Is Python a

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Part I - Modules, 646Part I - Programs, 646Part I - Scripts, 647Part II - Dictionary indexing, 651Part II - Dictionary keys, 651Part II - Files, 653Part II - Generic operations, 652Part II - Immutable types, 653Part II - Indexing and slicing, 650Part II - Indexing, slicing, and del, 650Part II - Nesting, 653Part II - String indexing, 652Part II - The basics, 648Part II - The dir function revisited, 653Part II - Tuple assignment, 651Part III - Backslash characters, 654Part III - Coding basic loops, 654Part III - Program logicalternatives, 655Part III - Sorting dictionaries, 654Part IV - Arguments, 656Part IV - file dicts.py, 658Part IV - Keywords, 657Part IV - List comprehensions, 660Part IV - More argument-matchingexamples, 659Part IV - Primes revisited, 659Part IV - The basics, 656Part IV - varargs, 657Part V - _ _main_ _, 662Part V - Circular imports, 664Part V - from/from *, 662Part V - Import basics, 661Part V - Nested imports, 662Part V - Package imports, 663Part V - Reloads, 664Part VI - Class tree links, 670Part VI - Composition, 670Part VI - Inheritance, 664Part VI - Metaclass methods, 667Part VI - Operator overloading, 666Part VI - Set objects, 668Part VI - Subclassing, 667Part VI - The Dead Parrot Sketch, 672Part VI - Zoo animal hierarchy, 671Part VII - Error handling, 673Part VII - Exception objects andlists, 673Part VII - try/except, 672_ _exit_ _ method, 600expression operators, 95, 96–98mixed operators, 97overloading, 98parentheses group subexpressions, 97expression statements, 228–229common, 228in-place changes, 229expression-based equivalents, 347expressions operatorsmixed types, 97numbers, 99parentheses, 97extending, <strong>Python</strong> with C, 15Extensible Markup Language, 10extension modules, 399extensions, 7, 630byte code, 25compiled, 630Ffactories, 532–533why use, 533factory function, 321False built-in name, 109FIFO files, 182fifos, 86file extensions, 40file scanners, 259files, 67, 85–86, 176–182access-by-key, 182calling the file close method, 178changing file position to offset N for nextoperation, 177common operations, 176creating input file, 176creating output file, 176descriptor, 182executing, 24flushing output buffer to disk withoutclosing, 177generating namespaces, 405–406in action, 178–182storing and parsing objects, 178storing and parsing packed binarydata, 181storing native <strong>Python</strong> objects withpickle, 180writing single line of text as astring, 178Index | 687
files (continued)manual close, 177opening, 176other file-like tools, 86other tools, 182reading entire file into a single string, 177reading entire file into list of linestrings, 177reading next line into a string, 177reading next N bytes into a string, 177using, 177writing a string of bytes into file, 177writing all line strings in a list intofile, 177filter function, 248, 353, 356find method, 145flexibility, breaking, 88floating-point literals, 94floating-point numbers, 93floating-point object math, 107for loops, 254–258basic usage, 256general format, 254inside a function, 306iterators, 260list comprehensions and, 360nested, 257readlines method, 261strings, 256tuples, 256tuple of targets, 257for/else statement, 202frameworks, 461freeware, 13from * statement, 400, 440from statement, 202, 400, 439import statement and, 402modules, 385potential pitfalls, 403recursive, 443frozen binaries, 31, 56function decorators, 505, 528, 556–558example, 558function design concepts, 369function gotchasdefaults and mutable objects, 373enclosing scope loop variables, 375functions without returns, 375local names, 372functional programming, 353filter, 353reduce, 354functions, 299–309, 310, 630advanced related topics, 344–381anonymous, 344–349apply, 350applying to arguments, 350as objects, 370calling, 292calls, 304coding, 300–303arguments, 301def statement, 301, 302–304global statement, 301return statement, 301, 302defined, 299filter, 353intersecting sequences, 306–308calls, 306for loop inside function, 306local variables, 308polymorphism, 307lambda, 344–349maximizing code reuse and minimizingredundancy, 300number tools, 106procedural decomposition, 300reduce, 354registering as event handlers, 503–505related statements and expressions, 299signal conditions with raise, 622that change objects in-place, 292why use, 300Ggarbage collection, 14, 81, 115general-set functions, 338generator expressions, 365generators, 360–366example, 362send method versus next method, 364_ _getattr_ _ method, 492, 498, 528_ _getattribute_ _ methodnew-style classes only, 552_ _getitem_ _ method, 492, 493global, 299global scopes, 311, 313global statement, 203, 301, 316–320global variables, minimizing, 317global-scope variables, accessing, 319graphical user interface, 9GTK, 10688 | Index
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Learning Python
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THIRD EDITIONLearning PythonMark Lu
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To Vera.You are my life.
