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3,000 | the single quote in howl' is fine because you've used double quotes to mark the beginning and end of the string multiline strings allow you to use newlines in strings without the \ escape character the expressions evaluate to the following' 'hello'hello'loworld the expressions evaluate to the following'hellotrue 'hello... |
3,001 | match either [ - -zor [ - - passing re or re ignorecase as the second argument to re compile(will make the matching case insensitive the character normally matches any character except the newline character if re dotall is passed as the second argument to re compile()then the dot will also match newline characters the ... |
3,002 | the folder is the current folderand is the parent folder :\bacon\eggs is the dir namewhile spam txt is the base name the string 'rfor read mode'wfor write modeand 'afor append mode an existing file opened in write mode is erased and completely overwritten the read(method returns the file' entire contents as single stri... |
3,003 | to be able to send logging messages to file named programlog txt with logging debug()you must have these two lines at the start of your programimport logging logging basicconfig(filename='programlog txt'level=logging debugformat=%(asctime) %(levelname) %(message) ' debuginfowarningerrorand critical logging disable(logg... |
3,004 | brings up the developer tools in chrome pressing ctrlshift- (on windows and linuxor option- (on os xbrings up the developer tools in firefox right-click the element in the page and select inspect element from the menu '#main highlight 'div div 'button[value="favorite"] spam gettext( linkelem attrs the selenium module i... |
3,005 | sheet column_dimensions[' 'hidden true freeze panes are rows and columns that will always appear on the screen they are useful for headers openpyxl chart reference()openpyxl chart series()openpyxl chart barchart()chartobj append(seriesobj)and add_chart( to access google sheetsyou need credentials filea token file for g... |
3,006 | boldedno matter what the style' bold setting is none will make the run object just use the style' bold setting call the docx document(function doc add_paragraph('hello there!' the integers and in excelspreadsheets can have values of data types other than stringscells can have different fontssizesor color settingscells ... |
3,007 | smtp and imaprespectively smtplib smtp()smtpobj ehlo()smptobj starttls()and smtpobj login(imapclient imapclient(and imapobj login( list of strings of imap keywordssuch as 'before ''from 'or 'seen assign the variable imaplib _maxline large integer valuesuch as the pyzmail module reads downloaded emails the credentials j... |
3,008 | pyautogui position(returns tuple with two integersfor the xand -coordinates of the mouse cursor the moveto(function moves the mouse to absolute coordinates on the screenwhile the move(function moves the mouse relative to the mouse' current position pyautogui dragto(and pyautogui drag(pyautogui typewrite('helloworld!'ei... |
3,009 | symbols (assignmentoperator +(augmented addition assignmentoperator /(augmented division assignmentoperator %(augmented modulus assignmentoperator *(augmented multiplication assignmentoperator -(augmented subtraction assignmentoperator (backslashescape character - line continuation character {(bracesin dictionaries gre... |
3,010 | assignment (=operator assignment statement asterisk attributes augmented assignment operators automatic form filler project - backing up folder project - back(method (selenium) backslash (\) - barchart(function (openpyxl) - basename(function (os path module) - basicconfig(function (logging module) beautiful soup see al... |
3,011 | comma-separated values (csvsee csv (comma-separated valuescomments multiline overview comparison operators - equal to (==) greater than (>) greater than or equal to (>=) less than (<) less than or equal to (<=) not equal to (!=) compile(function (re module) compressed files creating zip files extracting zip files - ove... |
3,012 | assertions - defined getting traceback as string - logging in mu - raising exceptions decimal numbers see floating-point numbers decode(method (imaplib module) decrypt(function (pypdf ) deduplicate deepcopy(function (copy module) def statement delete_messages(method (imaplib module) deleting files/folders permanently u... |
3,013 | extracttext(method (pypdf ) error logging level errors crashes and help forxxxiv escape characters - evaluatation excel spreadsheets application support charts in column width converting between column letters and numbers creating documents creating worksheets deleting worksheets font styles formulas in freezing panes ... |
3,014 | absolute vs relative paths backslash vs forward slash - compressed files creating directories current working directory opening files overview paths - plaintext vs binary files reading files renaming files - send trash module shelve module shutil module walking directory trees writing files filename file objects findal... |
3,015 | getpage(method (pypdf ) get_payload(method (pyzmail) getpixel(function (pillow) getrow(method (ezsheets) getrows(method (ezsheets) get_sheet_by_name(method (openpyxl) get_sheet_names(method (openpyxl) getsize(function (os path module) get_subject(method (pyzmail) getwindowsat(function (pyautogui) getwindowswithtitle(fu... |
