 'Yokohama', value: 'Yokohama'}
]
}
];
this.countries = [
{name: 'Australia', code: 'AU'},
{name: 'Brazil', code: 'BR'},
{name: 'China', code: 'CN'},
{name: 'Egypt', code: 'EG'},
{name: 'France', code: 'FR'},
{name: 'Germany', code: 'DE'},
{name: 'India', code: 'IN'},
{name: 'Japan', code: 'JP'},
{name: 'Spain', code: 'ES'},
{name: 'United States', code: 'US'}
];
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { DropdownModule } from 'primeng/dropdown';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
DropdownModule,
FormsModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
app.component.scss
:host ::ng-deep .p-dropdown {
width: 14rem;
}
Output:
Example2: In the below code, we will be using the above syntax to demonstrate the use of the Angular PrimeNG Form Dropdown Advanced with Templating, Filtering, and Clear Icon Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">GeeksforGeeks</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form Dropdown
Advanced with Templating,
Filtering and Clear Icon Component
</h4>
<h5>
Advanced with Templating, Filtering and Clear Icon
</h5>
<p-dropdown
[options]="countries"
[(ngModel)]="selectedCountry"
optionLabel="name"
[filter]="true"
filterBy="name"
[showClear]="true"
placeholder="Select a Country"
>
<ng-template pTemplate="selectedItem">
<div class="country-item country-item-value"
*ngIf="selectedCountry">
<div>{{ selectedCountry.name }}</div>
</div>
</ng-template>
<ng-template let-country pTemplate="item">
<div class="country-item">
<div>{{ country.name }}</div>
</div>
</ng-template>
</p-dropdown>
</div>
app.component.ts
Javascript
import { Component } from '@angular/core';
import {MenuItem} from 'primeng/api';
import {SelectItem} from 'primeng/api';
import {SelectItemGroup} from 'primeng/api';
interface City {
name: string,
code: string
}
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss']
})
export class AppComponent {
cities: City[];
selectedCity1: City;
selectedCity2: City;
selectedCity3: string;
selectedCountry: string;
countries: any[];
groupedCities: SelectItemGroup[];
items: SelectItem[];
item: string;
constructor() {
this.items = [];
for (let i = 0; i < 10000; i++) {
this.items.push({label: 'Item ' + i, value: 'Item ' + i});
}
this.cities = [
{name: 'India', code: 'NY'},
{name: 'Rome', code: 'RM'},
{name: 'London', code: 'LDN'},
{name: 'Istanbul', code: 'IST'},
{name: 'Paris', code: 'PRS'}
];
this.groupedCities = [
{
label: 'India', value: 'IND',
items: [
{label: 'Mumbai', value: 'Mumbai'},
{label: 'Varanasi', value: 'Varanasi'},
{label: 'Nashik', value: 'Nashik'},
{label: 'Delhi', value: 'Delhi'}
]
},
{
label: 'USA', value: 'us',
items: [
{label: 'Chicago', value: 'Chicago'},
{label: 'Los Angeles', value: 'Los Angeles'},
{label: 'New York', value: 'New York'},
{label: 'San Francisco', value: 'San Francisco'}
]
},
{
label: 'Japan', value: 'jp',
items: [
{label: 'Kyoto', value: 'Kyoto'},
{label: 'Osaka', value: 'Osaka'},
{label: 'Tokyo', value: 'Tokyo'},
{label: 'Yokohama', value: 'Yokohama'}
]
}
];
this.countries = [
{name: 'Australia', code: 'AU'},
{name: 'Brazil', code: 'BR'},
{name: 'China', code: 'CN'},
{name: 'Egypt', code: 'EG'},
{name: 'France', code: 'FR'},
{name: 'Germany', code: 'DE'},
{name: 'India', code: 'IN'},
{name: 'Japan', code: 'JP'},
{name: 'Spain', code: 'ES'},
{name: 'United States', code: 'US'}
];
}
}
app.module.ts
Code block
app.component.scss
:host ::ng-deep .p-dropdown {
width: 14rem;
}
Output:
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Things You Must Do to Get a Junior Web Developer Job in 2025/Top 10 Deep Learning Tools You Must Know [2025]/Top 10 Deep Learning Algorithms in 2025/Top 10 Machine Learning Frameworks in 2025/Top 10 Java Frameworks in 2025/Top 7 Big Data Frameworks in 2025/Top 10 JavaScript Frameworks to Use in 2025/Top 10 Python REST API Frameworks in 2025/Top 10 Frameworks for Web Applications in 2025/Top 7 Progressive Web App Development Frameworks [2025]/Benefits of Progressive Web Apps for Business/7 Famous Apps Built on Node.js: Reasons and Benefits/Benefits of Using Modern Learning Apps/An Introduction to Freelancing: The Career Choice for Modern Millennials/How to get weighted random choice in Python?/Random sampling in numpy | random() function/Sampling Theory/Cluster Sampling in Pandas/Random sampling in numpy | random_sample() function/Python Random – random() Function/random.lognormvariate() function in Python/random.expovariate() function in Python/random.gammavariate() function in Python/random.gauss() function in Python/Python | random.sample() function/Wand sample() function – Python/Wand – blur() function in Python/Pgmagick blur() method – Python/Pgmagick wave() method – Python/Pgmagick flip() method – Python/Pgmagick swirl() method – Python/Node.js GM swirl() Function/Node.js assert.doesNotMatch() Function/Node.js assert.notDeepStrictEqual() Function/Node.js assert.notEqual() Function/Tensorflow.js tf.notEqual() Function/Tensorflow.js tf.tensor3d() Function/Tensorflow.js tf.print() Function/Tensorflow.js tf.Tensor class .print() Method/Tensorflow.js tf.Tensor .toString() Method/TensorFlow.js Tensor Random Complete Reference/Tensorflow.js tf.Tensor class .dataSync() Method/Tensorflow.js tf.Tensor Class/Tensorflow.js tf.TensorBuffer Class/Tensorflow.js tf.Sequential Class/How to check an array is associative or sequential in PHP?/Convert an object to associative array in PHP/How to Check if a Value Exists in an Associative Array in PHP?/Sort an Associative Array by Key in PHP/How to Get All Values from an Associative Array in PHP?/How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?/How to Get All Keys of an Associative Array in PHP?/PHP array_keys() Function/PHP decoct( ) Function/PHP | gmp_xor() Function/PHP hexdec( ) Function/PHP octdec( ) Function/PHP ord() Function/PHP IntlChar::ord() Function/PHP | IntlChar::isspace() Function/PHP | IntlChar::islower() Function/PHP | IntlChar::isULowercase() Function/PHP | IntlChar::isUWhiteSpace() Function/PHP IntlChar::charName() Function/PHP | IntlChar::charDigitValue() Function/PHP | IntlChar digit() function/PHP | IntlChar::forDigit() Function/PHP | IntlChar::isIDIgnorable() Function/PHP | IntlChar isdefined() Function/AngularJS angular.isDefined() Function/AngularJS angular.isFunction() Function/AngularJS angular.toJson() Function/ReactJS TestRenderer.toJSON() Method/Node.js URL.toJSON() Method/Mongoose Document.prototype.toJSON() API/Mongoose Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a multi-select using jQuery?/How to change a select’s options based on another dropdown using React?/Grouping Dropdown Options Using ReactJS/Primer CSS Dropdown Options/How to Select Multiple Options at once in Dropdown list in HTML?/Angular PrimeNG Form Dropdown Disabled Options Component/Angular PrimeNG Form Dropdown Custom Content Component/Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component | https://www.geeksforgeeks.org/angular-primeng-form-dropdown-advanced-with-templating-filtering-and-clear-icon-component?ref=asr10 | Languages | Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component | PHP | IntlChar::isUWhiteSpace() Function, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Benefits of Progressive Web Apps for Business, Mongoose Document Model.remove() API, PHP | IntlChar::isULowercase() Function, Pgmagick blur() method – Python, Mongoose Query.prototype.replaceOne() API, PHP | IntlChar::isspace() Function, PHP ord() Function, TensorFlow.js Tensor Random Complete Reference, PHP | IntlChar isdefined() Function, How to Check if a Value Exists in an Associative Array in PHP?, Top 10 Programming Languages of 2015, Top 10 Machine Learning Frameworks in 2025, How to populate virtuals to a mongoose model using Node.js ?, How to Populate Dropdown List with Array Values in PHP?, An Introduction to Freelancing: The Career Choice for Modern Millennials, Top 10 Java Frameworks in 2025, Tensorflow.js tf.Tensor class .print() Method, Pgmagick wave() method – Python, Top 7 Web Development Myths That You Must Know, Benefits of Using Modern Learning Apps, Node.js assert.notDeepStrictEqual() Function, Mongoose Query.prototype.remove() API, Mongoose count() Function, Mongoose Document Model.prototype.db API, AngularJS angular.isDefined() Function, 12 Things You Must Do to Get a Junior Web Developer Job in 2025, Top 7 Big Data Frameworks in 2025, Mongoose Query API.prototype.getUpdate() Method, Mongoose Query API.prototype.getOptions() Method, PHP IntlChar::charName() Function, Mongoose Document Model.inspect() API, Introduction to Programming Languages, random.gauss() function in Python, PHP array_keys() Function, Mongoose Query.prototype.update() API, Top 7 Database You Must Know For Software Development Projects, random.gammavariate() function in Python, Mongoose Model.create() API, Mongoose | estimatedDocumentCount() Function, PHP | IntlChar::isIDIgnorable() Function, Node.js URL.toJSON() Method, Python | random.sample() function, Mongoose Populate() Method, 7 Myths About Full Stack Development That You Must Know, How to get weighted random choice in Python?, random.lognormvariate() function in Python, PHP | IntlChar::islower() Function, Sort an Associative Array by Key in PHP, Mongoose Document.prototype.$isNew API, Wand sample() function – Python, Mongoose Queries Model.replaceOne() Function, PHP hexdec( ) Function, Node.js assert.doesNotMatch() Function, Top 10 Flutter Packages That You Must Know, Random sampling in numpy | random() function, Node.js GM swirl() Function, How does Query.prototype.comment() work in Mongoose ?, Cluster Sampling in Pandas, Pgmagick swirl() method – Python, Mongoose findOneAndUpdate() Method, Mongoose Document Model.prototype.schema API, Mongoose Query.prototype.limit() API, Tensorflow.js tf.notEqual() Function, ReactJS TestRenderer.toJSON() Method, Mongoose Document Model.prototype.modelName API, Node.js assert.notEqual() Function, Top 10 Advance Python Concepts That You Must Know, AngularJS angular.toJson() Function, PHP | IntlChar::forDigit() Function, Mongoose Query.prototype.findOneAndUpdate() API, Mongoose Document.prototype.directModifiedPaths() API, Top 7 Progressive Web App Development Frameworks [2025], 8 DevOps Best Practices That You Must Know, Wand – blur() function in Python, Top 10 Python REST API Frameworks in 2025, Top 10 JavaScript Frameworks to Use in 2025, How to Get All Keys of an Associative Array in PHP?, Tensorflow.js tf.Tensor .toString() Method, Top Dying Programming Languages in 2020, Top 10 Python Frameworks That You Must Know in 2024, PHP octdec( ) Function, Tensorflow.js tf.Sequential Class, PHP | IntlChar::charDigitValue() Function, Mongoose Document Model.bulkWrite() API, Mongoose Document Model.prototype.save() API, Top 10 Deep Learning Tools You Must Know [2025], 7 Famous Apps Built on Node.js: Reasons and Benefits, How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?, PHP IntlChar::ord() Function, Mongoose Document Model.listIndexes() API, Primer CSS Dropdown Options, Mongoose Query.prototype.setQuery() API, How does Query.prototype.getUpdate() work in Mongoose?, How to Get All Values from an Associative Array in PHP?, Top 10 DevOps Programming Languages You Must Know, Mongoose Query.prototype.elemMatch() API, Sampling Theory, Top 10 Backend Technologies You Must Know, Top 10 Programming Languages for Blockchain Development, Mongoose Document Model.exists() API, How to Select Multiple Options at once in Dropdown list in HTML?, How does Query.prototype.elemMatch() work in Mongoose ?, Mongoose Query.prototype.toConstructor() API, How to check an array is associative or sequential in PHP?, Tensorflow.js tf.Tensor class .dataSync() Method, AngularJS angular.isFunction() Function, Mongoose Document Model.prototype.collection API, Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component, Mongoose Document.prototype.toJSON() API, Mongoose Document Model.countDocuments() API, Tensorflow.js tf.tensor3d() Function, Mongoose | countDocuments() Function, Mongoose Document Model.count() API, Languages, Mongoose Document Model.estimatedDocumentCount() API, Mongoose Document Model.prototype.deleteOne() API, Top 10 Fastest Programming Languages, Mongoose | exists() Function, Mongoose Query API.prototype.writeConcern() Method, 7 VS Code Tricks That You Must Know, Mongoose | where() Function, Grouping Dropdown Options Using ReactJS, 5 Most Difficult Programming Languages of the World, Tensorflow.js tf.Tensor Class, Top Data Science Trends You Must Know in 2024, How to detect if a dropdown list is a multi-select using jQuery?, Angular PrimeNG Form Dropdown Disabled Options Component, Mongoose | replaceOne() Function, Tensorflow.js tf.print() Function, random.expovariate() function in Python, Top 5 Features of Java 17 That You Must Know, Random sampling in numpy | random_sample() function, Angular PrimeNG Form Dropdown Custom Content Component, PHP | IntlChar digit() function, Mongoose Document Model.populate() API, Mongoose Document Model.prototype.remove() API, Tensorflow.js tf.TensorBuffer Class, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0365260318, -0.0062616053, -0.0222476739, 0.0207613334, 0.0462030582, 0.0076846974, -0.0139067732, 0.0101592969, -0.00092649227, -0.0142072029, -0.000366643886, -0.035324309, -0.014120237, -0.052464664, 0.00568050938, -0.0154484557, -0.0528441556, 0.0144839156, -0.0185634457, -0.0221211761, -0.0364944078, 0.0156935435, -0.0494919829, 0.00765307341, 0.00609557796, 0.0568920635, 0.0210459512, 0.00970074441, -0.00497291656, 0.0488278717, 0.0292524491, -0.00779933576, 0.0247301795, -0.00378305325, -0.0727358237, 0.00586234918, -0.00465272088, 0.0209036432, -0.0188164413, 0.00357156596, -0.0139621152, -0.0175356586, -0.0117800403, 0.0244455617, -0.0149108432, -0.0268331934, 0.021267321, -0.0466457978, -0.0163971838, 0.0227852874, 0.00956634153, 0.0155117046, 0.0387713537, 0.0331738591, 0.0017917126, 0.0148080643, -0.0132584749, 0.0134719387, -0.00404790649, 0.0282720979, 0.0333319791, -0.0408901796, 0.00185199629, -0.0299798083, 0.0182472039, 0.0335849747, -0.00648692856, 0.0116061075, 0.00410720194, 0.00522195781, -0.00454994198, 0.0258212164, 0.00664505, -0.00519033335, -0.021125013, -0.0112977708, 0.0183420759, -0.0146499434, -0.0122702168, 0.0299956203, -0.00224334677, 0.0131952269, 0.0100011751, 0.00915522594, 0.021188261, 0.0263904538, 0.00811953098, -0.0471201614, 0.0173617247, 0.00858598948, 0.00221369881, -0.00509546045, 0.030248614, -0.0367790274, -0.026327204, 0.0419970304, 0.0198758543, -0.00564097939, -0.0406371877, 0.00823021587, -0.0264853258, 0.0255524106, -0.031323839, -0.00456970697, -0.00430485373, -0.00387002015, 0.0274498668, -0.0209352672, 0.0101513909, -0.0207455214, -0.0109024672, -0.0214412548, 0.0166818034, 0.0266434476, -0.0444004759, 0.0157488864, -0.0133138178, -0.0538245067, 0.0250464212, 0.00547495158, -0.00912360195, -0.0113135828, -0.00344111584, 0.0375063829, -0.049333863, 0.0464560539, -0.00857017748, -0.0218049344, 0.0274340548, -0.0107917823, -2.00585582e-05, -0.00820649788, -0.0156935435, 0.0103885727, 0.025283603, 0.0408269316, 0.0124678686, 0.00462504942, -0.0451594591, -0.000331807765, -0.0186108835, -0.0321460702, 0.00441553863, -0.0140095521, -0.00937659573, 0.0234493967, -0.0112582399, 0.089749679, 0.00387990265, 0.00212673214, -0.0484483801, -0.0518954284, 0.0346918255, 0.00100950594, 0.0392140932, -0.0246985555, -0.00488594966, -0.00302604726, -0.00406371849, -0.0134640327, -0.00136774965, 0.0166343655, 0.00416254438, -0.0195121747, -0.00887851417, 0.00499663455, 0.00481084222, -0.016207438, -0.0477842726, 0.0459500626, 0.0290310793, 0.0165553056, -0.00830137078, 0.000671521586, -0.0393722169, 0.00214056787, 0.0025180825, 0.00126991211, 0.00455784798, 0.0219788682, -0.0384551138, -0.0152270859, -0.00503616501, 0.0037356168, 0.0279558543, -0.00431671273, 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0.00339367939, 0.0052456758, -0.00972446334, 0.0109736221, -0.00055638951, 0.00564493239] |
01 Feb, 2023 | Angular PrimeNG OrganizationChart Templating
01 Feb, 2023
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. It provides a lot of templates, components, theme design, an extensive icon library, and much more. In this article, we will see the Angular PrimeNG OrganizationChart Templating.
The OrganizationChart Component visualizes the data in hierarchical organizational data. The data is arranged in the tree format. The component provides a lot of properties, styling, events, templates, etc. which can be modified to create many variations.
Templating: This component can be used to enable enhanced customization, where the type property in TreeNode API, can be used to match the pTemplate type, so templating can be done per node.
Angular PrimeNG OrganizationChart Templating:
pTemplate=”default”: By defining pTemplate as ‘default’, the property is applied to all nodes that don’t have a specified type attribute.
pTemplate=”customized”: By defining pTemplate as ‘customized’, the property is applied to all nodes that have a type attribute defined with any customized name.
Creating Angular application & Module Installation:
Create an Angular application using the following command.
ng new geeks_angular
After creating your project folder i.e. geeks_angular, move to it using the following command.
cd geeks_angular
Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project structure will look like the following:
Steps to run the application: Run the below command to see the output:
ng serve --save
Example 1: Below is the example that illustrates the use of the Angular PrimeNG OrganizationChart Templating using pTemplate=“default”.
app.component.html:
HTML
<h1 style="color: green; text-align:center;">
GeeksforGeeks
</h1>
<h3>Angular PrimeNG OrganizationChart Templating</h3>
<p-organizationChart [value]="GfG">
<ng-template let-node pTemplate="default">
<span style="color:green">
{{ node.label }}
</span>
</ng-template>
</p-organizationChart>
app.component.ts:
Javascript
import { Component } from '@angular/core';
import { TreeNode } from 'primeng/api';
import { MessageService } from 'primeng/api';
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
providers: [MessageService],
})
export class AppComponent {
GfG: TreeNode[];
constructor(
private messageService: MessageService
){}
ngOnInit() {
this.GfG = [
{
label: 'Data Structures and Algorithms',
expanded: true,
children: [
{
label: 'Data Structures',
expanded: true,
children: [
{
label: 'Queue',
},
{
label: 'Red-Black Tree',
},
],
},
{
label: 'Algorithms',
expanded: true,
children: [
{
label: 'Hashing',
},
{
label: 'Divide and Conquer',
},
],
},
],
},
];
}
}
app.module.ts:
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent }
from './app.component';
import { OrganizationChartModule }
from 'primeng/organizationchart';
import { ToastModule } from 'primeng/toast';
import { PanelModule } from 'primeng/panel';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
OrganizationChartModule,
ToastModule,
PanelModule,
FormsModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
Output:
Example 2: Below is another example that illustrates the use of the Angular PrimeNG OrganizationChart Templating using pTemplate=”gfg”.
app.component.html:
HTML
<h1 style="color: green; text-align:center;">
GeeksforGeeks
</h1>
<h3>Angular PrimeNG OrganizationChart Templating</h3>
<p-organizationChart [value]="GfG">
<ng-template let-node pTemplate="gfg">
<span style="border:2px solid green">
{{ node.label }}
</span>
</ng-template>
</p-organizationChart>
app.component.ts:
Javascript
import { Component } from '@angular/core';
import { TreeNode } from 'primeng/api';
import { MessageService } from 'primeng/api';
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
providers: [MessageService],
})
export class AppComponent {
GfG: TreeNode[];
constructor(
private messageService: MessageService
){}
ngOnInit() {
this.GfG = [
{
label: 'Data Structures and Algorithms',type: 'gfg',
expanded: true,
children: [
{
label: 'Data Structures', type: 'gfg',
expanded: true,
children: [
{
label: 'Queue', type: 'gfg'
},
{
label: 'Red-Black Tree', type: 'gfg'
},
],
},
{
label: 'Algorithms', type: 'gfg',
expanded: true,
children: [
{
label: 'Hashing', type: 'gfg'
},
{
label: 'Divide and Conquer', type: 'gfg'
},
],
},
],
},
];
}
}
app.module.ts:
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent }
from './app.component';
import { OrganizationChartModule }
from 'primeng/organizationchart';
import { ToastModule } from 'primeng/toast';
import { PanelModule } from 'primeng/panel';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
OrganizationChartModule,
ToastModule,
PanelModule,
FormsModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
Output:
Reference: https://primefaces.org/primeng/organizationchart
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Array by Key in PHP/How to Get All Values from an Associative Array in PHP?/How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?/How to Get All Keys of an Associative Array in PHP?/PHP array_keys() Function/PHP decoct( ) Function/PHP | gmp_xor() Function/PHP hexdec( ) Function/PHP octdec( ) Function/PHP ord() Function/PHP IntlChar::ord() Function/PHP | IntlChar::isspace() Function/PHP | IntlChar::islower() Function/PHP | IntlChar::isULowercase() Function/PHP | IntlChar::isUWhiteSpace() Function/PHP IntlChar::charName() Function/PHP | IntlChar::charDigitValue() Function/PHP | IntlChar digit() function/PHP | IntlChar::forDigit() Function/PHP | IntlChar::isIDIgnorable() Function/PHP | IntlChar isdefined() Function/AngularJS angular.isDefined() Function/AngularJS angular.isFunction() Function/AngularJS angular.toJson() Function/ReactJS TestRenderer.toJSON() Method/Node.js URL.toJSON() Method/Mongoose Document.prototype.toJSON() API/Mongoose Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a 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Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0367960371, -0.00526784407, -0.0202577449, 0.0274641886, 0.0573858768, 0.0209219344, 0.0186470877, 0.0138400253, -0.00734343287, -0.0194773246, 0.00249278196, -0.00420514261, -0.0119886, -0.0527697653, -0.00355755887, 0.00598184671, -0.035766542, -0.00846840162, -0.0172522925, -0.0350027271, -0.00788308587, -0.00619770773, -0.0456629507, -0.0191618353, 0.00226861844, 0.0220676586, 0.0369620845, 0.00662527885, -0.0302703846, 0.0360654294, 0.00170717167, -0.0021835193, 0.019859232, -0.0193610918, -0.0592123941, 0.0164137557, 0.0170032214, 0.0370617099, -0.025903346, 0.00473649334, -0.00539237913, 0.0088171009, 0.0298552681, 0.00856803, -0.00334584899, 0.0264014881, 0.00966394, -0.0333422571, 0.001902277, 0.00691586128, 0.0173187125, 0.0265177209, 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21 May, 2024 | Angular PrimeNG Form AutoComplete Templating Component
21 May, 2024
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. In this article, we will see the Form AutoComplete Templating Component in Angular PrimeNG.
The Form AutoComplete is an input field that facilitates real-time suggestions while the user enters the data in the input field. TheTemplating Component allows displaying custom content inside the suggestions panel.
Creating Angular application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Syntax:
<ng-template>...</ng-template>
Project Structure: It will look like the following:
Example 1: This code example describes the basic usage of the Form AutoComplete Templating Component in Angular PrimeNG.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">GeeksforGeeks</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form
AutoComplete Templating Component
</h4>
<h5>Dropdown and Templating</h5>
<p-autoComplete [(ngModel)]="selectedCountryAdvanced"
[suggestions]="filteredCountries"
(completeMethod)="filterCountry($event)"
field="name"
[dropdown]="true">
<ng-template let-country pTemplate="item">
<div class="country-item">
<div>{{ country.name }}</div>
</div>
</ng-template>
</p-autoComplete>
</div>
app.component.ts
Javascript
import { Component } from "@angular/core";
import { MenuItem } from "primeng/api";
import { SelectItem } from "primeng/api";
import { SelectItemGroup } from "primeng/api";
import { FilterService } from "primeng/api";
import { CountryService } from "./countryservice";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
providers: [CountryService, FilterService]
})
export class AppComponent {
selectedCountry: any;
countries: any[];
filteredCountries: any[];
selectedCountries: any[];
selectedCountryAdvanced: any[];
filteredBrands: any[];
groupedCities: SelectItemGroup[];
filteredGroups: any[];
constructor(
private countryService: CountryService,
private filterService: FilterService
) { }
ngOnInit() {
this.countryService.getCountries().then(countries => {
this.countries = countries;
});
}
filterCountry(event) {
let filtered: any[] = [];
let query = event.query;
for (let i = 0; i < this.countries.length; i++) {
let country = this.countries[i];
if (country.name.toLowerCase().indexOf(query.toLowerCase()) == 0) {
filtered.push(country);
}
}
this.filteredCountries = filtered;
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { HttpClientModule } from '@angular/common/http';
import { AppComponent } from './app.component';
import { AutoCompleteModule } from 'primeng/autocomplete';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
AutoCompleteModule,
FormsModule,
HttpClientModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
countryservice.ts
Javascript
import { HttpClient } from '@angular/common/http';
import { Injectable } from '@angular/core';
@Injectable()
export class CountryService {
constructor(private http: HttpClient) { }
getCountries() {
return this.http.get < any > ('assets/countries.json')
.toPromise()
.then(res => <any[] > res.data)
.then(data => { return data; });
}
}
countries.json
Javascript
{
"data": [
{ "name": "Mumbai" },
{ "name": "Dadar" },
{ "name": "Vasai" },
{ "name": "Naigaon" },
{ "name": "Virar" },
{ "name": "Andheri" },
{ "name": "Nallasopara" },
{ "name": "Malad" },
{ "name": "Dahisar" }
]
}
Output:
Example 2: This code example describes the basic usage of the Form AutoComplete Templating Component in Angular PrimeNG by disabling the dropdown input field.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">GeeksforGeeks</h1>
<h3>A computer science portal for geeks</h3>
<h4>
Angular PrimeNG Form AutoComplete
Templating Component
</h4>
<h5>Dropdown and Templating</h5>
<p-autoComplete [(ngModel)]="selectedCountryAdvanced"
[suggestions]="filteredCountries"
(completeMethod)="filterCountry($event)"
field="name"
[dropdown]="true"
disabled="true">
<ng-template let-country pTemplate="item">
<div class="country-item">
<div>{{ country.name }}</div>
</div>
</ng-template>
</p-autoComplete>
</div>
app.component.ts
Javascript
import { Component } from "@angular/core";
import { MenuItem } from "primeng/api";
import { SelectItem } from "primeng/api";
import { SelectItemGroup } from "primeng/api";
import { FilterService } from "primeng/api";
import { CountryService } from "./countryservice";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
providers: [CountryService, FilterService]
})
export class AppComponent {
selectedCountry: any;
countries: any[];
filteredCountries: any[];
selectedCountries: any[];
selectedCountryAdvanced: any[];
filteredBrands: any[];
groupedCities: SelectItemGroup[];
filteredGroups: any[];
constructor(
private countryService: CountryService,
private filterService: FilterService
) { }
ngOnInit() {
this.countryService.getCountries().then(countries => {
this.countries = countries;
});
}
filterCountry(event) {
let filtered: any[] = [];
let query = event.query;
for (let i = 0; i < this.countries.length; i++) {
let country = this.countries[i];
if (country.name.toLowerCase().indexOf(query.toLowerCase()) == 0) {
filtered.push(country);
}
}
this.filteredCountries = filtered;
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { HttpClientModule } from '@angular/common/http';
import { AppComponent } from './app.component';
import { AutoCompleteModule } from 'primeng/autocomplete';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
AutoCompleteModule,
FormsModule,
HttpClientModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
countryservice.ts
Javascript
import { HttpClient } from '@angular/common/http';
import { Injectable } from '@angular/core';
@Injectable()
export class CountryService {
constructor(private http: HttpClient) { }
getCountries() {
return this.http.get<any>('assets/countries.json')
.toPromise()
.then(res => <any[]>res.data)
.then(data => { return data; });
}
}
Output:
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21 May, 2024 | Angular PrimeNG Form AutoComplete Force Selection Component
21 May, 2024
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. This article will show us how to use TreeTable Column Resize in Angular PrimeNG.
Form AutoComplete Force Selection Component: It is used to validate the manual input to check whether it also exists in the suggestions list, if not the input value is cleared to make sure the value passed to the model is always one of the suggestions.
