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IST 380 this week!. Hw # 8 due 4 /9. Building classes. ... vs. using the library. hw8pr1. hw8pr2. file and dictionary classes. The Date class. files. dictionaries. If I had a dictionary, I guess I could look up what it was!. IST 380 this week !. Hw #7 due 4 /2. Analyzing lists….

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slide1

IST380 this week!

Hw#8due 4/9

Building classes...

... vs. using the library

hw8pr1

hw8pr2

file and dictionary classes

The Date class

files

dictionaries

If I had a dictionary, I guess I could look up what it was!

slide2

IST380 this week!

Hw#7 due 4/2

Analyzing lists…

2d simulations!

hw7pr1

hw7pr2

TheTT Securities problem

TheGame of Life problem

I think What's App employees just won that game!

slide6

Last couple of weeks… (!)

28% bored

I think it's the 28% of the time that the instructor goes on irrelevant tangents about recent travels!!

slide7

Part 1: programs with class

Building classes...

... vs. using the library

hw8pr1

hw8pr2

file and dictionary classes

The Date class

files

dictionaries

If I had a dictionary, I guess I could look up what it was!

slide8

What's all this about class?

A bird's-eye view!

Data

Functions

Loops and List comprehensions

Designing Data!

The Dateclass

whose convenience?

Theory & practice

slide10

Everythingin Python is an object!

Its capabilities depend on its class.

functions

type

"methods"

what's more, you can build your own...

slide11

Everything is an object?

Take strings, for example:

>>> s = str( 42 )

>>> type(s)

<type 'str'>

>>> dir(s)

['__add__', '__class__', '__contains__', '__delattr__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getnewargs__', '__getslice__', '__gt__', '__hash__', '__init__', '__le__', '__len__', '__lt__', '__mod__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__rmod__', '__rmul__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '_formatter_field_name_split', '_formatter_parser', 'capitalize', 'center', 'count', 'decode', 'encode', 'endswith', 'expandtabs', 'find', 'format', 'index', 'isalnum', 'isalpha', 'isdigit', 'islower', 'isspace', 'istitle', 'isupper', 'join', 'ljust', 'lower', 'lstrip', 'partition', 'replace', 'rfind', 'rindex', 'rjust', 'rpartition', 'rsplit', 'rstrip', 'split', 'splitlines', 'startswith', 'strip', 'swapcase', 'title', 'translate', 'upper', 'zfill']

This calls the strconstructor.

Shows the type of s is str

Shows all of the methods (functions) of s

Let's try some!

slide12

Objects

Like a list, an object is a container, but much more customizable:

(1) Its data elements have names chosen by the programmer.

(2) An object contains its own functions, called methods

(3) In its methods, objects refer to themselves as self

(4) Python signals special methods with two underscores:

__init__ is called the constructor; it creates new objects

__repr__ tells Python how to print its objects

I guess we should doubly underscore these two methods!

slide13

ADateobject, d

d

31

3

2014

month

day

year

memory location ~ 42042778

slide14

ADateobject, d

d

31

3

2014

month

day

year

memory location ~ 42042778

slide15

classDate:

""" a blueprint (class) for objects

that represent calendar days

"""

def__init__( self, mo, dy, yr ):

""" the Date constructor """

self.month = mo

self.day = dy

self.year = yr

TheDateclass

This is the start of a new type called Date

It begins with the keyword class

This is the constructor for Date objects

As is typical, it assigns input data to the data members.

These are data members – they are the information inside every Date object.

slide17

Date

This is a class. It is a user-defined datatype that you'll build in hw8this week…

add a print statement to see that this is OUR OWN code…

>>> d = Date(11,12,2013)

>>> d.month

11

>>> d.day

12

Constructor!

d contains data members named day, month, and year

>>> d

11/12/2013

The repr!

the representation of an object of type Date

The isLeapYear method returns True or False. How does it know what year to check?