3,016 | protocol(continuedfetching messages folders logging into server searching messages imapclient(function (imaplib module) imapclient module imaplib module decode(method delete_messages(method expunge(method fetch(method imapclient(function list_folders(method login(method logout(method search(method select_folder(method ... |
3,017 | "just text memodule project - keyboard hotkey combinations key names pressing and releasing sending string from keyboard keyboardinterrupt exception keydown(function (pyautogui) keysdictionary keys(dictionary method keyup(function (pyautogui) key-value pair keyword arguments launchd launching programs opening files wit... |
3,018 | loops lower(string method - lstrip(string method macos backslash vs forward slash - installing pythonxxxiiixxxiv installing third-party modules - launchd opening files with default applications open program pip tool on - running python programs starting idlexxxv starting muxxxv terminal window - magic ball example prog... |
3,019 | not binary operator not in operator now(function (datetime module) dirname(function exists(function isabs(function isdir(function isfile(function join(function split(function open(function webbrowser module open(method (pillow) openoffice open program openpyxl openpyxl module barchart(function - clear(method cm(method ... |
3,020 | drawing on images ellipses lines points polygons rectangles text - flipping images - module opening images pixel manipulation resizing images rgba color values - rotating images - transparent pixels pillow module copy(method crop(method draw(function ellipse(method getpixel(function line(method open(method paste(method... |
3,021 | emails - simple countdown program - super stopwatch - updatable multi-clipboard - updating spreadsheet - zigzag - putpixel(function (pillow) pyautogui failsafeexception exceptions functions - overview pyautogui module activate(function click(function countdown(function doubleclick(function drag(function dragto(function... |
3,022 | randint(function sample(function shuffle(function range(function raw strings read(method reader(method (csv module) reading data from spreadsheet project - readlines(method recent(function (ezgmail) rectangle(method (pillow) redditxxxviii reference(function (openpyxl) references refresh(method (selenium) regular expres... |
3,023 | screenshot(function (pyautogui) screenshots analyzing getting scroll(function (pyautogui) search(function (ezgmail) search(method imaplib module re module select_folder(method (imaplib module) selenium selenium module back(method clear(method click(method firefox(function refresh(method send_keys(method submit(method s... |
3,024 | lstrip(method multiline partition(method raw replication rjust(method - rstrip(method slicing split(method startswith(method strip(method upper(method str(function strip(string method strptime(function sub(method (re module) submit(method (selenium) subtraction operator (-) sudokuxxx summary(function (ezgmail) super st... |
3,025 | valueerror valuesdefined values(dictionary method variables assignment statements defined global initialization local naming overwriting references verbose moderegular expressions volumes \ character class \ character class wait(function (subprocess module) walk(function (os module) warning(function (logging module) wa... |
3,026 | oop in python python libraries requestspython requests module making get request making post requests pandaspython library pandas indexing dataframes pygame beautiful soupweb scraping with beautiful soup iii |
3,027 | oop in python introduction programming languages are emerging constantlyand so are different methodologies object-oriented programming is one such methodology that has become quite popular over past few years this talks about the features of python programming language that makes it an object-oriented programming langu... |
3,028 | what is object oriented programmingobject oriented means directed towards objects in other wordsit means functionally directed towards modelling objects this is one of the many techniques used for modelling complex systems by describing collection of interacting objects via their data and behavior pythonan object orien... |
3,029 | the table in the following image shows the major differences between pop and oop approach principles of object oriented programming object oriented programming (oopis based on the concept of objects rather than actionsand data rather than logic in order for programming language to be objectorientedit should have mechan... |
3,030 | let us understand each of the pillars of object-oriented programming in briefencapsulation this property hides unnecessary details and makes it easier to manage the program structure each object' implementation and state are hidden behind well-defined boundaries and that provides clean and simple interface for working ... |
3,031 | object-oriented python the heart of python programming is object and oophowever you need not restrict yourself to use the oop by organizing your code into classes oop adds to the whole design philosophy of python and encourages clean and pragmatic way to programming oop also enables in writing bigger and complex progra... |
3,032 | you can insert variable in it named ageas showndef employeid()print ("employee unique identity!"just variable age "employee age is **nowaccess that variable in the following wayimport employee employee employeid(print(employee agenowlet' compare this to dictionaryemployee['employeid'get employeid from employee employee... |