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3. How You Run Programs . . . . . .
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5. Numbers . . . . . . . . . . . .
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8. Lists and Dictionaries . . . . .
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Statement rule special cases 208Blo
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Iterators: A First Look 258File Ite
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Scopes and Nested Functions 320Nest
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How Imports Work 3891. Find It 390T
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Brain Builder 445Chapter Quiz 445Qu
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25. Designing with Classes . . . .
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Preface1This book provides an intro
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In addition, this entire edition in
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This book is designed to be an intr
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Part I, Getting StartedWe begin wit
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Preparing for Python 3.0The first a
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• In the iterator protocol, the X
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We appreciate, but do not require,
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It’s been a long and winding road
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PART II.Getting Started
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Developer productivityPython boosts
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Is Python a “Scripting Language
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Who Uses Python Today?At this writi
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(both Classic and OS X). A free ext
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Gaming, Images, AI, XML, Robots, an
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Besides the language interpreter it
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Python Is Engineering, Not ArtWhen
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world, the truth is that Python cre
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B RAINB UILDERChapter QuizIn this e
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ChapterCHAPTER22How Python Runs Pro
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Because installation details are so
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If Python cannot write the byte cod
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Python Implementation AlternativesR
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Roughly, while your program runs, P
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Future Possibilities?Finally, note
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ChapterCHAPTER33How You Run Program
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Here, the last two lines typed are
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un it again without retyping it fro
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Using Command Lines and FilesRunnin
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In this case, you don’t need the
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The raw_input TrickUnfortunately, o
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In simple terms, every file of Pyth
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Alternatively, you can fetch (reall
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Because of these complications (and
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Figure 3-3. The main Python shell w
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start occasionally on some Windows
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Embedding CallsAt this point, we’
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Which Option Should I Use?With all
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6. IDLE can still be hung by some t
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5. Errors. Experiment with typing m
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Chapter 4CHAPTER 4Introducing Pytho
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Python’s Core Data TypesTable 4-1
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print the result—with more than 3
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In a slice, the left bound defaults
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S = 'spam'>>> S.upper( ) # Upper- a
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msg'\naaaaaaaaaaaaa\nbbb\'\'\'bbbbb
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M.reverse( )>>> M['cc', 'bb', 'aa']
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diag = [M[i][i] for i in [0, 1, 2]]
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ec['job'][-1] # Index the nested li
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on any object that is a sequence an
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TuplesThe tuple object (pronounced
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Other Core TypesBeyond the core typ
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def lastName(self):return self.name
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B RAINB UILDERChapter QuizWe’ll e
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Chapter 5CHAPTER 5Numbers5This chap
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Hexadecimal and octal literalsThe r
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Mixed Operators Follow Operator Pre
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Numbers in ActionProbably the best
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(2.0 + a) # Auto echo output: more
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(9 / 3), (9.0 / 3), (9 // 3), (9 //
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Hexadecimal and Octal NotationAs me
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The random module can be useful for
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Such operations are convenient when
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B RAINB UILDERChapter Quiz1. What i
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Python to use the name a as a varia
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However, that’s not really what
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Names References Objectsa=3b=aa 3bF
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changes, they can impact other part
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import sys>>> sys.getrefcount(1) #
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Chapter 7CHAPTER 7Strings7The next
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Single- and Double-Quoted Strings A
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Some escape sequences allow you to
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Triple Quotes Code Multiline Block
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Because Unicode is designed to hand
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Notice that operator overloading is
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• Indexing (S[i]) fetches compone
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Why You Will Care: SlicesThroughout
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Such conversions can be used in con
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The third example again inserts thr
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eply = """Greetings...Hello %(name)
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S = 'spammy'>>> S = S[:3] + 'xx' +