Syntax:
<p-autoComplete [forceSelection]="true">...</p-autoComplete>
Creating Angular application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure:
Example 1: In the below code, we will use the above syntax to demonstrate the use of the Form AutoComplete Force Selection Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">
GeeksforGeeks
</h1>
<h3>A computer science portal for geeks</h3>
<h2>
Angular PrimeNG Form AutoComplete
Objects Component
</h2>
<h3>forceSelection:false</h3>
<h5>Multiple</h5>
<span class="p-fluid">
<p-autoComplete
[(ngModel)]="selectedCountries"
[suggestions]="filteredCountries"
(completeMethod)="filterCountry($event)"
field="name"
[forceSelection]="false"
[multiple]="true">
</p-autoComplete>
</span>
</div>
app.component.ts
Javascript
import { Component } from "@angular/core";
import { MenuItem } from "primeng/api";
import { SelectItem } from "primeng/api";
import { SelectItemGroup } from "primeng/api";
import { FilterService } from "primeng/api";
import { CountryService } from "./countryservice";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
providers: [CountryService, FilterService]
})
export class AppComponent {
selectedCountry: any;
countries: any[];
filteredCountries: any[];
selectedCountries: any[];
selectedCountryAdvanced: any[];
filteredBrands: any[];
groupedCities: SelectItemGroup[];
filteredGroups: any[];
constructor(
private countryService: CountryService,
private filterService: FilterService
) { }
ngOnInit() {
this.countryService.getCountries()
.then(countries => {
this.countries = countries;
});
this.groupedCities = [
{
label: "Germany",
value: "de",
items: [
{ label: "Berlin", value: "Berlin" },
{ label: "Frankfurt", value: "Frankfurt" },
{ label: "Hamburg", value: "Hamburg" },
{ label: "Munich", value: "Munich" }
]
},
{
label: "USA",
value: "us",
items: [
{ label: "Chicago", value: "Chicago" },
{ label: "Los Angeles", value: "Los Angeles" },
{ label: "New York", value: "New York" },
{ label: "San Francisco", value: "San Francisco" }
]
},
{
label: "Japan",
value: "jp",
items: [
{ label: "Kyoto", value: "Kyoto" },
{ label: "Osaka", value: "Osaka" },
{ label: "Tokyo", value: "Tokyo" },
{ label: "Yokohama", value: "Yokohama" }
]
}
];
}
filterCountry(event) {
let filtered: any[] = [];
let query = event.query;
for (let i = 0; i < this.countries.length; i++) {
let country = this.countries[i];
if (country.name.toLowerCase()
.indexOf(query.toLowerCase()) == 0) {
filtered.push(country);
}
}
this.filteredCountries = filtered;
}
filterGroupedCity(event) {
let query = event.query;
let filteredGroups = [];
for (let optgroup of this.groupedCities) {
let filteredSubOptions = this.filterService.filter(
optgroup.items,
["label"],
query,
"contains"
);
if (filteredSubOptions && filteredSubOptions.length) {
filteredGroups.push({
label: optgroup.label,
value: optgroup.value,
items: filteredSubOptions
});
}
}
this.filteredGroups = filteredGroups;
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { HttpClientModule } from '@angular/common/http';
import { AppComponent } from './app.component';
import { AutoCompleteModule } from 'primeng/autocomplete';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
AutoCompleteModule,
FormsModule,
HttpClientModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
countryservice.ts
Javascript
import { HttpClient } from '@angular/common/http';
import { Injectable } from '@angular/core';
@Injectable()
export class CountryService {
constructor(private http: HttpClient) { }
getCountries() {
return this.http.get < any > ('assets/countries.json')
.toPromise()
.then(res => <any[] > res.data)
.then(data => { return data; });
}
}
countries.json
Javascript
{
"data": [
{"name": "Afghanistan", "code": "AF"},
{"name": "Åland Islands", "code": "AX"},
{"name": "Albania", "code": "AL"},
{"name": "Algeria", "code": "DZ"},
{"name": "American Samoa", "code": "AS"},
{"name": "Andorra", "code": "AD"},
{"name": "Angola", "code": "AO"},
{"name": "Anguilla", "code": "AI"},
{"name": "Antarctica", "code": "AQ"},
{"name": "Antigua and Barbuda", "code": "AG"},
{"name": "Argentina", "code": "AR"},
{"name": "Armenia", "code": "AM"},
{"name": "Aruba", "code": "AW"},
{"name": "Australia", "code": "AU"},
{"name": "Austria", "code": "AT"},
{"name": "Azerbaijan", "code": "AZ"},
{"name": "Bahamas", "code": "BS"},
{"name": "Bahrain", "code": "BH"},
{"name": "Bangladesh", "code": "BD"},
{"name": "Barbados", "code": "BB"},
{"name": "Belarus", "code": "BY"},
{"name": "Belgium", "code": "BE"},
{"name": "Belize", "code": "BZ"},
{"name": "Benin", "code": "BJ"},
{"name": "Bermuda", "code": "BM"},
{"name": "Bhutan", "code": "BT"},
{"name": "Bolivia", "code": "BO"},
{"name": "Bosnia and Herzegovina", "code": "BA"},
{"name": "Botswana", "code": "BW"},
{"name": "Bouvet Island", "code": "BV"},
{"name": "Brazil", "code": "BR"},
{"name": "British Indian Ocean Territory", "code": "IO"},
{"name": "Brunei Darussalam", "code": "BN"},
{"name": "Bulgaria", "code": "BG"},
{"name": "Burkina Faso", "code": "BF"},
{"name": "Burundi", "code": "BI"},
{"name": "Cambodia", "code": "KH"},
{"name": "Cameroon", "code": "CM"},
{"name": "Canada", "code": "CA"},
{"name": "Cape Verde", "code": "CV"},
{"name": "Cayman Islands", "code": "KY"},
{"name": "Central African Republic", "code": "CF"},
{"name": "Chad", "code": "TD"},
{"name": "Chile", "code": "CL"},
{"name": "China", "code": "CN"},
{"name": "Christmas Island", "code": "CX"},
{"name": "Cocos (Keeling) Islands", "code": "CC"},
{"name": "Colombia", "code": "CO"},
{"name": "Comoros", "code": "KM"},
{"name": "Congo", "code": "CG"},
{"name": "Congo, The Democratic Republic of the", "code": "CD"},
{"name": "Cook Islands", "code": "CK"},
{"name": "Costa Rica", "code": "CR"},
{"name": "Cote D\"Ivoire", "code": "CI"},
{"name": "Croatia", "code": "HR"},
{"name": "Cuba", "code": "CU"},
{"name": "Cyprus", "code": "CY"},
{"name": "Czech Republic", "code": "CZ"},
{"name": "Denmark", "code": "DK"},
{"name": "Djibouti", "code": "DJ"},
{"name": "Dominica", "code": "DM"},
{"name": "Dominican Republic", "code": "DO"},
{"name": "Ecuador", "code": "EC"},
{"name": "Egypt", "code": "EG"},
{"name": "El Salvador", "code": "SV"},
{"name": "Equatorial Guinea", "code": "GQ"},
{"name": "Eritrea", "code": "ER"},
{"name": "Estonia", "code": "EE"},
{"name": "Ethiopia", "code": "ET"},
{"name": "Falkland Islands (Malvinas)", "code": "FK"},
{"name": "Faroe Islands", "code": "FO"},
{"name": "Fiji", "code": "FJ"},
{"name": "Finland", "code": "FI"},
{"name": "France", "code": "FR"},
{"name": "French Guiana", "code": "GF"},
{"name": "French Polynesia", "code": "PF"},
{"name": "French Southern Territories", "code": "TF"},
{"name": "Gabon", "code": "GA"},
{"name": "Gambia", "code": "GM"},
{"name": "Georgia", "code": "GE"},
{"name": "Germany", "code": "DE"},
{"name": "Ghana", "code": "GH"},
{"name": "Gibraltar", "code": "GI"},
{"name": "Greece", "code": "GR"},
{"name": "Greenland", "code": "GL"},
{"name": "Grenada", "code": "GD"},
{"name": "Guadeloupe", "code": "GP"},
{"name": "Guam", "code": "GU"},
{"name": "Guatemala", "code": "GT"},
{"name": "Guernsey", "code": "GG"},
{"name": "Guinea", "code": "GN"},
{"name": "Guinea-Bissau", "code": "GW"},
{"name": "Guyana", "code": "GY"},
{"name": "Haiti", "code": "HT"},
{"name": "Heard Island and Mcdonald Islands", "code": "HM"},
{"name": "Holy See (Vatican City State)", "code": "VA"},
{"name": "Honduras", "code": "HN"},
{"name": "Hong Kong", "code": "HK"},
{"name": "Hungary", "code": "HU"},
{"name": "Iceland", "code": "IS"},
{"name": "India", "code": "IN"},
{"name": "Indonesia", "code": "ID"},
{"name": "Iran, Islamic Republic Of", "code": "IR"},
{"name": "Iraq", "code": "IQ"},
{"name": "Ireland", "code": "IE"},
{"name": "Isle of Man", "code": "IM"},
{"name": "Israel", "code": "IL"},
{"name": "Italy", "code": "IT"},
{"name": "Jamaica", "code": "JM"},
{"name": "Japan", "code": "JP"},
{"name": "Jersey", "code": "JE"},
{"name": "Jordan", "code": "JO"},
{"name": "Kazakhstan", "code": "KZ"},
{"name": "Kenya", "code": "KE"},
{"name": "Kiribati", "code": "KI"},
{"name": "Korea, Democratic People\"S Republic of", "code": "KP"},
{"name": "Korea, Republic of", "code": "KR"},
{"name": "Kuwait", "code": "KW"},
{"name": "Kyrgyzstan", "code": "KG"},
{"name": "Lao People\"S Democratic Republic", "code": "LA"},
{"name": "Latvia", "code": "LV"},
{"name": "Lebanon", "code": "LB"},
{"name": "Lesotho", "code": "LS"},
{"name": "Liberia", "code": "LR"},
{"name": "Libyan Arab Jamahiriya", "code": "LY"},
{"name": "Liechtenstein", "code": "LI"},
{"name": "Lithuania", "code": "LT"},
{"name": "Luxembourg", "code": "LU"},
{"name": "Macao", "code": "MO"},
{"name": "Macedonia, The Former Yugoslav Republic of", "code": "MK"},
{"name": "Madagascar", "code": "MG"},
{"name": "Malawi", "code": "MW"},
{"name": "Malaysia", "code": "MY"},
{"name": "Maldives", "code": "MV"},
{"name": "Mali", "code": "ML"},
{"name": "Malta", "code": "MT"},
{"name": "Marshall Islands", "code": "MH"},
{"name": "Martinique", "code": "MQ"},
{"name": "Mauritania", "code": "MR"},
{"name": "Mauritius", "code": "MU"},
{"name": "Mayotte", "code": "YT"},
{"name": "Mexico", "code": "MX"},
{"name": "Micronesia, Federated States of", "code": "FM"},
{"name": "Moldova, Republic of", "code": "MD"},
{"name": "Monaco", "code": "MC"},
{"name": "Mongolia", "code": "MN"},
{"name": "Montserrat", "code": "MS"},
{"name": "Morocco", "code": "MA"},
{"name": "Mozambique", "code": "MZ"},
{"name": "Myanmar", "code": "MM"},
{"name": "Namibia", "code": "NA"},
{"name": "Nauru", "code": "NR"},
{"name": "Nepal", "code": "NP"},
{"name": "Netherlands", "code": "NL"},
{"name": "Netherlands Antilles", "code": "AN"},
{"name": "New Caledonia", "code": "NC"},
{"name": "New Zealand", "code": "NZ"},
{"name": "Nicaragua", "code": "NI"},
{"name": "Niger", "code": "NE"},
{"name": "Nigeria", "code": "NG"},
{"name": "Niue", "code": "NU"},
{"name": "Norfolk Island", "code": "NF"},
{"name": "Northern Mariana Islands", "code": "MP"},
{"name": "Norway", "code": "NO"},
{"name": "Oman", "code": "OM"},
{"name": "Pakistan", "code": "PK"},
{"name": "Palau", "code": "PW"},
{"name": "Palestinian Territory, Occupied", "code": "PS"},
{"name": "Panama", "code": "PA"},
{"name": "Papua New Guinea", "code": "PG"},
{"name": "Paraguay", "code": "PY"},
{"name": "Peru", "code": "PE"},
{"name": "Philippines", "code": "PH"},
{"name": "Pitcairn", "code": "PN"},
{"name": "Poland", "code": "PL"},
{"name": "Portugal", "code": "PT"},
{"name": "Puerto Rico", "code": "PR"},
{"name": "Qatar", "code": "QA"},
{"name": "Reunion", "code": "RE"},
{"name": "Romania", "code": "RO"},
{"name": "Russian Federation", "code": "RU"},
{"name": "RWANDA", "code": "RW"},
{"name": "Saint Helena", "code": "SH"},
{"name": "Saint Kitts and Nevis", "code": "KN"},
{"name": "Saint Lucia", "code": "LC"},
{"name": "Saint Pierre and Miquelon", "code": "PM"},
{"name": "Saint Vincent and the Grenadines", "code": "VC"},
{"name": "Samoa", "code": "WS"},
{"name": "San Marino", "code": "SM"},
{"name": "Sao Tome and Principe", "code": "ST"},
{"name": "Saudi Arabia", "code": "SA"},
{"name": "Senegal", "code": "SN"},
{"name": "Serbia and Montenegro", "code": "CS"},
{"name": "Seychelles", "code": "SC"},
{"name": "Sierra Leone", "code": "SL"},
{"name": "Singapore", "code": "SG"},
{"name": "Slovakia", "code": "SK"},
{"name": "Slovenia", "code": "SI"},
{"name": "Solomon Islands", "code": "SB"},
{"name": "Somalia", "code": "SO"},
{"name": "South Africa", "code": "ZA"},
{"name": "South Georgia and the South Sandwich Islands", "code": "GS"},
{"name": "Spain", "code": "ES"},
{"name": "Sri Lanka", "code": "LK"},
{"name": "Sudan", "code": "SD"},
{"name": "Suriname", "code": "SR"},
{"name": "Svalbard and Jan Mayen", "code": "SJ"},
{"name": "Swaziland", "code": "SZ"},
{"name": "Sweden", "code": "SE"},
{"name": "Switzerland", "code": "CH"},
{"name": "Syrian Arab Republic", "code": "SY"},
{"name": "Taiwan, Republic of China", "code": "TW"},
{"name": "Tajikistan", "code": "TJ"},
{"name": "Tanzania, United Republic of", "code": "TZ"},
{"name": "Thailand", "code": "TH"},
{"name": "Timor-Leste", "code": "TL"},
{"name": "Togo", "code": "TG"},
{"name": "Tokelau", "code": "TK"},
{"name": "Tonga", "code": "TO"},
{"name": "Trinidad and Tobago", "code": "TT"},
{"name": "Tunisia", "code": "TN"},
{"name": "Turkey", "code": "TR"},
{"name": "Turkmenistan", "code": "TM"},
{"name": "Turks and Caicos Islands", "code": "TC"},
{"name": "Tuvalu", "code": "TV"},
{"name": "Uganda", "code": "UG"},
{"name": "Ukraine", "code": "UA"},
{"name": "United Arab Emirates", "code": "AE"},
{"name": "United Kingdom", "code": "GB"},
{"name": "United States", "code": "US"},
{"name": "United States Minor Outlying Islands", "code": "UM"},
{"name": "Uruguay", "code": "UY"},
{"name": "Uzbekistan", "code": "UZ"},
{"name": "Vanuatu", "code": "VU"},
{"name": "Venezuela", "code": "VE"},
{"name": "Viet Nam", "code": "VN"},
{"name": "Virgin Islands, British", "code": "VG"},
{"name": "Virgin Islands, U.S.", "code": "VI"},
{"name": "Wallis and Futuna", "code": "WF"},
{"name": "Western Sahara", "code": "EH"},
{"name": "Yemen", "code": "YE"},
{"name": "Zambia", "code": "ZM"},
{"name": "Zimbabwe", "code": "ZW"}
]
}
Output:
Example 2: In the below code, we will use the above syntax to demonstrate the use of the Form AutoComplete Force Selection Component.
app.component.html
HTML
<div style="text-align:center;">
<h1 style="color:green;">
GeeksforGeeks
</h1>
<h3>A computer science portal for geeks</h3>
<h2>
Angular PrimeNG Form AutoComplete
Objects Component
</h2>
<h3>forceSelection:true</h3>
<h5>Multiple</h5>
<span class="p-fluid">
<p-autoComplete
[(ngModel)]="selectedCountries"
[suggestions]="filteredCountries"
(completeMethod)="filterCountry($event)"
field="name"
[forceSelection]="true"
[multiple]="true">
</p-autoComplete>
</span>
</div>
app.component.ts
Javascript
import { Component } from "@angular/core";
import { MenuItem } from "primeng/api";
import { SelectItem } from "primeng/api";
import { SelectItemGroup } from "primeng/api";
import { FilterService } from "primeng/api";
import { CountryService } from "./countryservice";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
providers: [CountryService, FilterService]
})
export class AppComponent {
selectedCountry: any;
countries: any[];
filteredCountries: any[];
selectedCountries: any[];
selectedCountryAdvanced: any[];
filteredBrands: any[];
groupedCities: SelectItemGroup[];
filteredGroups: any[];
constructor(
private countryService: CountryService,
private filterService: FilterService
) { }
ngOnInit() {
this.countryService.getCountries()
.then(countries => {
this.countries = countries;
});
this.groupedCities = [
{
label: "Germany",
value: "de",
items: [
{ label: "Berlin", value: "Berlin" },
{ label: "Frankfurt", value: "Frankfurt" },
{ label: "Hamburg", value: "Hamburg" },
{ label: "Munich", value: "Munich" }
]
},
{
label: "USA",
value: "us",
items: [
{ label: "Chicago", value: "Chicago" },
{ label: "Los Angeles", value: "Los Angeles" },
{ label: "New York", value: "New York" },
{ label: "San Francisco", value: "San Francisco" }
]
},
{
label: "Japan",
value: "jp",
items: [
{ label: "Kyoto", value: "Kyoto" },
{ label: "Osaka", value: "Osaka" },
{ label: "Tokyo", value: "Tokyo" },
{ label: "Yokohama", value: "Yokohama" }
]
}
];
}
filterCountry(event) {
let filtered: any[] = [];
let query = event.query;
for (let i = 0; i < this.countries.length; i++) {
let country = this.countries[i];
if (country.name.toLowerCase()
.indexOf(query.toLowerCase()) == 0) {
filtered.push(country);
}
}
this.filteredCountries = filtered;
}
filterGroupedCity(event) {
let query = event.query;
let filteredGroups = [];
for (let optgroup of this.groupedCities) {
let filteredSubOptions = this.filterService.filter(
optgroup.items,
["label"],
query,
"contains"
);
if (filteredSubOptions && filteredSubOptions.length) {
filteredGroups.push({
label: optgroup.label,
value: optgroup.value,
items: filteredSubOptions
});
}
}
this.filteredGroups = filteredGroups;
}
}
app.module.ts
Javascript
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { HttpClientModule } from '@angular/common/http';
import { AppComponent } from './app.component';
import { AutoCompleteModule } from 'primeng/autocomplete';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
AutoCompleteModule,
FormsModule,
HttpClientModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule { }
countryservice.ts
Javascript
import { HttpClient } from '@angular/common/http';
import { Injectable } from '@angular/core';
@Injectable()
export class CountryService {
constructor(private http: HttpClient) { }
getCountries() {
return this.http.get < any > ('assets/countries.json')
.toPromise()
.then(res => <any[] > res.data)
.then(data => { return data; });
}
}
countries.json
Javascript
{
"data": [
{"name": "Afghanistan", "code": "AF"},
{"name": "Åland Islands", "code": "AX"},
{"name": "Albania", "code": "AL"},
{"name": "Algeria", "code": "DZ"},
{"name": "American Samoa", "code": "AS"},
{"name": "Andorra", "code": "AD"},
{"name": "Angola", "code": "AO"},
{"name": "Anguilla", "code": "AI"},
{"name": "Antarctica", "code": "AQ"},
{"name": "Antigua and Barbuda", "code": "AG"},
{"name": "Argentina", "code": "AR"},
{"name": "Armenia", "code": "AM"},
{"name": "Aruba", "code": "AW"},
{"name": "Australia", "code": "AU"},
{"name": "Austria", "code": "AT"},
{"name": "Azerbaijan", "code": "AZ"},
{"name": "Bahamas", "code": "BS"},
{"name": "Bahrain", "code": "BH"},
{"name": "Bangladesh", "code": "BD"},
{"name": "Barbados", "code": "BB"},
{"name": "Belarus", "code": "BY"},
{"name": "Belgium", "code": "BE"},
{"name": "Belize", "code": "BZ"},
{"name": "Benin", "code": "BJ"},
{"name": "Bermuda", "code": "BM"},
{"name": "Bhutan", "code": "BT"},
{"name": "Bolivia", "code": "BO"},
{"name": "Bosnia and Herzegovina", "code": "BA"},
{"name": "Botswana", "code": "BW"},
{"name": "Bouvet Island", "code": "BV"},
{"name": "Brazil", "code": "BR"},
{"name": "British Indian Ocean Territory", "code": "IO"},
{"name": "Brunei Darussalam", "code": "BN"},
{"name": "Bulgaria", "code": "BG"},
{"name": "Burkina Faso", "code": "BF"},
{"name": "Burundi", "code": "BI"},
{"name": "Cambodia", "code": "KH"},
{"name": "Cameroon", "code": "CM"},
{"name": "Canada", "code": "CA"},
{"name": "Cape Verde", "code": "CV"},
{"name": "Cayman Islands", "code": "KY"},
{"name": "Central African Republic", "code": "CF"},
{"name": "Chad", "code": "TD"},
{"name": "Chile", "code": "CL"},
{"name": "China", "code": "CN"},
{"name": "Christmas Island", "code": "CX"},
{"name": "Cocos (Keeling) Islands", "code": "CC"},
{"name": "Colombia", "code": "CO"},
{"name": "Comoros", "code": "KM"},
{"name": "Congo", "code": "CG"},
{"name": "Congo, The Democratic Republic of the", "code": "CD"},
{"name": "Cook Islands", "code": "CK"},
{"name": "Costa Rica", "code": "CR"},
{"name": "Cote D\"Ivoire", "code": "CI"},
{"name": "Croatia", "code": "HR"},
{"name": "Cuba", "code": "CU"},
{"name": "Cyprus", "code": "CY"},
{"name": "Czech Republic", "code": "CZ"},
{"name": "Denmark", "code": "DK"},
{"name": "Djibouti", "code": "DJ"},
{"name": "Dominica", "code": "DM"},
{"name": "Dominican Republic", "code": "DO"},
{"name": "Ecuador", "code": "EC"},
{"name": "Egypt", "code": "EG"},
{"name": "El Salvador", "code": "SV"},
{"name": "Equatorial Guinea", "code": "GQ"},
{"name": "Eritrea", "code": "ER"},
{"name": "Estonia", "code": "EE"},
{"name": "Ethiopia", "code": "ET"},
{"name": "Falkland Islands (Malvinas)", "code": "FK"},
{"name": "Faroe Islands", "code": "FO"},
{"name": "Fiji", "code": "FJ"},
{"name": "Finland", "code": "FI"},
{"name": "France", "code": "FR"},
{"name": "French Guiana", "code": "GF"},
{"name": "French Polynesia", "code": "PF"},
{"name": "French Southern Territories", "code": "TF"},
{"name": "Gabon", "code": "GA"},
{"name": "Gambia", "code": "GM"},
{"name": "Georgia", "code": "GE"},
{"name": "Germany", "code": "DE"},
{"name": "Ghana", "code": "GH"},
{"name": "Gibraltar", "code": "GI"},
{"name": "Greece", "code": "GR"},
{"name": "Greenland", "code": "GL"},
{"name": "Grenada", "code": "GD"},
{"name": "Guadeloupe", "code": "GP"},
{"name": "Guam", "code": "GU"},
{"name": "Guatemala", "code": "GT"},
{"name": "Guernsey", "code": "GG"},
{"name": "Guinea", "code": "GN"},
{"name": "Guinea-Bissau", "code": "GW"},
{"name": "Guyana", "code": "GY"},
{"name": "Haiti", "code": "HT"},
{"name": "Heard Island and Mcdonald Islands", "code": "HM"},
{"name": "Holy See (Vatican City State)", "code": "VA"},
{"name": "Honduras", "code": "HN"},
{"name": "Hong Kong", "code": "HK"},
{"name": "Hungary", "code": "HU"},
{"name": "Iceland", "code": "IS"},
{"name": "India", "code": "IN"},
{"name": "Indonesia", "code": "ID"},
{"name": "Iran, Islamic Republic Of", "code": "IR"},
{"name": "Iraq", "code": "IQ"},
{"name": "Ireland", "code": "IE"},
{"name": "Isle of Man", "code": "IM"},
{"name": "Israel", "code": "IL"},
{"name": "Italy", "code": "IT"},
{"name": "Jamaica", "code": "JM"},
{"name": "Japan", "code": "JP"},
{"name": "Jersey", "code": "JE"},
{"name": "Jordan", "code": "JO"},
{"name": "Kazakhstan", "code": "KZ"},
{"name": "Kenya", "code": "KE"},
{"name": "Kiribati", "code": "KI"},
{"name": "Korea, Democratic People\"S Republic of", "code": "KP"},
{"name": "Korea, Republic of", "code": "KR"},
{"name": "Kuwait", "code": "KW"},
{"name": "Kyrgyzstan", "code": "KG"},
{"name": "Lao People\"S Democratic Republic", "code": "LA"},
{"name": "Latvia", "code": "LV"},
{"name": "Lebanon", "code": "LB"},
{"name": "Lesotho", "code": "LS"},
{"name": "Liberia", "code": "LR"},
{"name": "Libyan Arab Jamahiriya", "code": "LY"},
{"name": "Liechtenstein", "code": "LI"},
{"name": "Lithuania", "code": "LT"},
{"name": "Luxembourg", "code": "LU"},
{"name": "Macao", "code": "MO"},
{"name": "Macedonia, The Former Yugoslav Republic of", "code": "MK"},
{"name": "Madagascar", "code": "MG"},
{"name": "Malawi", "code": "MW"},
{"name": "Malaysia", "code": "MY"},
{"name": "Maldives", "code": "MV"},
{"name": "Mali", "code": "ML"},
{"name": "Malta", "code": "MT"},
{"name": "Marshall Islands", "code": "MH"},
{"name": "Martinique", "code": "MQ"},
{"name": "Mauritania", "code": "MR"},
{"name": "Mauritius", "code": "MU"},
{"name": "Mayotte", "code": "YT"},
{"name": "Mexico", "code": "MX"},
{"name": "Micronesia, Federated States of", "code": "FM"},
{"name": "Moldova, Republic of", "code": "MD"},
{"name": "Monaco", "code": "MC"},
{"name": "Mongolia", "code": "MN"},
{"name": "Montserrat", "code": "MS"},
{"name": "Morocco", "code": "MA"},
{"name": "Mozambique", "code": "MZ"},
{"name": "Myanmar", "code": "MM"},
{"name": "Namibia", "code": "NA"},
{"name": "Nauru", "code": "NR"},
{"name": "Nepal", "code": "NP"},
{"name": "Netherlands", "code": "NL"},
{"name": "Netherlands Antilles", "code": "AN"},
{"name": "New Caledonia", "code": "NC"},
{"name": "New Zealand", "code": "NZ"},
{"name": "Nicaragua", "code": "NI"},
{"name": "Niger", "code": "NE"},
{"name": "Nigeria", "code": "NG"},
{"name": "Niue", "code": "NU"},
{"name": "Norfolk Island", "code": "NF"},
{"name": "Northern Mariana Islands", "code": "MP"},
{"name": "Norway", "code": "NO"},
{"name": "Oman", "code": "OM"},
{"name": "Pakistan", "code": "PK"},
{"name": "Palau", "code": "PW"},
{"name": "Palestinian Territory, Occupied", "code": "PS"},
{"name": "Panama", "code": "PA"},
{"name": "Papua New Guinea", "code": "PG"},
{"name": "Paraguay", "code": "PY"},
{"name": "Peru", "code": "PE"},
{"name": "Philippines", "code": "PH"},
{"name": "Pitcairn", "code": "PN"},
{"name": "Poland", "code": "PL"},
{"name": "Portugal", "code": "PT"},
{"name": "Puerto Rico", "code": "PR"},
{"name": "Qatar", "code": "QA"},
{"name": "Reunion", "code": "RE"},
{"name": "Romania", "code": "RO"},
{"name": "Russian Federation", "code": "RU"},
{"name": "RWANDA", "code": "RW"},
{"name": "Saint Helena", "code": "SH"},
{"name": "Saint Kitts and Nevis", "code": "KN"},
{"name": "Saint Lucia", "code": "LC"},
{"name": "Saint Pierre and Miquelon", "code": "PM"},
{"name": "Saint Vincent and the Grenadines", "code": "VC"},
{"name": "Samoa", "code": "WS"},
{"name": "San Marino", "code": "SM"},
{"name": "Sao Tome and Principe", "code": "ST"},
{"name": "Saudi Arabia", "code": "SA"},
{"name": "Senegal", "code": "SN"},
{"name": "Serbia and Montenegro", "code": "CS"},
{"name": "Seychelles", "code": "SC"},
{"name": "Sierra Leone", "code": "SL"},
{"name": "Singapore", "code": "SG"},
{"name": "Slovakia", "code": "SK"},
{"name": "Slovenia", "code": "SI"},
{"name": "Solomon Islands", "code": "SB"},
{"name": "Somalia", "code": "SO"},
{"name": "South Africa", "code": "ZA"},
{"name": "South Georgia and the South Sandwich Islands", "code": "GS"},
{"name": "Spain", "code": "ES"},
{"name": "Sri Lanka", "code": "LK"},
{"name": "Sudan", "code": "SD"},
{"name": "Suriname", "code": "SR"},
{"name": "Svalbard and Jan Mayen", "code": "SJ"},
{"name": "Swaziland", "code": "SZ"},
{"name": "Sweden", "code": "SE"},
{"name": "Switzerland", "code": "CH"},
{"name": "Syrian Arab Republic", "code": "SY"},
{"name": "Taiwan, Republic of China", "code": "TW"},
{"name": "Tajikistan", "code": "TJ"},
{"name": "Tanzania, United Republic of", "code": "TZ"},
{"name": "Thailand", "code": "TH"},
{"name": "Timor-Leste", "code": "TL"},
{"name": "Togo", "code": "TG"},
{"name": "Tokelau", "code": "TK"},
{"name": "Tonga", "code": "TO"},
{"name": "Trinidad and Tobago", "code": "TT"},
{"name": "Tunisia", "code": "TN"},
{"name": "Turkey", "code": "TR"},
{"name": "Turkmenistan", "code": "TM"},
{"name": "Turks and Caicos Islands", "code": "TC"},
{"name": "Tuvalu", "code": "TV"},
{"name": "Uganda", "code": "UG"},
{"name": "Ukraine", "code": "UA"},
{"name": "United Arab Emirates", "code": "AE"},
{"name": "United Kingdom", "code": "GB"},
{"name": "United States", "code": "US"},
{"name": "United States Minor Outlying Islands", "code": "UM"},
{"name": "Uruguay", "code": "UY"},
{"name": "Uzbekistan", "code": "UZ"},
{"name": "Vanuatu", "code": "VU"},
{"name": "Venezuela", "code": "VE"},
{"name": "Viet Nam", "code": "VN"},
{"name": "Virgin Islands, British", "code": "VG"},
{"name": "Virgin Islands, U.S.", "code": "VI"},
{"name": "Wallis and Futuna", "code": "WF"},
{"name": "Western Sahara", "code": "EH"},
{"name": "Yemen", "code": "YE"},
{"name": "Zambia", "code": "ZM"},
{"name": "Zimbabwe", "code": "ZW"}
]
}
Output:
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Take the Three 90 Challenge today. | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020/Top 10 Programming Languages of 2015/Top 10 Programming Languages for Blockchain Development/Top 10 Fastest Programming Languages/Top 10 DevOps Programming Languages You Must Know/Top 10 Backend Technologies You Must Know/Top 10 Python Developer Skills That You Must Know in 2024/Top 10 Flutter Packages That You Must Know/Top 5 Features of Java 17 That You Must Know/Top 10 Python Frameworks That You Must Know in 2024/Top 7 Web Development Myths That You Must Know/Top 10 Advance Python Concepts That You Must Know/Top Data Science Trends You Must Know in 2024/Top 7 Database You Must Know For Software Development Projects/7 Myths About Full Stack Development That You Must Know/7 VS Code Tricks That You Must Know/8 DevOps Best Practices That You Must Know/DevOps Prerequisites [2025] - Things to Learn Before DevOps/12 Things You Must Do to Get a Junior Web Developer Job in 2025/Top 10 Deep Learning Tools You Must Know [2025]/Top 10 Deep Learning Algorithms in 2025/Top 10 Machine Learning Frameworks in 2025/Top 10 Java Frameworks in 2025/Top 7 Big Data Frameworks in 2025/Top 10 JavaScript Frameworks to Use in 2025/Top 10 Python REST API Frameworks in 2025/Top 10 Frameworks for Web Applications in 2025/Top 7 Progressive Web App Development Frameworks [2025]/Benefits of Progressive Web Apps for Business/7 Famous Apps Built on Node.js: Reasons and Benefits/Benefits of Using Modern Learning Apps/An Introduction to Freelancing: The Career Choice for Modern Millennials/How to get weighted random choice in Python?/Random sampling in numpy | random() function/Sampling Theory/Cluster Sampling in Pandas/Random sampling in numpy | random_sample() function/Python Random – random() Function/random.lognormvariate() function in Python/random.expovariate() function in Python/random.gammavariate() function in Python/random.gauss() function in Python/Python | random.sample() function/Wand sample() function – Python/Wand – blur() function in Python/Pgmagick blur() method – Python/Pgmagick wave() method – Python/Pgmagick flip() method – Python/Pgmagick swirl() method – Python/Node.js GM swirl() Function/Node.js assert.doesNotMatch() Function/Node.js assert.notDeepStrictEqual() Function/Node.js assert.notEqual() Function/Tensorflow.js tf.notEqual() Function/Tensorflow.js tf.tensor3d() Function/Tensorflow.js tf.print() Function/Tensorflow.js tf.Tensor class .print() Method/Tensorflow.js tf.Tensor .toString() Method/TensorFlow.js Tensor Random Complete Reference/Tensorflow.js tf.Tensor class .dataSync() Method/Tensorflow.js tf.Tensor Class/Tensorflow.js tf.TensorBuffer Class/Tensorflow.js tf.Sequential Class/How to check an array is associative or sequential in PHP?/Convert an object to associative array in PHP/How to Check if a Value Exists in an Associative Array in PHP?/Sort an Associative Array by Key in PHP/How to Get All Values from an Associative Array in PHP?/How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?/How to Get All Keys of an Associative Array in PHP?/PHP array_keys() Function/PHP decoct( ) Function/PHP | gmp_xor() Function/PHP hexdec( ) Function/PHP octdec( ) Function/PHP ord() Function/PHP IntlChar::ord() Function/PHP | IntlChar::isspace() Function/PHP | IntlChar::islower() Function/PHP | IntlChar::isULowercase() Function/PHP | IntlChar::isUWhiteSpace() Function/PHP IntlChar::charName() Function/PHP | IntlChar::charDigitValue() Function/PHP | IntlChar digit() function/PHP | IntlChar::forDigit() Function/PHP | IntlChar::isIDIgnorable() Function/PHP | IntlChar isdefined() Function/AngularJS angular.isDefined() Function/AngularJS angular.isFunction() Function/AngularJS angular.toJson() Function/ReactJS TestRenderer.toJSON() Method/Node.js URL.toJSON() Method/Mongoose Document.prototype.toJSON() API/Mongoose Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a multi-select using jQuery?/How to change a select’s options based on another dropdown using React?/Grouping Dropdown Options Using ReactJS/Primer CSS Dropdown Options/How to Select Multiple Options at once in Dropdown list in HTML?/Angular PrimeNG Form Dropdown Disabled Options Component/Angular PrimeNG Form Dropdown Custom Content Component/Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component/Angular PrimeNG OrganizationChart Templating/Angular PrimeNG Form AutoComplete Templating Component/Angular PrimeNG Form AutoComplete Force Selection Component | https://www.geeksforgeeks.org/angular-primeng-form-autocomplete-force-selection-component?ref=asr10 | Languages | Angular PrimeNG Form AutoComplete Force Selection Component | PHP | IntlChar::isUWhiteSpace() Function, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Benefits of Progressive Web Apps for Business, Mongoose Document Model.remove() API, PHP | IntlChar::isULowercase() Function, Pgmagick blur() method – Python, Mongoose Query.prototype.replaceOne() API, PHP | IntlChar::isspace() Function, PHP ord() Function, TensorFlow.js Tensor Random Complete Reference, PHP | IntlChar isdefined() Function, How to Check if a Value Exists in an Associative Array in PHP?, Top 10 Programming Languages of 2015, Top 10 Machine Learning Frameworks in 2025, How to populate virtuals to a mongoose model using Node.js ?, Angular PrimeNG OrganizationChart Templating, How to Populate Dropdown List with Array Values in PHP?, An Introduction to Freelancing: The Career Choice for Modern Millennials, Top 10 Java Frameworks in 2025, Tensorflow.js tf.Tensor class .print() Method, Pgmagick wave() method – Python, Top 7 Web Development Myths That You Must Know, Benefits of Using Modern Learning Apps, Node.js assert.notDeepStrictEqual() Function, Mongoose Query.prototype.remove() API, Mongoose count() Function, Mongoose Document Model.prototype.db API, AngularJS angular.isDefined() Function, 12 Things You Must Do to Get a Junior Web Developer Job in 2025, Top 7 Big Data Frameworks in 2025, Mongoose Query API.prototype.getUpdate() Method, Mongoose Query API.prototype.getOptions() Method, PHP IntlChar::charName() Function, Mongoose Document Model.inspect() API, Introduction to Programming Languages, random.gauss() function in Python, PHP array_keys() Function, Mongoose Query.prototype.update() API, Top 7 Database You Must Know For Software Development Projects, random.gammavariate() function in Python, Mongoose Model.create() API, Mongoose | estimatedDocumentCount() Function, PHP | IntlChar::isIDIgnorable() Function, Node.js URL.toJSON() Method, Python | random.sample() function, Mongoose Populate() Method, 7 Myths About Full Stack Development That You Must Know, How to get weighted random choice in Python?, random.lognormvariate() function in Python, PHP | IntlChar::islower() Function, Sort an Associative Array by Key in PHP, Mongoose Document.prototype.$isNew API, Wand sample() function – Python, Mongoose Queries Model.replaceOne() Function, PHP hexdec( ) Function, Angular PrimeNG Form AutoComplete Force Selection Component, Node.js assert.doesNotMatch() Function, Top 10 Flutter Packages That You Must Know, Random sampling in numpy | random() function, Node.js GM swirl() Function, How does Query.prototype.comment() work in Mongoose ?, Cluster Sampling in Pandas, Pgmagick swirl() method – Python, Mongoose findOneAndUpdate() Method, Mongoose Document Model.prototype.schema API, Mongoose Query.prototype.limit() API, Tensorflow.js tf.notEqual() Function, ReactJS TestRenderer.toJSON() Method, Mongoose Document Model.prototype.modelName API, Node.js assert.notEqual() Function, Top 10 Advance Python Concepts That You Must Know, AngularJS angular.toJson() Function, PHP | IntlChar::forDigit() Function, Mongoose Query.prototype.findOneAndUpdate() API, Mongoose Document.prototype.directModifiedPaths() API, Top 7 Progressive Web App Development Frameworks [2025], 8 DevOps Best Practices That You Must Know, Wand – blur() function in Python, Top 10 Python REST API Frameworks in 2025, Top 10 JavaScript Frameworks to Use in 2025, How to Get All Keys of an Associative Array in PHP?, Tensorflow.js tf.Tensor .toString() Method, Top Dying Programming Languages in 2020, Top 10 Python Frameworks That You Must Know in 2024, PHP octdec( ) Function, Tensorflow.js tf.Sequential Class, PHP | IntlChar::charDigitValue() Function, Mongoose Document Model.bulkWrite() API, Mongoose Document Model.prototype.save() API, Top 10 Deep Learning Tools You Must Know [2025], 7 Famous Apps Built on Node.js: Reasons and Benefits, How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?, PHP IntlChar::ord() Function, Mongoose Document Model.listIndexes() API, Primer CSS Dropdown Options, Mongoose Query.prototype.setQuery() API, How does Query.prototype.getUpdate() work in Mongoose?, How to Get All Values from an Associative Array in PHP?, Top 10 DevOps Programming Languages You Must Know, Mongoose Query.prototype.elemMatch() API, Sampling Theory, Top 10 Backend Technologies You Must Know, Top 10 Programming Languages for Blockchain Development, Mongoose Document Model.exists() API, Angular PrimeNG Form AutoComplete Templating Component, How to Select Multiple Options at once in Dropdown list in HTML?, How does Query.prototype.elemMatch() work in Mongoose ?, Mongoose Query.prototype.toConstructor() API, How to check an array is associative or sequential in PHP?, Tensorflow.js tf.Tensor class .dataSync() Method, AngularJS angular.isFunction() Function, Mongoose Document Model.prototype.collection API, Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component, Mongoose Document.prototype.toJSON() API, Mongoose Document Model.countDocuments() API, Tensorflow.js tf.tensor3d() Function, Mongoose | countDocuments() Function, Mongoose Document Model.count() API, Languages, Mongoose Document Model.estimatedDocumentCount() API, Mongoose Document Model.prototype.deleteOne() API, Top 10 Fastest Programming Languages, Mongoose | exists() Function, Mongoose Query API.prototype.writeConcern() Method, 7 VS Code Tricks That You Must Know, Mongoose | where() Function, Grouping Dropdown Options Using ReactJS, 5 Most Difficult Programming Languages of the World, Tensorflow.js tf.Tensor Class, Top Data Science Trends You Must Know in 2024, How to detect if a dropdown list is a multi-select using jQuery?, Angular PrimeNG Form Dropdown Disabled Options Component, Mongoose | replaceOne() Function, Tensorflow.js tf.print() Function, random.expovariate() function in Python, Top 5 Features of Java 17 That You Must Know, Random sampling in numpy | random_sample() function, Angular PrimeNG Form Dropdown Custom Content Component, PHP | IntlChar digit() function, Mongoose Document Model.populate() API, Mongoose Document Model.prototype.remove() API, Tensorflow.js tf.TensorBuffer Class, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | null |
07 Oct, 2022 | Angular PrimeNG Form Calendar Selection Mode Component
07 Oct, 2022
Angular PrimeNG is a collection of UI components for the Angular framework developed and maintained by Google. It enables developers to develop scalable and responsive interfaces in less time and hence increases productivity. In this article, we will see Angular PrimeNG Form Calendar Selection Mode Component.
