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An Introduction to Python – Part II. Dr. Nancy Warter-Perez. Overview. Data Organization Lists Tuples Dictionaries Input/Output Programming Workshop #1 If tests Loops for while Example amino acid search program Programming Workshop #2. Strings. Enclosed in single or double quotes
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An Introduction to Python – Part II Dr. Nancy Warter-Perez
Overview • Data Organization • Lists • Tuples • Dictionaries • Input/Output • Programming Workshop #1 • If tests • Loops • for • while • Example amino acid search program • Programming Workshop #2 Introduction to Python – Part II
Strings • Enclosed in single or double quotes Ex: ‘Hello!’ , “Hello!”, “3.5”, “a”, ‘a’ • Sequence of characters:mystring=“hello world!” mystring[0] -> “h” mystring[1] -> “e” mystring[2] -> “l” mystring[-1] -> “!” -1 is last, -2 next to last, etc… Introduction to Python – Part II
String operations Introduction to Python – Part II
Strings (2) • slicing:mystring = “spoon!” mystring[2:] -> “oon!”mystring[:3] -> “spo”#note last element is never included!mystring[1:3]-> “po” • Many useful built-in functions • mystring.upper() -> “SPOON!” • mystring.replace(‘o’, ‘O’) -> “spOOn!” Introduction to Python – Part II
“blanks” Values to put in blanks Strings (3) • “%” operator:sort of “fill in the blanks” operation:mystring=“%s has %d marbles” % (“John”,35) mystring -> “John has 35 marbles” • %s replace with string • %d,%i replace with integer • %f replace with float Introduction to Python – Part II
Lists Introduction to Python – Part II
Error! Tuples • Tuples – sequence of valueslike lists, but cannot be changed after it is createdmytuple=(1,”a”,”bc”,3,87.2)mytuple[2] -> “bc” mytuple[1]=“3” • Used when you want to pass several variables around at once Introduction to Python – Part II
Dictionaries • Dictionaries – map ‘keys’ to ‘values’ • like lists, but indices can be of any type • Also, keys are in no particular order • Eg:mydict={‘b’:3, ’a’:4, 75:2.85}mydict[‘b’] -> 3mydict[75] -> 2.85mydict[‘a’] -> 4 Introduction to Python – Part II
Dictionaries Introduction to Python – Part II
Dictionaries – other considerations • Slicing not allowed • Referencing invalid key is an error: >>> mydict={8.5: 8, 'a': 75, 'r': 1, 'g': 2, 'y': 3.5, 9: 'nine'} >>> mydict["red"] Traceback (most recent call last): File "<interactive input>", line 1, in ? KeyError: 'red‘ Use mydict.get(“red”) instead, it returns None if key is not found Introduction to Python – Part II
Function raw_input() designed to read a line of input from the user 1 optional argument: string to prompt user If int or float desired, simply convert string: int(mystring)->convert to int (if possible) float(mystring)->convert to float (if possible) Input/Output >>> mystr=raw_input("Enter a string:") Enter a string:Hello World! >>> mystr 'Hello World!' Introduction to Python – Part II
Function print Prints each argument, followed by space After all arguments, prints newline Put comma after last arg to prevent newline “add” strings to avoid spaces print “a”,”b”,”c” a b c print “a”,”b”,”c”, a b c print “a”+”b”+”c” abc Newline! No Newline! No spaces! Output Introduction to Python – Part II
Output Example >>> print"hello","world";print"hello","again" hello world hello again >>> print"hello","world",;print "hello","again" hello world hello again >>> print"hello %s world" % "cold and cruel" hello cold and cruel world >>> print"hello","cold"+ " " + "and","cruel","world" hello cold and cruel world Introduction to Python – Part II
Programming Workshop #1 • Write a Python program to compute the hydrophobicity of an amino acid • Program will prompt the user for an amino acid and will display the hydrophobicity Introduction to Python – Part II
Solution to Programming Workshop 1 • Write a Python program to compute the hydrophobicity of an amino acid # Program to compute the hydrophobicity of an amino acid # (solution only includes first 3 amino acids) # Written by: Prof. Warter-Perez # Date created: April 15, 2004 # Last modified: hydro = {"A":1.8,"C":2.5,"D":-3.5} aa = raw_input ("Please enter amino acid: ") print "The hydrophobicity of %s is %f."% (aa, hydro[aa]) Introduction to Python – Part II
Make solution case insensitive # Program to compute the hydrophobicity of an amino acid # Written by: Prof. Warter-Perez # Date created: April 15, 2004 # Last modified: April 20, 2004 - made script case insensitive for # amino acids hydro = {"A":1.8,"C":2.5,"D":-3.5} aa = raw_input ("Please enter amino acid: ") aa = aa.upper() print "The hydrophobicity of %s is %f."% (aa, hydro[aa]) Introduction to Python – Part II
Relational operators == equal != not equal > greater than >= greater than or equal < less than <= less than or equal Logical operators and and or or not not Python Basics – Relational and Logical Operators Introduction to Python – Part II
ifexpression: action Example: a1 = 'A‘; a2 = 'C'; match = 0; if (a1 == a2) : match+=1; if Statement Introduction to Python – Part II
ifexpression: action 1 elif expression: action 2else : action 3 Example: a1 = 'A‘; a2 = 'C'; match = 0; gap = 0; if (a1 == a2) : match+=1; elif (a1 > a2): else: gap+=1; if-elif-else Statement Introduction to Python – Part II
for var in list: action Sets var to each item in list and performs action range() function generates lists of numbers: range (5) -> [0,1,2,3,4] Example mylist=[“hello”,”hi”,”hey”,”!”]; for i in mylist: print i for Statement Iteration 1 prints: hello Iteration 2 prints: hi Iteration 3 prints: hey Iteration 4 prints: ! Introduction to Python – Part II
while expression: action Example x = 0; while x != 3: x = x + 1 while Statement / 2 Infinite loop! Iteration 1: x=0+1=1 Iteration 2: x=1+1=2 Iteration 3: x=2+1=3 Iteration 4: don’t exec Introduction to Python – Part II
Example: Amino Acid Search • Write a program to count the number of occurrences of an amino acid in a sequence. • The program should prompt the user for • A sequence of amino acids (seq) • The search amino acid (aa) • The program should display the number of times the search amino acid (aa) occurred in the sequence (seq) Introduction to Python – Part II
Example: Amino Acid Search (2) #this program will calculate the number of occurrences of an amino acid in a #sequence #by Bryce Ready done=0 while (not done): sequence=raw_input("Please enter a sequence:"); aa=raw_input("Please enter the amino acid to look for:"); Introduction to Python – Part II
Example: Amino Acid Search (3) #compute the number of occurrences using for loop cnt=0 for i in sequence: if i == aa: cnt+=1 if cnt == 1: print "%s occurs in that sequence once" % aa else: print "%s occurs in that sequence %d times" % (aa, cnt) answer=raw_input("try again? [yn]") if answer == "n" or answer == "N": done = 1 Introduction to Python – Part II
Programming Workshop #2 • Write a sliding window program to compute the %GC in a sequence of nucleotides. • The program should prompt the user for • The DNA sequence • The window size (assume the window increment is 1) Introduction to Python – Part II