>>> d.isLeapYear()

True

slide18

classDate:

""" a blueprint (class) for objects

that represent calendar days

"""

def__init__( self, mo, dy, yr ):

""" the Date constructor """

self.month = mo

self.day = dy

self.year = yr

def__repr__( self ):

""" used for printing Dates """

s = "%02d/%02d/%04d" % (self.month, self.day,self.year)

return s

The Dateclass

Why is everyone so far away?!

This is the reprfor Date objects

It tells Python how to print these objects.

Why self instead of d ?

slide19

self

is the variable calling a method

>>> d = Date(11,12,2013)

>>> d

11/12/2013

>>> d.isLeapYear()

False

These methods need access to the object that calls them: it's self

>>> d2= Date(1,1,2016)

>>> d2

01/01/2016

>>> d2.isLeapYear()

True

slide20

classDate:

""" a blueprint (class) for objects

that represent calendar days

"""

def__init__( self, mo, dy, yr ):

""" the Date constructor """

self.month = mo

self.day = dy

self.year = yr

def__repr__( self ):

""" used for printing Dates """

s = "%02d/%02d/%04d" % (self.month, self.day,self.year)

return s

defisLeapYear( self ):

""" anyone know the rule? """

The Dateclass

Why is everyone so far away?!

which are leap years?

slide21

class Date:

def __init__( self, mo, dy, yr ): (constructor)

def __repr__(self): (for printing)

defisLeapYear( self ):

""" here it is """

if self.year%400 == 0: return True

if self.year%100 == 0: return False

if self.year%4 == 0: return True

return False

slide22

== vs. equals

UFO license

Area 51, CA

What id is on your Date?

>>> d = Date(11,12,2013)

>>> d

11/12/2013

>>> d2 = Date(11,12,2012)

>>> d2

11/12/2013

this constructs a different Date

Python objects are handled by reference…

== compares references!

>>> d ==d2

False

How can this be False ?

slide23

TwoDateobjects:

d

12

11

2013

month

day

year

memory location ~ 42042778

== compares memory locations, not contents

originals underneath…

slide24

== vs. equals

UFO license

Area 51, CA

What date is on your id?

What id is on your Date?

>>> d = Date(11,12,2013)

>>> d

11/12/2013

>>> d2 = Date(11,12,2013)

>>> d2

11/12/2013

this constructs a different Date

Python objects are handled by reference…

.equals compares contents

>>> d.equals(d2)

True

slide25

Date

>>> d = Date(12,31,2013)

>>> d

12/31/2013

always create with the CONSTRUCTOR …

the tomorrow method returns nothing at all. Is it doing anything?

>>> d.tomorrow()

>>> d

01/01/2014

>>> d.subNDays(50)

lots of printing, but no return value!

d has changed!

Why is this important?

Some methods return a value; others change the object that call it!

slide26

hw8, problem1

Add these to your Dateclass!

yesterday(self)

tomorrow(self)

addNDays(self, N)

subNDays(self, N)

isBefore(self, d2)

isAfter(self, d2)

diff(self, d2)

dow(self)

Prof. Benjamin !

no computer required…

and use your Dateclass to analyze our calendar a bit…

slide27

class Date:

def __init__( self, mo, dy, yr ):

def __repr__(self):

defisLeapYear(self):

defequals(self, d2):

""" returns True if they represent

the same date; False otherwise

"""

if

return True

else:

return False

equals

How many Dates are here?

Which one is selfish?

plain approach

slide28

class Date:

def __init__( self, mo, dy, yr ):

def __repr__(self):

defisLeapYear(self):

defequals(self, d2):

""" returns True if they represent

the same date; False otherwise

"""

if

return True

else:

return False

equals

How many Dates are here?

Which one is selfish?

list approach!

slide29

Try it!

class Date:

deftomorrow(self):

""" moves the date ahead 1 day """

DIM = [0,31,28,31,30,31,30,31,31,30,31,30,31]

Implement tomorrow !

Don't return anything. This CHANGESthe date object that calls it.

