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Testing Strategies

  Testing Strategies 1. Importance of Testing Strategies    - Ensures correctness, completeness, and quality of software    - Identifies errors, gaps, and missing requirements    - Helps in reducing and removing errors to improve software quality    - Verifies if software meets specified requirements 2. Testing Techniques and Approaches    - Component-level testing to integration testing    - Different techniques suitable at different stages of testing    - Incremental testing approach for better effectiveness    - Involvement of both developers and independent test groups 3. Distinction between Testing and Debugging    - Testing focuses on finding errors and verifying requirements    - Debugging is the process of identifying and fixing errors    - Both activities are important but serve different purposes Topic: Benefits of Software Testing 1. Cost-Effectiveness    - Identifying bugs early saves money in the long run    - Fixing issues in the early stages is less expensive 2. Security

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Python - Strings

 Strings are amongst the most popular types in Python. We can create them simply by enclosing characters in quotes. Python treats single quotes the same as double quotes. Creating strings is as simple as assigning a value to a variable. For example −

var1 = 'Hello World!'
var2 = "Python Programming"

Accessing Values in Strings

Python does not support a character type; these are treated as strings of length one, thus also considered a substring.

To access substrings, use the square brackets for slicing along with the index or indices to obtain your substring. For example −

#!/usr/bin/python

var1 = 'Hello World!'
var2 = "Python Programming"

print "var1[0]: ", var1[0]
print "var2[1:5]: ", var2[1:5]

When the above code is executed, it produces the following result −

var1[0]:  H
var2[1:5]:  ytho

Updating Strings

You can "update" an existing string by (re)assigning a variable to another string. The new value can be related to its previous value or to a completely different string altogether. For example −

#!/usr/bin/python

var1 = 'Hello World!'
print "Updated String :- ", var1[:6] + 'Python'

When the above code is executed, it produces the following result −

Updated String :-  Hello Python

Escape Characters

Following table is a list of escape or non-printable characters that can be represented with backslash notation.

An escape character gets interpreted; in a single quoted as well as double quoted strings.

Backslash notationHexadecimal characterDescription
\a0x07Bell or alert
\b0x08Backspace
\cx Control-x
\C-x Control-x
\e0x1bEscape
\f0x0cFormfeed
\M-\C-x Meta-Control-x
\n0x0aNewline
\nnn Octal notation, where n is in the range 0.7
\r0x0dCarriage return
\s0x20Space
\t0x09Tab
\v0x0bVertical tab
\x Character x
\xnn Hexadecimal notation, where n is in the range 0.9, a.f, or A.F

String Special Operators

Assume string variable a holds 'Hello' and variable b holds 'Python', then −

OperatorDescriptionExample
+Concatenation - Adds values on either side of the operatora + b will give HelloPython
*Repetition - Creates new strings, concatenating multiple copies of the same stringa*2 will give -HelloHello
[]Slice - Gives the character from the given indexa[1] will give e
[ : ]Range Slice - Gives the characters from the given rangea[1:4] will give ell
inMembership - Returns true if a character exists in the given stringH in a will give 1
not inMembership - Returns true if a character does not exist in the given stringM not in a will give 1
r/RRaw String - Suppresses actual meaning of Escape characters. The syntax for raw strings is exactly the same as for normal strings with the exception of the raw string operator, the letter "r," which precedes the quotation marks. The "r" can be lowercase (r) or uppercase (R) and must be placed immediately preceding the first quote mark.print r'\n' prints \n and print R'\n'prints \n
%Format - Performs String formattingSee at next section

String Formatting Operator

One of Python's coolest features is the string format operator %. This operator is unique to strings and makes up for the pack of having functions from C's printf() family. Following is a simple example −

#!/usr/bin/python

print "My name is %s and weight is %d kg!" % ('Zara', 21)

When the above code is executed, it produces the following result −

My name is Zara and weight is 21 kg!

Here is the list of complete set of symbols which can be used along with % −

Format SymbolConversion
%ccharacter
%sstring conversion via str() prior to formatting
%isigned decimal integer
%dsigned decimal integer
%uunsigned decimal integer
%ooctal integer
%xhexadecimal integer (lowercase letters)
%Xhexadecimal integer (UPPERcase letters)
%eexponential notation (with lowercase 'e')
%Eexponential notation (with UPPERcase 'E')
%ffloating point real number
%gthe shorter of %f and %e
%Gthe shorter of %f and %E

Other supported symbols and functionality are listed in the following table −

SymbolFunctionality
*argument specifies width or precision
-left justification
+display the sign
<sp>leave a blank space before a positive number
#add the octal leading zero ( '0' ) or hexadecimal leading '0x' or '0X', depending on whether 'x' or 'X' were used.
0pad from left with zeros (instead of spaces)
%'%%' leaves you with a single literal '%'
(var)mapping variable (dictionary arguments)
m.n.m is the minimum total width and n is the number of digits to display after the decimal point (if appl.)

Triple Quotes

Python's triple quotes comes to the rescue by allowing strings to span multiple lines, including verbatim NEWLINEs, TABs, and any other special characters.

The syntax for triple quotes consists of three consecutive single or double quotes.

