From b838f1042c6d67110965da2a45ffaa69b0c4bfc4 Mon Sep 17 00:00:00 2001
From: Christian Clauss <cclauss@me.com>
Date: Sat, 16 Nov 2019 08:05:00 +0100
Subject: [PATCH] Fix indentation contains tabs (flake8 E101,W191) (#1573)

---
 .travis.yml                                   |   2 +-
 backtracking/all_combinations.py              |   6 +-
 backtracking/all_permutations.py              |  18 +-
 backtracking/all_subsequences.py              |  18 +-
 backtracking/sum_of_subsets.py                |  20 +--
 boolean_algebra/quine_mc_cluskey.py           |  54 +++---
 ciphers/xor_cipher.py                         | 104 ++++++------
 compression/peak_signal_to_noise_ratio.py     |   2 +-
 .../stacks/infix_to_prefix_conversion.py      |   2 +-
 data_structures/stacks/postfix_evaluation.py  |   2 +-
 dynamic_programming/rod_cutting.py            | 156 +++++++++---------
 other/magicdiamondpattern.py                  |  18 +-
 other/nested_brackets.py                      |   6 +-
 project_euler/problem_27/problem_27_sol1.py   |  22 +--
 searches/interpolation_search.py              |   4 +-
 15 files changed, 217 insertions(+), 217 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index 0c7c9fd0e..6884d9add 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -5,7 +5,7 @@ before_install: pip install --upgrade pip setuptools
 install: pip install -r requirements.txt
 before_script:
   - black --check . || true
-  - flake8 . --count --select=E9,F4,F63,F7,F82 --show-source --statistics
+  - flake8 . --count --select=E101,E9,F4,F63,F7,F82,W191 --show-source --statistics
 script:
   - scripts/validate_filenames.py  # no uppercase, no spaces, in a directory
   - mypy --ignore-missing-imports .
diff --git a/backtracking/all_combinations.py b/backtracking/all_combinations.py
index 23fe378f5..60e9579f2 100644
--- a/backtracking/all_combinations.py
+++ b/backtracking/all_combinations.py
@@ -1,9 +1,9 @@
 # -*- coding: utf-8 -*-
 
 """
-	In this problem, we want to determine all possible combinations of k
-	numbers out of 1 ... n. We use backtracking to solve this problem.
-	Time complexity: O(C(n,k)) which is O(n choose k) = O((n!/(k! * (n - k)!)))
+        In this problem, we want to determine all possible combinations of k
+        numbers out of 1 ... n. We use backtracking to solve this problem.
+        Time complexity: O(C(n,k)) which is O(n choose k) = O((n!/(k! * (n - k)!)))
 """
 
 
diff --git a/backtracking/all_permutations.py b/backtracking/all_permutations.py
index b0955bf53..d14443603 100644
--- a/backtracking/all_permutations.py
+++ b/backtracking/all_permutations.py
@@ -1,9 +1,9 @@
 """
-	In this problem, we want to determine all possible permutations
-	of the given sequence. We use backtracking to solve this problem.
+        In this problem, we want to determine all possible permutations
+        of the given sequence. We use backtracking to solve this problem.
 
-	Time complexity: O(n! * n),
-	where n denotes the length of the given sequence.
+        Time complexity: O(n! * n),
+        where n denotes the length of the given sequence.
 """
 
 
@@ -13,10 +13,10 @@ def generate_all_permutations(sequence):
 
 def create_state_space_tree(sequence, current_sequence, index, index_used):
     """
-	Creates a state space tree to iterate through each branch using DFS.
-	We know that each state has exactly len(sequence) - index children.
-	It terminates when it reaches the end of the given sequence.
-	"""
+        Creates a state space tree to iterate through each branch using DFS.
+        We know that each state has exactly len(sequence) - index children.
+        It terminates when it reaches the end of the given sequence.
+        """
 
     if index == len(sequence):
         print(current_sequence)
@@ -32,7 +32,7 @@ def create_state_space_tree(sequence, current_sequence, index, index_used):
 
 
 """
-remove the comment to take an input from the user 
+remove the comment to take an input from the user
 
 print("Enter the elements")
 sequence = list(map(int, input().split()))
diff --git a/backtracking/all_subsequences.py b/backtracking/all_subsequences.py
index 4a22c05d2..828338699 100644
--- a/backtracking/all_subsequences.py
+++ b/backtracking/all_subsequences.py
@@ -1,9 +1,9 @@
 """
-	In this problem, we want to determine all possible subsequences
-	of the given sequence. We use backtracking to solve this problem.
+        In this problem, we want to determine all possible subsequences
+        of the given sequence. We use backtracking to solve this problem.
 