The Calendar Component is used to input the user’s date and time. Users can select only one date by default but multiple dates can be selected by setting the selectionMode property to multiple. Here, the values will be stored in a Date array whose length can be controlled using the maxDateCount property. The third selection mode is the range mode where a start and end date can be selected which will be stored in a Date Array of length 2.
Angular PrimeNG Form Calendar Selection Mode Properties:
selectionMode: It specifies the selection mode of the calendar. It can be set to “multiple” and “range”.
maxDateCount: When the calendar is in the “multiple” mode, this property is used to restrict the length of the Date array.
Syntax:
<p-calendar
placeholder="Select the Date"
selectionMode="..."
[maxDateCount]="..."
[(ngModel)]="....">
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
Example 1: In this example, we set the selectionMode property to “multiple” and the maxDateCount property to 4.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar
Selection Mode Component</h4>
<p-calendar
placeholder="Select the Date"
selectionMode="multiple"
[maxDateCount]="4"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: In this example, we set the selectionMode to “range” that has a start date and an end date.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar
Selection Mode Component</h4>
<p-calendar
placeholder="Select the Range"
selectionMode="range"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
Ready to go from coding beginner to development pro? Our DSA to Development Coding Guide has everything you need to crush coding interviews and ace real-world projects! Limited spots available!Enroll Now and Transform Your Coding Skills! Also get 90% fee refund on completing 90% of the course in 90 days! Take the Three 90 Challenge today. | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020/Top 10 Programming Languages of 2015/Top 10 Programming Languages for Blockchain Development/Top 10 Fastest Programming Languages/Top 10 DevOps Programming Languages You Must Know/Top 10 Backend Technologies You Must Know/Top 10 Python Developer Skills That You Must Know in 2024/Top 10 Flutter Packages That You Must Know/Top 5 Features of Java 17 That You Must Know/Top 10 Python Frameworks That You Must Know in 2024/Top 7 Web Development Myths That You Must Know/Top 10 Advance Python Concepts That You Must Know/Top Data Science Trends You Must Know in 2024/Top 7 Database You Must Know For Software Development Projects/7 Myths About Full Stack Development That You Must Know/7 VS Code Tricks That You Must Know/8 DevOps Best Practices That You Must Know/DevOps Prerequisites [2025] - Things to Learn Before DevOps/12 Things You Must Do to Get a Junior Web Developer Job in 2025/Top 10 Deep Learning Tools You Must Know [2025]/Top 10 Deep Learning Algorithms in 2025/Top 10 Machine Learning Frameworks in 2025/Top 10 Java Frameworks in 2025/Top 7 Big Data Frameworks in 2025/Top 10 JavaScript Frameworks to Use in 2025/Top 10 Python REST API Frameworks in 2025/Top 10 Frameworks for Web Applications in 2025/Top 7 Progressive Web App Development Frameworks [2025]/Benefits of Progressive Web Apps for Business/7 Famous Apps Built on Node.js: Reasons and Benefits/Benefits of Using Modern Learning Apps/An Introduction to Freelancing: The Career Choice for Modern Millennials/How to get weighted random choice in Python?/Random sampling in numpy | random() function/Sampling Theory/Cluster Sampling in Pandas/Random sampling in numpy | random_sample() function/Python Random – random() Function/random.lognormvariate() function in Python/random.expovariate() function in Python/random.gammavariate() function in Python/random.gauss() function in Python/Python | random.sample() function/Wand sample() function – Python/Wand – blur() function in Python/Pgmagick blur() method – Python/Pgmagick wave() method – Python/Pgmagick flip() method – Python/Pgmagick swirl() method – Python/Node.js GM swirl() Function/Node.js assert.doesNotMatch() Function/Node.js assert.notDeepStrictEqual() Function/Node.js assert.notEqual() Function/Tensorflow.js tf.notEqual() Function/Tensorflow.js tf.tensor3d() Function/Tensorflow.js tf.print() Function/Tensorflow.js tf.Tensor class .print() Method/Tensorflow.js tf.Tensor .toString() Method/TensorFlow.js Tensor Random Complete Reference/Tensorflow.js tf.Tensor class .dataSync() Method/Tensorflow.js tf.Tensor Class/Tensorflow.js tf.TensorBuffer Class/Tensorflow.js tf.Sequential Class/How to check an array is associative or sequential in PHP?/Convert an object to associative array in PHP/How to Check if a Value Exists in an Associative Array in PHP?/Sort an Associative Array by Key in PHP/How to Get All Values from an Associative Array in PHP?/How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?/How to Get All Keys of an Associative Array in PHP?/PHP array_keys() Function/PHP decoct( ) Function/PHP | gmp_xor() Function/PHP hexdec( ) Function/PHP octdec( ) Function/PHP ord() Function/PHP IntlChar::ord() Function/PHP | IntlChar::isspace() Function/PHP | IntlChar::islower() Function/PHP | IntlChar::isULowercase() Function/PHP | IntlChar::isUWhiteSpace() Function/PHP IntlChar::charName() Function/PHP | IntlChar::charDigitValue() Function/PHP | IntlChar digit() function/PHP | IntlChar::forDigit() Function/PHP | IntlChar::isIDIgnorable() Function/PHP | IntlChar isdefined() Function/AngularJS angular.isDefined() Function/AngularJS angular.isFunction() Function/AngularJS angular.toJson() Function/ReactJS TestRenderer.toJSON() Method/Node.js URL.toJSON() Method/Mongoose Document.prototype.toJSON() API/Mongoose Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a multi-select using jQuery?/How to change a select’s options based on another dropdown using React?/Grouping Dropdown Options Using ReactJS/Primer CSS Dropdown Options/How to Select Multiple Options at once in Dropdown list in HTML?/Angular PrimeNG Form Dropdown Disabled Options Component/Angular PrimeNG Form Dropdown Custom Content Component/Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component/Angular PrimeNG OrganizationChart Templating/Angular PrimeNG Form AutoComplete Templating Component/Angular PrimeNG Form AutoComplete Force Selection Component/Angular PrimeNG Form Calendar Selection Mode Component | https://www.geeksforgeeks.org/angular-primeng-form-calendar-selection-mode-component?ref=asr10 | Languages | Angular PrimeNG Form Calendar Selection Mode Component | PHP | IntlChar::isUWhiteSpace() Function, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Benefits of Progressive Web Apps for Business, Mongoose Document Model.remove() API, PHP | IntlChar::isULowercase() Function, Pgmagick blur() method – Python, Mongoose Query.prototype.replaceOne() API, PHP | IntlChar::isspace() Function, PHP ord() Function, TensorFlow.js Tensor Random Complete Reference, PHP | IntlChar isdefined() Function, How to Check if a Value Exists in an Associative Array in PHP?, Top 10 Programming Languages of 2015, Top 10 Machine Learning Frameworks in 2025, How to populate virtuals to a mongoose model using Node.js ?, Angular PrimeNG OrganizationChart Templating, How to Populate Dropdown List with Array Values in PHP?, An Introduction to Freelancing: The Career Choice for Modern Millennials, Top 10 Java Frameworks in 2025, Tensorflow.js tf.Tensor class .print() Method, Pgmagick wave() method – Python, Top 7 Web Development Myths That You Must Know, Benefits of Using Modern Learning Apps, Node.js assert.notDeepStrictEqual() Function, Mongoose Query.prototype.remove() API, Mongoose count() Function, Mongoose Document Model.prototype.db API, AngularJS angular.isDefined() Function, 12 Things You Must Do to Get a Junior Web Developer Job in 2025, Top 7 Big Data Frameworks in 2025, Mongoose Query API.prototype.getUpdate() Method, Mongoose Query API.prototype.getOptions() Method, PHP IntlChar::charName() Function, Mongoose Document Model.inspect() API, Introduction to Programming Languages, random.gauss() function in Python, PHP array_keys() Function, Mongoose Query.prototype.update() API, Top 7 Database You Must Know For Software Development Projects, random.gammavariate() function in Python, Mongoose Model.create() API, Mongoose | estimatedDocumentCount() Function, PHP | IntlChar::isIDIgnorable() Function, Node.js URL.toJSON() Method, Python | random.sample() function, Mongoose Populate() Method, 7 Myths About Full Stack Development That You Must Know, How to get weighted random choice in Python?, random.lognormvariate() function in Python, PHP | IntlChar::islower() Function, Sort an Associative Array by Key in PHP, Mongoose Document.prototype.$isNew API, Wand sample() function – Python, Mongoose Queries Model.replaceOne() Function, PHP hexdec( ) Function, Angular PrimeNG Form AutoComplete Force Selection Component, Node.js assert.doesNotMatch() Function, Top 10 Flutter Packages That You Must Know, Random sampling in numpy | random() function, Angular PrimeNG Form Calendar Selection Mode Component, Node.js GM swirl() Function, How does Query.prototype.comment() work in Mongoose ?, Cluster Sampling in Pandas, Pgmagick swirl() method – Python, Mongoose findOneAndUpdate() Method, Mongoose Document Model.prototype.schema API, Mongoose Query.prototype.limit() API, Tensorflow.js tf.notEqual() Function, ReactJS TestRenderer.toJSON() Method, Mongoose Document Model.prototype.modelName API, Node.js assert.notEqual() Function, Top 10 Advance Python Concepts That You Must Know, AngularJS angular.toJson() Function, PHP | IntlChar::forDigit() Function, Mongoose Query.prototype.findOneAndUpdate() API, Mongoose Document.prototype.directModifiedPaths() API, Top 7 Progressive Web App Development Frameworks [2025], 8 DevOps Best Practices That You Must Know, Wand – blur() function in Python, Top 10 Python REST API Frameworks in 2025, Top 10 JavaScript Frameworks to Use in 2025, How to Get All Keys of an Associative Array in PHP?, Tensorflow.js tf.Tensor .toString() Method, Top Dying Programming Languages in 2020, Top 10 Python Frameworks That You Must Know in 2024, PHP octdec( ) Function, Tensorflow.js tf.Sequential Class, PHP | IntlChar::charDigitValue() Function, Mongoose Document Model.bulkWrite() API, Mongoose Document Model.prototype.save() API, Top 10 Deep Learning Tools You Must Know [2025], 7 Famous Apps Built on Node.js: Reasons and Benefits, How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?, PHP IntlChar::ord() Function, Mongoose Document Model.listIndexes() API, Primer CSS Dropdown Options, Mongoose Query.prototype.setQuery() API, How does Query.prototype.getUpdate() work in Mongoose?, How to Get All Values from an Associative Array in PHP?, Top 10 DevOps Programming Languages You Must Know, Mongoose Query.prototype.elemMatch() API, Sampling Theory, Top 10 Backend Technologies You Must Know, Top 10 Programming Languages for Blockchain Development, Mongoose Document Model.exists() API, Angular PrimeNG Form AutoComplete Templating Component, How to Select Multiple Options at once in Dropdown list in HTML?, How does Query.prototype.elemMatch() work in Mongoose ?, Mongoose Query.prototype.toConstructor() API, How to check an array is associative or sequential in PHP?, Tensorflow.js tf.Tensor class .dataSync() Method, AngularJS angular.isFunction() Function, Mongoose Document Model.prototype.collection API, Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component, Mongoose Document.prototype.toJSON() API, Mongoose Document Model.countDocuments() API, Tensorflow.js tf.tensor3d() Function, Mongoose | countDocuments() Function, Mongoose Document Model.count() API, Languages, Mongoose Document Model.estimatedDocumentCount() API, Mongoose Document Model.prototype.deleteOne() API, Top 10 Fastest Programming Languages, Mongoose | exists() Function, Mongoose Query API.prototype.writeConcern() Method, 7 VS Code Tricks That You Must Know, Mongoose | where() Function, Grouping Dropdown Options Using ReactJS, 5 Most Difficult Programming Languages of the World, Tensorflow.js tf.Tensor Class, Top Data Science Trends You Must Know in 2024, How to detect if a dropdown list is a multi-select using jQuery?, Angular PrimeNG Form Dropdown Disabled Options Component, Mongoose | replaceOne() Function, Tensorflow.js tf.print() Function, random.expovariate() function in Python, Top 5 Features of Java 17 That You Must Know, Random sampling in numpy | random_sample() function, Angular PrimeNG Form Dropdown Custom Content Component, PHP | IntlChar digit() function, Mongoose Document Model.populate() API, Mongoose Document Model.prototype.remove() API, Tensorflow.js tf.TensorBuffer Class, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.040908929, -0.00759014767, -0.0182709415, 0.0168580748, 0.0421612412, 0.0336840376, -0.0245164577, 0.0251747258, 0.00373687339, 0.00245445548, 0.0240508541, 0.00604883768, 0.0164245814, -0.0578312241, -0.00422254624, -0.0125552518, -0.047363162, -0.0106446706, 0.00295819086, 0.0034017188, -0.0344546959, 0.0269889757, -0.0258008819, 0.0177090056, 0.0109256385, 0.0400740542, 0.016312195, 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07 Oct, 2022 | Angular PrimeNG Form Calendar Disable specific dates and/or days Component
07 Oct, 2022
Angular PrimeNG is a collection of Interactive UI components for Angular applications. Developers can use these components to make beautiful and responsive web interfaces in no time as most of the components have all the necessary functions implemented. In this article, we will be discussing the Angular PrimeNG Form Calendar Disable specific dates and/or days Component.
The Calendar Component is used for date and time input from the user. To disable specific dates and/or dates first set the readonlyInput to true so that the user cannot enter the dates using the keyboard. Now disable the dates using the disabledDates property and/or disable days using the disabledDays property.
Angular PrimeNG Form Calendar Disable specific dates and/or days Properties:
readonlyInput: This property is used to disable the manual entering of the date by the user.
disabledDates: It specifies the disabled dates which cannot be selected. It accepts an array of type Date and the default value is null.
disabledDays: It specifies the disabled days in a calendar. It accepts an array of type Number (weekday numbers). The default value is null.
Syntax:
<p-calendar
[(ngModel)]="..."
[disabledDates]="..."
[disabledDays]="[0,1]"
[readonlyInput]="true">
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
Example 1: In this example, we disabled “10/2/2022”, “10/4/2022”, and “10/6/2022” so these dates cannot be selected by the user.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar Disable
specific dates and/or days Component</h4>
<p-calendar
[(ngModel)]="calendarVal"
[disabledDates]="disabledDatesArr"
[readonlyInput]="true">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
disabledDatesArr = [
new Date("10/2/2022"),
new Date("10/4/2022"),
new Date("10/6/2022")
];
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: In this example, we set the disabledDays to [0, 2, 4] to disable the selection of Sundays, Tuesdays, and Thursdays.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar Disable
specific dates and/or days Component</h4>
<p-calendar
[(ngModel)]="calendarVal"
[disabledDays]="[0,2,4]"
[readonlyInput]="true">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
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07 Oct, 2022 | Angular PrimeNG Form Calendar Custom Content Component
07 Oct, 2022
Angular PrimeNG is a collection of UI components for the Angular framework developed and maintained by Google. It enables developers to develop scalable and responsive interfaces in less time and hence increases productivity. In this article, we will see Angular PrimeNG Form Calendar Custom Content Component.
The Calendar Component is used to input the user’s date and time. Custom content can be added to the calendar by using the header and footer templates provided by the calendar component.
Angular PrimeNG Form Calendar Custom Content Properties:
inline: This property is used to show the calendar in inline mode.
Angular PrimeNG Form Calendar Custom Content Templates:
header: This template is used to add content to the top of the calendar UI.
footer: This template is used to add content to the bottom of the calendar UI.
Syntax:
<p-calendar [(ngModel)]="...">
<ng-template pTemplate="header">
...
</ng-template>
<ng-template pTemplate="footer">
...
</ng-template>
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
Example 1: In this example, we used the header template to add custom content to the header of the calendar UI.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar
Custom Content Component</h4>
<p-calendar
[(ngModel)]="calendarVal"
[inline]="true">
<ng-template pTemplate="header">
<div class="text-center">
<h4
style="color: green;">
GeeksforGeeks Calendar
</h4>
</div>
</ng-template>
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: In this example, we used both the header and footer template to add custom content to the header and footer of the calendar UI.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar
Custom Content Component</h4>
<p-calendar
[(ngModel)]="calendarVal"
[inline]="true">
<ng-template pTemplate="header">
<div class="text-center">
<h4>
Header Custom Content
</h4>
</div>
</ng-template>
<ng-template pTemplate="footer">
<div class="text-center">
<h4>
Footer Custom Content
</h4>
</div>
</ng-template>
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
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07 Oct, 2022 | Angular PrimeNG Form Calendar Time Component
07 Oct, 2022
Angular PrimeNG is a collection of UI components for the Angular framework developed and maintained by Google. It enables developers to develop scalable and responsive interfaces in less time and hence increases productivity. In this article, we will see Angular PrimeNG Form Calendar Time Component.
The Calendar Component is used to input the user’s date and time. The time picker in a calendar is used to enable the user to pick the time. It can be shown with or without the calendar. The hourFormat property is used to specify the time format to use.
Angular PrimeNG Form Calendar Time Properties:
showTime: This property is used to specify whether to show the time picker with the calendar.
hourFormat: It is used to specify whether to display the time picker in 12-hour or 24-hour format.
showSeconds: It is used to specify whether to display seconds in the time picker.
timeOnly: If this property is set to true, only the time picker will be shown.
timeSeparator: This is a string used to separate the hour, minutes, and seconds.
Syntax:
<p-calendar
[(ngModel)]="..."
[showTime]="true"
hourFormat="12"
[timeOnly]="true">
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
To run the above file run the below command:
ng serve --save
Example 1: This is a basic example illustrating how to enable datepicker in the 12-hour format shown with the calendar.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar Time Component</h4>
<h3>Calendar with Time in 12-hour Format</h3>
<p-calendar [showTime]="true"
hourFormat="12"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: In this example, we set the timeOnly property to true to show only the time picker and disable the date picker. The hourFormat has been set to “24”.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form
Calendar Time Component
</h4>
<h3>TimeOnly in 24-hour Format</h3>
<p-calendar [showTime]="true"
[timeOnly]="true"
hourFormat="24"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
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03 Oct, 2022 | Angular PrimeNG Form Calendar Touch UI Component
03 Oct, 2022
Angular PrimeNG is a collection of UI components for the Angular framework developed and maintained by Google. It enables developers to develop scalable and responsive interfaces in less time and hence increases productivity. In this article, we will be seeing Angular PrimeNG Form Calendar Touch UI Component.
The Calendar Component is used to input the user’s date and time. The Calendar Touch UI mode is optimized for touch devices and can be enabled by setting the touchUI property to true. In this mode, the calendar overlay will be displayed in the center of the screen. At the same time, set the readonlyInput property to true to prevent the opening of the keyboard on touch devices.
Angular PrimeNG Form Calendar Touch UI Properties:
touchUI: This property is used to enable the touchUI mode of the calendar component.
readonlyInput: This property is used to disable the manual entering of the date by the user.
Syntax:
<p-calendar
[(ngModel)]="..."
[touchUI]="true"
[readonlyInput]="true">
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
Example 1: In this example, we set the touchUI property of the calendar to true to display it as an overlay in the center of the screen.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form Calendar
Touch UI Component
</h4>
<p-calendar
placeholder="Select the Date"
[touchUI]="true"
[readonlyInput]="true"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: In this example, we set the timeOnly property of the calendar to true, so when the calendar overlay appears it shows us the options to pick hour and minute only.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>Angular PrimeNG Form Calendar
Touch UI Component</h4>
<p-calendar
placeholder="Select the Date"
[touchUI]="true"
[readonlyInput]="true"
[timeOnly]="true"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
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07 Oct, 2022 | Angular PrimeNG Form Calendar Date Restriction Component
07 Oct, 2022
Angular PrimeNG is a collection of Interactive UI components for Angular applications. Developers can use these components to make beautiful and responsive web interfaces in no time as most of the components have all the necessary functions implemented. In this article, we will be discussing the Angular PrimeNG Form Calendar Date Restriction Component.
The Calendar Component is used for date and time input from the user. To restrict selectable dates to a range set the readonlyInput property to true so that users cannot enter dates using the keyboard. Now set the minDate and maxDate properties to the desired start and end date.
Angular PrimeNG Form Calendar Date Restriction Properties:
readonlyInput: This property is used to disable the manual entering of the date by the user.
minDate: This property is used to set the lowermost selectable date.
maxDate: This property is used to set the uppermost selectable date.
Syntax:
<p-calendar
[(ngModel)]="..."
[minDate]="..."
[maxDate]="..."
[readonlyInput]="true">
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
Example 1: In this example, we set the minDate to “9/15/2022” so the dates before that cannot be selected.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form Calendar
Date Restriction Component
</h4>
<p-calendar
[(ngModel)]="calendarVal"
[minDate]="minDateVal"
[readonlyInput]="true">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
minDateVal = new Date("9/15/2022");
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: In this example, we set the minDate to “10/1/2022” and maxDate to “10/11/2022”. Any date outside this range cannot be selected.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form Calendar
Date Restriction Component
</h4>
<p-calendar
[(ngModel)]="calendarVal"
[minDate]="minDateVal"
[maxDate]="maxDateVal"
[readonlyInput]="true">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
minDateVal = new Date("10/1/2022");
maxDateVal = new Date("10/11/2022");
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
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07 Oct, 2022 | Angular PrimeNG Form Calendar Popup and Inline Component
07 Oct, 2022
Angular PrimeNG is a collection of UI components for the Angular framework developed and maintained by Google. It enables developers to develop scalable and responsive interfaces in less time and hence increases productivity. In this article, we will see Angular PrimeNG Form Calendar Popup and Inline Component.
The Calendar Component is used to input the user’s date and time. By default, the calendar is shown in popup mode but the inline property can be used to display it in inline mode.
Angular PrimeNG Form Calendar Popup and Inline Properties:
inline: If this property is set to true, the calendar will be shown in inline mode.
Syntax:
<p-calendar
[inline]="true"
[(ngModel)]="....">
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
Example 1: This example shows the popup mode of the calendar component. It is enabled by default.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form Calendar
Popup and Inline Component
</h4>
<h3>Calendar In Popup Mode</h3>
<p-calendar [(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: In this example, we set the inline property of the calendar component to true to show it in inline mode.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form Calendar
Popup and Inline Component
</h4>
<h3>Calendar In Popup Mode</h3>
<p-calendar [inline]="true"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
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decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0397021435, -0.0155061902, -0.0165609252, 0.0303826872, 0.0527682714, 0.0235032905, -0.0203233417, 0.0296900235, 0.00372699532, -0.00847724173, 0.0157738086, -0.00331769488, 0.0128221232, -0.0712812468, -0.0128850928, -0.017851796, -0.0397021435, 0.00593092106, 0.00731624523, 0.00637957687, -0.0133573627, 0.0232986398, -0.0363962539, -0.00209963252, -0.0013075968, 0.0413708277, 0.0102718668, 0.00221179659, -0.00265651732, 0.0194260292, 0.0118775843, 0.0106654251, 0.0152700553, -0.00624576723, -0.074303776, -0.0394502655, 0.0207956117, 0.0201659184, -0.0160650425, -0.0111534372, -0.0090203518, 0.0120035224, 0.0346331149, 0.0307447594, -0.0286195464, -0.0114682838, -0.0076271561, -0.0344442055, -0.0174582377, 0.0156557411, 0.0278639141, 0.024872873, 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07 Oct, 2022 | Angular PrimeNG Form Calendar DateFormat Component
07 Oct, 2022
Angular PrimeNG is a collection of UI components for the Angular framework developed and maintained by Google. It enables developers to develop scalable and responsive interfaces in less time and hence increases productivity. In this article, we will see Angular PrimeNG Form Calendar DateFormat Component.
The Calendar Component is used to input the user’s date and time. The default date format of the calendar component is “mm/dd/yy”. The dateFormat property is used to customize the date format. The below options can be used as a part of the date format.
DateFormat Options:
d: It is used to show the day of the month without leading zero.
dd: It is used to show the day of the month in two digits.
o: It is used to show the day of the month without the leading zero.
oo: It is used to show the day of the month in three digits.
D: It is used to show the day’s name in short form.
DD: It is used to show the day’s name in long form.
m: It is used to show the month of the year without the leading zero.
mm: It is used to show the month of the year in two digits.
M: It is used to show the month’s name in short form.
MM: It is used to show the month’s name in long form.
y: It is used to show the year in two digits.
yy: It is used to show the year in four digits.
@: It is used to show the Unix timestamp (ms since 01/01/1970).
!: It is used to show the Windows ticks (100ns since 01/01/0001).
‘…’: It is used to show literal text.
”: It is used to show a single quote.
anything else: literal text
Angular PrimeNG Form Calendar DateFormat Properties:
dateFormat: This property is used to format the date picked by the calendar.