3,033 | noteclasses are preferred over modules because you can reuse them as they are and without much interference while with modulesyou have only one with the entire program objects are like mini-imports class is like mini-module and you can import in similar way as you do for classesusing the concept called instantiate note... |
3,034 | oop in python environment setup this will explain in detail about setting up the python environment on your local computer prerequisites and toolkits before you proceed with learning further on pythonwe suggest you to check whether the following prerequisites are metlatest version of python is installed on your compute... |
3,035 | step save the python installer exe file that you're downloading and once you have downloaded itopen it click on run and choose next option by default and finish the installation step after you have installedyou should now see the python menu as shown in the image below start the program by choosing idle (python guithis... |
3,036 | choosing an ide an integrated development environment is text editor geared towards software development you will have to install an ide to control the flow of your programming and to group projects together when working on python here are some of ides avaialable online you can choose one at your convenience pycharm id... |
3,037 | offers intelligent editing tools for python easy integration with virtualenvdocker and vagrant simple navigation and search features code analysis and refactoring configurable injections supports tons of python libraries contains templates and javascript debuggers includes python/django debuggers works with google app ... |
3,038 | screenshot why to choosepowerful ide with support for perlphppythonruby and many more cross-platform ide it includes basic features like integrated debugger supportauto completedocument object model(domviewercode browserinteractive shellsbreakpoint configurationcode profilingintegrated unit testing in shortit is profes... |
3,039 | screenshot choosing text editor you may not always need an ide for tasks such as learning to code with python or arduinoor when working on quick script in shell script to help you automate some tasks simple and light weight code-centric text editor will do also many text editors offer features such as syntax highlighti... |
3,040 | screenshot languages supported / ++ #csscoffeescripthtmljavascriptjavajsonjuliaobjective-cphpperlpythonruby on railsrubyshell scriptscalasqlxmlyaml and many more sublime text editor sublime text is proprietary software and it offers you free trial version to test it before you purchase it according to stackoverflow' de... |
3,041 | screenshot language supported pythonrubyjavascript etc why to choosecustomize key bindingsmenussnippetsmacroscompletions and more auto completion feature quickly insert text code with sublime text snippets using snippetsfield markers and place holders opens quickly cross platform support for maclinux and windows jump t... |
3,042 | screenshot key features syntax highlighting and syntax folding pcre (perl compatible regular expressionsearch/replace entirely customizable gui auto completion tabbed editing multi-view multi-language environment launchable with different arguments language supported almost every language ( languageslike pythoncc++ #ja... |
3,043 | oop in python data structures python data structures are very intuitive from syntax point of view and they offer large choice of operations you need to choose python data structure depending on what the data involvesif it needs to be modifiedor if it is fixed data and what access type is requiredsuch as at the beginnin... |
3,044 | print(mixed_list['this' 'is' ' ' 'mixed' 'list'accessing items in python list each item of list is assigned number that is the index or position of that number indexing always start from zerothe second index is one and so forth to access items in listwe can use these index numbers within square bracket observe the foll... |
3,045 | so from abovewe can see it' not possible to set any attributes on an object that was instantiated directly when python allows an object to have arbitrary attributesit takes certain amount of system memory to keep track of what attributes each object hasfor storing both the attribute name and its value even if no attrib... |
3,046 | defining tuple tuples are very similar to list except that the whole set of elements are enclosed in parentheses instead of square brackets just like when you slice listyou get new list and when you slice tupleyou get new tuple tupl ('tuple','is''an','immutable''list'tupl ('tuple''is''an''immutable''list'tupl[ 'tupletu... |
3,047 | valueerrortuple index( ) not in tuple "isin tupl true tupl count('is' from the code shown abovewe can understand that tuples are immutable and henceyou cannot add elements to tuple you cannot append or extend method you cannot remove elements from tuple tuples have no remove or pop method count and index are the method... |
3,048 | 'msftmy_dict[ 'itmy_dict['it'traceback (most recent call last)file ""line in my_dict['it'keyerror'itfrom the above code we can observe thatfirst we create dictionary with two elements and assign it to the variable my_dict each element is key-value pairand the whole set of elements is enclosed in curly braces the number... |
3,049 | dictionaries have no concept of order among elements they are simple unordered collections mixing data types in dictionary observe the following code to understand about mixing data types in dictionarymixing data types in dictionary my_dict { 'msft' 'software' 'microsoft technologies'my_dict[ 'operating systemmy_dict {... |