DIM looks pretty bright to me!

first, add 1 to self.day

then, adjust the month and year, only if needed

Let's do this on the board…

Extra: how could you make this work in leap years!?

slide30

a thought experiment…

class Date:

defisBefore(self, d2):

""" True if self is before d2, else False """

ifself.year < d2.year:

returnTrue

ifself.month < d2.month:

returnTrue

ifself.day < d2.day:

returnTrue

return False

(1) There's a bug here – what is it!?

>>> d = Date(1,1,2014)

>>> d2 = Date(11,12,2013)

>>> d.isBefore( d2 )

True

(2) How could we fix it?

Bug!

slide31

plain approach

class Date:

defisBefore(self, d2):

""" if self is before d2, this should

return True; else False """

ifself.year < d2.year: return True

ifself.year> d2.year: return False

# here, the years are EQUAL!

ifself.month < d2.month:returnTrue

ifself.month> d2.month: return False

# here, the years and months are EQUAL!

ifself.day < d2.day:return True

return False

slide32

list approach?!

class Date:

defisBefore(self, d2):

""" if self is before d2, this should

return True; else False """

self_list = [self.year,self.month,self.day]

d2_list = [d2.year,d2.month,d2.day]

if

returnTrue

else:

returnFalse

I want even LESS !

slide33

class Date:

deftomorrow(self):

""" moves the date ahead 1 day """

DIM = [0,31,fdays,31,30,31,30,31,31,30,31,30,31]

self.day += 1 # add 1 to the day!

ifself.day > DIM[self.month]: # check day

self.month += 1

self.day = 1

ifself.month > 12: # check month

self.year += 1

self.month = 1

better as a variable!

slide34

class Date:

deftomorrow(self):

""" moves the date ahead 1 day """

fdays= 28 + self.isLeapYear() # What ?!

DIM = [0,31,fdays,31,30,31,30,31,31,30,31,30,31]

self.day += 1

ifself.day > DIM[self.month]:

self.month += 1

self.day = 1

ifself.month > 12:

self.year += 1

self.month = 1

slide36

Part 2: files + dictionaries!

Building classes...

... vs. using the library

hw8pr1

hw8pr2

file and dictionary classes

The Date class

files

dictionaries

If I had a dictionary, I guess I could look up what it was!

slide37

Files!

In Python reading files is no problem…

>>> f = open( 'a.txt' )

>>> text = f.read()

>>> f.close()

>>> text

'I like poptarts and 42 and spam.\nWill I

>>> LoW = text.split()

[ 'I', 'like', 'poptarts', ... ]

opens the file and calls it f

reads the whole file into the string text

closes the file (optional)

text.split()returns a list of each "word"

slide38

defword_count( filename ):

""" word-counting program """

f = open( filename )

text = f.read()

f.close()

LoW = text.split()

print "There are", len(LoW), "words."

file handling

word counting

Let's try this! Files are fun (and hugely powerful!)

What if we wanted the number of different words in the file?

This would be the author's vocabulary size, instead of the total word count.

slide39

This seems like the key to dictionaries' value…

Dictionaries

>>> d = {}

>>> d[1994] = 'dog'

>>> d[1995] = 'pig'

>>> d

{1995:'dog', 1994:'pig'}

>>> d[1995]

'pig'

creates an empty dictionary,d

1994 is the key

'dog' is the value

1995is the key

'pig'is the value

key

value

Adictionaryis a set of key - valuepairs

Curly! And colony!

slide40

More on dictionaries

They don't seem moronic to me!

Strings can be keys, too!

>>> d = {'pig': 1995, 'dog': 1994}

>>> 'dog'in d >>> 'cat'in d

True False

>>> len(d)

2

>>> d.keys()

[ 'pig','dog' ]

>>> d.values()

[ 1994, 1995]

>>> d.items()

[ ('dog', 1994), ('pig', 1995) ]

inchecks if a key is present

len ()returns the # of keys

d.keys()returns a list of all keys

d.values ()returns a list of all values

d.items ()returns a list of all key, value pairs

slide41

defvocab_count( filename ):

""" vocab-counting program """

f = open( filename )

text = f.read()

f.close()

LoW = text.split()

print "There are", len(LoW), "words."

d = {}

for wdin LoW:

if wdnot in d:

d[wd] = 1

else:

d[wd] += 1

print"There are", len(d), "distinct words.\n"

return d # this way we can use the data in d later!

file handling

word counting

Tracking the number of occurences of each word with a dictionary, d.

slide42

Vocabulary, anyone?