Syntax:
<p-calendar
dateFormat="DD, dd/mm/yy"
[(ngModel)]="calendarVal">
</p-calendar>
Creating Angular Application and Installing the Module:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Finally, Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: The project Structure will look like this after following the above steps:
Project Structure
Example 1: In this example, we set the dateFormat property to “DD, dd/mm/yy”, which shows the full name of the day and the date in dd/mm/yy format.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form Calendar
DateFormat Component
</h4>
<h3>DateFormat = DD, dd/mm/yy</h3>
<p-calendar
dateFormat="DD, dd/mm/yy"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Example 2: This is another example of setting a custom date format to the calendar, where we set the dateFormat property of the calendar to “dd/mm/yy – D”.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>
Angular PrimeNG Form Calendar
DateFormat Component
</h4>
<h3>DateFormat = dd/mm/y - D</h3>
<p-calendar
dateFormat="dd/mm/y - D"
[(ngModel)]="calendarVal">
</p-calendar>
app.component.ts
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
calendarVal?: Date;
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule }
from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
FormsModule,
CalendarModule
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule { }
Output:
Reference: http://primefaces.org/primeng/calendar
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Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0213665161, -0.00560794957, -0.0157509577, 0.0315323509, 0.0408459641, 0.0276364628, -0.0299192108, 0.0235427357, -0.000358581601, -0.00218002382, 0.0267233644, -0.00163121335, -0.00136299047, -0.0522901379, -0.00253575202, -0.00453505851, -0.0475420207, 0.00590090221, -0.00265369401, 0.0257189553, -0.0271951314, 0.0258559212, -0.0311366767, -0.00801244378, -0.00183856289, 0.0554555468, 0.00724772317, 0.00764720421, 0.0104017192, 0.0258407015, 0.0259624477, 0.00527695147, 0.0120376889, -0.0271342583, -0.0616341829, -0.0103408461, 0.0158879235, 0.0460506268, -0.0148987323, -0.0206816923, 9.7314005e-05, 0.00510574551, 0.0156444293, 0.0478768237, -0.0378936082, -0.000807521923, -0.022583982, 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08 Aug, 2022 | Angular PrimeNG Form Calendar Year Picker Component
08 Aug, 2022
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. This article will show us how to use the Calendar Form Year Picker component in Angular PrimeNG.
Calendar component: It is used to display a month-wise calendar that allows the user to select dates and move to the next or previous month.
Angular PrimeNG Form Calendar Year Picker Component is used to pick the year within a certain range.
Syntax:
<p-calendar
view="year"
dateFormat="..."
[readonlyInput]="true"
inputId="..."
placeholder="...">
</p-calendar>
Angular PrimeNG Form Calendar Multiple Months Properties:
readonlyInput: It is used to prevent entering the date manually with the keyboard.
dateFormat: It is used to set the Format of the date which can also be defined in locale settings.
view: It is used to specify the type of view to display.
Creating Angular Application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: It will look like the following.
Run the below command to see the output.
ng serve --open
Example 1: Below is the example that illustrates the use of the Angular PrimeNG Form Year Picker Component.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>PrimeNg Calendar Year Picker Component</h4>
<div class="p-fluid p-grid p-formgrid">
<div class="p-field p-col-12 p-md-4">
<p-calendar
view="year"
dateFormat="yy"
[readonlyInput]="false"
inputId="pickYear"
placeholder="Pick any year">
</p-calendar>
</div>
</div>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.css'],
})
export class AppComponent {}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
CalendarModule,
FormsModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
Output:
Example 2: Below is another example that illustrates the use of the Angular PrimeNG Form Year Picker Component using readOnlyInput=”true”, which will disable any manual inputs from the keyboard.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>PrimeNg Calendar Year Picker Component</h4>
<div class="p-fluid p-grid p-formgrid">
<div class="p-field p-col-12 p-md-4">
<p-calendar
view="year"
dateFormat="yy"
[readonlyInput]="true"
inputId="pickYear"
placeholder="Pick any year">
</p-calendar>
</div>
</div>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.css'],
})
export class AppComponent {}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
CalendarModule,
FormsModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
Output:
Reference: https://primefaces.org/primeng/calendar
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Pgmagick flip() method – Python, PHP decoct( ) Function, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0484617762, 0.00324520818, -0.0117662521, 0.00237412611, 0.0473079234, 0.0225152932, -0.0109160459, 0.0281934589, -0.00682442635, 0.00684719952, 0.00971664675, -0.00385249872, 0.013200976, -0.0612148754, -0.0111210058, -0.0096862819, -0.0619436242, -0.00766704185, -0.00963314436, -0.00565539207, -0.0147192013, 0.0109615922, -0.0377127342, 0.000899548933, 0.00069553731, 0.0514982268, 0.0175355114, -0.00287893624, -0.00534036, 0.0227582082, 0.0252481, 0.00837301649, 0.020784514, -0.00742412545, -0.0611845106, -0.0127606904, 0.0153113101, 0.031882748, 0.000817469845, -0.00967869163, 0.00634618476, 0.00193004485, 0.0233806819, 0.037257269, -0.0201924071, -0.00471409177, 0.0162753835, -0.0159261916, -0.0351317525, 0.0109995482, 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06 Jan, 2023 | Angular PrimeNG Form Calendar Month Picker Component
06 Jan, 2023
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. This article will show us how to use the Calendar Form Month Picker component in Angular PrimeNG.
Calendar component: It is used to display a month-wise calendar that allows the user to select dates and move to the next or previous month.
Angular PrimeNG Form Calendar Month Picker Component is used to pick the month of the corresponding year.
Syntax:
<p-calendar
view="month"
dateFormat="..."
[readonlyInput]="true"
inputId="..."
placeholder="...">
</p-calendar>
Angular PrimeNG Form Calendar Multiple Months Properties:
readonlyInput: It is used to prevent entering the date manually with the keyboard.
dateFormat: It is used to set the Format of the date which can also be defined in locale settings.
view: It is used to specify the type of view to display.
Creating Angular Application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: It will look like the following.
Run the below command to see the output.
ng serve --open
Example 1: Below is the example that illustrates the use of the Angular PrimeNG Form Month Picker Component.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>PrimeNg Calendar Months Picker Component</h4>
<div class="p-fluid p-grid p-formgrid">
<div class="p-field p-col-12 p-md-4">
<p-calendar
view="month"
dateFormat="mm/yy"
[readonlyInput]="false"
inputId="pickmonth"
placeholder="Pick any month">
</p-calendar>
</div>
</div>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.css'],
})
export class AppComponent {}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
CalendarModule,
FormsModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
Output:
Example 2: Below is another example that illustrates the use of the Angular PrimeNG Form Month Picker Component using readOnlyInput=”true”, which will disable any manual inputs from the keyboard.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>PrimeNg Calendar Month Picker Component</h4>
<div class="p-fluid p-grid p-formgrid">
<div class="p-field p-col-12 p-md-4">
<p-calendar
view="month"
dateFormat="yy/mm"
[readonlyInput]="true"
inputId="pickmonth"
placeholder="Pick any month">
</p-calendar>
</div>
</div>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'app-root',
templateUrl: './app.component.html',
styleUrls: ['./app.component.css'],
})
export class AppComponent {}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule } from
'@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
CalendarModule,
FormsModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
Output:
Reference: https://primefaces.org/primeng/calendar
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08 Aug, 2022 | Angular PrimeNG Form Calendar Multiple Months Component
08 Aug, 2022
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. In this article, we will see how to use the Calendar Form with the Multiple Months component in Angular PrimeNG. The Calendar component can be used to display a month-wise calendar that allows the user to select dates and move to the next or previous month.
Angular PrimeNG Form Calendar Multiple Months Component is used to show multiple months calendar at the same time. The number of calendars depends on the number specified in the [numberOfMonths] property.
Syntax:
<p-calendar
placeholder="...."
inputId="..."
[numberOfMonths]="...">
</p-calendar>
Angular PrimeNG Form Calendar Multiple Months Properties:
numberOfMonths: It is used to specify the number of months to display.
Creating Angular Application & Module Installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: It will look like the following.
Project Structure
Example 1: Below is the example that illustrates the use of the Angular PrimeNG Form Multiple Months Component.
app.component.html
<h2 style="color: green">GeeksforGeeeks</h2>
<h5>PrimeNG Tooltip Delay - showDelay</h5>
<div class="p-grid p-fluid">
<div class="p-col-12 p-md-3">
<input type="text"
pInputText pTooltip="It is a tooltip"
placeholder="Hover here..."
tooltipEvent="hover"
showDelay="2000" />
</div>
</div>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'my-app',
templateUrl: './app.component.html',
styleUrls: ['./app.component.css'],
})
export class AppComponent {}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
CalendarModule,
FormsModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
Run the below command:
ng serve --open
Output:
Example 2: Below is another example that illustrates the use of the Angular PrimeNG Form Multiple Months Component.
app.component.html
<h2 style="color: green">GeeksforGeeks</h2>
<h4>PrimeNg Calendar Multiple Months Component</h4>
<div class="p-fluid p-grid p-formgrid">
<div class="p-field p-col-12 p-md-4">
<p-calendar
placeholder="Select multiple dates"
inputId="mltimonths"
[numberOfMonths]="3">
</p-calendar>
</div>
</div>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'my-app',
templateUrl: './app.component.html',
styleUrls: ['./app.component.css'],
})
export class AppComponent {}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { FormsModule } from '@angular/forms';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { CalendarModule } from 'primeng/calendar';
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
CalendarModule,
FormsModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
Output:
Reference: https://primefaces.org/primeng/calendar
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11 May, 2022 | Angular PrimeNG Introduction
11 May, 2022
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that helps to create an attractive user interface with enhanced functionality. These components can be utilized for great styling & are used to make responsive websites with very much ease. There are different functionalities that are supported by the different components, such as the Ripple effect. It is an animation that is supported by the Button Component, which is optional & by default it is disabled & it can be enabled globally in the main component by injecting PrimeNGConfig. The animation is mainly utilized to enhance the overall user experience with the various components.
The PrimeNG facilitates the various components, panels, overlays, menus, charts, etc, which helps to make a single-page-application, that is a web application, that loads a single HTML page and only a part of the page instead of the entire page gets updated with every click of the mouse. This improves the overall user experience, along with adding the different functions to perform the specific task, based on the used components.
In this article, we will know an overview, its syntax & installation procedures, along with understanding its implementation through the examples.
Installation Syntax:
npm install primeng --save
Steps for installing the Angular PrimeNG: Before we proceed to install the Angular PrimeNG, we must have installed the Angular CLI in the system. Please refer to the Angular CLI Angular Project Setup article for the detailed installation procedure. Make sure the Angular CLI & Node Package Manager is installed properly. To check the version installed, run the below commands:
For NodeJS version:
node --version
For the NPM version:
npm -V OR npm --version
For Angular CLI version:
ng -V or ng --version
After completing the pre-requisite installation, we can now install & create the Angular PrimeNG project in the local system using the command-line interface.
Steps for creating the Angular PrimeNG Application:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to the current working directory where the new app just has been created, by using the following command:
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: After successful installation, it will look like the following image:
Project Structure
Example: This example illustrates the implementation of Angular PrimeNG.
app.component.html
<h2>GeeksforGeeks</h2>
<h5>Angular PrimeNG Component</h5>
<p-panelMenu [model]="gfg"></p-panelMenu>
app.component.ts
import { Component } from "@angular/core";
import { MenuItem } from "primeng/api";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
gfg: MenuItem[];
ngOnInit() {
this.gfg = [
{
label: "Web Technology",
items: [
{
label: "HTML",
},
{
label: "CSS",
items: [
{
label: "Pure CSS",
},
{
label: "Bulma CSS",
},
{
label: "Foundation CSS",
},
{
label: "Semantic UI",
},
],
},
{
label: "Javascript",
items: [
{
label: "Angular",
},
{
label: "React",
},
{
label: "FabricJS",
},
{
label: "VueJS",
},
],
},
{
label: "PHP",
},
{
label: "Database Management System",
},
],
},
{
label: "Data Structures",
items: [
{
label: "Linked List",
items: [
{
label: "Singly Linked List",
},
{
label: "Doubly Linked List",
},
{
label: "Circular Linked List",
},
],
},
{
label: "Stack",
},
{
label: "Queue",
},
{
label: "Tree",
},
{
label: "Graph",
},
{
label: "Heap",
},
],
},
];
}
}
app.module.ts
import { NgModule } from '@angular/core';
import { BrowserModule } from '@angular/platform-browser';
import { BrowserAnimationsModule }
from '@angular/platform-browser/animations';
import { AppComponent } from './app.component';
import { PanelMenuModule } from 'primeng/panelmenu';
@NgModule({
imports: [BrowserModule,
BrowserAnimationsModule,
PanelMenuModule],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule {}
Output:
Example 2: This example describes the dialog Component in Angular PrimeNG.
app.component.html
<h2>GeeksforGeeks</h2>
<h5>Angular PrimeNG Example</h5>
<p-button (click)="gfg()"
label="Click Here">
</p-button>
<p-dialog header="GeeksforGeeks"
[(visible)]="geeks">
<p>A Computer Science portal for geeks. </p>
</p-dialog>
app.module.ts
import { NgModule } from "@angular/core";
import { BrowserModule } from "@angular/platform-browser";
import { BrowserAnimationsModule }
from "@angular/platform-browser/animations";
import { AppComponent } from "./app.component";
import { DialogModule } from "primeng/dialog";
import { ButtonModule } from "primeng/button";
@NgModule({
imports: [BrowserModule,
BrowserAnimationsModule,
DialogModule,
ButtonModule],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
app.component.ts
import { Component } from "@angular/core";
import { PrimeNGConfig } from "primeng/api";
@Component({
selector: "app-root",
templateUrl: "./app.component.html",
})
export class AppComponent {
constructor(private primengConfig: PrimeNGConfig) {}
ngOnInit() {
this.primengConfig.ripple = true;
}
geeks: boolean;
gfg() {
this.geeks = true;
}
}
Output:
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Take the Three 90 Challenge today. | Languages/Introduction to Programming Languages/5 Most Difficult Programming Languages of the World/Top Dying Programming Languages in 2020/Top 10 Programming Languages of 2015/Top 10 Programming Languages for Blockchain Development/Top 10 Fastest Programming Languages/Top 10 DevOps Programming Languages You Must Know/Top 10 Backend Technologies You Must Know/Top 10 Python Developer Skills That You Must Know in 2024/Top 10 Flutter Packages That You Must Know/Top 5 Features of Java 17 That You Must Know/Top 10 Python Frameworks That You Must Know in 2024/Top 7 Web Development Myths That You Must Know/Top 10 Advance Python Concepts That You Must Know/Top Data Science Trends You Must Know in 2024/Top 7 Database You Must Know For Software Development Projects/7 Myths About Full Stack Development That You Must Know/7 VS Code Tricks That You Must Know/8 DevOps Best Practices That You Must Know/DevOps Prerequisites [2025] - Things to Learn Before DevOps/12 Things You Must Do to Get a Junior Web Developer Job in 2025/Top 10 Deep Learning Tools You Must Know [2025]/Top 10 Deep Learning Algorithms in 2025/Top 10 Machine Learning Frameworks in 2025/Top 10 Java Frameworks in 2025/Top 7 Big Data Frameworks in 2025/Top 10 JavaScript Frameworks to Use in 2025/Top 10 Python REST API Frameworks in 2025/Top 10 Frameworks for Web Applications in 2025/Top 7 Progressive Web App Development Frameworks [2025]/Benefits of Progressive Web Apps for Business/7 Famous Apps Built on Node.js: Reasons and Benefits/Benefits of Using Modern Learning Apps/An Introduction to Freelancing: The Career Choice for Modern Millennials/How to get weighted random choice in Python?/Random sampling in numpy | random() function/Sampling Theory/Cluster Sampling in Pandas/Random sampling in numpy | random_sample() function/Python Random – random() Function/random.lognormvariate() function in Python/random.expovariate() function in Python/random.gammavariate() function in Python/random.gauss() function in Python/Python | random.sample() function/Wand sample() function – Python/Wand – blur() function in Python/Pgmagick blur() method – Python/Pgmagick wave() method – Python/Pgmagick flip() method – Python/Pgmagick swirl() method – Python/Node.js GM swirl() Function/Node.js assert.doesNotMatch() Function/Node.js assert.notDeepStrictEqual() Function/Node.js assert.notEqual() Function/Tensorflow.js tf.notEqual() Function/Tensorflow.js tf.tensor3d() Function/Tensorflow.js tf.print() Function/Tensorflow.js tf.Tensor class .print() Method/Tensorflow.js tf.Tensor .toString() Method/TensorFlow.js Tensor Random Complete Reference/Tensorflow.js tf.Tensor class .dataSync() Method/Tensorflow.js tf.Tensor Class/Tensorflow.js tf.TensorBuffer Class/Tensorflow.js tf.Sequential Class/How to check an array is associative or sequential in PHP?/Convert an object to associative array in PHP/How to Check if a Value Exists in an Associative Array in PHP?/Sort an Associative Array by Key in PHP/How to Get All Values from an Associative Array in PHP?/How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?/How to Get All Keys of an Associative Array in PHP?/PHP array_keys() Function/PHP decoct( ) Function/PHP | gmp_xor() Function/PHP hexdec( ) Function/PHP octdec( ) Function/PHP ord() Function/PHP IntlChar::ord() Function/PHP | IntlChar::isspace() Function/PHP | IntlChar::islower() Function/PHP | IntlChar::isULowercase() Function/PHP | IntlChar::isUWhiteSpace() Function/PHP IntlChar::charName() Function/PHP | IntlChar::charDigitValue() Function/PHP | IntlChar digit() function/PHP | IntlChar::forDigit() Function/PHP | IntlChar::isIDIgnorable() Function/PHP | IntlChar isdefined() Function/AngularJS angular.isDefined() Function/AngularJS angular.isFunction() Function/AngularJS angular.toJson() Function/ReactJS TestRenderer.toJSON() Method/Node.js URL.toJSON() Method/Mongoose Document.prototype.toJSON() API/Mongoose Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a multi-select using jQuery?/How to change a select’s options based on another dropdown using React?/Grouping Dropdown Options Using ReactJS/Primer CSS Dropdown Options/How to Select Multiple Options at once in Dropdown list in HTML?/Angular PrimeNG Form Dropdown Disabled Options Component/Angular PrimeNG Form Dropdown Custom Content Component/Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component/Angular PrimeNG OrganizationChart Templating/Angular PrimeNG Form AutoComplete Templating Component/Angular PrimeNG Form AutoComplete Force Selection Component/Angular PrimeNG Form Calendar Selection Mode Component/Angular PrimeNG Form Calendar Disable specific dates and/or days Component/Angular PrimeNG Form Calendar Custom Content Component/Angular PrimeNG Form Calendar Time Component/Angular PrimeNG Form Calendar Touch UI Component/Angular PrimeNG Form Calendar Popup and Inline Component/Angular PrimeNG Form Calendar Multiple Months Component/Angular PrimeNG Introduction | https://www.geeksforgeeks.org/angular-primeng-introduction/ | Languages | Angular PrimeNG Introduction | PHP | IntlChar::isUWhiteSpace() Function, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Benefits of Progressive Web Apps for Business, Mongoose Document Model.remove() API, PHP | IntlChar::isULowercase() Function, Angular PrimeNG Form Calendar Custom Content Component, Pgmagick blur() method – Python, Mongoose Query.prototype.replaceOne() API, PHP | IntlChar::isspace() Function, PHP ord() Function, TensorFlow.js Tensor Random Complete Reference, PHP | IntlChar isdefined() Function, How to Check if a Value Exists in an Associative Array in PHP?, Top 10 Programming Languages of 2015, Top 10 Machine Learning Frameworks in 2025, How to populate virtuals to a mongoose model using Node.js ?, Angular PrimeNG OrganizationChart Templating, How to Populate Dropdown List with Array Values in PHP?, An Introduction to Freelancing: The Career Choice for Modern Millennials, Top 10 Java Frameworks in 2025, Angular PrimeNG Form Calendar Multiple Months Component, Tensorflow.js tf.Tensor class .print() Method, Pgmagick wave() method – Python, Top 7 Web Development Myths That You Must Know, Benefits of Using Modern Learning Apps, Node.js assert.notDeepStrictEqual() Function, Mongoose Query.prototype.remove() API, Mongoose count() Function, Mongoose Document Model.prototype.db API, AngularJS angular.isDefined() Function, 12 Things You Must Do to Get a Junior Web Developer Job in 2025, Top 7 Big Data Frameworks in 2025, Mongoose Query API.prototype.getUpdate() Method, Mongoose Query API.prototype.getOptions() Method, PHP IntlChar::charName() Function, Mongoose Document Model.inspect() API, Introduction to Programming Languages, random.gauss() function in Python, PHP array_keys() Function, Mongoose Query.prototype.update() API, Top 7 Database You Must Know For Software Development Projects, random.gammavariate() function in Python, Mongoose Model.create() API, Mongoose | estimatedDocumentCount() Function, PHP | IntlChar::isIDIgnorable() Function, Node.js URL.toJSON() Method, Python | random.sample() function, Mongoose Populate() Method, 7 Myths About Full Stack Development That You Must Know, How to get weighted random choice in Python?, random.lognormvariate() function in Python, PHP | IntlChar::islower() Function, Sort an Associative Array by Key in PHP, Mongoose Document.prototype.$isNew API, Wand sample() function – Python, Mongoose Queries Model.replaceOne() Function, Angular PrimeNG Form Calendar Touch UI Component, PHP hexdec( ) Function, Angular PrimeNG Form AutoComplete Force Selection Component, Node.js assert.doesNotMatch() Function, Top 10 Flutter Packages That You Must Know, Random sampling in numpy | random() function, Angular PrimeNG Form Calendar Selection Mode Component, Node.js GM swirl() Function, How does Query.prototype.comment() work in Mongoose ?, Cluster Sampling in Pandas, Pgmagick swirl() method – Python, Mongoose findOneAndUpdate() Method, Mongoose Document Model.prototype.schema API, Mongoose Query.prototype.limit() API, Tensorflow.js tf.notEqual() Function, ReactJS TestRenderer.toJSON() Method, Mongoose Document Model.prototype.modelName API, Node.js assert.notEqual() Function, Top 10 Advance Python Concepts That You Must Know, AngularJS angular.toJson() Function, PHP | IntlChar::forDigit() Function, Mongoose Query.prototype.findOneAndUpdate() API, Mongoose Document.prototype.directModifiedPaths() API, Top 7 Progressive Web App Development Frameworks [2025], 8 DevOps Best Practices That You Must Know, Wand – blur() function in Python, Top 10 Python REST API Frameworks in 2025, Top 10 JavaScript Frameworks to Use in 2025, How to Get All Keys of an Associative Array in PHP?, Tensorflow.js tf.Tensor .toString() Method, Top Dying Programming Languages in 2020, Top 10 Python Frameworks That You Must Know in 2024, PHP octdec( ) Function, Tensorflow.js tf.Sequential Class, PHP | IntlChar::charDigitValue() Function, Mongoose Document Model.bulkWrite() API, Mongoose Document Model.prototype.save() API, Top 10 Deep Learning Tools You Must Know [2025], 7 Famous Apps Built on Node.js: Reasons and Benefits, Angular PrimeNG Form Calendar Popup and Inline Component, How to sort an Array of Associative Arrays by Value of a Given Key in PHP ?, PHP IntlChar::ord() Function, Mongoose Document Model.listIndexes() API, Primer CSS Dropdown Options, Angular PrimeNG Form Calendar Time Component, Mongoose Query.prototype.setQuery() API, How does Query.prototype.getUpdate() work in Mongoose?, How to Get All Values from an Associative Array in PHP?, Top 10 DevOps Programming Languages You Must Know, Mongoose Query.prototype.elemMatch() API, Sampling Theory, Top 10 Backend Technologies You Must Know, Top 10 Programming Languages for Blockchain Development, Mongoose Document Model.exists() API, Angular PrimeNG Form AutoComplete Templating Component, How to Select Multiple Options at once in Dropdown list in HTML?, How does Query.prototype.elemMatch() work in Mongoose ?, Mongoose Query.prototype.toConstructor() API, How to check an array is associative or sequential in PHP?, Tensorflow.js tf.Tensor class .dataSync() Method, AngularJS angular.isFunction() Function, Mongoose Document Model.prototype.collection API, Angular PrimeNG Form Dropdown Advanced with Templating, Filtering and Clear Icon Component, Mongoose Document.prototype.toJSON() API, Mongoose Document Model.countDocuments() API, Tensorflow.js tf.tensor3d() Function, Mongoose | countDocuments() Function, Mongoose Document Model.count() API, Languages, Mongoose Document Model.estimatedDocumentCount() API, Mongoose Document Model.prototype.deleteOne() API, Top 10 Fastest Programming Languages, Mongoose | exists() Function, Mongoose Query API.prototype.writeConcern() Method, 7 VS Code Tricks That You Must Know, Mongoose | where() Function, Grouping Dropdown Options Using ReactJS, 5 Most Difficult Programming Languages of the World, Tensorflow.js tf.Tensor Class, Top Data Science Trends You Must Know in 2024, How to detect if a dropdown list is a multi-select using jQuery?, Angular PrimeNG Form Dropdown Disabled Options Component, Mongoose | replaceOne() Function, or days Component, Tensorflow.js tf.print() Function, random.expovariate() function in Python, Top 5 Features of Java 17 That You Must Know, Random sampling in numpy | random_sample() function, Angular PrimeNG Form Dropdown Custom Content Component, PHP | IntlChar digit() function, Mongoose Document Model.populate() API, Mongoose Document Model.prototype.remove() API, Tensorflow.js tf.TensorBuffer Class, Angular PrimeNG Form Calendar Disable specific dates and, Top 10 Python Developer Skills That You Must Know in 2024, Python Random – random() Function, Top 10 Deep Learning Algorithms in 2025, Convert an object to associative array in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, Angular PrimeNG Introduction, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0575356483, 0.00765415374, -0.0177228916, -0.00631138962, 0.0427134447, 0.0241936594, 0.0116665075, 0.0121287061, -0.00305409101, 0.0104791382, 0.0167347454, 0.00476541789, 0.0228230041, -0.0688515231, -0.000390726404, -0.00394661073, -0.0510648787, -0.0207670219, -0.0210220274, 0.00367965177, -0.0126307476, 0.0102161635, -0.0404183939, -0.00460603926, -0.00326526747, 0.0519255213, 0.0270305984, 0.0117063522, -0.0211654678, 0.0382827222, 0.00588505203, 0.000159503034, 0.0367845632, 0.00694093481, -0.0510011278, -0.0179619603, 0.00816018, -0.00496862549, -0.00544676092, 0.0076422, 0.00269748154, -0.0115868188, 0.0199223161, 0.0363383032, -0.0182807166, -0.0106146093, -0.0137384292, -0.0358920433, -0.00434704917, 0.0175157, 0.0256758798, 0.0375495814, 0.0383145958, 0.0430003256, 0.00219543907, 0.0341707543, 0.00342066167, 0.00221934589, 0.00420360873, 0.00709632877, 0.015945822, -0.0316047594, -0.0214682873, -0.0125032449, 0.0173722599, 0.0519255213, -0.00570973568, 0.015029395, 0.0259787, 0.0130690392, -0.00688116765, 0.00606036838, -0.00979381055, -0.00349437422, -0.0214204732, -0.0144795384, 0.0114672845, -0.0360514224, -0.0300109759, 0.0177388303, 0.0196673106, 0.0278593656, -0.0111485273, 0.000575754908, 0.0247196089, -0.00140053872, 0.01536409, -0.05967132, 0.00273931841, 0.00995318871, 0.0255961902, 0.0239545926, 0.0152206486, -0.0208945237, 0.0142165646, -0.00314971805, 0.0264568347, 0.0032792131, -0.0394621231, 0.0147743896, 0.00741508603, -0.00380914682, -0.00339675485, -0.047654178, 0.00267158239, 0.00926786102, 0.0342663825, 0.00480924686, 0.00217551691, -0.0159856658, -0.00415181043, 0.0010937351, 0.0196354333, 0.0109014912, -0.0337563716, 0.0199382529, -0.00769001385, -0.0555912293, 0.0347445197, -0.00842315517, 0.00486502936, -0.0052634757, -0.0330232307, 0.036242675, -0.0449128672, 0.0362108, -0.00754657295, 0.0176113266, 0.0367845632, -0.00110668468, 0.0127901267, 0.0269509088, -4.0404946e-05, 0.0232373886, 0.055176843, 0.0192688629, 0.00725172274, 0.0120091718, -0.0217392314, 0.0112680616, -0.00189660443, -0.0417890474, 0.00396454055, -0.0326726, 0.00214762567, 0.0158980079, -0.00407212134, 0.0682140067, -0.0153800277, 0.0149098607, -0.0548899621, -0.0279390551, 0.0174041353, -0.00897301082, 0.0357007906, -0.0372308232, -0.000805359625, -0.00759438658, 0.00918020308, -0.0102002257, 0.0289112646, 0.0172606949, -0.00408407487, 0.00183086074, -0.00178703165, 0.0200338811, 0.0125590274, -0.0434147082, -0.0586513, 0.0399402566, 0.0257077552, 0.0198266879, 0.00903676264, 0.00112162635, -0.0508098714, -0.00116545544, 0.00646279892, -0.0126785617, 0.0200657565, 0.000484112272, -0.0281940605, -0.0213885978, 0.0259787, -0.00111266132, 0.0175157, 0.00191752287, 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14 Feb, 2023 | Angular PrimeNG Splitter Component
14 Feb, 2023
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. In this article, we will know how to use the Splitter component in Angular PrimeNG. We will also learn about the properties, events & styling along with their syntaxes that will be used in the code.
Splitter Component: It allows a user to split two-element using a splitter & utilized it separately and resize panels.
Properties:
panelSizes: It is used to specify the size of the. It is of number data type & the default value is null.
minSizes: It is used to specify the minimum size of the elements. It is of number data type & the default value is null.
layout: It is used to set the orientation of the panels. It is of string data type & the default value is horizontal.
gutterSize: It is used to specify the size of the divider in pixels. It is of number data type & the default value is 4.
stateKey: It is used to specify the storage identifier of a stateful Splitter. It is of string data type & the default value is null.
stateStorage: It is used to define where a stateful splitter keeps its state. It is of string data type & the default value is session.
style: It is used to specify the inline style of the component. It is of object data type & the default value is null.
styleClass: It is used to specify the style class of the component. It is of string data type & the default value is null.
panelStyleClass: It is used to specify the style class of the panel. It is of string data type & the default value is null.
panelStyle: It is used to specify the inline style of the panel. It is of object data type & the default value is null.
Event:
onResizeStart: It is a callback that is fired when resizing starts.
onResizeEnd: It is a callback that is fired when resizing end.
Styling:
p-splitter: It is the container element.
p-splitter: It is the container element during resize.
p-splitter-horizontal: It is the container element with a horizontal layout.
p-splitter-vertical: It is the container element with the vertical layout.
p-splitter-panel: It is the splitter panel element.
p-splitter-gutter: It is the gutter element to use when resizing the panels.
p-splitter-gutter-handle: It is the handle element of the gutter.
Creating Angular application & module installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: It will look like the following:
Example 1: This is the basic example that illustrates how to use the Splitter component.
app.component.html
<h2>GeeksforGeeks</h2>
<h5>PrimeNG Splitter Component</h5>
<p-splitter>
<ng-template pTemplate>
<div class="p-col p-ai-center p-jc-center">
Angular PrimeNG is a framework used with angular
to create components with great styling and this
framework is very easy to use and is used to make
responsive websites.
</div>
</ng-template>
<ng-template pTemplate>
<div class="p-col p-ai-center p-jc-center">
Angular PrimeNG is a framework used with angular
to create components with great styling and this
framework is very easy to use and is used to make
responsive websites.
</div>
</ng-template>
</p-splitter>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'my-app',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss']
})
export class AppComponent {}
app.module.ts
import { NgModule } from "@angular/core";
import { BrowserModule } from "@angular/platform-browser";
import { BrowserAnimationsModule } from "@angular/platform-browser/animations";
import { AppComponent } from "./app.component";
import { SplitterModule } from "primeng/splitter";
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
SplitterModule
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule {}
Output:
Example 2: In this example, we will know how to use the layout property in the splitter component.
app.component.html
<h2>GeeksforGeeks</h2>
<h5>PrimeNG Splitter Component</h5>
<p-splitter layout="vertical">
<ng-template pTemplate>
<div class="p-col p-ai-center p-jc-center">
Angular PrimeNG is a framework used with angular
to create components with great styling and this
framework is very easy to use and is used to make
responsive websites.
</div>
</ng-template>
<ng-template pTemplate>
<div class="p-col p-ai-center p-jc-center">
Angular PrimeNG is a framework used with angular
to create components with great styling and this
framework is very easy to use and is used to make
responsive websites.