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can pull out its components by spli
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x'aspambspamcspam'To access the sam
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B RAINB UILDERChapter Quiz1. Can th
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Variable-length, heterogeneous, and
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espond to all of the general sequen
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Both index and slice assignments ar
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In some types of programs, the list
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Tables of object references (hash t
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Later in this chapter and book, you
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Dictionaries also provide a copy me
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Here, it looks as if D is a 100-ite
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Other ways to make dictionariesFina
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B RAINB UILDERChapter Quiz1. Name t
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Of the category immutable sequenceL
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T = tuple(tmp) # Make a tuple from
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Table 9-2. Common file operations (
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F.write('%s,%s,%s\n' % (X, Y, Z)) #
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We get back an equivalent dictionar
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Why You Will Care: Operator Overloa
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We studied this phenomenon in Chapt
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For instance, a comparison of list
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Python also provides a special obje
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Because types can be subclassed in
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Beware of Cyclic Data StructuresWe
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B RAINB UILDERChapter Quiz1. How ca
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c. Finally, how does Python handle
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PART IIIIII.Statements and Syntax
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Python’s StatementsTable 10-1 sum
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What Python AddsThe one new syntax
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Why Indentation Syntax?The indentat
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My point is that even when a langua
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prints, function calls, and the lik
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Armed with this information, we can
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an except part that gives the excep
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B RAINB UILDERChapter Quiz1. What t
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• Implicit assignments: import, f
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In fact, the original tuple and lis
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Notice that this code is using the
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Augmented assignments have three ad
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Reserved words are off-limitsNames
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Expression StatementsIn Python, you
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Table 11-5. print statement formsOp
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The print >> file ExtensionThis tri
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In Python 3.0, the print statement
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ChapterCHAPTER1212if Tests 12This c
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If you’ve used languages like C o
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As you’ve seen, there are no vari
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• Triple-quoted string literals c
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[ ] or 33>>> [ ] or { }{ }In the fi
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of Python 2.5. Again, though, you s
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ChapterCHAPTER1313while and for Loo
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Finally, notice that Python doesn
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Because continue jumps to the top o
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print 'Ni'breakx = x[1:]else:print
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ExamplesLet’s type a few for loop
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Note that this example is easier to
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eadlines loads a file all at once i
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Moreover, the iterator version has
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We saw the sorted function used her
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Although such range results may be
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To really change the list as we mar
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Dictionary construction with zipIn
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List Comprehensions: A First LookIn
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and add it to the result list. Agai
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B RAINB UILDERChapter Quiz1. When i
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ChapterCHAPTER1414The Documentation
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Only some of the many names are dis
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Note that you will generally want t
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FILE(built-in)DESCRIPTIONThis modul
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too). Enter the name of a module yo
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Figure 14-3. PyDoc can serve up doc
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Figure 14-4. Python’s standard ma
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• Use simple for loops instead of
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B RAINB UILDERChapter Quiz1. When s
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if found:print 'at index', ielse:pr
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Chapter 15CHAPTER 15Function Basics
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In this chapter, we will explore ho
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def Executes at RuntimeThe Python d
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Polymorphism in PythonAs we just sa
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s1 = "SPAM">>> s2 = "SCAM">>> inter
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In all cases, the scope of a variab
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lambdas, then the global (G) scope,
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have to import it in order to inspe
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Here, x, y, and z are all globals i
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Here again, the best prescription i
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Notice that the global declaration
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Retaining enclosing scopes’ state
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def makeActions( ):... acts = []...