3,050 | from the above code we can observe thatdel lets you delete individual items from dictionary by key clear deletes all items from dictionary sets set(is an unordered collection with no duplicate elements though individual items are immutableset itself is mutablethat is we can add or remove elements/items from the set we ... |
3,051 | topics {' #'' ++''java''python'team {'developer''content writer''editor','tester'group topics union(teamgroup {'tester'' #''python''editor''developer'' ++''java''content writer'intersets(smethodreturns an intersection of two sets inters topics intersection(teaminters set(difference(smethodreturns set containing all the... |
3,052 | for in range( , )set add(ifor in range( , )set add(jset { set { #union of set and set set set set same as set union(set print('union of set set set 'set union of set set set { #intersection of set set set set set same as set intersection(set print('intersection of set and set set 'set intersection of set and set set { ... |
3,053 | print('set and set have nothing in common\ 'set and set have nothing in common removing all the values of set set clear(set set( |
3,054 | oop in python building blocks in this we will discuss object oriented terms and programming concepts in detail class is just factory for an instance this factory contains the blueprint which describes how to make the instances an instances or object are constructed from the class in most caseswe can have more than one ... |
3,055 | classes have methods and attributes in pythoncreating method defines class behavior the word method is the oop name given to function that is defined within class to sum upclass functions is synonym for methods class variables is synonym for name attributes class blueprint for an instance with exact behavior object one... |
3,056 | herewe have created an instance of myclass the hex code refers to the address where the object is being stored another instance is pointing to another address now let us define one variable inside the class myclass(and get the variable from the instance of that class as shown in the following codeclass myclass(object)v... |
3,057 | output you can observe the following output when you execute the code given above helloworld note that in the above programwe defined method with self as argument but we cannot call the method as we have not declared any argument to it class myclass(object)def firstm(self)print("helloworld"print(selfobj myclass(obj fir... |
3,058 | this data is stored in instance attributes and can be manipulated from anywhere outside the class to secure itthat data should only be accessed using instance methods direct access should not be permitted class myclass(object)def setage(selfnum)self age num def getage(self)return self age zack myclass(zack setage( prin... |
3,059 | print(zack getage()zack setage("fourty five"print(zack getage()init constructor the __init__ method is implicitly called as soon as an object of class is instantiated this will initialize the object myclass(the line of code shown above will create new instance and assigns this object to the local variable the instantia... |
3,060 | class attributes the attribute defined in the class is called "class attributesand the attributes defined in the function is called 'instance attributeswhile definingthese attributes are not prefixed by selfas these are the property of the class and not of particular instance the class attributes can be accessed by the... |
3,061 | we are overriding the 'classyclass attribute in the instance dd when it' overriddenthe python interpreter reads the overridden value but once the new value is deleted with 'del'the overridden value is no longer present in the instanceand hence the lookup goes level above and gets it from the class working with class an... |
3,062 | output val of obj count val of obj count val of obj count in shortclass attributes are same for all instances of class whereas instance attributes is particular for each instance for two different instanceswe will have two different instance attributes class myclassclass_attribute def class_method(self)self instance_at... |
3,063 | oop in python object oriented shortcuts this talks in detail about various built-in functions in pythonfile / operations and overloading concepts python built-in functions the python interpreter has number of functions called built-in functions that are readily available for use in its latest versionpython contains bui... |
3,064 | len(function internally works like list __len__(or tuple __len__(thusnote that len(works only on objects that has __len__(method set { set __len__( howeverin practicewe prefer len(instead of the __len__(function because of the following reasonsit is more efficient and it is not necessary that particular method is writt... |
3,065 | output you can observe the following output when you execute the code given abovelist customsequencex funkybackbackwards!enumerate the enumerate (method adds counter to an iterable and returns the enumerate object the syntax of enumerate (isenumerate(iterablestart= here the second argument start is optionaland by defau... |
3,066 | there are many other functions in the standard libraryand here is another list of some more widely used functionshasattrgetattrsetattr and delattrwhich allows attributes of an object to be manipulated by their string names all and anywhich accept an iterable object and return true if allor anyof the items evaluate to b... |