</div>
</ng-template>
</p-splitter>
app.component.ts
import { Component } from '@angular/core';
@Component({
selector: 'my-app',
templateUrl: './app.component.html',
styleUrls: ['./app.component.scss']
})
export class AppComponent {}
app.module.ts
import { NgModule } from "@angular/core";
import { BrowserModule } from "@angular/platform-browser";
import { BrowserAnimationsModule }
from "@angular/platform-browser/animations";
import { AppComponent } from "./app.component";
import { SplitterModule } from "primeng/splitter";
@NgModule({
imports: [BrowserModule,
BrowserAnimationsModule,
SplitterModule],
declarations: [AppComponent],
bootstrap: [AppComponent],
})
export class AppModule {}
Output:
Reference: https://primeng.org/splitter
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Document.prototype.directModifiedPaths() API/Mongoose Document.prototype.$isNew API/Mongoose Document Model.prototype.remove() API/Mongoose Document Model.prototype.modelName API/Mongoose Document Model.prototype.collection API/Mongoose Document Model.prototype.db API/Mongoose Document Model.prototype.deleteOne() API/Mongoose Document Model.prototype.save() API/Mongoose Document Model.prototype.schema API/Mongoose Document Model.remove() API/Mongoose Document Model.bulkWrite() API/Mongoose Model.create() API/Mongoose Document Model.count() API/Mongoose Document Model.countDocuments() API/Mongoose | countDocuments() Function/Mongoose | exists() Function/Mongoose | where() Function/Mongoose | estimatedDocumentCount() Function/Mongoose count() Function/Mongoose | replaceOne() Function/Mongoose findOneAndUpdate() Method/Mongoose Populate() Method/Mongoose Query API.prototype.getOptions() Method/Mongoose Query.prototype.remove() API/Mongoose Query.prototype.setQuery() API/Mongoose Query.prototype.toConstructor() API/Mongoose Query.prototype.update() API/Mongoose Query.prototype.updateMany() API/Mongoose Query.prototype.findOneAndUpdate() API/Mongoose Query.prototype.limit() API/Mongoose Query API.prototype.writeConcern() Method/Mongoose Query API.prototype.getUpdate() Method/How does Query.prototype.getUpdate() work in Mongoose?/How does Query.prototype.comment() work in Mongoose ?/How does Query.prototype.elemMatch() work in Mongoose ?/Mongoose Query.prototype.elemMatch() API/Mongoose Query.prototype.replaceOne() API/Mongoose Queries Model.replaceOne() Function/Mongoose Queries Model.deleteOne() API/Mongoose Document Model.exists() API/Mongoose Document Model.estimatedDocumentCount() API/Mongoose Document Model.inspect() API/Mongoose Document Model.listIndexes() API/Mongoose Document Model.populate() API/How to populate virtuals to a mongoose model using Node.js ?/How to Populate Dropdown List with Array Values in PHP?/How to detect if a dropdown list is a 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31 Jan, 2023 | Angular PrimeNG Splitter Templates
31 Jan, 2023
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. In this article, we will know how to use the Splitter Templates in Angular PrimeNG.
The Splitter Component allows a user to split two-element using a splitter & utilized it separately and resize panels.
This article will show Splitter Templating in Angular PrimeNG. The templates are used to put some content on some pre-structured containers.
Creating Angular application & module installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: It will look like the following:
Steps to run the application: Run the below command to see the output
ng serve --save
Example 1: This is the basic example that illustrates how to use the Splitter Templates using horizontal Template.
app.component.html:
HTML
<h1 style="color: green">GeeksforGeeks</h1>
<h5>Angular PrimeNG Splitter Template</h5>
<p-splitter [style]="{ height: '300px' }" layout="horizontal">
<ng-template pTemplate>
<div class="p-col p-d-flex p-ai-center p-jc-center">
GeeksforGeeks 1
</div>
</ng-template>
<ng-template pTemplate>
<div class="p-col p-d-flex p-ai-center p-jc-center">
GeeksforGeeks 2
</div>
</ng-template>
</p-splitter>
app.component.ts:
Javascript
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html"
})
export class AppComponent {}
app.module.ts:
Javascript
import { NgModule } from "@angular/core";
import { BrowserAnimationsModule }
from "@angular/platform-browser/animations";
import { AppComponent } from "./app.component";
import { SplitterModule } from "primeng/splitter";
@NgModule({
imports: [
BrowserAnimationsModule,
SplitterModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule {}
Output:
Example 2: This is another example that illustrates how to use the Splitter Templates using vertical Template.
app.component.html:
HTML
<h1 style="color: green">GeeksforGeeks</h1>
<h5>Angular PrimeNG Splitter Template</h5>
<p-splitter [style]="{ height: '300px' }" layout="vertical">
<ng-template pTemplate>
<div class="p-col p-d-flex p-ai-center p-jc-center">
GeeksforGeeks 1
</div>
</ng-template>
<ng-template pTemplate>
<div class="p-col p-d-flex p-ai-center p-jc-center">
GeeksforGeeks 2
</div>
</ng-template>
</p-splitter>
app.component.ts:
Javascript
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html"
})
export class AppComponent {}
app.module.ts:
Javascript
import { NgModule } from "@angular/core";
import { BrowserAnimationsModule }
from "@angular/platform-browser/animations";
import { AppComponent } from "./app.component";
import { SplitterModule } from "primeng/splitter";
@NgModule({
imports: [
BrowserAnimationsModule,
SplitterModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule {}
Output:
Reference: https://primefaces.org/primeng/splitter
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0.0201455243, -0.007406672, -0.00727434037, -0.0236795545, -0.00375004113, 0.00876501575, 0.0137079861, -0.0021932, 0.0122445561, -3.14408935e-05, -0.000251040648] |
04 Jan, 2023 | Angular PrimeNG Splitter Styling
04 Jan, 2023
Angular PrimeNG is an open-source framework with a rich set of native Angular UI components that are used for great styling and this framework is used to make responsive websites with very much ease. In this article, we will see the Angular PrimeNG Splitter Styling.
The Splitter Component allows a user to split two-element using a splitter & utilized it separately and resize panels.
Angular PrimeNG Splitter Styling:
p-splitter: It is the container element.
p-splitter: It is the container element during resizing.
p-splitter-horizontal: It is the container element with a horizontal layout.
p-splitter-vertical: It is the container element with a vertical layout.
p-splitter-panel: It is the splitter panel element.
p-splitter-gutter: It is the gutter element to use when resizing the panels.
p-splitter-gutter-handle: It is the handle element of the gutter.
Syntax:
<p-splitter layout="Splitter Styling">
Content
</p-splitter>
Creating Angular application & module installation:
Step 1: Create an Angular application using the following command.
ng new appname
Step 2: After creating your project folder i.e. appname, move to it using the following command.
cd appname
Step 3: Install PrimeNG in your given directory.
npm install primeng --save
npm install primeicons --save
Project Structure: It will look like the following:
Example 1: This example describes the Angular PrimeNG Splitter Styling by implementing the p-splitter.
app.component.html
HTML
<div>
<h1 style="color:green">
GeeksforGeeks
</h1>
<h2>Angular PrimeNG Splitter Styling</h2>
</div>
<p-splitter [panelSizes]="[60, 40]"
[minSizes]="[20, 40]">
<ng-template pTemplate>
<div class="p-col p-ai-center p-jc-center">
<img alt="gfg" src=
"https://media.geeksforgeeks.org/wp-content/uploads/20220807104303/dsaselfpacedcourseoverviewimage-300x289.png" />
</div>
</ng-template>
<ng-template pTemplate>
<div class="p-col p-ai-center p-jc-center">
<img alt="gfg" src=
"https://media.geeksforgeeks.org/wp-content/uploads/20220807104255/completeinterviewpreparationcourseoverviewimage-300x289.png" />
</div>
</ng-template>
</p-splitter>
app.component.ts
Javascript
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html"
})
export class AppComponent {}
app.module.ts
Javascript
import { NgModule } from "@angular/core";
import { BrowserModule }
from "@angular/platform-browser";
import { BrowserAnimationsModule }
from "@angular/platform-browser/animations";
import { AppComponent } from "./app.component";
import { SplitterModule } from "primeng/splitter";
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
SplitterModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule {}
Output:
Example 2: In this example, we will learn about p-splitter-horizontal and p-splitter-vertical.
app.component.html
HTML
<div>
<h1 style="color:green">
GeeksforGeeks
</h1>
<h2>Angular PrimeNG Splitter Styling</h2>
<h4 style="color:red">
Horizontal Splitter
</h4>
<p-splitter layout="horizontal">
<ng-template pTemplate>
<div>
Angular PrimeNG is an open-source
framework with a rich set of native
Angular UI components that are used
for great styling and this framework
is used to make responsive websites
</div>
</ng-template>
<ng-template pTemplate>
<div>
Angular PrimeNG is an open-source
framework with a rich set of native
Angular UI components that are used
for great styling and this framework
is used to make responsive websites
</div>
</ng-template>
</p-splitter>
<h4 style="color:red">
Vertical Splitter
</h4>
<p-splitter [style]="{ height: '200px' }"
styleClass="p-mb-5"
layout="vertical">
<ng-template pTemplate>
<div class="p-col p-d-flex p-ai-center
p-jc-center">
Angular PrimeNG is an open-source
framework with a rich set of native
Angular UI components that are used
for great styling and this framework
is used to make responsive websites
with very much ease.
</div>
</ng-template>
<ng-template pTemplate>
<div class="p-col p-d-flex p-ai-center
p-jc-center">
Angular PrimeNG is an open-source
framework with a rich set of native
Angular UI components that are used
for great styling and this framework
is used to make responsive websites
with very much ease.
</div>
</ng-template>
</p-splitter>
</div>
app.component.ts
Javascript
import { Component } from "@angular/core";
@Component({
selector: "app-root",
templateUrl: "./app.component.html"
})
export class AppComponent {}
app.module.ts
Javascript
import { NgModule } from "@angular/core";
import { BrowserModule }
from "@angular/platform-browser";
import { BrowserAnimationsModule }
from "@angular/platform-browser/animations";
import { AppComponent } from "./app.component";
import { SplitterModule } from "primeng/splitter";
@NgModule({
imports: [
BrowserModule,
BrowserAnimationsModule,
SplitterModule,
],
declarations: [AppComponent],
bootstrap: [AppComponent]
})
export class AppModule {}
Output:
Reference: http://primefaces.org/primeng/splitter
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04 Jan, 2023 | Mongoose Query.prototype.findOneAndRemove() API
04 Jan, 2023
The Mongoose Query API findOneAndRemove() method is used to find and remove a single document that is determined from the conditions parameter, from a collection, using the MongoDB query system.
Syntax:
Query.prototype.findOneAndRemove(conditions, options, callback)
Parameters: It accepts the following parameters as mentioned above and described below:
conditions: It is a mongoose object which identifies the existing document to remove.
options: It is an optional mongoose object which is derived from Query.prototype.setOptions().
callback: It is a callback function that accepts 2 parameters: error and document.
Return type: It returns a Query object as a response.
Creating node application And Installing Mongoose:
Step 1: Create a node application using the following command:
mkdir folder_name
cd folder_name
npm init -y
touch main.js
Step 2: After completing the Node.js application, Install the required module using the following command:
npm install mongoose
Example 1: In this example, we will use this method to find and remove an existing document that has the name “Luffy”.
Javascript
const mongoose = require('mongoose')
// Database connection
mongoose.connect('mongodb://localhost:27017/query-helpers',
{
dbName: 'event_db',
useNewUrlParser: true,
useUnifiedTopology: true
}, err => err ? console.log(err)
: console.log('Connected to database'));
const personSchema = new mongoose.Schema({
name: {
type: String,
},
age: {
type: Number,
}
});
const personsArray = [
{
name: 'Luffy',
age: 20
},
{
name: 'Nami',
age: 20,
},
{
name: 'Zoro',
age: 35
}
]
const Person = mongoose.model('Person', personSchema);
(async () => {
await Person.insertMany(personsArray);
const res = await Person.findOneAndRemove({ name: 'Luffy' });
console.log({ res });
})()
Step to Run Application: Run the application using the following command from the root directory of the project:
node main.js
Output:
GUI Representation of the Database using MongoDB Compass:
Example 2: In this example, we will use this method to find and remove a single document that has an age equal to “20”.
Javascript
const mongoose = require('mongoose')
// Database connection
mongoose.connect('mongodb://localhost:27017/query-helpers',
{
dbName: 'event_db',
useNewUrlParser: true,
useUnifiedTopology: true
}, err => err ? console.log(err)
: console.log('Connected to database'));
const personSchema = new mongoose.Schema({
name: {
type: String,
},
age: {
type: Number,
}
});
const personsArray = [
{
name: 'Luffy',
age: 20
},
{
name: 'Nami',
age: 20,
},
{
name: 'Zoro',
age: 35
}
]
const Person = mongoose.model('Person', personSchema);
(async () => {
await Person.insertMany(personsArray);
const res = await Person.findOneAndRemove({ age: 20 });
console.log({ res });
})()
Step to Run Application: Run the application using the following command from the root directory of the project:
node main.js
Output:
GUI Representation of the Database using MongoDB Compass:
Reference: https://mongoosejs.com/docs/api/query.html#query_Query-findOneAndRemove
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20 May, 2020 | Mongoose | findOneAndReplace() Function
20 May, 2020
The findOneAndReplace() function is used to find a matching element, replaces it with the provided element, and passes the returned doc to the callback.
Installation of mongoose module:
You can visit the link to Install mongoose module. You can install this package by using this command.
npm install mongoose
After installing mongoose module, you can check your mongoose version in command prompt using the command.
npm version mongoose
After that, you can just create a folder and add a file, for example index.js. To run this file you need to run the following command.
node index.js
Filename: index.js
const mongoose = require('mongoose');
// Database connection
mongoose.connect('mongodb://127.0.0.1:27017/geeksforgeeks', {
useNewUrlParser: true,
useCreateIndex: true,
useUnifiedTopology: true
});
// User model
const User = mongoose.model('User', {
name: { type: String },
age: { type: Number }
});
var new_user = {
name: "ABC",
age:100
}
// Find document matching the condition(age >= 5)
// and replace first document with above new_user
// This function has 4 parameters i.e. filter,
// replacement, options, callback
User.findOneAndReplace({age: {$gte:5} },
new_user, null, function (err, docs) {
if (err){
console.log(err)
}
else{
console.log("Original Doc : ", docs);
}
});
Steps to run the program:
The project structure will look like this:
Make sure you have installed mongoose module using following command:
npm install mongoose
Below is the sample data in the database before the function is executed, You can use any GUI tool or terminal to see the database, like we have used Robo3T GUI tool as shown below:
Run index.js file using below command:
node index.js
After the function is executed, You can see the database as shown below:
So this is how you can use the mongoose findOneAndReplace() function which finds a matching document, replaces it with the provided doc, and passes the returned doc to the callback.
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04 Mar, 2025 | MongoDB – db.collection.findOneAndReplace() Method
04 Mar, 2025
The findOneAndReplace() method in MongoDB is a powerful tool for finding and replacing a single document within a collection. This method replaces the first document that matches the specified criteria with a new one. By default, it returns the original document but this can be configured to return the new document.
MongoDB findOneAndReplace() Method
The findOneAndReplace() method replaces the first matched document based on the selection criteria. By default, this method returns the original document. To return the replacement document, set the value of the returnNewDocument option to true.
It takes eight parameters, the first parameter is the selection criteria and the second parameter is the replacement document. And the others are optional. Using this method we can also replace embedded documents. We can also use this method in multi-document transactions.
Syntax:
db.Collection_name.findOneAndReplace( selection_criteria: <document>, // The filter criteria to find the document replacement: <document>, // The new document to replace the found document { projection: <document>, // Optional: Fields to include or exclude in the returned document sort: <document>, // Optional: Sort the documents before applying the replacement maxTimeMS: <number>, // Optional: Maximum time in milliseconds to allow the operation to run upsert: <boolean>, // Optional: If true, insert a new document if no document matches the filter returnNewDocument: <boolean>, // Optional: If true, return the updated document instead of the original collation: <document> // Optional: Collation settings to specify language-specific rules })
Parameters:
The first parameter is the selection criteria for replacing the document with the new document.
The second parameter is the replacement document.
The third parameter is optional.
Optional Parameters:
projection: The type of this parameter is document. It determines which fields are returned to the matching documents. This document takes:
{ field1: <value1>, field2: <value2> ... }
Here if the value of the field is 1/true then it specifies the inclusion of the field, or if the value of the field is 0/false then it specifies the exclusion of the field.
sort: It determines which document the operation will modify if the query selects multiple documents. findOneAndReplace() will replace the first document in the sort order specified by this argument. The type of this parameter is document.
maxTimeMS: The type of this parameter is number. It specifies the time limit in milliseconds within which the operation must complete. It throws an error if the time limit is exceeded.
upsert: The default value of this parameter is false. If the value of this option is set to true and no document matches the given filter query, then this method creates a new document from the replacement parameter and returns null(after inserting a new document) unless the value of returnNewDocument option is set to true. Or if the value of this upsert option is set to true, then this method replaces the document that matches the given filter query with the replacement document.
returnNewDocument: The type of this parameter is boolean. By default, this method returns the original document. To return the replacement document, use the returnNewDocument option and set its value to true.
Collation: It specifies the use of the collation for operations. It allows users to specify the language-specific rules for string comparison like rules for lettercase and accent marks. The type of this parameter is a document.
Return Value
By default, this method returns the original document before replacement. To return the new document use the returnNewDocument option and set its value to true.
Examples of MongoDB findOneAndReplace() Method
In the following examples, we are working with:
Database: gfg
Collections: student
Document: Four documents contains name and the age of the students
Example 1: Replace the first matched document whose age is 17 and returns replaced document
This example finds the first document where age is 17 and replaces it with a new document { name: "Mihir", age: 17 }. It returns the original document before replacement.
Query:
db.student.findOneAndReplace({age:17},{name:"Mihir", age:17})
Before replacement:
After replacement:
Explanation: we find a document that matches the given filter query(i.e., age:17) from the student collection and then replace the matched document with a new document(i.e., {name:”Mihir”, age:17}) using the findOneAndReplace() method. Here, this method returns the original document.
Example 2: Replace the first matched document whose age is 17 and returns a new document
This example replaces a document where age is 17 and ensures that the updated document is returned instead of the original.
Query:
db.student.findOneAndReplace({age:17},{name:"Sagar", age:17}, {returnNewDocument:true})
Output
Explanation:
Here, we find a document that matches the given filter query(i.e., age:17) from the student collection and then replace the matched document with a new document(i.e., {name:”Sagar”, age:17}) using the findOneAndReplace() method. Here, this method returns the new document because the value of the returnNewDocument option is set to true.
Important Points
The findOneAndReplace() method finds and replaces the first document that matches the selection criteria.
By default, it returns the original document, but you can configure it to return the new document.
The method provides optional parameters like projection, sort, maxTimeMS, upsert, returnNewDocument, and collation to customize its behavior.
It can be used for atomic updates and multi-document transactions.
Using upsert: true, the method can insert a new document if no match is found.
Conclusion
The db.collection.findOneAndReplace() method is a powerful tool for replacing documents in MongoDB. Its ability to return either the original or the new document makes it flexible for various applications. Understanding its syntax, parameters, and use cases will help us make the most out of this method for efficient document management in MongoDB. By mastering this method, developers can ensure atomicity in updates and simplify document replacement operations in MongoDB databases
FAQs
What does findOneAndReplace do?
The findOneAndReplace method finds a single document in a MongoDB collection that matches the specified filter criteria and replaces it with a new document. By default, it returns the original document before the replacement. However, you can modify this behavior to return the newly replaced document by setting the `returnNewDocument` option to true.
What is the difference between findOneAndReplace and replaceOne?
The primary difference between findOneAndReplace and replaceOne is that findOneAndReplace returns the document before or after the replacement operation, depending on the returnNewDocument option. In contrast, replaceOne only returns information about the operation’s success and does not return the replaced document. Additionally, findOneAndReplace is useful when you need to return the replaced document or the original document as part of the operation.
Can the findOneAndReplace method be used in multi-document transactions?
Yes, the findOneAndReplace method can be used in multi-document transactions. This allows you to perform the find-and-replace operation within a broader transaction that includes multiple operations, ensuring atomicity and consistency across all affected documents.
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28 Feb, 2025 | MongoDB insertOne() Method – db.Collection.insertOne()
28 Feb, 2025
MongoDB is a powerful NoSQL database known for its flexibility, scalability, and performance. When working with MongoDB, one of the most common tasks is inserting data into collections. The insertOne() method is an essential tool in this process.
In this article, We will learn about the MongoDB insertOne() Method, explain how to use it effectively, and showcase several examples. Whether you’re using MongoDB in the shell, Node.js, or Python, you’ll find this guide helpful.
What is the MongoDB insertOne() Method?
The MongoDB insertOne() method is used to add a single document to a collection. It adds the document to the specified collection and assigns it a unique _id if one is not provided. This insertOne() method is part of the MongoDB driver for various programming languages and can be used in MongoDB Shell, Node.js, Python and other environments.
We can insert documents with or without the _id field. If we insert a document in the collection without the _id field, MongoDB will automatically add an _id field and assign it with a unique ObjectId.
if we insert a document with the _id field, then the value of the _id field must be unique to avoid the duplicate key error.
This method can also throw either writeError or writeConcernError exception.
This method can also be used inside multi-document transactions.
Syntax:
db.Collection_name.insertOne(
<document>,
{
writeConcern: <document>
}
)
Key Terms
<document>: The document we want to insert. A document is a set of key-value pairs similar to a JSON object.
writeConcern (optional): If we need to specify a custom write concern (e.g., to ensure the data is written to multiple nodes), you can include this option.
Return Value of insertOne()
The insertOne() method returns the following:
Acknowledgement: It returns acknowledged: true if the write concern was enabled.
InsertedId: This field contains the _id value of the inserted document
Examples of MongoDB insertOne()
Let’s go over a few examples to understand how insertOne() works in MongoDB. In the following examples, we are working with:
Database: gfg
Collection: student
Document: No document but, we want to insert in the form of the student name and student marks.
Example 1: Insert a Document without Specifying an _id Field
Here, we are inserting the document whose name is Akshay and marks is 500 in the student collection. MongoDB will automatically assign a unique _id field to this document.
Query:
db.student.insertOne({Name: "Akshay", Marks: 500})
Output:
Explanation: As shown above, MongoDB has inserted the document with a new ObjectId automatically generated for the _id field.
Example 2: Insert a Document Specifying an _id Field
Here, we are inserting a document whose unique id is Stu102, name is Vishal, and marks is 230 in the student collection
Query:
db.student.insertOne({_id: "Stu102", Name: "Vishal", Marks: 230})
Output:
Explanation: Here, we specified the _id as "Stu102", and MongoDB inserts the document successfully.
Example 3: Handling Write Concern with insertOne()
If we want to specify a custom write concern, we can add an optional writeConcern parameter. For instance, this can be useful when we want to ensure data is written to multiple nodes before considering it committed.
Query:
db.student.insertOne( { Name: "John", Marks: 420 }, { writeConcern: { w: 1, j: true, wtimeout: 5000 } })
Common Errors with insertOne()
While the insertOne() method is quite efficient, you might encounter some errors when:
Duplicate _id: If the _id field is already present in the collection, MongoDB will throw a DuplicateKeyError. Always ensure the _id field is unique unless you’re ok with the default behavior of automatic _id generation.
Write Concern Errors: If you’ve set a custom write concern and it cannot be satisfied (e.g., not enough replicas), you might get a WriteConcernError.
Best Practices for Using insertOne()
Ensure Unique _id: While MongoDB auto-generates the _id, if you provide a custom _id, make sure it’s unique to avoid conflicts.
Batch Insertions: If you need to insert multiple documents, consider using insertMany() for better performance.
Use Write Concerns Appropriately: When writing to a replica set, always consider setting a custom write concern to ensure the durability of your data.
Conclusion
The insertOne() method in MongoDB is essential for adding single documents to a collection, offering features such as automatic _id generation, write concern options, and support for multi-document transactions. By understanding its syntax and parameters, users can efficiently insert data while ensuring its uniqueness and integrity within the collection.
FAQs
What happens if I try to insert a document with a duplicate _id using the insertOne() method?
If you attempt to insert a document with a duplicate _id, MongoDB will throw a duplicate key error, as _id values must be unique within a collection.
Can I use the insertOne() method inside a transaction?
Yes, the insertOne() method can be used inside multi-document transactions, allowing you to ensure atomicity and consistency across multiple operations.
What is the purpose of the writeConcern parameter in the insertOne() method?
The writeConcern parameter allows you to specify the level of acknowledgment requested from MongoDB for write operations. This can be useful for ensuring data durability and consistency based on your application’s requirements.
What does the insertOne() method return?
The insertOne() method returns an object that includes a boolean acknowledged indicating if the operation was acknowledged by the server and the insertedId field containing the _id of the inserted document
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05 Mar, 2024 | How to Sort a Collection by Date in MongoDB?
05 Mar, 2024
In MongoDB, sorting collections by date is a common requirement for many applications. Sorting by date allows us to display data in reverse order, making it easier for users to understand and analyze. In this article, we will explore different approaches to sorting collections by date in MongoDB, using various techniques and methods along with examples and so on.
How to Sort by Date in MongoDB?In many applications, especially those dealing with time-series data or event logs, there is a common need to sort documents based on their date. For example, consider an application that tracks user activities such as logging in, making purchases or interacting with content. Being able to sort these activities can provide valuable output into user behavior over time. Below are the two methods in the MongoDB that allow to sort a collection by date are as follow:
Sort by Date AscendingSort by Date DescendingLet's set up an environment to sort a collection by date in MongoDB.
To understand How to sort a collection by date in MongoDB we need a document on which we will perform various operations and queries. Here we will consider a collection of events that consists of the below records into it. So we have considered a collection named "events" containing documents with a "timestamp" field representing the date of the event.
db.events.insertOne({event: "Geeks Event 1", timestamp: new Date("2024-01-20")})db.events.insertOne({event: "Geeks Event 2", timestamp: new Date("2024-01-21")})db.events.insertOne({event: "Geeks Event 3", timestamp: new Date("2024-01-22")})db.events.insertOne({event: "Geeks Event 4", timestamp: new Date("2024-01-23")})db.events.insertOne({event: "Geeks Event 5", timestamp: new Date("2024-01-24")})1. Sort by Date AscendingWe use the sort() method with a value of 1 for the date field to sort documents in ascending order by date.
Example:
In this example, a collection named "events" contains documents with a "timestamp" field representing the date of the event. The query retrieves documents from the "events" collection and sorts them in ascending order by the "timestamp" field.
db.events.find().sort({"timestamp": 1})Output:
Sort by Date AscendingExplanation: In the above Query, We retrieves documents from the events collection and sorts them in ascending order based on the timestamp field.
2. Sort by Date DescendingWe use the sort() method with a value of '-1' for the date field to sort documents in descending order by date.
Example:
In this example, The query retrieves documents from the "events" collection and sorts them by the "timestamp" field in descending order.
db.events.find().sort({"timestamp": -1})Output:
Sort by Date DescendingExplanation: In the above Query, We retrieves documents from the events collection and sorts them in descending order based on the timestamp field.
ConclusionOverall, sorting collections by date in MongoDB is important for applications to handle ime-sensitive data. Whether you need to display events or analyze trends over time, sorting by date provides valuable insights. By using the sort() method with either ascending or descending order, you can easily organize your data to meet your applications requirements. Understanding these sorting techniques in MongoDB can greatly enhance your ability to manage and analyze date-based data effectively.
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30 Apr, 2024 | How to Get the Latest Record from MongoDB Collection
30 Apr, 2024
Retrieving the latest record from a MongoDB collection is a common task in many applications. Whether we are building a messaging app, tracking sensor data, or managing user activity getting the most recent data entry is essential for real-time analytics and decision-making.
In this article, we'll explore different methods to fetch the latest record from a MongoDB collection by covering various approaches and scenarios. We'll provide detailed examples with outputs to guide beginners through the process effectively.
What is the Latest Record?In MongoDB, the latest record refers to the document with the most recent timestamp or the highest value in a field representing sequential order. The timestamp could be the creation time (createdAt), modification time (updatedAt) or any other custom field indicating the record's newness.Strategies for Getting the Latest RecordSorting: Sort the collection in descending order based on the timestamp field and retrieve the first document.Aggregation: Use MongoDB's aggregation framework to group documents by a common identifier (if necessary) and find the document with the maximum timestamp within each group.Indexing: Ensure proper indexing on the timestamp field for efficient retrieval of the latest record.Method 1: SortingSorting the collection in descending order based on the timestamp field and retrieving the first document is a straightforward approach to get the latest record.
Example:
// Connect to MongoDBconst MongoClient = require('mongodb').MongoClient;const uri = 'mongodb://localhost:27017';const client = new MongoClient(uri, { useNewUrlParser: true, useUnifiedTopology: true });// Function to get the latest recordasync function getLatestRecord() { try { await client.connect(); const database = client.db('mydatabase'); const collection = database.collection('mycollection'); // Sort documents by timestamp in descending order and limit to 1 const latestRecord = await collection.find().sort({ timestamp: -1 }).limit(1).toArray(); console.log('Latest Record:', latestRecord); } finally { await client.close(); }}// Call the functiongetLatestRecord();Output:
Latest Record: [ { _id: ObjectId("61f517cd4c6e57a57e5ac63f"), timestamp: ISODate("2022-01-27T10:30:00Z"), ... } ]Explanation: The query uses the find method to retrieve all documents from the MongoDB collection. It then sorts these documents in descending order based on the timestamp field, ensuring that the newest documents appear first. The limit(1) method is used to restrict the result to only the first document, which is the latest record. Finally, the toArray method converts the result into an array, and the console.log statement prints the latest record to the console
Method 2: AggregationUsing MongoDB's aggregation framework allows for more complex queries, including grouping documents and finding the maximum timestamp within each group.
Example:
// Connect to MongoDBconst MongoClient = require('mongodb').MongoClient;const uri = 'mongodb://localhost:27017';const client = new MongoClient(uri, { useNewUrlParser: true, useUnifiedTopology: true });// Function to get the latest record using aggregationasync function getLatestRecord() { try { await client.connect(); const database = client.db('mydatabase'); const collection = database.collection('mycollection'); // Group documents by a common identifier (if necessary) and find the maximum timestamp const latestRecord = await collection.aggregate([ { $group: { _id: null, maxTimestamp: { $max: '$timestamp' } } } ]).toArray(); console.log('Latest Record:', latestRecord); } finally { await client.close(); }}// Call the functiongetLatestRecord();Output:
Latest Record: [ { _id: null, maxTimestamp: ISODate("2022-01-27T10:30:00Z") } ]Explanation: This query uses MongoDB's aggregation framework to find the latest record in a collection. The $group stage is used to group all documents into a single group (with _id: null), and the $max operator is applied to the timestamp field within each group to find the maximum timestamp across all documents. The result is an array containing a single document with the maximum timestamp, representing the latest record in the collection
ConclusionRetrieving the latest record from a MongoDB collection is a crucial task in many applications. By following the methods outlined in this article and experimenting with the provided examples, you'll be able to fetch the latest data entry effectively. Whether you choose to sort the collection or use the aggregation framework, understanding these techniques will empower you to handle real-time data retrieval tasks in MongoDB with confidence.
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12 Jul, 2024 | PostgreSQL – Temporary table name
12 Jul, 2024
In PostgreSQL, it is possible, though not recommended, to create a temporary table with the same name as an existing permanent table. When a temporary table shares its name with a permanent table, the temporary table will take precedence, preventing access to the permanent table until the temporary table is removed. This behavior can lead to confusion and should be managed carefully.
Let us get a better understanding of the Temporary Table Name in PostgreSQL from this article.
PostgreSQL Temporary table name Example
Let us take a look at an example of the Temporary Table Name in PostgreSQL to better understand the concept.
Step 1: Create a Permanent Table
First, create a permanent table named ‘customers'.
Query:
CREATE TABLE customers( id SERIAL PRIMARY KEY, name VARCHAR NOT NULL);
This table is now ready to store customer data with unique IDs and names.
Step 2: Create a Temporary Table with the Same Name
Next, create a temporary table named ‘customers'.
Query:
CREATE TEMP TABLE customers( customer_id INT);
Step 3: Querying the customers Table
Now query the data from the customers table as below.