-	Time complexity: O(2^n),
-	where n denotes the length of the given sequence.
+        Time complexity: O(2^n),
+        where n denotes the length of the given sequence.
 """
 
 
@@ -13,10 +13,10 @@ def generate_all_subsequences(sequence):
 
 def create_state_space_tree(sequence, current_subsequence, index):
     """
-	Creates a state space tree to iterate through each branch using DFS.
-	We know that each state has exactly two children.
-	It terminates when it reaches the end of the given sequence.
-	"""
+        Creates a state space tree to iterate through each branch using DFS.
+        We know that each state has exactly two children.
+        It terminates when it reaches the end of the given sequence.
+        """
 
     if index == len(sequence):
         print(current_subsequence)
@@ -29,7 +29,7 @@ def create_state_space_tree(sequence, current_subsequence, index):
 
 
 """
-remove the comment to take an input from the user 
+remove the comment to take an input from the user
 
 print("Enter the elements")
 sequence = list(map(int, input().split()))
diff --git a/backtracking/sum_of_subsets.py b/backtracking/sum_of_subsets.py
index d96552d39..e765a1b69 100644
--- a/backtracking/sum_of_subsets.py
+++ b/backtracking/sum_of_subsets.py
@@ -1,9 +1,9 @@
 """
-	The sum-of-subsetsproblem states that a set of non-negative integers, and a value M, 
-	determine all possible subsets of the given set whose summation sum equal to given M.
+        The sum-of-subsetsproblem states that a set of non-negative integers, and a value M,
+        determine all possible subsets of the given set whose summation sum equal to given M.
 
-	Summation of the chosen numbers must be equal to given number M and one number can 
-	be used only once.
+        Summation of the chosen numbers must be equal to given number M and one number can
+        be used only once.
 """
 
 
@@ -18,12 +18,12 @@ def generate_sum_of_subsets_soln(nums, max_sum):
 
 def create_state_space_tree(nums, max_sum, num_index, path, result, remaining_nums_sum):
     """
-	Creates a state space tree to iterate through each branch using DFS.
-	It terminates the branching of a node when any of the two conditions 
-	given below satisfy.
-	This algorithm follows depth-fist-search and backtracks when the node is not branchable.
+        Creates a state space tree to iterate through each branch using DFS.
+        It terminates the branching of a node when any of the two conditions
+        given below satisfy.
+        This algorithm follows depth-fist-search and backtracks when the node is not branchable.
 
-	"""
+        """
     if sum(path) > max_sum or (remaining_nums_sum + sum(path)) < max_sum:
         return
     if sum(path) == max_sum:
@@ -41,7 +41,7 @@ def create_state_space_tree(nums, max_sum, num_index, path, result, remaining_nu
 
 
 """
-remove the comment to take an input from the user 
+remove the comment to take an input from the user
 
 print("Enter the elements")
 nums = list(map(int, input().split()))
diff --git a/boolean_algebra/quine_mc_cluskey.py b/boolean_algebra/quine_mc_cluskey.py
index 7762d712a..a066982e5 100644
--- a/boolean_algebra/quine_mc_cluskey.py
+++ b/boolean_algebra/quine_mc_cluskey.py
@@ -1,11 +1,11 @@
 def compare_string(string1, string2):
     """
-	>>> compare_string('0010','0110')
-	'0_10'
-	
-	>>> compare_string('0110','1101')
-	-1
-	"""
+        >>> compare_string('0010','0110')
+        '0_10'
+
+        >>> compare_string('0110','1101')
+        -1
+        """
     l1 = list(string1)
     l2 = list(string2)
     count = 0
@@ -21,9 +21,9 @@ def compare_string(string1, string2):
 
 def check(binary):
     """
-	>>> check(['0.00.01.5'])
-	['0.00.01.5']
-	"""
+        >>> check(['0.00.01.5'])
+        ['0.00.01.5']
+        """
     pi = []
     while 1:
         check1 = ["$"] * len(binary)
@@ -45,9 +45,9 @@ def check(binary):
 