Shakespeare used 31,534 different words -- and a grand total of 884,647 words -- counting repetitions (across all of his works)

http://www-math.cudenver.edu/~wbriggs/qr/shakespeare.html

Shakespearean coinages

gust

besmirch

unreal

superscript

watchdog

swagger

affined

rooky

attasked

out-villianed

There's one contemporary author in the Oxford English Dictionary…

Who? What word?

successful

unsuccessful

http://www.pathguy.com/shakeswo.htm

http://www.shakespeare-online.com/biography/wordsinvented.html

slide43

Vocabulary, anyone?

Shakespeare used 31,534 different words -- and a grand total of 884,647 words -- counting repetitions (across all of his works)

http://www-math.cudenver.edu/~wbriggs/qr/shakespeare.html

Shakespearean coinages

There's one contemporary author in the Oxford English Dictionary…

gust

besmirch

unreal

superscript

watchdog

swagger

affined

rooky

attasked

out-villianed

There's one contemporaryauthor in the Oxford English Dictionary…

Who? What word?

successful

unsuccessful

http://www.pathguy.com/shakeswo.htm

http://www.shakespeare-online.com/biography/wordsinvented.html

slide44

Vocabulary, anyone?

Shakespeare used 31,534 different words -- and a grand total of 884,647 words -- counting repetitions (across all of his works)

http://www-math.cudenver.edu/~wbriggs/qr/shakespeare.html

J. K. Rowling !

Shakespearean coinages

gust

besmirch

unreal

superscript

watchdog

swagger

affined

rooky

attasked

out-villianed

successful

unsuccessful

http://www.pathguy.com/shakeswo.htm

http://www.shakespeare-online.com/biography/wordsinvented.html

slide46

MarkovModels

Techniques for modeling any sequence of natural data

speech, text, sensor data...

1st-order Markov Model (its defining property)

Each item depends only on the one immediately before it .

slide47

Our Markov Model

Original file:

Markov Model:

{

'$': ['I', 'Will', 'I'],

'I': ['like', 'get', 'like']

'like': ['poptarts', 'spam'],

'poptarts': ['and', 'for'],

'and':

'42': ['and'],

'Will': ['I'],

'the':

'spam': ['and', 'poptarts!'],

'get': ['spam'],

'for': ['the']

A dictionary!

What are the keys?

What are the values?

What are the missing values?

What is the '$'?

Why do some keys seem missing?

}

slide48

Our Markov Model

Original file:

I like poptarts and 42 and spam.

Will I get spam and poptarts for

the holidays? I like spam poptarts!

Markov Model:

{

'$': ['I', 'Will', 'I'],

'I': ['like', 'get', 'like']

'like': ['poptarts', 'spam'],

'poptarts': ['and', 'for'],

'and': ['42', 'spam.', 'poptarts'],

'42': ['and'],

'Will': ['I'],

'the': ['holidays?'],

'spam': ['and', 'poptarts!'],

'get': ['spam'],

'for': ['the']

A dictionary!

}

slide49

Model creation:

1) start with the prevwd as '$'

2) for each nextwdin the list of words, add it in ...