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Python’s pass-by-assignment schem
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Avoiding Mutable Argument ChangesAr
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Defaults: specify values for argume
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DefaultsWe talked a little about de
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func(*args)1 2 3 4Similarly, the **
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if arg < res:res = argreturn resdef
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def union(*args):res = []for seq in
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For both scopes and arguments, we a
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Quiz Answers1. The output here is '
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Function objects returned by runnin
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a dictionary becomes a more general
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What wasn’t illustrated in the pr
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around this, simply build up the ar
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Moreover, map can be used in more a
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Together with map, filter and reduc
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... if x % 2 == 0:... res.append(x)
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List comprehensions are powerful to
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Why You Will Care: List Comprehensi
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If you want to see what is going on
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for key in D:... print key, D[key].
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I’ve mentioned a few times that l
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For more insight, try modifying the
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seen some of these uses in earlier
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...>>> selector( )99Remember, thoug
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Functions Without returnsIn Python
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B RAINB UILDERPart IV ExercisesIn t
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Package this code as a reusable fun
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Chapter 18CHAPTER 18Modules: The Bi
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How to Structure a ProgramGenerally
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in any other programs you may write
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Home directoryPython first looks fo
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Module file selectionKeep in mind t
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Because this last import step actua
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B RAINB UILDERChapter Quiz1. How do
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ecause if is a reserved word—when
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As one consequence, because top-lev
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Like all assignments, the from stat
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Files Generate NamespacesSo, how do
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Qualification is really an expressi
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X = 1import mod2print X,print mod2.
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• Reloads impact all clients that
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Although we’ve already seen enoug
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Chapter 20CHAPTER 20Module Packages
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dir0\dir1\dir2\mod.pyand an import
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import dir1.dir2.mod # Later import
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A Tale of Three SystemsThe only tim
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Also, notice in the install hierarc
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from * copies out all names, the im
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Unit Tests with _ _name_ _In fact,
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of a running Python program, and so
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This defines a package named mypkg
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• Modules should rarely change ot
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We’ve also provided self-test log
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To get around this, you need to use
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from module import X. . .reload(mod
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import typesdef status(module):prin
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5. Package imports. Import your fil
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Chapter 22CHAPTER 22OOP: The Big Pi
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Customization via inheritanceClasse
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ecause the search proceeds bottom-u
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• Each class statement generates
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The _ _init_ _ method is known as t
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This is yet another instance of the
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Chapter 23CHAPTER 23Class Coding Ba
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A First ExampleLet’s turn to a re
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Although less common, we could even
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Z (instance)- datais-aSecondClass-
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foster object interfaces that are m
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Specially named methods such as _ _
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Really, these instances have no att
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B RAINB UILDERChapter Quiz1. How ar
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Chapter 24CHAPTER 24Class Coding De
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Here, because the name spam is assi
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always go through self to fetch or
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In Python, inheritance happens when
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This extension coding pattern is al
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def delegate(self):self.action( )de
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All operator overloading methods ar
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def _ _iter_ _(self): # Get iterato
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class SkipIterator:def _ _init_ _(s
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makes age look like a real attribut
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class addrepr(adder): # Inherit _ _
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class Prod:... def _ _init_ _(self,
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You’ll also see another _ _call_
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principle translates to code, and s
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To help you understand how attribut
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X._ _dict_ _{'data1': 'spam', 'data
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every attribute in the instance. It
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JonesTrace through the code in this
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6. Printing sue ultimately runs the
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Overloading by Call Signatures (or
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mark = Person('ml', 'trainer')>>> d
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Employee does stuffChef makes foodS
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def processor(reader, converter, wr
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Because composition is a design iss
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Multiple InheritanceIn a class stat
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if __name__ == "_ _main_ _":X = Sub
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Why Factories?So what good is the f
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On the other hand, if we qualify th
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docstr.func._ _doc_ _'I am: docstr.