#!/usr/bin/python

para_str = """this is a long string that is made up of
several lines and non-printable characters such as
TAB ( \t ) and they will show up that way when displayed.
NEWLINEs within the string, whether explicitly given like
this within the brackets [ \n ], or just a NEWLINE within
the variable assignment will also show up.
"""
print para_str

When the above code is executed, it produces the following result. Note how every single special character has been converted to its printed form, right down to the last NEWLINE at the end of the string between the "up." and closing triple quotes. Also note that NEWLINEs occur either with an explicit carriage return at the end of a line or its escape code (\n) −

this is a long string that is made up of
several lines and non-printable characters such as
TAB (    ) and they will show up that way when displayed.
NEWLINEs within the string, whether explicitly given like
this within the brackets [
 ], or just a NEWLINE within
the variable assignment will also show up.

Raw strings do not treat the backslash as a special character at all. Every character you put into a raw string stays the way you wrote it −

#!/usr/bin/python

print 'C:\\nowhere'

When the above code is executed, it produces the following result −

C:\nowhere

Now let's make use of raw string. We would put expression in r'expression' as follows −

#!/usr/bin/python

print r'C:\\nowhere'

When the above code is executed, it produces the following result −

C:\\nowhere

Unicode String

Normal strings in Python are stored internally as 8-bit ASCII, while Unicode strings are stored as 16-bit Unicode. This allows for a more varied set of characters, including special characters from most languages in the world. I'll restrict my treatment of Unicode strings to the following −

#!/usr/bin/python

print u'Hello, world!'

When the above code is executed, it produces the following result −

Hello, world!

As you can see, Unicode strings use the prefix u, just as raw strings use the prefix r.

Built-in String Methods

Python includes the following built-in methods to manipulate strings −

Sr.No.Methods with Description
1capitalize()

Capitalizes first letter of string

2center(width, fillchar)

Returns a space-padded string with the original string centered to a total of width columns.

3count(str, beg= 0,end=len(string))

Counts how many times str occurs in string or in a substring of string if starting index beg and ending index end are given.

4decode(encoding='UTF-8',errors='strict')

Decodes the string using the codec registered for encoding. encoding defaults to the default string encoding.

5encode(encoding='UTF-8',errors='strict')

Returns encoded string version of string; on error, default is to raise a ValueError unless errors is given with 'ignore' or 'replace'.

6endswith(suffix, beg=0, end=len(string))

Determines if string or a substring of string (if starting index beg and ending index end are given) ends with suffix; returns true if so and false otherwise.

7expandtabs(tabsize=8)

Expands tabs in string to multiple spaces; defaults to 8 spaces per tab if tabsize not provided.

8find(str, beg=0 end=len(string))

Determine if str occurs in string or in a substring of string if starting index beg and ending index end are given returns index if found and -1 otherwise.

9index(str, beg=0, end=len(string))

Same as find(), but raises an exception if str not found.

10isalnum()

Returns true if string has at least 1 character and all characters are alphanumeric and false otherwise.

11isalpha()

Returns true if string has at least 1 character and all characters are alphabetic and false otherwise.

12isdigit()

Returns true if string contains only digits and false otherwise.

13islower()

Returns true if string has at least 1 cased character and all cased characters are in lowercase and false otherwise.

14isnumeric()

Returns true if a unicode string contains only numeric characters and false otherwise.

15isspace()

Returns true if string contains only whitespace characters and false otherwise.

16istitle()

Returns true if string is properly "titlecased" and false otherwise.

17isupper()

Returns true if string has at least one cased character and all cased characters are in uppercase and false otherwise.

18join(seq)

Merges (concatenates) the string representations of elements in sequence seq into a string, with separator string.

19len(string)

Returns the length of the string

20ljust(width[, fillchar])

Returns a space-padded string with the original string left-justified to a total of width columns.

21lower()

Converts all uppercase letters in string to lowercase.

22lstrip()

Removes all leading whitespace in string.

23maketrans()

Returns a translation table to be used in translate function.

24max(str)

Returns the max alphabetical character from the string str.

25min(str)

Returns the min alphabetical character from the string str.

26replace(old, new [, max])

Replaces all occurrences of old in string with new or at most max occurrences if max given.

27rfind(str, beg=0,end=len(string))

Same as find(), but search backwards in string.

28rindex( str, beg=0, end=len(string))

Same as index(), but search backwards in string.

29rjust(width,[, fillchar])

Returns a space-padded string with the original string right-justified to a total of width columns.

30rstrip()

Removes all trailing whitespace of string.

31split(str="", num=string.count(str))

Splits string according to delimiter str (space if not provided) and returns list of substrings; split into at most num substrings if given.

32splitlines( num=string.count('\n'))

Splits string at all (or num) NEWLINEs and returns a list of each line with NEWLINEs removed.

33startswith(str, beg=0,end=len(string))

Determines if string or a substring of string (if starting index beg and ending index end are given) starts with substring str; returns true if so and false otherwise.

34strip([chars])

Performs both lstrip() and rstrip() on string.

35swapcase()

Inverts case for all letters in string.

36title()

Returns "titlecased" version of string, that is, all words begin with uppercase and the rest are lowercase.

37translate(table, deletechars="")

Translates string according to translation table str(256 chars), removing those in the del string.

38upper()

Converts lowercase letters in string to uppercase.

39zfill (width)

Returns original string leftpadded with zeros to a total of width characters; intended for numbers, zfill() retains any sign given (less one zero).

40isdecimal()

Returns true if a unicode string contains only decimal characters and false otherwise.

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