3) then change nextwdto prevwd or '$'...

if nextwd [-1] is punctuation.

slide50

hw8pr2…

$ : [ I, I ]

I : [ like, eat ]

like : [ spam ]

eat : [ poptarts ]

pw

nw

I like spam. I eat poptarts!

d = {}

pw =

for nw in LoW:

if pwnot in d: d[pw] =

else: d[pw] +=

slide51

hw8pr2…

$ : [ I, I ]

I : [ like, eat ]

like : [ spam ]

eat : [ poptarts ]

pw

nw

I like spam. I eat poptarts!

d = {}

pw =

for nw in LoW:

if pwnot in d: d[pw] =

else: d[pw] +=

slide52

Model creation

defcreateDictionary( filename ):

""" creates a 1st-order M.Model """

f = open( filename )

text = f.read()

f.close()

LoW = text.split()

d = {}

prevwd = '$'

for nextwdin LoW:

if prevwdnot in d:

d[prevwd] =

else:

d[prevwd] +=

We want the KEY to be prevwd. We want the VALUE to be the list of words following prevwd.

slide53

Markov Models are generative!

A key benefit of Markov Models is that they can generate feasible data!

Original file:

I like poptarts and 42 and spam.

Will I get spam and poptarts for

the holidays? I like spam poptarts!

Generated text:

slide54

Markov Models are generative!

A key benefit of Markov Models is that they can generate feasible data!

Original file:

I like poptarts and 42 and spam.

Will I get spam and poptarts for

the holidays? I like spam poptarts!

Generated text:

I get spam poptarts! I like poptarts and 42 and spam. I like spam and 42 and 42 and 42 and spam. Will I like poptarts and 42 and poptarts and 42 and poptarts and 42 and 42 and poptarts and spam. I get spam and 42 and 42 and...

slide55

Model creation:

1) start with the prevwd as '$'

2) for each nextwdin the list of words, add it in ...

3) then change nextwdto prevwd or '$'...

if nextwd [-1] was punctuation.

Generating text:

1) start with prevwd as the '$'string

2) choose a nextwd that follows prevwd, at random.

3) print nextwd

4) nextwd or '$' becomes prevwd

Demos…

if nextwd [-1] was punctuation.

slide56

WMSCI

Markov-generated text in practice!

slide57

WMSCI 2005

http://pdos.csail.mit.edu/scigen/

Markov-generated submission accepted to WMSCI 2005

slide59

presentation…

in costume!

slide60

Thesis or paper worries?

Let Python write the rest of your papers for you!

Have a worry-freeweek… !

slide62

Why objects and classes?

Elegance:Objects hide complexity!

if b.winsFor( 'X' ) == True:

if d.isBefore( d2 ) == True:

Simple – and INVITING -- building blocks!

encapsulating lots of complexity!!

defisBefore(self, d2):

""" Returns true if self is before d2 """

if self.year < d2.year:

returnTrue

if self.month < d2.month and self.year == d2.year:

returnTrue

if self.day < d2.day and d2.month == self.month and \

self.year == d2.year:

returnTrue

returnFalse

slide63

Why objects and classes?

Elegance:Objects hide complexity!

if b.winsFor( 'X' ) == True:

if d.isBefore( d2 ) == True:

Simple – and INVITING -- building blocks!

encapsulating lots of complexity!!

or maybe not so much!!!

defisBefore(self, d2):

""" Returns true if self is before d2 """

return[self.year, self.month, self.day] < [d2.year, d2.month, d2.day]

slide64

class Date:

deftomorrow(self):

""" moves the date ahead 1 day """

fdays = 28 + self.isLeapYear() # What ?!

DIM = [0,31,fdays,31,30,31,30,31,31,30,31,30,31]

slide65

d = Date(1,1,2012)

d2 = Date(11,8,2011)

d.isBefore( d2 )

True

What's wrong?

class Date:

defisBefore(self, d2):

""" if self is before d2, this should

return True; else False """

if self.year < d2.year:

return True

if self.month < d2.month and

return True

if self.day < d2.day and

return True

return False

slide66

class Date:

deftomorrow(self):

""" moves the date that calls it ahead 1 day """

DIM = [0,31,28,31,30,31,30,31,31,30,31,30,31]

slide67

copy

class Date:

def __init__( self, mo, dy, yr ):

def __repr__(self):

defisLeapYear(self):

def equals(d,d2):

defcopy(self):

