ptn Flashcards

(49 cards)

1
Q

How to install pip3 in Ubuntu?

A

sudo apt-get install python3-pip

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2
Q

How to install PyQt5 on Ubuntu?

A

sudo -H python3 -m pip install pyqt5

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3
Q

Python: if an instance method is called with three arguments, how will the method signature look?

A

Signature will have four arguments, with ‘self’ being the first argument.

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4
Q

Python: How are ‘class methods’ defined?

A

They are decorated with @classmethod.
First argument in their signature is ‘cls’ representing the class, NOT an instance/self.

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5
Q

Python: What are ‘static methods’?

A

These are decorated with @staticmethod. Arguments at the time of calling and method signature exactly match. No ‘self’ or ‘cls’ argument is implicitly passed.

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6
Q

Python: What is an ‘iterable’?

A

Iterable is a sequence data structure, like a list, tuple etc.

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7
Q

Python: Write generator for even numbers less then 20

A

(i for i in range(20) if i%2 == 0)

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8
Q

Python: Can a generator be used again, after it is made use of?

A

No, once you iterate over a generator, you must define it again, if you want to use it again.

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9
Q

Python: What are instance attributes and class attributes?

A

Instance attributes are different for each object, they are always accessed as self.attr_name inside the class definition. They are most common kind of attributes.

Class attributes are shared by all objects of a class. They are normally declared outside __init__ xtor, without self.
Inside methods, class attributes are referred with self.attr_name, just like instance attributes.

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10
Q

What is special about class ‘object’ in python?

A

Every class in python is derived from ‘object’ class.

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11
Q

Python: What happens when you assign an object to another variable?

A

New variable name is a new reference to original object.
Any change in original object will be visible through the new variable.

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12
Q

Python: How to add an item at the end of a list?

A

lst.append(“new item”)

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13
Q

Python: How to remove an item from an index of a list?

A

removed_item = lst.pop(index)
lst.pop() without an argument will remove last item.

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14
Q

Python: How is dir() used with modules?

A

After importing a module mode, dir(mod) gives all new symbols added by mod.

dir() without any arguments gives list of all global names known.

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15
Q

What is a python module?

A

It is a regular python code file. It can be imported in another file, that way making variables defined in the module file become available here.

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16
Q

What is a python package?

A

A python package is a directory containing multiple module files.

from pkg_dir import module_file_1

pkg/modules are addressed like directory structure.
pkg/sub_pkg/module_file
import pkg.sub_pkg.module_file

Package directory can contain an __init__.py file

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17
Q

Python: What happens when you append b in front of a string, like b’ABCD1234’

A

In Python3, without b, each character in the string maybe represented by 16 or 32 bits, but with b in front, each character in the string is represented like old fashioned 8 bit character.

We should use b in front of string if we have to send the string over a serial line.

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18
Q

Python: What module is used to do multithreading?

A

import threading

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19
Q

Python: How to find the length of a list?

A

len(list_name)

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20
Q

What is the diff between
pip install django and
pip –user install django

A

without –user, pip installs a package on a system wide global location. With –user pip installs the package somewhere in the user’s home directory.

Instead of using –user, a better way is to use virtual environment, & not use –user.

21
Q

Python: How to list all packages installed?

22
Q

Python: How to get info about an installed package?

A

pip show django

23
Q

Python: How to search PyPI.org repository for a package?

A

pip search pyqt

24
Q

Python: How to uninstall a package?

A

pip3 uninstall flask

25
Python: How to get a snapshot of all packages installed in a system.
pip freeze > requirements.txt These packages can be installed in another system with, pip install -r requirements.txt
26
Python: After importing a module, how to find its path in file system?
import mod mod.__file__
27
Python: How to find all variables (names) known?
dir() returns a list of strings.
28
Python: How to find all variables (names) provided by an imported module?
import mod dir(mod) returns a list of strings.
29
Python: How to find type of a variable?
type(var_name) print( type(var_name) )
30
Python: How do u define a complex number?
z = 3.14 + 2.71j -- or -- z = complex(3.14, 2.71) type(z) = < class 'complex' > complex(3) = 3 + 0j complex() = 0 + 0j
31
Python: Real & imaginary parts of a complex number z?
z.real z.imag
32
Python: Conjugate of a complex number z?
z.conjugate()
33
Python: Absolute value of a complex number z?
abs(z)
34
How to create a numpy array
Use numpy array() function. import numpy as np arr = np.array([13, 17, 19, 23])
35
What is the type of numpy array?
numpy.ndarray
36
How to find number of dimensions in a numpy array arr?
arr.ndim
37
How to access elements in a 2-dim numpy array?
arr[3, 7]
38
How to find all dimensions of a numpy array, arr?
arr.shape
39
numpy: how does numpy.random.randint() function work?
With two arguments: np.random.randint(low, high) # Returns a random number between low and high. With three arguments: np.random.randint(low, high, size=(4, 8)) Returns a 4x8 array of random nums
40
numpy: How does numpy.random.randn() function work?
np.random.randn(5) Returns an ndarray of 5 normally distributed nums. np.random.randn(4, 8) Returns a 2-D ndarray size (4, 8) Normal distribution: Mean 0, variance 1
41
How is a numpy ndarray stored in a file?
arr.tofile('abc.data') Type of data is inferred from type(arr[0]). This data type must be used while reading the file using numpy.fromfile() function. Read a numpy ndarray from a file np.fromfile('abc.data', np.int64) other types might be np.float64, np.complex128, np.complex64 etc.
42
numpy: how are min/max/mean/abs of a numpy.array([])
import numpy as np arr = np.array([101, 102, 103]) np.min(arr) np.max(arr) np.mean(arr) np.abs(arr) These functions can also be used with regular python lists.
43
numpy: How to convert each element of an ndarray from complex128 to complex64?
Let arr_1 is of complex128 type. arr_2 = arr_1.astype(np.complex64)
44
anaconda: Create a virtual env with name env39 and python version 3.9
conda create --name env39 python=3.9
45
anaconda: List all virtual environments
conda env list
46
anaconda: How to install a module?
google: "conda install flask". Use command from https://anaconda.org conda install -c anaconda flask
47
anaconda: How to remove a module?
conda remove pygame
48
numpy: How does arange() work?
new_arr = np.arange(start, stop, step) stop is excluded default value of step is 1 np.arange(5) array([0, 1, 2, 3, 4])
49
np: How to create an ndarray?
use an existing regular python list. lst_1 = [1, 3, 5, 7] nd_arr1 = np.array(lst_1) -- or -- arr = np.array([1, 2, 3, 4 , 5]) arange is useful when interval is given, it is NOT calculated from end-points and number of elems.