3,067 | once file is opened for readingwe can call the readreadlineor readlines method to get the contents of the file the read method returns the entire contents of the file as str or bytes objectdepending on whether the second argument is 'bfor readabilityand to avoid reading large file in one goit is often better to use for... |
3,068 | obj human(#call the methodelse part will be executed obj sayhello(#call the method with parameterif part will be executed obj sayhello('rahul'output hello hello rahul default arguments functions are objects too callable object is an object can accept some arguments and possibly will return an object function is the sim... |
3,069 | print(func __class__print("now 'll call the function passed in"func(another_func(my_funcanother_func(second_funcin the above codewe are able to pass two different functions as argument into our third functionand get different output for each onethe descriptiona silly function the namemy_func the classnow 'll call the f... |
3,070 | oop in python inheritance and polymorphism inheritance and polymorphism this is very important concept in python you must understand it better if you want to learn inheritance one of the major advantages of object oriented programming is re-use inheritance is one of the mechanisms to achieve the same inheritance allows... |
3,071 | output we first created class called date and pass the object as an argumenthere-object is built-in class provided by python later we created another class called time and called the date class as an argument through this call we get access to all the data and attributes of date class into the time class because of tha... |
3,072 | output in the above examplewe see the command attributes or methods we put in the parent class so that all subclasses or child classes will inherits that property from the parent class if subclass try to inherits methods or data from another subclass then it will through an error as we see when dog class try to call sw... |
3,073 | polymorphism ("many shapes"polymorphism is an important feature of class definition in python that is utilized when you have commonly named methods across classes or subclasses this permits functions to use entities of different types at different times soit provides flexibility and loose coupling so that code can be e... |
3,074 | python itself have classes that are polymorphic examplethe len(function can be used with multiple objects and all return the correct output based on the input parameter overriding in pythonwhen subclass contains method that overrides method of the superclassyou can also call the superclass method by calling super(subcl... |
3,075 | inheriting the constructor if we see from our previous inheritance example__init__ was located in the parent class in the up 'cause the child class dog or cat didn' 've __init__ method in it python used the inheritance attribute lookup to find __init__ in animal class when we created the child classfirst it will look t... |
3,076 | so the dog inherited from another class using super in this case allows us to keep things modular and easy to change and maintain so in this example we are able to combine general __init__ functionality with more specific functionality this gives us opportunity to separate common functionality from the specific functio... |
3,077 | parent class and lastly from the grandparent class now the question arises in what order the classes will be searched breath-first or depth-first by defaultpython goes with the depth-first that' is why in the below diagram the python searches the dothis(method first in class so the method resolution order in the below ... |
3,078 | let' go through an example to understand the "mrofeature of an python output |
3,079 | example let' take another example of "diamond shapemultiple inheritance above diagram will be considered ambiguous from our previous example understanding "method resolution orderi mro will be -> -> -> -> but it' not on getting the second from the cpython will ignore the previous so the mro will be in this case will be... |
3,080 | let' create an example based on above diagramoutput simple rule to understand the above output isif the same class appear in the method resolution orderthe earlier appearances of this class will be remove from the method resolution order in conclusionany class can inherit from multiple classes python normally uses "dep... |
3,081 | though methods works in exactly the same way as function except one point where method first argument is instance object we can classify methods based on how they behavelike simple methoddefined outside of class this function can access class attributes by feeding instance argumentdef outside_func(()instance methoddef ... |
3,082 | they have the access to this cls argumentit can' modify object instance state that would require access to self it is bound to the class and not the object of the class class methods can still modify class state that applies across all instances of the class static method static method takes neither self nor cls(classp... |
3,083 | oop in python -python design pattern overview modern software development needs to address complex business requirements it also needs to take into account factors such as future extensibility and maintainability good design of software system is vital to accomplish these goals design patterns play an important role in... |