""" returns a DIFFERENT object w/SAME date value! """

newd = Date( self.month, self.day, self.year )

returnnewd

Whenever you want to create a brand-new object, use the appropriate CONSTRUCTOR

slide69

classDate:

""" a blueprint (class) for objects

that represent calendar days

"""

def__init__( self, mo, dy, yr ):

""" the Date constructor """

self.month = mo

self.day = dy

self.year = yr

def__repr__( self ):

""" used for printing Dates """

s = "%02d/%02d/%04d" % (self.month, self.day,self.year)

return s

defisLeapYear( self ):

""" anyone know the rule? """

The Dateclass

See docs.python.org/library/string.html

Why is everyone so far away?!

slide70

a Leap of faith….

class Date:

def __init__( self, mo, dy, yr ): (constructor)

def __repr__(self): (for printing)

defisLeapYear( self ):

""" here it is """

if self.year%400 == 0: return True

if self.year%100 == 0: return False

if self.year%4 == 0: return True

return False

John Herschel

How about a 4000-year rule?

slide71

More Date

class Date:

def __init__( self, mo, dy, yr ):

def __repr__(self):

def isLeapYear(self):

defcopy(self):

""" returns a DIFFERENT object w/SAME date! """

defequals(self, d2):

""" returns True if they represent

the same date; False otherwise

"""

How many Dates are here?

Would two be selfish?

slide72

Quiz

class Date:

defisBefore(self, d2):

""" if self is before d2, this should

return True; else False """

if self.year < d2.year: return True

if self.month < d2.month: return True

if self.day < d2.day: return True

return False

deftomorrow(self):

""" moves the date that calls it ahead 1 day """

DIM = [0,31,28,31,30,31,30,31,31,30,31,30,31]

Name: ______________

This method is WRONG! Find why … and suggest how you could fix it!

d = Date(1,1,2012)

d2 = Date(11,8,2011)

d.isBefore( d2 )

True

Hint:

DIM looks pretty bright to me!

Write this tomorrow method.

It does not return anything. It just CHANGES the date object that calls it.

slide73

Designing classes

1) What data? (Data Members)

Not limited to 7x6!

2) What are the key capabilities? (Methods)

slide74

int

int

Connect Four: the objectb

str

str

str

str

list

Board

b

data

str

str

str

str

?

str

str

str

str

4

width

3

height

Starting from b, how would you access the string marked by the ?

slide75

Object example: strings

Constructor!

s = str('harvey mudd college')

dir(s)

s.split()

s.__len__() # I should underscore this point!

s.title() # an entitlement?

20*'spam'.title() # how many capital S's?

('spam'*20).title()

slide76

Everything in python is an object

Demo!

x = 20

y = 22

x.__add__(y) # either way!

# even this!

(19).__add__(23)

id(x)

id(y)

Hey! No other aliens allowed!

You mean superego?

My ego approves!

slide77

A complex object:

It seems clear enough to me!

>>> z = complex(3,4)

>>> z

(3+4j)

>>> dir(z)

all of the data members and methods of the complex class (and thus the object z !)

>>> z.imag

4.0

>>> z.conjugate()

3-4j

a data member of all objects of class complex

its value for this object, z

a method (function) within all objects of class complex

its return value for this object, z

slide78

A complex class:

will have more methods (functions), too...

defines the type of our complex-number objects

slide79

Connect Four: constructor

class Board:

""" a datatype representing a C4 board

with an arbitrary number of rows and cols

"""

def__init__( self, width, height ):

""" the constructor for objects of type Board """

self.width = width

self.height = height

self.data = [] # this will be the board

self.data = [ [' ']*self.width for row inrange(self.height) ]

What was this called again… ?

slide80

Objects ~ DOTs !

Constructor!

s = str('harvey mudd college')

dir(s)

s.spit()

s.__len__() # I should underscore this point!

s.title() # an entitlement?

20*'spam'.title() # how many capital S's?

('spam'*20).title()

What, the L ?

slide81

Everything in python is an object

Demo!

x = 20

y = 22

x.__add__(y) # either way!