Query:
SELECT * FROM customers;
Output: PostgreSQL will access the temporary customers table instead of the permanent one. This is because the temporary table takes precedence in the current session.
Step 4: Listing Tables in the Database
If you list the tables in the test database using the \dt command.
\dt
The result is as shown below:
Output: The output will show the temporary ‘customers' table, but not the permanent one. The schema for the temporary table will be something like ‘pg_temp_3'.
Important Points About PostgreSQL Temporary table name
PostgreSQL creates temporary tables in a special schema, so you should not specify the schema in the ‘CREATE TEMP TABLE' statement.
To access the permanent customers table again, you must remove the temporary table using the DROP TABLE statement.
When a temporary table has the same name as a permanent table, the temporary table takes precedence in the current session.
When listing tables using the ‘\dt' command, PostgreSQL will display the temporary table, not the permanent one, as long as the temporary table exists.
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01 Nov, 2024 | PostgreSQL – DROP TABLE
01 Nov, 2024
In PostgreSQL, the DROP TABLE statement is a powerful and permanent command used to delete one or more tables from a database. Since this operation cannot be undone, it is essential to understand how to use it safely and to be aware of its options to prevent accidental data loss.
In this article, we will explain the DROP TABLE statement in detail, its syntax, options, and examples for a better understanding.
What is the DROP TABLE Statement in PostgreSQL?
The DROP TABLE command is used to permanently delete tables from a PostgreSQL database. Once a table is removed using this command, all of its data, structure, and relationships are lost. Use this command with caution, especially in production environments, as the action cannot be reversed.
Syntax
DROP TABLE [IF EXISTS] table_name [CASCADE | RESTRICT];
Key Terms
'DROP TABLE': This keyword initiates the command to remove the table(s).
'IF EXISTS': This optional clause prevents an error from occurring if the specified table does not exist. Instead of raising an error, PostgreSQL will issue a notice.
'table_name': Replace this with the name of the table you wish to remove. Multiple tables can be specified, separated by commas.
'CASCADE': Use this keyword to automatically remove any dependent objects (such as views or foreign key constraints) along with the table. This is useful when a table is referenced by other database objects.
'RESTRICT': This is the default behavior. It prevents the table from being dropped if any dependent objects exist. PostgreSQL will not remove the table unless we explicitly resolve these dependencies.
PostgreSQL DROP TABLE Examples
Let us take a look at some of the examples of DROP TABLE in PostgreSQL to better understand the concept. Each example demonstrates the command’s syntax and its implications, helping us grasp how to effectively manage our database tables.
Example 1: Basic Table Removal
We will remove the ‘author' table from our database using the below statement:
DROP TABLE author;
PostgreSQL issues an error because the ‘author' table does not exist.
To avoid this error, we can use the IF EXISTS parameter as follows:
DROP TABLE IF EXISTS author;
Output
Explanation:
PostgreSQL issues a notice instead of an error if the table does not exist, making the command safer for cases where we are unsure if the table is present.
Example 2: Removing Multiple Tables
Here we will remove a table that already exists in our database. To check for all available tables in the database use the below command. It will list all existing table as below:
Query:
\dt
Output
Explanation:
This command deletes both categories and products tables if they exist. It will issue notices for any specified table that doesn’t exist, ensuring no interruptions due to errors.
Example 3: Dropping a Table with Dependencies
Suppose we have a table orders that references data from the customers table through a foreign key. To drop customers and remove dependent objects automatically. Here we will remove the categories table using the below statement:
Query:
DROP TABLE categories;
Now check the list of tables again to verify the removal using the below command:
\dt
Output
Explanation:
Using the CASCADE option will ensure that any objects (like foreign keys) dependent on the customers table are also removed. This option is especially useful when we are re-structuring a database with multiple dependent relationships.
Important Points About PostgreSQL DROP TABLE Statement
The DROP TABLE command permanently removes a table and its data from the database. This action cannot be undone, so use it with caution.
You can drop multiple tables in a single command by specifying their names separated by commas. Example: ‘DROP TABLE table1, table2;’
Only the owner of the table or a superuser can drop a table. Ensure you have the necessary permissions before attempting to drop a table.
The CASCADE option automatically drops any dependent objects (such as views, foreign key constraints) along with the table.
Conclusion
The DROP TABLE statement in PostgreSQL is a vital command for database management, enabling us to remove unwanted tables and free up storage. However, it should be used carefully, given the irreversible nature of the operation. Use IF EXISTS to handle non-existing tables gracefully, and employ CASCADE when we need to remove dependent objects alongside the table. Understanding the syntax, options, and usage scenarios for DROP TABLE ensures that we can manage your PostgreSQL database safely and effectively.
FAQs
How do I Drop a table in PostgreSQL?
To drop a table in PostgreSQL, use the command DROP TABLE table_name;. You can add the IF EXISTS clause to prevent errors if the table does not exist, like this: DROP TABLE IF EXISTS table_name;.
How to DROP TABLE column in PostgreSQL?
In PostgreSQL, you cannot drop a column using the DROP TABLE command. Instead, use the ALTER TABLE statement with the DROP COLUMN syntax: ALTER TABLE table_name DROP COLUMN column_name;.
How do I Drop all table data in Postgres?
To remove all data from a table without deleting the table itself, use the TRUNCATE TABLE table_name; command. This command quickly removes all rows from the table while preserving its structure.
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25 Jul, 2024 | PostgreSQL – DROP ROLE
25 Jul, 2024
In PostgreSQL, the DROP ROLE statement is used to remove a role from the database. Let us look at the process of dropping a role, including important considerations and steps to ensure smooth execution.
Syntax
The basic syntax of the DROP ROLE Statement in PostgreSQL is:
DROP ROLE [IF EXISTS] target_role;
Parameters
Let’s analyze the above syntax:
target_role: The name of the role to be deleted.
IF EXISTS: An optional clause that prevents an error if the role does not exist, issuing a notice instead.
Important Conisderations
It is important to note that to remove a superuser role, one needs to be a superuser.
To remove non-superuser roles, you will need the privilege to create a role using the CREATE ROLE statement.
If we accidentally try to remove a role that has been referenced in any database, PostgreSQL raises an error. In this case, one has to take two steps:
Step 1: You either need to remove the database objects owned by that particular role using the DROP OWNED statement or reassign the ownership of the database objects to another role using the REASSIGN OWNED statement.
Step 2: You will also be needing to revoke all other permissions granted to the role.
In other words, follow the below statements exactly as shown to drop a role:
REASSIGN OWNED BY target_role TO another_role;
DROP OWNED BY target_role;
DROP ROLE target_role;
PostgreSQL DROP ROLE Example
Let us take a look at an example of the DROP ROLE Statement in PostgreSQL to better understand the concept.
Here, we will create a new role called ‘geeksforgeeks’ and use this role to create a table named ‘employees’. Then, we will show the step by step guide on how to remove the role ‘geeksforgeeks’ from the PostgreSQL database server.
Create and Configure the Role
1. First, log in to PostgreSQL using the Postgres role:
psql -U postgres
2. Second, create a new role called ‘geeksforgeeks’ using the below statement:
CREATE ROLE geeksforgeeks WITH LOGIN PASSWORD 'geeks12345';
3. Third, grant createdb privilege to geeksforgeeks using the below statements:
ALTER ROLE geeksforgeeks CREATEDB;
4. Fourth, create a new database called sales:
CREATE DATABASE sales;
Create a Table Using the Role
Now, login to the PostgreSQL database server using the geeksforgeeks role as shown below:
psql -U geeksforgeeks -W sales
Add a new table to the Sales database:
CREATE TABLE employee(
employee_id INT GENERATED ALWAYS AS IDENTITY,
employee_name VARCHAR(150) NOT NULL,
PRIMARY KEY(employee_id)
);
Now show the list of tables in the sales database using the below command:
\du
This will show you the following result:
Now log in as Postgres and attempt to drop the geeksforgeeks role:
DROP ROLE geeksforgeeks;
Output:
Important Points About PostgreSQL DROP ROLE Statement
Use the IF EXISTS clause to avoid errors when running scripts that may try to drop non-existent roles.
Only a superuser can drop another superuser role. To drop a non-superuser role, you need the CREATE ROLE privilege.
Use the REASSIGN OWNED statement to transfer ownership of database objects to another role.
Before dropping a role, ensure that all permissions granted to the role are revoked.
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13 Aug, 2024 | PostgreSQL – DROP TABLESPACE
13 Aug, 2024
In PostgreSQL, the DROP TABLESPACE statement is used to remove a tablespace. A tablespace is a storage location where PostgreSQL stores database objects such as tables and indexes. This command is useful for managing and cleaning up database storage.
Let us get a better understanding of the DROP TABLESPACE Statement in PostgreSQL from this article.
Syntax
DROP TABLESPACE [IF EXISTS] tablespace_name;
Parameters
Let’s analyze the above syntax:
tablespace_name: Specify the name of the tablespace you want to delete.
IF EXISTS: This optional clause helps avoid errors if the tablespace does not exist. It prevents the command from failing if the tablespace is missing.
Note: It is important to note that only tablespace owners or superusers can execute the DROP TABLESPACE statement.
PostgreSQL DROP TABLESPACE Example
Let us look at an example of DROP TABLESPACE Statement in PostgreSQL to better understand the concept.
Step 1: Create a Tablespace
First, we create a new tablespace named ‘gfg’ and map it to the ‘C:\data\gfg’ directory:
CREATE TABLESPACE gfg
LOCATION 'C:\data\gfg';
Step 2: Create a Database with the Tablespace
Now create a database named ‘db_gfg’ and set its tablespace to ‘gfg’:
CREATE DATABASE db_gfg
TABLESPACE = gfg;
Step 3: Create a Table with the Tablespace
Now create a new table named ‘test’ in the ‘db_gfg’ and set it tablespace to ‘gfg’:
CREATE TABLE test (
ID serial PRIMARY KEY,
title VARCHAR (255) NOT NULL
) TABLESPACE gfg;
Step 4: Verify Objects in the Tablespace
The following statement returns all objects in the gfg tablespace:
SELECT
table_space.spcname,
class.relname
FROM
pg_class class
JOIN pg_tablespace table_space
ON class.reltablespace = table_space.oid
WHERE
table_space.spcname = 'gfg';
This will lead to the following:
Step 5: Drop the Tablespace
Now if you try to drop the ‘gfg’ tablespace:
DROP TABLESPACE gfg;
This will raise the following error:
As the gfg tablespace is not empty, it is not possible to drop the tablespace. Now, login to the Postgres database and drop the ‘db_gfg’ database:
DROP DATABASE db_gfg;
Now delete the gfg tablespace again:
DROP TABLESPACE gfg;
Step 7: Verify Deletion
Now check for the tablespace using the below command to verify:
\db+
Output:
Important Points About PostgreSQL DROP TABLESPACE Statement
Ensure you have the necessary permissions to drop the tablespace. Only the owner or a superuser can perform this action.
A tablespace must be empty of all objects before it can be deleted. This includes databases, tables, indexes, and any other database objects.
Always use the IF EXISTS clause in scripts to prevent errors during execution, especially in automated processes.
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08 Aug, 2024 | PostgreSQL – Drop Procedure
08 Aug, 2024
In PostgreSQL, the DROP PROCEDURE statement is used to remove a stored procedure from the database. Let us look at the syntax, usage, and examples of the DROP PROCEDURE statement, along with additional tips to enhance your understanding and improve database management.
The DROP PROCEDURE statement in PostgreSQL allows you to delete stored procedures that are no longer needed. Properly managing and removing unnecessary stored procedures can help maintain database performance and organization.
Syntax
DROP PROCEDURE [IF EXISTS] procedure_name (argument_list)
[CASCADE | RESTRICT];
Parameters
Let’s analyze the above syntax:
procedure_name: Specify the name of the stored procedure you want to remove.
IF EXISTS: Use this option to avoid errors if the procedure does not exist; PostgreSQL will issue a notice instead.
argument_list: Specify the argument list if the procedure name is not unique. Different procedures can share the same name but have different argument lists.
CASCADE | RESTRICT:
CASCADE: Drops the procedure and its dependent objects.
RESTRICT: Default option; prevents dropping the procedure if it has dependent objects.
To drop multiple stored procedures, you specify a comma-list of stored procedure names after the drop procedure keyword like this:
Syntax: drop procedure [if exists] name1, name2, ...;
PostgreSQL Drop Procedure Statement
For the sake of example, we will create a stored procedure on the sample database ie, dvdrental.
Example 1: Creating and Dropping Stored Procedures
Let’s create a couple of stored procedures that manage actors so that you can learn how to drop them:
The following ‘insert_actor()’ stored procedure inserts a new row into the actor table. It accepts two arguments which are the first name and last name of the actor.
CREATE OR REPLACE PROCEDURE insert_actor(
fname VARCHAR,
lname VARCHAR)
LANGUAGE plpgsql
AS $$
BEGIN
INSERT INTO actor(first_name, last_name)
VALUES(fname, lname);
END;
$$;
The following ‘insert_actor’ stored procedure also inserts a row into the actor table. However, it accepts one argument which is the full name of the actor. The ‘insert_actor()’ uses the ‘split_part()’ function to split the full name into first name and last name before inserting them into the actor table.
CREATE OR REPLACE PROCEDURE insert_actor(
full_name VARCHAR
)
LANGUAGE plpgsql
AS $$
DECLARE
fname VARCHAR;
lname VARCHAR;
BEGIN
SELECT
SPLIT_PART(full_name, ' ', 1),
SPLIT_PART(full_name, ' ', 2)
INTO fname,
lname;
INSERT INTO actor(first_name, last_name)
VALUES(fname, lname);
END;
$$;
The following stored procedure deletes an actor by id:
CREATE OR REPLACE PROCEDURE delete_actor(
p_actor_id INT
)
LANGUAGE plpgsql
AS $$
BEGIN
DELETE FROM actor
WHERE actor_id = p_actor_id;
END;
$$;
And the following stored procedure updates the first name and last name of an actor:
CREATE OR REPLACE PROCEDURE update_actor(
p_actor_id INT,
fname VARCHAR,
lname VARCHAR
)
LANGUAGE plpgsql
AS $$
BEGIN
UPDATE actor
SET first_name = fname,
last_name = lname
WHERE actor_id = p_actor_id;
END;
$$;
Dropping Stored Procedures
First, attempt to drop the ‘insert_actor’ stored procedure:
DROP PROCEDURE insert_actor;
Output:
Because there are two ‘insert_actor’ stored procedures, you need to specify the argument list so that PostgreSQL can select the right stored procedure to drop.
Second, drop the ‘insert_actor(varchar)’ stored procedure that accepts one argument:
DROP PROCEDURE insert_actor(VARCHAR);
Example 2: Detailed Steps to Drop Procedures
Since the ‘insert_actor’ stored procedure is unique now, you can drop it without specifying the argument list:
DROP PROCEDURE insert_actor;
It is the same as:
DROP PROCEDURE insert_actor(varchar, varchar);
Third, drop two stored procedures using a single drop procedure statement:
DROP PROCEDURE delete_actor, update_actor;
Best Practices for Using DROP PROCEDURE
Use the drop procedure statement to remove a stored procedure.
Specify a comma-separated list of stored procedure names after the drop procedure keywords to drop multiple stored procedures.
If the stored procedure name is not unique, use the argument list to specify which stored procedure you want to drop.
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21 Oct, 2024 | PostgreSQL – DROP INDEX
21 Oct, 2024
In PostgreSQL, indexes are essential for improving query performance but sometimes we may need to remove them when they are no longer effective or necessary. This is where the DROP INDEX statement comes in. It allows us to delete an existing index from the database, ensuring that our PostgreSQL environment remains efficient and optimized.
In this article, we will explain how to remove an index in PostgreSQL, explain the DROP INDEX IF EXISTS option, and demonstrate how to use DROP INDEX CONCURRENTLY for safe index removal. We will also provide detailed examples to illustrate these concepts.
PostgreSQL – DROP INDEX
The PostgreSQL DROP INDEX command is used to remove an existing index from a database, freeing up system resources and improving performance. It includes options like IF EXISTS to prevent errors and CONCURRENTLY to drop indexes without blocking other operations, making it easier to remove unused or unnecessary indexes without disturbing the database.
Syntax
DROP INDEX [ CONCURRENTLY ] [ IF EXISTS ] index_name [ CASCADE | RESTRICT ];
Key Terms
1. index_name: This is the name of the index we want to drop. It is a mandatory parameter.
Example:
DROP INDEX idx_actor_first_name;
2. IF EXISTS: Use this option to avoid errors when attempting to drop a non-existent index. PostgreSQL will issue a notice instead of an error.
Example:
DROP INDEX IF EXISTS idx_actor_first_name;
3. CASCADE: Automatically drops any dependent objects. Use this option when the index has dependencies that also need to be removed.
Example:
DROP INDEX idx_actor_first_name CASCADE;
4. RESTRICT: Default behavior that prevents the index from being dropped if there are dependent objects. Use this option to ensure that no dependencies are unintentionally removed.
Example:
DROP INDEX idx_actor_first_name RESTRICT;
5. CONCURRENTLY: Allows the DROP INDEX command to be executed without blocking other transactions. Useful for maintaining high availability and reducing downtime.
Example:
DROP INDEX CONCURRENTLY idx_actor_first_name;
Important Points for CONCURRENTLY:
We cannot use the CASCADE option with CONCURRENTLY.
DROP INDEX CONCURRENTLY cannot be executed within a transaction block.
It cannot be used on indexes for partitioned tables.
Examples of PostgreSQL DROP INDEX
For the purpose of example, we will use the actor table from the sample database to demonstrate how to manage and remove indexes effectively, ensuring optimal database performance.
Step 1: Creating an Index
The following statement creates an index for the first_name column of the actor table. This index will help optimize queries that filter by the first_name column.
Query:
CREATE INDEX idx_actor_first_name ON actor (first_name);
Step 2: Checking Index Usage
Sometimes, the PostgreSQL query optimizer may choose not to use an index if it determines that a sequential scan is more efficient. For example, the following statement finds the actor with the name ‘John‘.
Query:
SELECT * FROM actorWHERE first_name = 'John';
The query did not use the idx_actor_first_name index defined earlier as explained in the following EXPLAIN statement:
EXPLAIN SELECT * FROM actorWHERE first_name = 'John';
If the query optimizer decides to perform a full table scan instead of using the idx_actor_first_name index, it indicates that the index is not useful for this query.
Step 3: Dropping the Index
If the index is not being used or has become Outdated, we can safely remove it using the DROP INDEX command. This will remove the index and improve database performance by reducing unnecessary overhead.
Query:
DROP INDEX idx_actor_first_name;
Using IF EXISTS
If we are unsure whether the index exists and want to avoid an error, we can add the IF EXISTS option:
DROP INDEX IF EXISTS idx_actor_first_name;
Using CONCURRENTLY for Non-blocking Removal
In production environments where downtime is critical, we can use DROP INDEX CONCURRENTLY to avoid blocking other transactions:
DROP INDEX CONCURRENTLY idx_actor_first_name;
This allows other SELECT, INSERT, UPDATE, and DELETE operations to continue while the index is being dropped.
Dropping Indexes with Dependencies Using CASCADE
If the index has dependent objects (e.g., unique constraints), we can use the CASCADE option to automatically drop those objects. However, be careful with CASCADE, as it will remove all objects that depend on the index.
Query:
DROP INDEX idx_actor_first_name CASCADE;
Output
DROP INDEX
Important Points about DROP INDEX statement in PostgreSQL
The DROP INDEX statement is used to remove an existing index from a PostgreSQL database.
Before dropping an index, use the EXPLAIN statement to analyze whether the index is being used by the query optimizer.
To avoid errors during the removal process, use the IF EXISTS option.
Be cautious of dependent objects when using the CASCADE option.
Use the CONCURRENTLY option to minimize the impact on database availability during the index removal.
Conclusion
The PostgreSQL DROP INDEX command is a powerful tool for managing and optimizing your database. By understanding its various options like DROP INDEX IF EXISTS, CASCADE, and CONCURRENTLY, we can efficiently manage and remove indexes without causing errors or disrupting ongoing database operations. Whether we are dropping a single index or multiple indexes, this command ensures that our PostgreSQL environment stays efficient and optimized.
FAQs
Does DROP INDEX delete data?
No, the DROP INDEX command removes the index itself but does not delete any data from the table. The underlying data remains intact and accessible.
Does dropping a table drop the index as well?
Yes, when you drop a table in PostgreSQL, all associated indexes are automatically dropped along with it, freeing up resources.
How do I drop a UNIQUE index in PostgreSQL?
To drop a UNIQUE index in PostgreSQL, you can use the DROP INDEX command followed by the index name, just like any other index:
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13 Nov, 2024 | PostgreSQL – CREATE INDEX
13 Nov, 2024
The PostgreSQL CREATE INDEX statement is essential for improving database performance, allowing faster data retrieval by creating indexes on specified columns. Indexes in PostgreSQL act like pointers, significantly reducing the time required for query processing, especially on large tables.
In this article, we will cover how to create an index in PostgreSQL, with examples showing various types, such as single-column, multicolumn, and unique indexes, to enhance our understanding of efficient query optimization.
What is an Index in PostgreSQL?
In PostgreSQL, an index is a data structure that enhances query performance by allowing the database to retrieve data faster. The PostgreSQL CREATE INDEX statement is an important command for improving database performance by creating indexes on specified columns. Just like an index in a book, an index in PostgreSQL acts as a pointer to the data location in the table, allowing quicker data lookups.
Why Use Indexes?
Using indexes can greatly improve query speed, especially on large tables. Without an index, PostgreSQL has to perform a sequential scan, checking each row individually—a slow process for big datasets. However, with an index, PostgreSQL can quickly locate and retrieve data, which is ideal for frequently queried columns.
Syntax
CREATE INDEX index_name ON table_name [USING method]( column_name [ASC | DESC] [NULLS {FIRST | LAST }], ...);
Key Terms
Index Name: Choose a meaningful and memorable name for the index.
Table Name: Specify the table to which the index belongs.
Index Method: Choose an index method such as ‘btree‘, ‘hash‘, ‘gist’, ‘spgist’, ‘gin’, or ‘brin’. PostgreSQL defaults to ‘btree’.
Columns: List one or more columns to include in the index.
Sort Order: Specify the sort order with ‘ASC’ (default) or ‘DESC’.
Nulls Order: Specify ‘NULLS FIRST’ or ‘NULLS LAST’. ‘NULLS FIRST’ is the default with ‘DESC’, and ‘NULLS LAST’ is the default with ‘ASC’.
Types of Indexes in PostgreSQL
1. Single-Column Indexes
A single-column index is created for just one column, which is efficient if that column is frequently used in WHERE clauses.
CREATE INDEX idx_address_phoneON address(phone);
2. Multicolumn Indexes
A multicolumn index is an index on more than one column, which is beneficial if your queries frequently filter by multiple columns
CREATE INDEX idx_customer_cityON customer(city, country);
3. Unique Indexes
A unique index ensures that all values in the index are unique. It’s often used on columns that require unique values, like an email or username.
CREATE UNIQUE INDEX idx_email_uniqueON users(email);
4. Partial Indexes
Partial indexes include only rows that meet specific criteria, which is helpful for indexing frequently queried subsets of data.
CREATE INDEX idx_active_usersON users(status)WHERE status = 'active';
Examples of PostgreSQL CREATE INDEX
For the purpose of demonstration, we will use the address table from the sample database for the demonstration. Let us look at an example of CREATE INDEX Statement in PostgreSQL to better understand the concept.
1. Querying a Phone Number Without an Index
Suppose we want to find an address with a specific phone number in the address table. The following query finds the address whose phone number is 223664661973.
Query:
SELECT * FROM addressWHERE phone = '223664661973';
It is obvious that the database engine had to scan the whole address table to look for the address because there is no index available for the phone column. To show the query plan, we use the EXPLAIN statement as follows.
EXPLAIN SELECT * FROM addressWHERE phone = '223664661973';
Output
Explanation:
This output shows a sequential scan on the table, which is slow for large tables.
2. Creating an Index on the Phone Column
Creating an index on the phone column allows PostgreSQL to store the phone numbers in a structured way, which significantly speeds up search queries on this column by avoiding a full table scan.
Query:
CREATE INDEX idx_address_phone ON address(phone);
Once the index is created, PostgreSQL uses the idx_address_phone index for the lookup, making the query faster.
EXPLAIN SELECT * FROM addressWHERE phone = '223664661973';
Output
Explanation:
With the index, PostgreSQL performs an index scan instead of a sequential scan, resulting in a significant performance boost. This time, the output will show that PostgreSQL uses the index for a more efficient lookup, significantly speeding up the query.
PostgreSQL Indexing Tips
Use Indexes on Frequently Queried Columns: Index columns that are often used in WHERE clauses, joins, or sorting.
Avoid Indexes on Small Tables: For small tables, sequential scans may be faster than using an index.
Choose the Right Index Type: Consider the type of data and query when selecting an index type. The btree index is the default and works well for most use cases.
Be Cautious with Update-Heavy Tables: Indexes can slow down insert and update operations, so avoid creating too many indexes on frequently updated tables.
Use Partial Indexes for Selective Queries: Partial indexes can reduce index size and improve query performance by indexing only a subset of rows.
Conclusion
In this PostgreSQL indexing tutorial, we’ve explained how to use indexes effectively to enhance PostgreSQL query performance optimization. By creating indexes on key columns, we can improve query speed with PostgreSQL index and streamline data retrieval. For large datasets, indexing is a powerful tool to make your queries faster and more efficient, ensuring optimal database performance.
FAQs
How to create an index in Postgres?
To create an index in PostgreSQL, use the CREATE INDEX command with the syntax: CREATE INDEX index_name ON table_name(column_name);. Indexes help speed up data retrieval by reducing the amount of data scanned during queries.
What are indexes in PostgreSQL?
Indexes in PostgreSQL are special database structures that improve query performance by allowing faster search and retrieval of data. They function like a catalog or roadmap for the database, significantly reducing query response time.
How to create an index?
You can create an index in PostgreSQL using CREATE INDEX followed by the index name, table name, and column(s) you wish to index. For example: CREATE INDEX idx_column ON table_name(column_name);
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08 Oct, 2024 | What is an Index in PostgreSQL?
08 Oct, 2024
PostgreSQL is a powerful and reliable open-source relational database management system (RDBMS) known for its extensive features, including robustness and scalability. One key feature of PostgreSQL that contributes to its high performance is indexing. Proper use of indexes can significantly improve query performance by allowing faster data retrieval.In this article, we will learn about PostgreSQL indexes, their types, how to create them and ways to optimize their usage for better performance.What is an Index in PostgreSQL?An index in PostgreSQL is a tool that helps to speed up the process of finding data in a table. Without an index, PostgreSQL has to look at every row to find what you need, which can be slow for large tables. An index works like a shortcut, allowing PostgreSQL to find the data faster.Syntax:CREATE INDEX index_name ON table_name;Example of Create an Index in PostgreSQLLet's create an example table, insert some data into it, and then create some indexes.Step 1: Create a tableCREATE TABLE books ( id SERIAL PRIMARY KEY, title VARCHAR(100) NOT NULL, author VARCHAR(100) NOT NULL, publication_year INT);INSERT INTO books (title, author, publication_year) VALUES ('To Kill a Mockingbird', 'Harper Lee', 1960), ('1984', 'George Orwell', 1949), ('Pride and Prejudice', 'Jane Austen', 1813);SELECT * FROM books;CREATE INDEX idx_author ON books (author);Output:Books TableExplanation:After executing this statement, PostgreSQL will set up an index called "idx_author" on the author field of the books table. This index will be useful for queries containing filtering and searching functions on records based on the author column.Analyzing Queries with EXPLAIN statement:To analyze how PostgreSQL handles queries and whether it uses indexes, we can utilize the EXPLAIN statement. This command provides the query execution plan, showing whether the database is utilizing indexes and how the data is accessed.We can use the EXPLAIN command to see the query plan, as we can see in the below command:Query:EXPLAIN SELECT * FROM books WHERE author = 'Harper Lee';Output:Query PlanExplanation:The output will detail how PostgreSQL plans to execute the query, including whether it will use the idx_author index.Types of Indexes in PostgreSQLPostgreSQL supports various types of indexes, each optimized for different types of queries. Here’s an overview of the most common ones:1. B-Tree IndexThis is the default index type in PostgreSQL and is well-suited for most scenarios. In particular, the PostgreSQL query planner will consider using a B-tree index whenever an indexed column is involved in a comparison using these opeators. Best for: Range queries and equality checks (<, <=, =, >=, >).CREATE INDEX idx_btree ON books (author);2. Hash IndexHash indexes use a hash function to map values to locations in the index. These indexes are efficient for exact matches but are not suited for range queries.Best for: Exact match queries (=).CREATE INDEX idx_hash ON books USING HASH (author);3. GiST (Generalized Search Tree) IndexGiST indexes are flexible and support a wide range of data types and search operations. They are particularly useful for spatial and full-text search queries.Best for: Spatial and range queries (<<, &<, &>, >>, @>, <@, ~=)CREATE INDEX idx_gist ON books USING GIST (published_year);4. GIN (Generalized Inverted Index) IndexGIN indexes are designed for handling complex data types such as arrays and full-text searches. They are optimized for fast search operations but it can handle fast searches and typically consumes more space.Best for: Array and full-text searches (<@, @>, =, &&).CREATE INDEX idx_gin ON books USING GIN (title);5. BRIN (Block Range Index) IndexBRIN indexes are suitable for large tables with ordered data. They divide the table into blocks and store summarized information for each block, making them efficient for range queries on sorted data.Best for: Large datasets with ordered data, especially for range queries (<, <=, =, >=, >).CREATE INDEX idx_brin ON books USING BRIN (published_year);Optimizing Index Usage in PostgreSQLWhile indexes significantly improve query performance, they require careful management to ensure optimal utilization:Regular Maintenance: Periodically analyze and reindex indexes to optimize their performance, especially in environments with frequent data modifications.Index Selection: Select index types and column sets cautiously according to the query patterns and their workload features. Try different indexing schemes to learn the most effective one quickly.Query Optimization: Make use of PostgreSQL's query planner and execution analyzer tools so that we can identify inefficient runs and thereby optimize them better for index utilization.ConclusionIndexes are an important tool in PostgreSQL for improving query performance. By understanding the various types of indexes and how to create them, we can optimize the database for faster data retrieval. However, efficient index management requires regular maintenance and careful consideration of which columns to index on the basis on query patterns.FAQsWhat is the index of Postgres?An index in PostgreSQL is a data structure that speeds up data retrieval by allowing faster searches on specific columns. It helps avoid scanning the entire table, improving query performance.How many indexes are there in PostgreSQL?PostgreSQL supports five main types of indexes: B-Tree, Hash, GiST, GIN, and BRIN.What are the benefits of indexes in Postgres?Indexes improve query performance by allowing faster data retrieval, reducing the need for full table scans, and optimizing database operations like searches, sorting, and filtering.When to use index Postgres?Use indexes in PostgreSQL when you frequently search, filter, or sort large datasets. Indexes are especially helpful for speeding up queries that involve WHERE clauses, JOINs, or sorting operations.
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07 Aug, 2024 | Difference between MySQL and PostgreSQL
07 Aug, 2024
MySQL and PostgreSQL are two of the most widely used open-source relational database management systems. MySQL is known for its speed and ease of use, making it ideal for web applications and read-heavy workloads. PostgreSQL called “Postgres,” offers advanced features and strong data integrity by making it suitable for complex queries and transactions.
In this article, We will learn about the difference between MySQL and PostgreSQL in detail.
What’s the Difference Between MySQL and PostgreSQL?
MySQL and PostgreSQL are both popular open-source relational database management systems (RDBMS), but they have distinct features and design structures:
MySQL: It is known for its speed and reliability, MySQL is widely used in web applications and is a preferred choice for read-heavy operations. MySQL is known for being user-friendly and relatively simple to set up.
PostgreSQL: It is referred to as “Postgres,” PostgreSQL is known for its advanced features, extensibility and compliance with SQL standards. It offers robust support for complex queries, transactions, and data integrity. PostgreSQL is a good choice for applications requiring complex queries and transactions.
What are the Similarities Between PostgreSQL and MySQL?
Despite their differences, MySQL and PostgreSQL share several similarities:
Open Source: Both are open-source databases, which means they are free to use and have a large community of contributors.
SQL Compliance: They both support SQL (Structured Query Language) for querying and managing data.
Cross-Platform: Both can run on various operating systems, including Windows, Linux and macOS.