3,084 | structural patterns sometimes instead of starting from scratchyou need to build larger structures by using an existing set of classes that' where structural class patterns use inheritance to build new structure structural object patterns use compositionaggregation to obtain new functionality adapterbridgecompositedecor... |
3,085 | cls _logger super(loggercls__new__(cls*args**kwargsreturn cls _logger in this examplelogger is singleton when __new__ is calledit normally constructs new instance of that class when we override itwe first check if our singleton instance has been created or not if notwe create it using super call thuswhenever we call th... |
3,086 | oop in python advanced features in this we will look into some of the advanced features which python provide core syntax in our class design in this we will look ontohow python allows us to take advantage of operators in our classes python is largely objects and methods call on objects and this even goes on even when i... |
3,087 | new_list for xy in zip(self mylistother mylist)return sumlist(new_listdef __repr__(self)return str(self mylistaa sumlist([ , ]bb sumlist([ ]cc aa bb aa __add__(bbprint(ccshould gives us list ([ ]output [ but there are many methods which are internally managed by others magic methods below are some of them'abcin var var... |
3,088 | class mydict(dict)def __setitem__(selfkeyval)print('setting key and value!'dict __setitem__(selfkeyvaldd mydict(dd[' ' dd[' ' for key in dd keys()print('{ }={ }format(keydd[key])outputsetting key and valuesetting key and valuea= = let' extend our previous examplebelow we have called two magic methods called __getitem__... |
3,089 | list __setitem__(selfindexvaluex mylist([' '' '' ']__init__(inherited from builtin list print(x__repr__(inherited from builtin list append('hello')append(inherited from builtin list print( [ ]' (mylist __getitem__ cutomizes list superclass method index is but reflects print ( [ ]'hello(index is but reflects output [' '... |
3,090 | module names all_lower_case class names and exception namescamelcase global and local namesall_lower_case functions and method namesall_lower_case constantsall_upper_case these are just the recommendationyou can vary if you like but as most of the developers follows these recommendation so might me your code is less re... |
3,091 | oop in python files and strings def __init__(selfvalue)self _attrval value _attrval is for internal use only getset instance_count + @property def var(self)print('getting the "varattribute'return self _attrval @var setter def var(selfvalue)print('setting the "varattribute'self _attrval value @var deleter def var(self)p... |
3,092 | strings strings are the most popular data types used in every programming language whybecause weunderstand text better than numbersso in writing and talking we use text and wordssimilarly in programming too we use strings in string we parse textanalyse text semanticsand do data mining and all this data is human consume... |
3,093 | enumerate(returns an enumerate object isprintable(checks printable character let' try to run couple of string methodsstr 'hello world!str startswith(' 'false str startswith(' 'true str endswith(' 'false str endswith(' !'true str find(' ' #above returns the index of the first occurence of the character/substring str fin... |
3,094 | string formatting in python formatting of strings has changednow it more logical and is more flexible formatting can be done using the format(method or the sign(old stylein format string the string can contain literal text or replacement fields delimited by braces {and each replacement field may contains either the num... |
3,095 | '{:*^ }format('python''***python***'{ }format('python object oriented programming''python object #abovetruncated characters from the left side of specified string '{{}}format('python object oriented', 'python object #named placeholders data {'name':'raghu''place':'bangalore''{name{place}format(**data'raghu bangalore#da... |
3,096 | using encode(to encode the string encoded version of is stored in using ascii mapping encode('ascii'check if is converted to bytes or not if( == )print('encoding successful!'elseprint('encoding unsuccessful!'encoding successfulconverting bytes to text converting bytes to text is called the decoding this is implemented ... |
3,097 | #check if is converted to string or not if ( = )print('decoding successful!'elseprint('decoding unsuccessful!'decoding successfulfile / operating systems represents files as sequence of bytesnot text file is named location on disk to store related information it is used to permanently store data in your disk in pythona... |
3,098 | oop in python exception and exception classes in generalan exception is any unusual condition exception usually indicates errors but sometimes they intentionally puts in the programin cases like terminating procedure early or recovering from resource shortage there are number of built-in exceptionswhich indicate condit... |
3,099 | mydict {mydict[' 'traceback (most recent call last)file ""line in mydict[' 'keyerror' #above keyerror #below asking for index that didn' exist in list mylist [ , , , mylist[ traceback (most recent call last)file ""line in mylist[ indexerrorlist index out of range #aboveindex out of rangeraised indexerror catching/trapp... |
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