# even this!

(19).__add__(23)

id(x)

id(y)

Hey! No other aliens allowed!

You mean superego?

My ego approves!

slide82

dir and help !

provide all of the methods and data members available to an object

dir('any string')

help(''.count)

dir(42)

dir( [] )

No memorizing! Just use dir & help…

try sort!

slide83

Examples…

Graphics libraries

Python's class libraries…

Do reference libraries have library references?

http://docs.python.org/lib/

slide84

Lists: the good and bad...

+

lots of computer work for little programmer work!

Here's a list for Feb. 29, 2010:

A = [ 2, 29, 2010 ]

29

2

2010

list

int

int

int

A

A[2]

A[0]

A[1]

slide85

Lists: the good and bad...

+

lots of computer work for little programmer work!

only generic capabilities, e.g., len, print

-

only square-bracket naming, e.g.,

A[i]

no data consistency checks

A = [ 2, 29, 2010 ]

Something is wrong with this date!

29

2

2010

list

int

int

int

A

A[2]

A[0]

A[1]

Classes and Objects take care of all 3 drawbacks...

slide86

CS 5 today

A whole new classof programming

Composing functions

CS's building blocks

Designing Data!

The Dateclass

whose convenience?

Exams?

slide87

Objects ~ DOTs !

Constructor!

s = str('harvey mudd college')

dir(s)

s.spit()

s.__len__() # I should underscore this point!

s.title() # an entitlement?

20*'spam'.title() # how many capital S's?

('spam'*20).title()

What, the L ?

slide88

Everything in python is an object

Demo!

x = 20

y = 22

x.__add__(y) # either way!

# even this!

(19).__add__(23)

id(x)

id(y)

Hey! No other aliens allowed!

You mean superego?

My ego approves!

slide89

Lists: the good and bad...

+

lots of computer work for little programmer work!

only generic capabilities, e.g., len, print

-

only square-bracket naming, e.g.,

A[i]

no data consistency checks

A = [ 2, 29, 2010 ]

Something is wrong with this date!

29

2

2010

list

int

int

int

A

A[2]

A[0]

A[1]

Classes and Objects take care of all 3 drawbacks...

slide90

Classes & Objects

An object-oriented programming language allows you to build your own customized types of variables.

(1) A class is a type of variable.

(2) An object is one such variable.

(instance)

There will typically be MANY objects of a single class.

slide91

A complex object:

It seems clear enough to me!

>>> z = complex(3,4)

>>> z

(3+4j)

>>> dir(z)

all of the data members and methods of the complex class (and thus the object z !)

>>> z.imag

4.0

>>> z.conjugate()

3-4j

a data member of all objects of class complex

its value for this object, z

a method (function) within all objects of class complex

its return value for this object, z

slide92

A complex class:

will have more methods (functions), too...

defines the type of our complex-number objects

slide93

Objects

An object is a container data structure - like a list - except

(1) Its data elements have names chosen by the programmer.

(2) An object contains its own functions that it can call!

usually called "methods" instead of functions:

__init__

__repr__

the repr (for printing)

the constructor

(3) Thus, an object can take care of itself !

I guess he wants to underscore these two methods!

slide94

Date

This is a class. It is a user-defined datatype (that you'll build in Lab this week!)

>>> d = Date(10,9,2010)

>>> d

10/09/2010

this is a CONSTRUCTOR …

What does it do?

this is an object of type Date

the representation of a particular object of type Date

>>> d.isLeapYear()

False

the isLeapYear method returns True or False. How does it know what year to check?

>>> d2= Date(1,1,2012)

>>> d2

01/01/2012

>>> d2.isLeapYear()

True

Another object of type Date - again, from the constructor.