Client-Server Architecture: They use a client-server architecture where a database server handles the data and clients communicate with the server.
ACID Compliance: Both databases support ACID (Atomicity, Consistency, Isolation, Durability) properties, ensuring reliable transactions.
Key Differences: PostgreSQL vs MySQL
Data Integrity and Concurrency:
PostgreSQL: Strong emphasis on data integrity with features like MVCC (Multi-Version Concurrency Control) and support for advanced data types (JSON, XML, etc.).
MySQL: It Prioritizes speed and performance which sometimes compromising strict data integrity. It has optional transactional support with InnoDB.
Extensibility and Standards Compliance:
PostgreSQL: Highly extensible and compliant with SQL standards. It supports custom data types, operators, and full-text search.
MySQL: Less extensible but simpler to use. It offers support for a variety of storage engines, which can be switched depending on the use case.
Performance and Scalability:
PostgreSQL: Performs well with complex queries and large datasets, supporting horizontal scaling through sharding and replication.
MySQL: Known for its read-heavy workload efficiency and high-speed read operations. MySQL’s replication can be challenging in terms of consistency.
Community and Support:
PostgreSQL: Has an active community, comprehensive documentation, and a wide variety of extensions.
MySQL: Has a larger user base, with widespread commercial support and a variety of tools available.
License:
PostgreSQL: Uses the PostgreSQL License, similar to the MIT License, which is permissive.
MySQL: Uses the GNU General Public License (GPL) with commercial options available from Oracle.
How to Choose Between PostgreSQL vs MySQL
Choosing between PostgreSQL and MySQL depends on several factors:
Application Requirements: If your application requires complex queries, data integrity, and extensibility, PostgreSQL is often the better choice. For simpler, read-heavy applications where speed is critical, MySQL might be more suitable.
Skill Set: Consider the familiarity of your team with the respective database. PostgreSQL can have a steeper learning curve due to its extensive features.
Community and Ecosystem: If you require strong community support and a variety of third-party tools, both databases offer strong ecosystems, but MySQL’s commercial support may provide more comprehensive resources.
Budget: Both databases are open source, but commercial support costs can differ. PostgreSQL’s permissive license may offer more flexibility for proprietary applications.
Hosting and Scalability: Consider your hosting environment and scalability needs. PostgreSQL offers more flexibility in terms of replication and scaling solutions.
Summary of Differences: PostgreSQL vs MySQL
PostgreSQL: Best for complex applications requiring full SQL compliance, data integrity, and extensibility. Suitable for developers needing custom data types and complex queries.
MySQL: Ideal for simple, read-heavy applications requiring speed and reliability. Offers various storage engines and is easier to set up for beginners.
Conclusion
Both PostgreSQL and MySQL are powerful RDBMS solutions with their unique strengths. The choice between them should be guided by the specific needs of your application, your team’s expertise, and the level of community and commercial support you require. PostgreSQL is favored for complex and data-intensive applications, while MySQL is preferred for high-speed, simple read-heavy applications.
FAQs
Can PostgreSQL and MySQL be used together in the same application?
Yes, it is possible to use both databases in the same application. You can leverage the strengths of each by connecting to them through an application layer or using data integration tools.
Which database is better for handling large datasets?
PostgreSQL is generally better suited for handling large datasets and complex queries, thanks to its advanced features and optimization for such scenarios.
How do licensing differences affect the choice between PostgreSQL and MySQL?
PostgreSQL’s permissive license allows for greater flexibility in proprietary projects, while MySQL’s GPL license requires that modifications be open-sourced if the software is distributed. It can influence the choice depending on your project’s licensing needs.
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23 Jun, 2020 | Difference between MariaDB and PostgreSQL
23 Jun, 2020
1. MariaDB :
MariaDB is an open source relational database management system (RDBMS) that is a compatible drop-in replacement for the widely used MySQL database technology. It is developed by MariaDB Foundation and initially released on 29 October 2009. MariaDB has a significantly high number of new features, which makes it better in terms of performance and user-orientation than MySQL.
2. PostgreSQL :
PostgreSQL is a powerful, open-source Object-relational database system. It provides good performance with low maintenance efforts because of its high stability. PostgreSQL was the first DBMS that implemented multi-version concurrency control (MVCC) feature.
Difference between MariaDB and PostgreSQL :
S.NO.
MARIADB
POSTGRESQL
1.
Developed by MariaDB Corporation Ab and MariaDB Foundation on 2009.
Developed By PostgreSQL Global Development Group on 1989.
2.
It is a MySQL application compatible open source RDBMS, enhanced with high availability, security, interoperability and performance capabilities.
It is widely used open source RDBMS.
3.
MariaDB is written in C and C++ languages.
PostgreSQL is written in C languages.
4.
The primary database model for MariaDB is Relational DBMS.
Also the primary database model for PostgreSQL is Relational DBMS.
5.
It has two Secondary database models – Document store and Graph DBMS.
It has Document store as Secondary database models.
6.
Server operating systems for MariaDB are FreeBSD, Linux, Solaris and Windows.
Server operating systems for PostgreSQL are FreeBSD, HP-UX, Linux, NetBSD, OpenBSD, OS X, Solaris, Unix and Windows.
7.
It supports Server-side scripting.
It has user defined functions for Server-side scripts
8.
Supported Partitioning method are – Horizontal partitioning, sharding with Spider storage engine and Galera cluster.
In PostgreSQL, partitioning can be done by range, list and hash.
9.
It support two replication methods – Master-master replication and Master-slave replication.
It support only one replication methods – Master-master replication
10.
It supports in-memory capabilities.
It does not supports in-memory capabilities.
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Python, PHP decoct( ) Function, Mongoose | findOneAndRemove() Function, Angular PrimeNG Introduction, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0263817422, 0.00905378629, -0.0211463664, 0.0373760313, -0.00654991064, -0.00787582621, -0.00442161644, -0.0131339645, -0.042247206, 0.0310935806, 0.0495767333, -0.0227966476, 0.0135550713, -0.0214650407, -0.0290449541, -0.00289226067, 0.0121779395, -0.0171515457, -0.0465948433, -0.0207024962, 0.0265410785, 0.000994436909, 0.011950314, -0.000590758107, 0.00878632627, 0.00293351756, 0.0148411524, -0.00352818798, -0.0336657427, 0.00161898311, 0.0207024962, -0.00102573528, 0.00100724073, -0.00721002324, -0.0221820604, -0.0197123289, -0.0322317034, -0.0332104936, 0.0179937594, 0.00250387541, 0.0103455577, 0.0450925194, 0.00697670737, 0.0021766643, -0.0211691279, 0.0305245183, 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02 Jul, 2020 | Difference between Elasticsearch and MariaDB
02 Jul, 2020
1. Elasticsearch :
Elasticsearch is a distributed search and analytics engine.It is open source and can be used for all types of data.It is implemented in Java programming language and supports all operating systems having java virtual machines (J.V.M).It is the main component of Elastic Stack, which is a open source application for data analysis and visualization. It has high scalability and the speed of performing a action is also high which makes it a easy and fast tool for data analysis, processing and visualization.
2. Maria DB :
Maria DB is an enhanced version of MySQL which was made by the original developers of MySQL to increase the functionality. Maria DB is an open source software. It is used worldwide because of its speed and its robust nature. It was developed by Maria DB enterprise in 2009. It is secure and has a inbuilt database firewall also. It is a relational database which has a SQL interface from which we can access data.
Difference between Elasticsearch and MariaDB :
S.NO.
Elasticsearch
Maria DB
1.
Elasticsearch is a search and analytics engine based on Apache Lucene.
MariaDB is a relational database management system.
2.
The secondary database model is a document storage.
The secondary database model is document store and graph DBMS in MariaDB.
3.
It has no concept of transactions.
It has concept of transactions satisfying ACID properties.
4.
It was developed by ELASTIC in 2010.
It was developed by MariaDB Corporation Ab (MariaDB Enterprise), MariaDB Foundation (community MariaDB Server) in 2009.
5.
It does not have XML support.
It has XML support.
6.
It involves eventual consistency.
It involves immediate consistency.
7.
It is implemented in java.
It is implemented in C and C++ languages.
8.
It has Java API, RESTful HTTP/JSON API.
It has proprietary native API, ADO.NET, JDBC AND ODBC.
9.
It is considered high than MariaDB in terms of ranking.
It is considered less than Elasticsearch in terms of ranking.
10.
It accepts all operating systems having J.V.M.
It supports LINUX, FreeBSD, Solaris, Windows.
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in PHP, Mongoose Queries Model.deleteOne() API, Pgmagick flip() method – Python, PHP decoct( ) Function, Mongoose | findOneAndRemove() Function, Angular PrimeNG Introduction, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0112480884, 0.000450663531, -0.0195716731, 0.0158894043, 0.0236801859, 0.0194887929, -0.0235025845, -0.00573356496, -0.0482365377, -0.00298962346, 0.0376514941, -0.0133319451, -0.00741189811, -0.0103600817, -0.0178075, 0.0245800335, 0.0251246765, -0.0029481831, 0.00214305683, -0.0145751545, -0.000435123424, -0.0122071356, -0.0198084749, -0.00844198652, -0.00399011141, 0.0121716158, 0.0153684402, 0.00812822394, -0.044329308, -0.0192401502, 0.0417008065, -0.0180324614, 0.00478931749, 0.00715141604, -0.0265218075, -0.0100759193, -0.0273742955, -0.0402089544, 0.0148001164, 0.0185771063, 0.0348572321, 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07 Jul, 2022 | Difference between Couchbase and MariaDB
07 Jul, 2022
1. Couchbase :
Couchbase Server is an open-source, distributed multi-model NoSQL document-oriented database software package that is optimized for interactive applications. It is also known as Membase. It was developed by Couchbase, Inc. and initially released on August 2010.
2. MariaDB :
MariaDB is an open source relational database management system (RDBMS) that is a compatible drop-in replacement for the widely used MySQL database technology. It is developed by MariaDB Foundation and initially released on 29 October 2009. MariaDB has a significantly high number of new features, which makes it better in terms of performance and user-orientation than MySQL.
Difference between Couchbase and MariaDB :
S.NO.
Couchbase
MariaDB
1.
Developed by Couchbase, Inc. and initially released on August 2010.
Developed by MariaDB Foundation and initially released on 29 October 2009.
2.
Couchbase is written in C++, Erlang, C and Go languages.
MariaDB is written in C, C++, Perl and Bash languages.
3.
The primary database model for Couchbase is Document Store.
The primary database model for MariaDB is Relational DBMS.
4.
The secondary database model for Couchbase is key-value store.
The secondary database model MariaDB is Document Store and Graph DBMS.
5.
Couchbase supports Map Reduce method.
MariaDB does not supports Map Reduce method.
6.
There is no Foreign Keys in Couchbase and hence no Referential Integrity.
MariaDB provides the concept of Referential Integrity and have Foreign keys.
7.
Couchbase is Data Schema free.
In MariaDB the data schema supports dynamic columns.
8.
Couchbase only supports Declarative query language (N1QL) that extends ANSI SQL to JSON.
MariaDB has many queries similar and the working is also similar to SQL i.e it supports SQL.
9.
Server operating systems for Couchbase are Linux, OS X and Windows.
Server operating systems for MariaDB are FreeBSD, Linux, Solaris, Windows.
10.
Famous companies like Lockwood Publishing, Code Weavers, MSLGROUP, The Doyle Group, etc uses Couchbase.
Famous companies like CUNY, Accenture, Docplanner, Grooveshark, Northrop Grumman, uses MariaDB.
11.
CouchBase only supports sharding.
MariaDB supports horizontal partitioning and sharding.
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09 Jul, 2020 | Difference between RDBMS and Couchbase
09 Jul, 2020
1. RDBMS :
RDBMS stands for Relational Database Management Systems. It is most popular database. In it data is store in the form of row that is in the form of tuple. It contain numbers of table and data can be easily access because data is store in the table. This Model was proposed by E.F.
2. Couchbase :
Couchbase Server is an open-source, distributed multi-model NoSQL document-oriented database software package that is optimized for interactive applications. It is also known as Membase. It was developed by Couchbase, Inc. and initially released on August 2010.
Difference between RDBMS and Couchbase :
S.No.
RDBMS
Couchbase
1.
RDBMS is a relational database.
It is a non-relational and document-oriented database.
2.
RDBMS is column-based.
Couchbase is field-based.
3.
It has a predefined schema.
It has a dynamic schema.
4.
It is slower in comparison with Couchbase.
Couchbase is faster than RDBMS.
5.
It supports SQL query language only.
It supports JSON query language.
6.
RDBMS does not provide JavaScript client for querying.
It provides a JavaScript client for querying.
7.
RDBMS is not suitable for hierarchical data storage.
Couchbase is suitable for hierarchical data storage.
8.
It centers around ACID properties.
It also centers around ACID properties.
9.
RDBMS is vertically scalable.
Couchbase is horizontally scalable.
10.
It supports complex joins.
It doesn’t support for complex joins.
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between MariaDB and PostgreSQL/Difference between Elasticsearch and MariaDB/Difference between Couchbase and MariaDB/Difference between Oracle and Couchbase/Difference between RDBMS and Couchbase | https://www.geeksforgeeks.org/difference-between-rdbms-and-couchbase?ref=asr10 | Languages | Difference between RDBMS and Couchbase | PHP | IntlChar::isUWhiteSpace() Function, DevOps Prerequisites [2025] - Things to Learn Before DevOps, Benefits of Progressive Web Apps for Business, Mongoose Document Model.remove() API, PHP | IntlChar::isULowercase() Function, Angular PrimeNG Form Calendar Custom Content Component, Difference between Oracle and Couchbase, Pgmagick blur() method – Python, Mongoose Query.prototype.replaceOne() API, PHP | IntlChar::isspace() Function, PHP ord() Function, TensorFlow.js Tensor Random Complete Reference, PHP | IntlChar isdefined() Function, How to Check if a Value Exists in an Associative Array in PHP?, Top 10 Programming Languages of 2015, Top 10 Machine Learning 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14 Jul, 2020 | Difference between Couchbase and Redis
14 Jul, 2020
1. Couchbase :
Couchbase Server is an open-source, distributed multi-model NoSQL document-oriented database software package that is optimized for interactive applications. It is also known as Membase. It was developed by Couchbase, Inc. and initially released on August 2010.
2. Redis :
Redis stands for Remote Dictionary Server which is an in-memory data structure project implementing a distributed, in-memory key–value database with optional durability. Redis is developed by Redis labs and initially released on May 10, 2009. It is written in ANSI and C languages. Redis offers memory efficiency, fast operating speed, high availability and provides some features like tenability, replication, clustering, etc.
Difference between Couchbase and Redis :
S.No.
COUCHBASE
REDIS
1.
It was developed by Couchbase, Inc. and initially released on August 2010.
It developed by Redis labs and initially released on May 10, 2009.
2.
It is written in C++, Erlang, C and Go languages.
It is written in ANSI and C languages.
3.
The primary database model for Couchbase is Document Store.
The primary database model for Redis is Key-Value store.
4.
It supports secondary indexes without any restrictions.
It supports secondary indexes only with RediSearch module.
5.
It supports Declarative query language (N1QL) that extends ANSI SQL to JSON.
It do not have SQL support.
6.
The Server-side scripting in Couchbase is via the Functions and timers in JavaScript.
The Server-side scripting in Redis is through Lua.
7.
It does have Triggers.
It does not have Triggers.
8.
It supports Map Reduce method.
It does not support Map Reduce method.
9.
It supports Master-Slave Replication and Master-Master Replication.
It supports Master-Slave Replication and Multi-Master Replication.
10.
Server operating systems for Couchbase are Linux, OS X and Windows.
Server operating systems for Redis are BDS, Linux, OS X, Windows.
11.
Famous companies like Lockwood Publishing, Code Weavers, MSLGROUP, The Doyle Group, etc uses Couchbase.
Famous companies like Snapchat, Craigslist, Digg, StackOverflow, Flickr, etc uses Redis.
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26 Jun, 2020 | Difference between Couchbase and IBM Db2
26 Jun, 2020
1. Couchbase :
Couchbase Server is an open-source, distributed, JSON document database that is enhanced for interactive applications. It is also known as Membase. It was developed by Couchbase, Inc. and initially released in August 2010. It is written using C++, Erlang, C, Go languages and its server is designed to provide us with easy-to-scale key-value or JSON document access with high sustained throughput and low latency.
2. IBM Db2 :
IBM Db2 is a family of data management products, including database servers, developed by IBM. It is a Relational Database Management System (RDBMS) which supports object-oriented features and non relational structure with XML. Db2 is designed to store, analyze and retrieve the data efficiently. It was initially released in 1983 and is written in C, C++, Java and Assembly language.
Difference between Couchbase and IBM Db2 :
SR.NO
Couchbase
IBM Db2
1
It is developed by Couchbase, Inc. in 2010
It is developed by IBM in 1983.
2
It is written in C++, Erlang, C and Go languages.
It is written in C, C++, Assembly language, Java languages.
3
The primary database model for Couchbase is Document Store.
The primary database model for Db2 is Relational DBMS.
4
Server operating systems for Couchbase are Linux, OS X and Windows.
Server operating systems for Db2 are AIX, HP-UX, Linux, Solaris, Windows and z/OS.
5
It does not have the concept of Foreign keys.
It has the concept of Referential Integrity and Foreign keys.
6
It supports Map Reduce method.
It does not support of Map Reduce method.
7
Famous companies like Lockwood Publishing, Code Weavers, MSLGROUP, The Doyle Group, etc uses Couchbase.
Famous companies like JPMorgan Chase, Bank of America, Scotiabank, Citi, etc use Db2.
8
It has free Data Schema.
It has fixed Data Schema.
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10 Jan, 2023 | Difference between MS SQL Server and IBM DB2
10 Jan, 2023
1. Microsoft SQL Server :
It is relational database management system (RDBMS) developed by Microsoft Corporation and initially released on April 24, 1989. It is written in C and C++ languages. It is platform-dependent and it is both GUI and command based software. It supports a variety of transaction processing, analytics applications, and business intelligence in corporate environments.
2. IBM DB2 :
It is Relational Database Management System (RDBMS) product from IBM. It is made to analyze, store, and retrieve the data efficiently. DB2 product is increased with the support of Object-Oriented features and non-relational structures with XML. It is written in C and C++ languages.
Difference between Microsoft SQL Server and IBM DB2 :
S.NO.
Microsoft SQL Server
IBM DB2
1.
Developed by Microsoft Corporation.
Developed by IBM.
2.
MS SQL Server was initially released on April 24, 1989.
IBM DB2 was initially released in 1983.
3.
For MS SQL Server, Server operating systems are Linux and Windows.
IBM DB2 Server operating systems are AIX, HP-UX, Linux, Solaris, Windows, z/OS.
4.
APIs and other access methods include ADO.NET, JDBC, ODBC, OLE DB, Tabular Data Stream (TDS).
APIs and other access methods include ADO.NET, JDBC, JSON style queries, ODBC and XQuery.
5.
MS SQL Server supports C#, C++, Delphi, Go, Java, JavaScript (Node.js), PHP, Python, R, Ruby, Visual Basic programming languages.
IBM DB2 supports C, C#, C++, Cobol, Delphi, Fortran, Java, Perl, PHP, Python, Ruby, Visual Basic programming languages.
6.
Secondary database models are Document store and Graph DBMS.
Secondary database models are Document store and RDF store.
7.
In MS SQL Server tables can be distributed across several files (horizontal partitioning) and sharding is done through federation.
IBM DB2 supports Sharding Partitioning methods.
8.
Famous companies like Bank of America, UPS, etc uses MS SQL Server.
Famous companies like Wells Fargo, Citi, JPMorgan Chase, Bank of America, etc uses IBM DB2.
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30 Jun, 2020 | Difference between IBM DB2 and MongoDB
30 Jun, 2020
1. IBM DB2 :
IBM DB2 is a relational database which was developed by IBM in 1983. It is considered as a family of database management products which are build for AI. It has enhanced capabilities for performing transactions. It works on the principle of ACID and has high flexibility and performance. It has efficient backup facilities and is considered very secure. It is extremely reliable and is supported by Linux, Unix and Windows operating systems. It has a commercial license and has high scalability.
2. MongoDB :
MongoDB is a document oriented Database model which is a open source software. It was developed by MongoDB Inc. in 2009.It is implemented in C++ language. MongoDB uses the documents like JSON. It can be used as a standalone program and provides backup facility. It has a high ranking and is very popular among databases. It also consists of user defined java script functions. In MongoDB the scaling is done horizontally by the use of sharding.
Difference between IBM DB2 and MongoDB :
S.NO.
IBM DB2
MongoDB
1.
IBM DB2 is a relational database model.
MongoDB is a document oriented database model.
2.
Pessimistic Locking model is there in IBM DB2.
Optimistic Locking model is there in MongoDB.
3.
It has more efficient backup functionality as compared to Maria DB.
It has comparatively less efficient backup functionality.
4.
It was developed by IBM in 1983.
It was developed by MongoDB Inc. in 2009.
5.
It is a commercial software.
It is a open source software.
6.
It involves in place updates.
It doesn’t involve in place updates.
7.
It uses triggers for insert, update and delete events.
It doesn’t use triggers for insert, update and delete events.
8.
It is implemented in C and C++ languages.
It is implemented in C++ language.
9.
It cant be used in standalone program.
It can be used in standalone program.
10.
It is considered less than MongoDB in terms of ranking.
It is considered better than IBM DB2 in terms of ranking.
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29 Jun, 2020 | Difference between SQLite and IBM DB2
29 Jun, 2020
1. SQLite :
SQLite is a software library that provides a relational database management system (RDBMS). It was designed by D. Richard Hipp on August 2000. The design goals of SQLite were to allow the program to be operated without installing a database management system (DBMS) or requiring a database administrator. The lite in SQLite means light weight in terms of setup, database administration, and required resource.
2. IBM Db2 :
IBM Db2 is a family of data management products, including database servers, developed by IBM. It is a Relational Database Management System (RDBMS) which supports object-oriented features and non relational structure with XML. Db2 is designed to store, analyze and retrieve the data efficiently. It was initially released in 1983 and is written in C, C++, Java and Assembly language.
Difference between SQLite and IBM Db2 :
SR.NO
SQLite
IBM Db2
1.
It is developed by D. Richard Hipp in 2000.
It is developed by IBM in 1983.
2
SQLite server operating systems are server-less.
Db2 server operating systems are AIX, HP-UX, Linux, Solaris, Windows and z/OS.
3
The primary database model for SQLite is Relational DBMS.
The primary database model for IBM Db2 is Relational DBMS.
4
It is written in C language.
It is written in C, C++, Assembly language, Java languages.
5
Famous companies like Adobe, Google, Bosch, Facebook, Dropbox, etc uses SQLite.
Famous companies like JPMorgan Chase, Bank of America, Scotiabank, Citi, etc use Db2.
6
It provide in-memory capabilities.
It do not provide in-memory capabilities .
7
It is a open source software framework.
It is a commercial databases.
8
It supports Secondary indexes.
It supports the secondary indexes without any restrictions.
9
It supports C, C#, C++, Matlab info, ColdFusion info, R info, Dart info, Delphi info, Erlang, Java, JavaScript, PHP, Python, Ruby.
It supports C, C++, Cobol, Java, Perl, PL/1, Python, R, Ruby.
10
It do not provides access rights for users and roles.
It provide fine grained access rights according to SQL-standard.
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10 Dec, 2017 | Things one should know before choosing Computer Science as their major
10 Dec, 2017
So it’s time for you to go to college and your dream of studying computer science and engineering is finally getting closer. Computer scientists are the people that will play major part in the upcoming age of human advancement. They are the ones who solve the problems by writing plenty of lines of codes, use their creativity and develop apps, software and also the web pages which we see every day in our digital devices.
But the world is competitive out there; the companies are looking for the people who have a versatile set of skills. The upcoming engineers need to saturate themselves from the usual computer techies to the real computer technocrats. Computer science is a field that requires dedication and lots of passion. Here are some things that I think I should have known before coming to college. I think these 5 points will be helping every computer science fresher a lot.
1. It’s not necessary for you to have a computer science background from your school.
Such kind of uncertainty has been observed among lots of freshers that they cannot perform like those guys who have CS background from their schools. I want you guys to know that it’s merely a rumor. It all depends on how much and how often you practice your skills rather than having a past experience. There are plenty of friends of mine who are performing extraordinarily inspite of not having computer science in their school. If you are ready to learn new things and have interest in them, nothing can stop you from mastering them.
2. Problem solving skill is preferred over number of programming language you know
If you think that learning numerous of program languages will lead you to the ultimate mastery of computer programming than let me be very frank, you are terribly wrong here. A good computer programmer is the one who understands the problem carefully and then tries to solve it step by step, with proper dedication and patience, and then codes it in a particular language. Problem solving attitude is very important to study computer science. If you are good in solving problems and you have mastery in one language only, then you can be hired by any of the top IT companies anywhere in the world. The one with an extraordinary problem solving skills will always be in demand.
3. Attitude toward learning new things always comes first
A computer technocrat is the one who keeps on learning throughout his life. Therefore, one must not give up his learning attitude. As we all know the technology is advancing at a very high rate and new things keep on coming every time. So, from time to time you will have to keep on updating yourself with the new things. You always need to be ready to learn new technologies that are in demand and familiarize yourself with them.
4. Never hesitate to use your creativity
It has been observed that most people do not think of the word “creative” when they hear computer science. However, being a computer science student let me tell you that I enjoy computer science not just because it has math, coding, algorithm or data structure but also because I can use my creativity while developing my own apps, and web pages both at frontend and backend. Moreover, the projects that we do in college can be made unique by applying our creativity. And that’s how computer science can be a fun.
5. You don’t have to be genius to write a code
This myth is one of the myths that suppress the skill of coding of a lot of freshmen students. Programming is not an exceptional skill, it isn’t meant for geniuses. Writing codes is fun. It’s just like removing the bricks from a dark room, one by one and at the end what you find is light! As the Bill Gates said,”Everyone in this world should learn how to write code, because it teaches us how to think.”
Anyone can be a master in coding, what it takes to succeed has a lot more to do with creativity, common sense, dedication and hard work than it does with raw brain power.
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Top 7 Reasons to Learn Flutter, Angular PrimeNG Introduction, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [0.00814144872, 0.00108911202, -0.012040738, 0.0304413531, 0.02777908, 0.00380180776, -0.00814817101, 0.00269756909, -0.0134659959, 0.00676325103, 0.00424888125, -0.0563111231, 0.0604524389, -0.0190258455, -0.0142660225, 0.0260311216, 0.0021647783, 0.0187031459, -0.0405526161, -0.0196981374, -0.00354969851, -0.0266092923, -0.0410097726, -0.01271303, -0.025789097, 0.0230864845, -0.00484722061, 0.0112944953, -0.0242831632, -0.00391945848, 0.0360348187, 0.0187031459, 0.0044774604, -0.0512017086, 0.00249924324, -0.014252577, -0.0390466824, -0.0613667555, -0.00902887341, 0.0292312279, 0.0137281893, 0.000183094351, 0.0212578531, -0.0203569829, 0.0195905697, -0.022373857, -0.0368415676, -0.0588389412, 0.0101852138, 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01 Oct, 2024 | Why Developers Should Have a YouTube Channel?
01 Oct, 2024
YouTube… The most addictive platform for all age groups. Whether you want to watch movies or you want to make ice cream or you want to learn something everyone prefers to get everything through online videos sitting at home and definitely free of cost (jokes apart…). On YouTube, information is overloaded, and being a developer or starting your programming journey you might have definitely taken the help of YouTube videos to understand the concepts in a better way and there is a possibility that you might have been inspired by those YouTubers as well.
If you are a passionate developer we suggest you not only watch the videos of renowned programmers/developers on YouTube but also start your own YouTube channel and there are multiple benefits to doing that. Let’s discuss this in detail…
1. Learning and Social Exposure
When you teach something to others it helps you to get knowledge about a specific topic in detail and also clear all your doubts. You do research, you go through the documentation, you watch some other tutorials, you build projects and when you make videos after learning all the things you need to write code again, you need to look at the whole application, again and again, you redo few things and a lot of things are repetitive so eventually it makes your concepts more clear and helps you to remember everything in-depth for a long time.
“If you can’t explain it to a six-year-old, you don’t understand it yourself.” — Albert Einstein
It also helps in personal development and removes social anxiety. A lot of developers don’t talk much, do not have social skills, and love to isolate themselves from others. Being on camera, explaining things to others, and talking gives them an opportunity to communicate, to share their opinion which eventually helps them to remove social anxiety and learn how to deal with other people.
2. Online Presence
No matter in what field you are working, an online presence is very important in this technical era of the 21st century. Everything is running online and for professional growth online presence matter a lot for everyone whether it’s a LinkedIn account, personal blog, personal website, or your own youtube channel. It creates a brand that is really helpful in making connections, getting feedback from others, and for professional growth as well.
3. Helps in Promoting Business
Online activity and the internet is the best source to promote any kind of business and make a profit from it especially when you are doing it through videos. You can showcase your services and products through your channel. When you showcase your services, your projects, or your portfolio, you can get potential clients and customers all over the world. It can help you in freelancing or any other business. Your services can reach from one person to two, two people to four, four to eight, and so on.
Also Read: How to Create Your Personal Branding as a Software Developer?
4. Helps in Getting a Lot of Jobs/Career Opportunities
It’s hard to get a job as a developer when you have no computer science degree and you are a self-taught programmer. At that time you really need to do something which can help you to showcase your talent or your interest in programming to the recruiters. So what’s the best solution….definitely YouTube. Suppose you want to become a python developer and if you make videos on python, a recruiter visiting your channel can watch your coding skill. They can also check your knowledge and interest in programming which can help you in landing a job.
5. Side Income
One of the toughest things is to generate side income through a YouTube channel. It needs a lot of patience and consistency if you want to generate money through YouTube. A lot of YouTubers give up on making YouTube videos and continuing because they find difficulty in getting subscribers and generating side income. Initially, you won’t make anything but as we have said that you need to stick with making videos, and making good content if you put in a lot of effort then you can definitely get viewers and subscribers and you can start making money. You can generate money through affiliate marketing, promoting someone else content or product, and sponsorship, and a lot of options are out there. We agree that starting a youtube channel and maintaining it is difficult. You make one video, then another video, then another one and you spend your time but you may become sad because you don’t get any subscribers or views on your video.
Also, let us tell you if you’re having a passion for sharing your knowledge and expertise through your videos but are still not ready for starting your own YouTube channel because of any reason like not having time to manage the channel, difficulty in understanding copyright & other policies of YouTube, etc. – no worries, GeeksforGeeks has a solution of it for you!
You can apply for GeeksforGeeks Video Freelancing opportunity where you will be selected as a freelance video contributor for GeeksforGeeks and what you do is contribute videos that will be published on the GFG website. You can opt to create and contribute content from various domains including Programming Languages, DSA, Machine Learning, Android Developments, etc.
You’ll not only get to connect with your audience and share your knowledge with them by making videos – but you’ll get the appropriate remuneration as well for your videos.
Conclusion:
So, these all are the reasons people quit but you need to accept that you will have to go through this phase when you start your own YouTube channel. Remember that people who have thousands of subscribers also started from nothing but they didn’t quit and that’s the reason they are successful. We would like to share the name of a few popular developers who started their journey making YouTube videos from nothing but now they have thousands of subscribers and they love making videos and helping others.
Striver
Gaurav Sen
Rachit Jain
Keerti Purswani
Nishant Chahar
Love Babbar, and many others!
So now if you are telling yourself to start your channel and make videos even if it’s just for 5-10 minutes then do it but a quick tip is here be genuine, be consistent, and do not fake anything in your youtube videos.
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11 Sep, 2020 | Why Golang is so Popular Among Developers?
11 Sep, 2020
Golang, also known as “Go, ” is a compiled language, fast and high-performance language intended to be simple and is designed to be easy to read and understand. Go was created at Google by Rob Pike, Robert Griesemer, and Ken Thompson, and it first appeared in Nov 2009. The syntax of Golang is designed to be highly clean and accessible.
Go was invented in 2007 at such a time when multicore CPU architectures were common everywhere, and no programming language simplified the development of multi-threaded applications. The responsibility of managing different threads safely and efficiently was a huge responsibility on developers. Go is different from other languages; it is young yet so powerful. Goroutines revolutionized competitive programming on the other level.
It is tested and proved that applications that are written on Go are highly performant and scalable. Golang is a very efficient language, just like C/C++, handling parallelisms like Java, and has easy code readability like Python and pearl. Golang has indisputable architectural advantages over its predecessors.
