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NumPy: Test comparison operators

NumPy String: Exercise-14 with Solution

Write a NumPy program to test equal, not equal, greater equal, greater and less test of all the elements of two given arrays.

Sample Solution:-

Python Code:

import numpy as np
x1 = np.array(['Hello', 'PHP', 'JS', 'examples', 'html'], dtype=np.str)
x2 = np.array(['Hello', 'php', 'Java', 'examples', 'html'], dtype=np.str)
print("\nArray1:")
print(x1)
print("Array2:")
print(x2)
print("\nEqual test:")
r = np.char.equal(x1, x2)
print(r)
print("\nNot equal test:")
r = np.char.not_equal(x1, x2)
print(r)
print("\nLess equal test:")
r = np.char.less_equal(x1, x2)
print(r)
print("\nGreater equal test:")
r = np.char.greater_equal(x1, x2)
print(r)
print("\nLess test:")
r = np.char.less(x1, x2)
print(r)

Sample Input:

['Hello' 'PHP' 'JS' 'examples' 'html']

['Hello' 'php' 'Java' 'examples' 'html']

Sample Output:

Array1:
['Hello' 'PHP' 'JS' 'examples' 'html']
Array2:
['Hello' 'php' 'Java' 'examples' 'html']

Equal test:
[ True False False  True  True]

Not equal test:
[False  True  True False False]

Less equal test:
[ True  True  True  True  True]

Greater equal test:
[ True False False  True  True]

Less test:
[False  True  True False False]

Pictorial Presentation:

NumPy String: Test comparison operators

Python-Numpy Code Editor:

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Previous: Write a NumPy program to replace "PHP" with "Python" in the element of a given array.
Next: Write a NumPy program to count the number of "P" in a given array, element-wise.

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Python: Tips of the Day

Find current directory and file's directory:

To get the full path to the directory a Python file is contained in, write this in that file:

import os 
dir_path = os.path.dirname(os.path.realpath(__file__))

(Note that the incantation above won't work if you've already used os.chdir() to change your current working directory, since the value of the __file__ constant is relative to the current working directory and is not changed by an os.chdir() call.)

To get the current working directory use

import os
cwd = os.getcwd()

Documentation references for the modules, constants and functions used above:

  • The os and os.path modules.
  • The __file__ constant
  • os.path.realpath(path) (returns "the canonical path of the specified filename, eliminating any symbolic links encountered in the path")
  • os.path.dirname(path) (returns "the directory name of pathname path")
  • os.getcwd() (returns "a string representing the current working directory")
  • os.chdir(path) ("change the current working directory to path")

Ref: https://bit.ly/3fy0R6m