How does it know to return True, instead of False in this case ??

slide95

classDate:

""" a blueprint (class) for objects

that represent calendar days

"""

def__init__( self, mo, dy, yr ):

""" the Date constructor """

self.month = mo

self.day = dy

self.year = yr

def__repr__( self ):

""" used for printing Dates """

s = "%02d/%02d/%04d" % (self.month, self.day,self.year)

return s

defisLeapYear( self ):

""" anyone know the rule? """

The Dateclass

See docs.python.org/library/string.html

Why is everyone so far away?!

slide96

is the specific OBJECT THAT CALLS A METHOD

self

>>> d = Date(11,9,2010)

>>> d

11/09/2010

These methods need access to the object that calls them

>>> d.isLeapYear()

True

>>> d2= Date(1,1,2012)

>>> d2

12/31/2007

>>> d2.isLeapYear()

False

These methods need access to the object that calls them

slide97

a Leap of faith….

class Date:

def __init__( self, mo, dy, yr ): (constructor)

def __repr__(self): (for printing)

defisLeapYear( self ):

""" here it is """

if self.year%400 == 0: return True

if self.year%100 == 0: return False

if self.year%4 == 0: return True

return False

John Herschel

How about a 4000-year rule?

slide98

Date

>>> d = Date(1,1,2011)

>>> d

1/1/2011

always created with the CONSTRUCTOR …

>>> d.yesterday()

>>> d

12/31/2010

>>> d.subNDays(52)

lots of printing, but no return value!

>>> d

the yesterday method returns nothing at all. Is it doing anything?

d has changed!

Why is this important?

Some methods return a value; others change the object that call it!

slide99

Date ids

What date is on your id?

What id is on your Date?

UFO license

Area 51, CA

>>> d = Date(11,9,2010)

>>> d

11/09/2010

>>> d2 = Date(11,10,2010)

>>> d2

11/10/2010

this initializes a different Date!

>>> d ==d2

?

>>> d2.yesterday()

>>> d ==d2

?

slide100

Double Date

Excuse me -- ids please!

>>> d2 = d

>>> d

11/09/2010

>>> d.yesterday()

>>> d2

?

>>> d2 = d.copy()

>>> d2 == d

?

>>> d.equals(d2)

?

How many Dates are here?

slide101

More Date

class Date:

def __init__( self, mo, dy, yr ):

def __repr__(self):

def isLeapYear(self):

defcopy(self):

""" returns a DIFFERENT object w/SAME date! """

defequals(self, d2):

""" returns True if they represent

the same date; False otherwise

"""

How many Dates are here?

Would two be selfish?

slide102

d = Date(1,1,2011)

d2 = Date(11,9,2010)

d.isBefore( d2 )

True

What's wrong?

class Date:

defisBefore(self, d2):

""" if self is before d2, this should

return True; else False """

if self.year < d2.year:

return True

if self.month < d2.month:

return True

if self.day < d2.day:

return True

return False

slide103

class Date:

deftomorrow(self):

""" moves the date that calls it ahead 1 day """

DIM = [0,31,28,31,30,31,30,31,31,30,31,30,31]

slide104

Lab today – or tomorrow

no computer required…

Add to Date these methods:

yesterday(self)

tomorrow(self)

addNDays(self, N)

subNDays(self, N)

isBefore(self, d2)

isAfter(self, d2)

diff(self, d2)

dow(self)

Prof. Art Benjamin

and use your Date class to analyze our calendar a bit…

slide106

Designing classes

1) What data? (Data Members)

Not limited to 7x6!

2) What are the key capabilities? (Methods)

slide107

int

int

Connect Four: the objectb

str

str

str

str

list

Board

b

data

str

str

str

str

?

str

str

str

str

4

width

3

height

Starting from b, how would you access the string marked by the ?

slide108

Classes & Objects

An object-oriented programming language allows you to build your own customized types of variables.

(1) A class is a type of variable.

(2) An object is one such variable.

(instance)

There will typically be MANY objects of a single class.

slide109

Connect Four: constructor

class Board:

""" a datatype representing a C4 board

with an arbitrary number of rows and cols

"""

def__init__( self, width, height ):

""" the constructor for objects of type Board """

self.width = width

self.height = height

self.data = [] # this will be the board

self.data = [ [' ']*self.width for row inrange(self.height) ]

What was this called again… ?