Go is used by some of the big brands such as BBC, Uber, Novartis, Basecamp, and Soundcloud. Uber has reported better throughput, high performance, latency, and uptime. BBC, the house name in broadcasting the world news, uses it for backend, including crawlers and web scrapers. The build and deployment system of Soundcloud is in Go.
Why Go?
It is effortless to learn for programmers with C++ experience, and also converting legacy code to Go is pretty straightforward and fairly simple. Being a compiled, statically typed language, it’s much faster than interpreted options and also offers most of the performance benefits. Go as a language is more similar to C, however in addition to C features, Go offers memory safety, garbage collection, structural typing, and CSP-Style concurrency.
Go fits really well for general performance-oriented cloud software. The popular DevOps tools are written in Go, such as Docker, and even the open-source container orchestration system Kubernetes is built on go. Vitess, a Google built distributed database system and a MySQL backend built with Golang, has been in use by YouTube since 2011.
Golang ranked in the 5th position in the Stack Overflow Survey that was conducted in 2018. According to the Q2 GitHub report in 2018, Golang had a growth rate of almost 7% overall with a 1.5 change from the previous Quarter. And by Q4 of 2019, Golang has grown to an 8% overall increase.
Reasons Why Golang is so Popular?
Go is a statically typed, compiled language; hence you can easily catch problems early on.
Go compiles instantly to machine code, so it makes the edit/refresh cycle relatively fast, and still reasonably efficient machine code is produced.
Go is designed in such a way that it makes it easy to write highly concurrent, networked programs.
Go comes with a lot of built-in infrastructure to support testing; you can effortlessly define and test modules; this further strengthens engineering discipline.
Go’s cross-platform hallmarks make porting code very easy, and this is the most significant advantage of Go.
Go gives opinionated formatting, linting & vet tool as a default part of the package, and the Go compiler even enforces things like unused variables. This makes it a professional language.
Go’s native support for concurrency and parallelism is what makes it so special. This makes Go a perfect language for applications that require heavy concurrent and/or parallel processing, networking, massive computing, etc.
Go is the best for cloud compatibility. Go is featured with a better garbage collection facility, good network package & solving the problem of unused variables, multi and cross-culture compilers.
Practical Cases
1. SendGrid moved to Go
SendGrid, a customer communication platform, decided to move to Go as its primary development language long back in 2014. The SendGrid team needed to make a fundamental shift in their development language, and it boiled down to a competition between Scala, Java, and Go. The biggest challenge that SendGrid faced in development then was concurrent programming. Having the idea of concurrent asynchronous programming as part of the language was one of the most compelling reasons why Go was chosen at SendGrid.
2. Hexac switched from Python to Go
Tigran Bayburtsyan, the Co-Founder and CTO at Hexac, writes an exclusive article where he shares why his company moved from Python to Go. Based on their code base statistics, after rewriting all their projects in Go, they got 64% less code than they had earlier. They saved a lot of resources (Memory, CPU) because of the built-in language features of Go.
Go gave their development team huge flexibility, single language for all use cases, and for all of them, it worked very well. At Hexact Inc, they got about 30% more performance on their backend and API services. Now they can handle logging real-time, transfer it to the database, and make streaming with Websocket from single or multiple services. This is an outstanding outcome from using Go language features.
3. Salesforce ditched Python for Go
Before launching Einstein Analytics in 2017, Salesforce renewed the backend and entirely rebuilt it on Google’s popular Go language. Salesforce principal architect Guillaume Le Stum stated that ‘Python fails to do multi-threading well, while Go, is built for heavy applications suitable for Google’s production systems, the language has been tested and approved by Google, so Salesforce chose to shift Einstein Analytics, the vital part of Salesforce, from a hybrid C-Python application to a completely Go application.
4. Containerum chooses to Go over others
Containerum, a container management platform been using Go as their primary language for about four years now, and despite certain challenges, the engineering team thinks it is a good choice. The main reason to choose Go at Containerum Platform is that it consists of a group of smaller services that communicate with other components of the system. To ensure this, it is highly necessary to secure interface compatibility and write code that is too simple, easy to read and maintain.
Go enables adding patches and allows using ready components in the code base, e.g., image names parsing validation, key object models, etc. and this is one of the reasons Containerum chose Go. Containerum considered Go over other languages because of its many Pro features/facts such as static typing, minimalism, standard library, fantastic performance, super-fast compilation, and much more.
5. Popular DevOps tools are written in Go
The giant company Google considered writing Kubernetes in other languages, including but according to Joe Beda, co-founder of Kubernetes, none of these languages were as effective as Go. There were many reasons why Kubernetes is written in Go. Some of them include – great libraries, fast tools, built-in concurrency, garbage collection, type safety, etc. According to Joe, the patterns and tools in Go have encouraged the Kubernetes team to make well-factored and reusable code that will give them both a high degree of flexibility and velocity at the same time.
Docker has been the biggest user of Go. The team at Docker liked to Go because it offered them many benefits: static compilation with no dependencies, neutral language, a full development environment, extensive strong standard library, and data types, strong duck typing, and the ability to build for multiple architectures with minimal nuisance.
Istio, part of the Kubernetes ecosystem, is also written in Go. Since Kubernetes was also written in Go, it was a perfect approach for Istio to write in Go. That is not just one reason, among many, Go’s suitability for decentralized, distributed networking projects was one of the main reasons to choose Go at Istio.
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19 Sep, 2024 | 10 Most Popular Big Data Analytics Tools
19 Sep, 2024
As we’re growing with the pace of technology, the demand to track data is increasing rapidly. Today, almost 2.5quintillion bytes of data are generated globally and it’s useless until that data is segregated in a proper structure. It has become crucial for businesses to maintain consistency in the business by collecting meaningful data from the market today and for that, all it takes is the right data analytic tool and a professional data analyst to segregate a huge amount of raw data by which then a company can make the right approach.
There are hundreds of data analytics tools out there in the market today but the selection of the right tool will depend upon your business NEED, GOALS, and VARIETY to get business in the right direction. Now, let’s check out the top 10 analytics tools in big data.
1. APACHE Hadoop
It’s a Java-based open-source platform that is being used to store and process big data. It is built on a cluster system that allows the system to process data efficiently and let the data run parallel. It can process both structured and unstructured data from one server to multiple computers. Hadoop also offers cross-platform support for its users. Today, it is the best big data analytic tool and is popularly used by many tech giants such as Amazon, Microsoft, IBM, etc.
Features of Apache Hadoop:
Free to use and offers an efficient storage solution for businesses.
Offers quick access via HDFS (Hadoop Distributed File System).
Highly flexible and can be easily implemented with MySQL, and JSON.
Highly scalable as it can distribute a large amount of data in small segments.
It works on small commodity hardware like JBOD or a bunch of disks.
2. Cassandra
APACHE Cassandra is an open-source NoSQL distributed database that is used to fetch large amounts of data. It’s one of the most popular tools for data analytics and has been praised by many tech companies due to its high scalability and availability without compromising speed and performance. It is capable of delivering thousands of operations every second and can handle petabytes of resources with almost zero downtime. It was created by Facebook back in 2008 and was published publicly.
Features of APACHE Cassandra:
Data Storage Flexibility: It supports all forms of data i.e. structured, unstructured, semi-structured, and allows users to change as per their needs.
Data Distribution System: Easy to distribute data with the help of replicating data on multiple data centers.
Fast Processing: Cassandra has been designed to run on efficient commodity hardware and also offers fast storage and data processing.
Fault-tolerance: The moment, if any node fails, it will be replaced without any delay.
3. Qubole
It’s an open-source big data tool that helps in fetching data in a value of chain using ad-hoc analysis in machine learning. Qubole is a data lake platform that offers end-to-end service with reduced time and effort which are required in moving data pipelines. It is capable of configuring multi-cloud services such as AWS, Azure, and Google Cloud. Besides, it also helps in lowering the cost of cloud computing by 50%.
Features of Qubole:
Supports ETL process: It allows companies to migrate data from multiple sources in one place.
Real-time Insight: It monitors user’s systems and allows them to view real-time insights
Predictive Analysis: Qubole offers predictive analysis so that companies can take actions accordingly for targeting more acquisitions.
Advanced Security System: To protect users’ data in the cloud, Qubole uses an advanced security system and also ensures to protect any future breaches. Besides, it also allows encrypting cloud data from any potential threat.
4. Xplenty
It is a data analytic tool for building a data pipeline by using minimal codes in it. It offers a wide range of solutions for sales, marketing, and support. With the help of its interactive graphical interface, it provides solutions for ETL, ELT, etc. The best part of using Xplenty is its low investment in hardware & software and its offers support via email, chat, telephonic and virtual meetings. Xplenty is a platform to process data for analytics over the cloud and segregates all the data together.
Features of Xplenty:
Rest API: A user can possibly do anything by implementing Rest API
Flexibility: Data can be sent, and pulled to databases, warehouses, and salesforce.
Data Security: It offers SSL/TSL encryption and the platform is capable of verifying algorithms and certificates regularly.
Deployment: It offers integration apps for both cloud & in-house and supports deployment to integrate apps over the cloud.
5. Spark
APACHE Spark is another framework that is used to process data and perform numerous tasks on a large scale. It is also used to process data via multiple computers with the help of distributing tools. It is widely used among data analysts as it offers easy-to-use APIs that provide easy data pulling methods and it is capable of handling multi-petabytes of data as well. Recently, Spark made a record of processing 100 terabytes of data in just 23 minutes which broke the previous world record of Hadoop (71 minutes). This is the reason why big tech giants are moving towards spark now and is highly suitable for ML and AI today.
Features of APACHE Spark:
Ease of use: It allows users to run in their preferred language. (JAVA, Python, etc.)
Real-time Processing: Spark can handle real-time streaming via Spark Streaming
Flexible: It can run on, Mesos, Kubernetes, or the cloud.
6. Mongo DB
Came in limelight in 2010, is a free, open-source platform and a document-oriented (NoSQL) database that is used to store a high volume of data. It uses collections and documents for storage and its document consists of key-value pairs which are considered a basic unit of Mongo DB. It is so popular among developers due to its availability for multi-programming languages such as Python, Jscript, and Ruby.
Features of Mongo DB:
Written in C++: It’s a schema-less DB and can hold varieties of documents inside.
Simplifies Stack: With the help of mongo, a user can easily store files without any disturbance in the stack.
Master-Slave Replication: It can write/read data from the master and can be called back for backup.
7. Apache Storm
A storm is a robust, user-friendly tool used for data analytics, especially in small companies. The best part about the storm is that it has no language barrier (programming) in it and can support any of them. It was designed to handle a pool of large data in fault-tolerance and horizontally scalable methods. When we talk about real-time data processing, Storm leads the chart because of its distributed real-time big data processing system, due to which today many tech giants are using APACHE Storm in their system. Some of the most notable names are Twitter, Zendesk, NaviSite, etc.
Features of Storm:
Data Processing: Storm process the data even if the node gets disconnected
Highly Scalable: It keeps the momentum of performance even if the load increases
Fast: The speed of APACHE Storm is impeccable and can process up to 1 million messages of 100 bytes on a single node.
8. SAS
Today it is one of the best tools for creating statistical modeling used by data analysts. By using SAS, a data scientist can mine, manage, extract or update data in different variants from different sources. Statistical Analytical System or SAS allows a user to access the data in any format (SAS tables or Excel worksheets). Besides that it also offers a cloud platform for business analytics called SAS Viya and also to get a strong grip on AI & ML, they have introduced new tools and products.
Features of SAS:
Flexible Programming Language: It offers easy-to-learn syntax and has also vast libraries which make it suitable for non-programmers
Vast Data Format: It provides support for many programming languages which also include SQL and carries the ability to read data from any format.
Encryption: It provides end-to-end security with a feature called SAS/SECURE.
9. Data Pine
Datapine is an analytical used for BI and was founded back in 2012 (Berlin, Germany). In a short period of time, it has gained much popularity in a number of countries and it’s mainly used for data extraction (for small-medium companies fetching data for close monitoring). With the help of its enhanced UI design, anyone can visit and check the data as per their requirement and offer in 4 different price brackets, starting from $249 per month. They do offer dashboards by functions, industry, and platform.
Features of Datapine:
Automation: To cut down the manual chase, datapine offers a wide array of AI assistant and BI tools.
Predictive Tool: datapine provides forecasting/predictive analytics by using historical and current data, it derives the future outcome.
Add on: It also offers intuitive widgets, visual analytics & discovery, ad hoc reporting, etc.
10. Rapid Miner
It’s a fully automated visual workflow design tool used for data analytics. It’s a no-code platform and users aren’t required to code for segregating data. Today, it is being heavily used in many industries such as ed-tech, training, research, etc. Though it’s an open-source platform but has a limitation of adding 10000 data rows and a single logical processor. With the help of Rapid Miner, one can easily deploy their ML models to the web or mobile (only when the user interface is ready to collect real-time figures).
Features of Rapid Miner:
Accessibility: It allows users to access 40+ types of files (SAS, ARFF, etc.) via URL
Storage: Users can access cloud storage facilities such as AWS and dropbox
Data validation: Rapid miner enables the visual display of multiple results in history for better evaluation.
Conclusion
Big data has been in limelight for the past few years and will continue to dominate the market in almost every sector for every market size. The demand for big data is booming at an enormous rate and ample tools are available in the market today, all you need is the right approach and choose the best data analytic tool as per the project’s requirement.
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29 Aug, 2024 | Big Challenges with Big Data
29 Aug, 2024
The Challenges in Big Data are the real implementation hurdles. These require immediate attention and need to be handled because if not handled, the technology’s failure may occur, leading to some unpleasant results. Big data challenges include storing and analyzing extremely large and fast-growing data.
Big Challenges with Big Data
This article explores some of the most pressing challenges associated with Big Data and offers potential solutions for overcoming them.
Big Challenges with Big Data
Data Volume: Managing and Storing Massive Amounts of Data
Data Variety: Handling Diverse Data Types
Data Velocity: Processing Data in Real-Time
Data Veracity: Ensuring Data Quality and Accuracy
Data Security and Privacy: Protecting Sensitive Information
Data Integration: Combining Data from Multiple Sources
Data Analytics: Extracting Valuable Insights
Data Governance: Establishing Policies and Standards
Data Volume: Managing and Storing Massive Amounts of Data
Challenge: The most apparent challenge with Big Data is the sheer volume of data being generated. Organizations are now dealing with petabytes or even exabytes of data, making traditional storage solutions inadequate. This vast amount of data requires advanced storage infrastructure, which can be costly and complex to maintain.
Solution: Adopting scalable cloud storage solutions, such as Amazon S3, Google Cloud Storage, or Microsoft Azure, can help manage large volumes of data. These platforms offer flexible storage options that can grow with your data needs. Additionally, implementing data compression and deduplication techniques can reduce storage costs and optimize the use of available storage space.
Data Variety: Handling Diverse Data Types
Challenge: Big Data encompasses a wide variety of data types, including structured data (e.g., databases), semi-structured data (e.g., XML, JSON), and unstructured data (e.g., text, images, videos). The diversity of data types can make it difficult to integrate, analyze, and extract meaningful insights.
Solution: To address the challenge of data variety, organizations can employ data integration platforms and tools like Apache Nifi, Talend, or Informatica. These tools help in consolidating disparate data sources into a unified data model. Moreover, adopting schema-on-read approaches, as opposed to traditional schema-on-write, allows for more flexibility in handling diverse data types.
Data Velocity: Processing Data in Real-Time
Challenge: The speed at which data is generated and needs to be processed is another significant challenge. For instance, IoT devices, social media platforms, and financial markets produce data streams that require real-time or near-real-time processing. Delays in processing can lead to missed opportunities and inefficiencies.
Solution: To handle high-velocity data, organizations can implement real-time data processing frameworks such as Apache Kafka, Apache Flink, or Apache Storm. These frameworks are designed to handle high-throughput, low-latency data processing, enabling businesses to react to events as they happen. Additionally, leveraging edge computing can help process data closer to its source, reducing latency and improving real-time decision-making.
Data Veracity: Ensuring Data Quality and Accuracy
Challenge: With Big Data, ensuring the quality, accuracy, and reliability of data—referred to as data veracity—becomes increasingly difficult. Inaccurate or low-quality data can lead to misleading insights and poor decision-making. Data veracity issues can arise from various sources, including data entry errors, inconsistencies, and incomplete data.
Solution: Implementing robust data governance frameworks is crucial for maintaining data veracity. This includes establishing data quality standards, performing regular data audits, and employing data cleansing techniques. Tools like Trifacta, Talend Data Quality, and Apache Griffin can help automate and streamline data quality management processes.
Data Security and Privacy: Protecting Sensitive Information
Challenge: As organizations collect and store more data, they face increasing risks related to data security and privacy. High-profile data breaches and growing concerns over data privacy regulations, such as GDPR and CCPA, highlight the importance of safeguarding sensitive information.
Solution: To mitigate security and privacy risks, organizations must adopt comprehensive data protection strategies. This includes implementing encryption, access controls, and regular security audits. Additionally, organizations should stay informed about evolving data privacy regulations and ensure compliance by adopting privacy-by-design principles in their data management processes.
Data Integration: Combining Data from Multiple Sources
Challenge: Integrating data from various sources, especially when dealing with legacy systems, can be a daunting task. Data silos, where data is stored in separate systems without easy access, further complicate the integration process, leading to inefficiencies and incomplete analysis.
Solution: Data integration platforms like Apache Camel, MuleSoft, and IBM DataStage can help streamline the process of integrating data from multiple sources. Adopting a microservices architecture can also facilitate easier data integration by breaking down monolithic applications into smaller, more manageable services that can be integrated more easily.
Data Analytics: Extracting Valuable Insights
Challenge: The ultimate goal of Big Data is to derive actionable insights, but the complexity of analyzing large, diverse datasets can be overwhelming. Traditional analytical tools may struggle to scale, and the lack of skilled data scientists can further hinder the ability to extract meaningful insights.
Solution: Organizations should invest in advanced analytics platforms like Apache Spark, Hadoop, or Google BigQuery, which are designed to handle large-scale data processing and analysis. Additionally, fostering a culture of data literacy and providing training for employees can help bridge the skills gap and empower teams to effectively analyze Big Data.
Data Governance: Establishing Policies and Standards
Challenge: As data becomes a critical asset, establishing effective data governance becomes essential. However, many organizations struggle with creating and enforcing policies and standards for data management, leading to issues with data consistency, quality, and compliance.
Solution: Implementing a formal data governance framework is key to overcoming this challenge. This framework should define roles and responsibilities, establish data stewardship programs, and enforce data management policies. Tools like Collibra, Alation, and Informatica’s data governance suite can assist in creating and maintaining a robust data governance strategy.
Conclusion
While Big Data offers tremendous potential for driving innovation and business growth, it also presents significant challenges that must be addressed. By adopting the right tools, strategies, and best practices, organizations can overcome these challenges and unlock the full value of their data. As the field of Big Data continues to evolve, staying informed and proactive in addressing these challenges will be crucial for maintaining a competitive edge in the data-driven landscape.
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26 May, 2024 | Data Analysis Challenges in the Future
26 May, 2024
In the contemporary business landscape, Data Analysis is a crucial asset for businesses across various industries, enabling them to extract valuable insights from the data for informed decision-making. However, that path to successful data analytics is filled with challenges. This article will explore Top Data Analytics Challenges organizations face in different sectors and strategies to overcome them.
Data Analysis Challenges When laying out Data Analysis Challenges in a sheet or document, it's essential to provide clear and structured information to ensure the challenges are easily understandable and actionable. Here's a suggested layout:
Top 10 Challenges of Data Analytics Table of Content
1. Data Integration and Management Challenges2. Data Security and Privacy Challenges3. Challenges of Data Analytics in Business4. Ethical and Bias Challenges5. AI and Machine Learning Challenges6. Lack of Skilled Professionals7. Data Quality Issues8. Limited Resources9. Keeping Up with the Pace of Change10. Data Democratization Challenges1. Data Integration and Management ChallengesImagine a company with customer data in sales, marketing, and customer service systems. Each system might have its own format and structure. Merging this data for a 360-degree customer view is a complex task. Challenges include:
Data Silos: Information gets trapped in separate departments, hindering a unified view.Data Heterogeneity: Data comes in various formats (text, numbers, images) requiring complex integration.Data Quality Issues: Incomplete, inaccurate, or inconsistent data leads to unreliable analysis.Standardization Challenges: Defining common formats and structures across data sources is crucial.2. Data Security and Privacy ChallengesAs data becomes the new gold, protecting it becomes paramount. Here's what organizations grapple with:
Cybersecurity Threats: Unauthorized access, breaches, and malware attacks can compromise sensitive data.Data Privacy Regulations: Complying with regulations like GDPR (Europe) and CCPA (California) requires robust data governance.Data Loss Prevention: Accidental or intentional data leaks can have severe consequences.Balancing Security with Accessibility: Finding the right balance between user access and data protection is vital.3. Challenges of Data Analytics in BusinessData is powerful, but it needs proper direction to be truly useful. Here are some hurdles businesses face:
Aligning with Business Goals: Focusing analytics on solving real problems and driving business objectives is essential.Data Relevance: Ensuring the data used is relevant to the decision at hand and avoids "garbage in, garbage out" scenarios.Communication of Insights: Presenting complex data findings in a clear, concise, and actionable way for non-technical stakeholders.4. Ethical and Bias ChallengesData and algorithms can inherit biases from the real world, leading to unfair or discriminatory outcomes. Here's why it's crucial to be vigilant:
Algorithmic Bias: Algorithms trained on biased data can perpetuate those biases in their outputs. (e.g., biased loan approvals)Data Bias: Data itself can reflect societal biases, leading to skewed results. (e.g., underrepresentation of minorities in datasets)Mitigating Bias: Being aware of potential biases and actively taking steps to reduce their impact is crucial for ethical data analytics.5. AI and Machine Learning ChallengesWhile AI and machine learning are revolutionizing data analysis, they come with their own complexities:
Interpretability of Models: Understanding how AI models arrive at their conclusions can be difficult, limiting trust and explainability.Ensuring Model Robustness: Models need to be robust and function well with unseen data to avoid generating inaccurate results.Scalability Challenges: As data volume grows, ensuring AI models can handle the increased processing demands is crucial.6. Lack of Skilled ProfessionalsThe data field is booming, but finding qualified professionals can be challenging:
Skill Gap: The demand for data analysts, data scientists, and data engineers outpaces the available workforce with the necessary skills.Continuous Learning: The field is constantly evolving, requiring data professionals to continuously learn and adapt.Competition for Talent: Organizations compete for top talent, driving up salaries and making recruitment difficult.7. Data Quality IssuesData is the foundation of data analytics, and its quality directly impacts the insights derived. Here's why data quality matters:
Incomplete Data: Missing information can lead to skewed results and hinder effective analysis.Inaccurate Data: Errors in data entry or inconsistencies can lead to misleading conclusions.Data Cleaning and Preprocessing: Significant effort is often required to clean and prepare data for reliable analysis.Data Governance: Establishing clear guidelines for data collection, storage, and usage is essential for maintaining data quality.8. Limited ResourcesData analytics projects can require significant investments in various resources:
Hardware and Software: Powerful computing systems and specialized data analysis tools are often needed.Personnel: Hiring and retaining skilled data professionals can be expensive.Data Storage: Storing vast amounts of data requires robust and scalable storage solutions.Training and Development: Investing in training employees on data literacy and using data tools is crucial.9. Keeping Up with the Pace of ChangeThe data analytics landscape is constantly evolving, posing challenges for organizations:
Emerging Technologies: New technologies like cloud computing and advanced analytics tools require adaptation.Evolving Best Practices: Data analysis methodologies and best practices are continuously being refined.Staying Competitive: Organizations need to stay up-to-date with the latest trends to maintain a competitive edge.10. Data Democratization ChallengesMaking data accessible to everyone in an organization can be a double-edged sword:
Data Governance: Establishing clear guidelines and access controls is essential to prevent misuse of data.Data Literacy: Empowering users to understand and interpret data effectively is crucial.Standardization and Consistency: Ensuring everyone uses data consistently and adheres to established practices is important.ConclusionEffective data analysis involves addressing a multitude of challenges spanning from data collection to interpretation and decision-making. These challenges encompass technical, ethical, regulatory, and organizational aspects, requiring comprehensive strategies and solutions. By understanding and proactively addressing these challenges, organizations can harness the full potential of their data assets to drive innovation, make informed decisions, and gain competitive advantages in today's data-driven world.
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Top 7 Reasons to Learn Flutter, Angular PrimeNG Introduction, How to change a select’s options based on another dropdown using React?, Mongoose Query.prototype.updateMany() API, Top 10 Frameworks for Web Applications in 2025, PHP | gmp_xor() Function | GeeksforGeeks | [-0.0450761542, 0.00459612301, -0.00414313143, 0.0220641792, 0.00742209423, -0.0485885814, -0.0163495149, 0.010167921, 0.00713636074, 0.0139521435, 0.0327269062, -0.0584289543, 0.0371871293, -0.0162937623, -0.0408389419, -0.0208097398, -0.0133667383, 0.0225380771, 0.035375163, -0.0302180275, -0.00228238106, -0.0427066609, -0.0109275524, 0.023346493, -0.00885076, 0.012119269, 0.00579829328, 0.00466929888, -0.0263989605, 0.00486443331, 0.024322167, 0.0114432666, 0.0231652968, -0.0544147529, -0.0153599018, 0.00294967252, -0.0147187449, -0.0128231486, 0.0167955365, 0.0420097485, 0.0206146054, 0.00405950239, 0.00761026, 0.0283921231, 0.00887863617, -0.00917133875, -0.0568957515, -0.00395496562, -0.00254720706, 0.00171352807, 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14 Feb, 2024 | What is the impact of AI on the future of data science?
14 Feb, 2024
Artificial Intelligence has an impact on the human world. In the era of digitization and modernization, it has developed in many fields including knowledge and creativity. It follows the core principle of integrating with the human world and helping them via text generation, decision-making, and research. In this article, we will explore about Impact of AI on the future of data science, the Evaluation of AI in the field of Data Science, the advantages and disadvantages, and the Future of Data Science with AI.
In this comprehensive guide, we delve into the profound effects of AI on data science's future, explore its evolution within this domain, and weigh the benefits and drawbacks. Furthermore, we'll forecast the trajectory of data science as it becomes increasingly intertwined with AI innovations.
Impact of AI in Future of Data Science Table of Content
What is Data Science?What is Generative AI in Data Science & Impact?What is the evolution of AI in the field of Data Science?The Exponential Growth of AI: Transforming the Future of Business and TechnologyAdvantages of the Integration of Data Science and Artificial IntelligenceDisadvantages of the Integration of AI and Data ScienceWhich is the best AI Tool for Data Science?What is Data Science?Data Science as per the word itself suggests the relation between the scientific information in the form of data, in a structured manner. It relates to the combination of mathematical and scientific formulas and data which is extracted from an unstructured form. It is highly used by data scientists, engineers, businessmen, and other mathematicians to derive formulas from raw form to structured data and solutions.
It integrates with Artificial Intelligence creating greater impact by allowing conversion of data with these tools. They help in data conversion, text generation, data cleansing, preparing analysis while conducting experiments, and interpretation of data. This whole process is called AI with the integration of Data Science.
What is Generative AI in Data Science & Impact?Artificial Intelligence is a virtual intelligence system that works with Machine Learning, Self Learning, and Natural Language Processing and is involved in processing data and generating data. It is the development of the computer system and is used as a tool in every field. It is a smart and intelligent system that goes in parallel with human intelligence. Certain Chatbots, Language translators, Voice assistants, and other automated tools are referred to as Generative AI.
Imagine Generative AI as the quirky chef of Data Science, mixing ingredients (data) in unpredictable ways to serve gourmet insights. Sometimes, it whips up a masterpiece, other times, you get a bizarre dessert that predicts the future. It's like having a culinary genius who occasionally experiments with time travel!
Generative AI in Data Science refers to the tools with the software designed to classify between structured and unstructured data. The things that are ambiguous and indistinguishable by the human eye, the Generative AI in Data Science is capable of that.
What is the evolution of AI in the field of Data Science?Data Science has undergone many developments, but its history revolves around computer science in the year 1960. When the computer was the device started to be used for data analysis, statistics, and data processing it marked the beginning of Data Sciences. There was an evolution of the storage of databases and computations. The usage of computers through Machine Learning programs shifted to machine learning AI.
With innovations, many industries and other market place started using Artificial Intelligence. Data Scientists use certain frameworks to support integration which are Hadoop and Spark for processing data. The traditional model has been shifted to the modern model marking the Evolution of AI in the field of Data Science.
The Exponential Growth of AI: Transforming the Future of Business and TechnologyDid you know that the world of artificial intelligence (AI) is expanding at an incredible pace? Back in 2021, the global AI market was valued at a whopping $59.67 billion. But hold onto your hats, because by 2028, it's expected to skyrocket to $422.37 billion! That's a growth rate of 39.4% each year. Meanwhile, in India, the AI scene is also booming, set to grow from $3.1 billion in 2020 to $7.8 billion by 2025. And the number of AI startups? They've multiplied by 14 times since the year 2000! It's clear: AI is not just the future; it's reshaping our present in unimaginable ways.
Advantages of the Integration of Data Science and Artificial IntelligenceThere are certain pros of the integration of Data Sciences and Artificial Intelligence such as:
It enhances the ability to analyze and research work.It becomes a helpful tool for scientists, and mathematicians in formula making.Integration helps in identifying patterns and provides insights.It generates and works in a personalized way.Data sciences with AI help in decision-making and have a huge impact on the market.It helps in risk management and is a medium for experimenting.AI helps in enhancing capabilities by reducing errors made by humans.Healthcare, marketing, business, industries, and scientists have used this technology.Disadvantages of the Integration of AI and Data ScienceThere are certain negative aspects as well with the Integration of AI and Data Sciences:
There are certain security and data leak problems with the integration of AI and Data Sciences.There are certain challenges to any dispute or misconduct, there is a lack of regulations.Many customers may find it difficult to use the app because of its complexity.Many times real-time data is not provided by tools creating ambiguity.Concerns relating to privacy issues also have been raised.There is less algorithm transparency where no one is accountable for that.The decision-making made through AI may be biased.Which is the best AI Tool for Data Science?There are many tools that can be considered as Best AI tools for Data Science such as:
ChatGPT: It is considered to be the Best AI tool for Data Science because it can write code, poems, essays, summaries, and even jokes. It can help with everything from planning projects and analyzing data to choosing models and fine-tuning settings. With ChatGPT, data experts can save time on coding and focus on solving bigger and more creative problems.Bard AI: The following AI is powered by Google itself, the UI is very easy to use. However, the following AI still lacks writing of codes and other languages. Overall, Bard will be seen as having much potential in the future.Hugging Face: AI tools such as Hugging Face are much simpler than ChatGPT and is considered to be more precise and reliable. However, the tool is a bit costly and inaccessible to everyone.GitHub Copilot: This AI model is finely tooled with data and built-in applications. The AI also provides autocomplete suggestions while coding making it one of the most reliable apps for coders and web developers.ConclusionThe integration of AI with Data Science has created a huge impact on the future across various industries through its techniques of analysis and large data generation. It collaborates with the field in such a way as to create a positive outcome. It has created AI-centric roles with the economy as well. The work has been streamlined with real-time responses and more predictive models are created to contribute towards healthcare, preparing data analysis, and many more.
FAQs - Impact of AI on the future of Data ScienceHow do AI tools for Data Sciences help organizations and the economy?AI is considered to have the ability to learn and adapt to the work environment. Work such as combining algorithms, formulas, and other machine learning are easy for Artificial Intelligence to remember and make use of the data in a Financial manner.
How to ensure security for AI in Data Science?As AI in Data Sciences works on advanced databases and digital security is the major concern for any AI tool, the basic measures like the General Data Protection Regulation are followed by such developers which ensure maximum security and safety.
What are real-world applications for AI tools acting in Data Sciences?Applications for AI tools in Data Sciences shall be providing data and real-time information which shall help in innovations, decision-making, E-commerce, and finance departments. It also helps in experimentations, recommendations, sentiment analysis, data cleansing, and preparing algorithms.
What are the factors that need to be taken into consideration for choosing AI Tools for Data Science?For choosing AI tools for data sciences there are certain factors that needs to be taken care of such as the topic of your project, features of the tool that need to be studied by the user with the knowledge of how to work, and compatibility testing is important.
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