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Chapter 26CHAPTER 26Advanced Class
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This change allows you to customize
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explored in Chapter 5; this type pr
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class C2:def metha(self): self._ _X
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Diamond inheritance exampleTo illus
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ensures that your code won’t vary
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x = classic( )>>> x.age # Runs _ _g
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class attributes instead of instanc
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such methods, classes call the buil
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Python provides some built-in funct
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Class GotchasMost class issues can
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in which we list them in the class
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A better alternative would be to re
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B RAINB UILDERChapter Quiz1. Name t
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c. Is there a general way to route
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The order simulation works as follo
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Why You Will Care: OOP by the Maste
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PART VIIVII.Exceptions and Tools
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Why Use Exceptions?In a nutshell, e
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However, if we ask this function to
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... print 'after fetch'...'m'after
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except , :except (name3, name4):exc
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uns the statements under the first
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def gosouth(x):print gobad(x, 0)gos
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• If an exception does occur duri
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The code in this statement’s main
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When this code is run, the followin
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the globals reside in. Passing extr
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traps programming errors itself, th
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The Context Management ProtocolThe
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Notice that this class’ _ _exit_
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ChapterCHAPTER2828Exception Objects
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Class-Based ExceptionsStrings are a
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Why Class Exceptions?Because there
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But this workaround might catch mor
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except StandardError:...handle Pyth
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def parser( ):... # when error foun
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aise instanceraise class, instance#
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B RAINB UILDERChapter Quiz1. How ar
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try:func1()except E:...def func1():
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Really, this code just sets up the
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Functions Signal Conditions with ra
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At the end of this chapter, we’ll
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For example, scripts normally exit
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String Exceptions Match by Identity
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The Python ToolsetFrom this point f
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DoctestThe doctest standard library
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To learn about other large-scale Py
Page 681 and 682: B RAINB UILDERPart VII ExercisesAs
Page 684 and 685: Appendix AAPPENDIX AInstallation an
Page 686 and 687: When installed on Windows, Python a
Page 688 and 689: These variables are straightforward
Page 690 and 691: eboot your machine for the changes
Page 692 and 693: Python’s search path. The .pyc fi
Page 694 and 695: S = "ham">>> "eggs " + S'eggs ham'>
Page 696 and 697: 4. Tuple assignment. The values of
Page 698 and 699: 9. Immutable types. Either of the f
Page 700 and 701: a => 1b => 2c => 3d => 4e => 5f =>
Page 702 and 703: 3. varargs. Two alternative adder f
Page 704 and 705: 7. More argument-matching examples.
Page 706 and 707: es[1.4142135623730951, 2.0, 3.0, 4.
Page 708 and 709: % python myclient.py13 346As for th
Page 710 and 711: % python>>> from adder import *>>>
Page 712 and 713: Note that it’s important to copy
Page 714 and 715: My solution to the multiple-operand
Page 716 and 717: class Customer:def _ _init_ _(self)
Page 718 and 719: if _ _name_ _ == '_ _main_ _': doom
Page 720 and 721: allsizes.sort( )print allsizes[:2]p
Page 722 and 723: win = Tk( )L = Label(win, text='Spa
Page 724 and 725: # CGI client-side script to interac
Page 726 and 727: IndexSymbols# comments, 279% (remai
Page 728 and 729: ord function, 355pow function, 353r
Page 730 and 731: delegation, 527-528, 556descriptor
Page 734 and 735: Hhandler, 578“has-a” relationsh
Page 736 and 737: Kkeyed-access files, 86KeyError (bu
Page 738 and 739: imports and reloads, 45-50example,
Page 740 and 741: overloading by call signatures, 519
Page 742 and 743: cross-file changes, minimizing, 318
Page 744 and 745: Tkinter, 9, 31environment setting,
Page 746: About the AuthorMark Lutz is the wo
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