 def decimal_to_binary(no_of_variable, minterms):
     """
-	>>> decimal_to_binary(3,[1.5])
-	['0.00.01.5']
-	"""
+        >>> decimal_to_binary(3,[1.5])
+        ['0.00.01.5']
+        """
     temp = []
     s = ""
     for m in minterms:
@@ -61,12 +61,12 @@ def decimal_to_binary(no_of_variable, minterms):
 
 def is_for_table(string1, string2, count):
     """
-	>>> is_for_table('__1','011',2)
-	True
-	
-	>>> is_for_table('01_','001',1)
-	False
-	"""
+        >>> is_for_table('__1','011',2)
+        True
+
+        >>> is_for_table('01_','001',1)
+        False
+        """
     l1 = list(string1)
     l2 = list(string2)
     count_n = 0
@@ -81,12 +81,12 @@ def is_for_table(string1, string2, count):
 
 def selection(chart, prime_implicants):
     """
-	>>> selection([[1]],['0.00.01.5'])
-	['0.00.01.5']
-	
-	>>> selection([[1]],['0.00.01.5'])
-	['0.00.01.5']
-	"""
+        >>> selection([[1]],['0.00.01.5'])
+        ['0.00.01.5']
+
+        >>> selection([[1]],['0.00.01.5'])
+        ['0.00.01.5']
+        """
     temp = []
     select = [0] * len(chart)
     for i in range(len(chart[0])):
@@ -128,9 +128,9 @@ def selection(chart, prime_implicants):
 
 def prime_implicant_chart(prime_implicants, binary):
     """
-	>>> prime_implicant_chart(['0.00.01.5'],['0.00.01.5'])
-	[[1]]
-	"""
+        >>> prime_implicant_chart(['0.00.01.5'],['0.00.01.5'])
+        [[1]]
+        """
     chart = [[0 for x in range(len(binary))] for x in range(len(prime_implicants))]
     for i in range(len(prime_implicants)):
         count = prime_implicants[i].count("_")
diff --git a/ciphers/xor_cipher.py b/ciphers/xor_cipher.py
index 7d8dbe41f..17e45413a 100644
--- a/ciphers/xor_cipher.py
+++ b/ciphers/xor_cipher.py
@@ -1,40 +1,40 @@
 """
-	author: Christian Bender
-	date: 21.12.2017
-	class: XORCipher
+        author: Christian Bender
+        date: 21.12.2017
+        class: XORCipher
 
-	This class implements the XOR-cipher algorithm and provides
-	some useful methods for encrypting and decrypting strings and
-	files.
+        This class implements the XOR-cipher algorithm and provides
+        some useful methods for encrypting and decrypting strings and
+        files.
 
-	Overview about methods
+        Overview about methods
 
-	- encrypt : list of char
-	- decrypt : list of char
-	- encrypt_string : str
-	- decrypt_string : str
-	- encrypt_file : boolean
-	- decrypt_file : boolean
+        - encrypt : list of char
+        - decrypt : list of char
+        - encrypt_string : str
+        - decrypt_string : str
+        - encrypt_file : boolean
+        - decrypt_file : boolean
 """
 
 
 class XORCipher(object):
     def __init__(self, key=0):
         """
-			simple constructor that receives a key or uses
-			default key = 0
-		"""
+                        simple constructor that receives a key or uses
+                        default key = 0
+                """
 
         # private field
         self.__key = key
 
     def encrypt(self, content, key):
         """
-			input: 'content' of type string and 'key' of type int
-			output: encrypted string 'content' as a list of chars
-			if key not passed the method uses the key by the constructor.
-			otherwise key = 1
-		"""
+                        input: 'content' of type string and 'key' of type int
+                        output: encrypted string 'content' as a list of chars
+                        if key not passed the method uses the key by the constructor.
+                        otherwise key = 1
+                """
 
         # precondition
         assert isinstance(key, int) and isinstance(content, str)
@@ -55,11 +55,11 @@ class XORCipher(object):
 
     def decrypt(self, content, key):
         """
-			input: 'content' of type list and 'key' of type int
-			output: decrypted string 'content' as a list of chars
-			if key not passed the method uses the key by the constructor.
-			otherwise key = 1
-		"""
+                        input: 'content' of type list and 'key' of type int
+                        output: decrypted string 'content' as a list of chars
+                        if key not passed the method uses the key by the constructor.
+                        otherwise key = 1
+                """
 
         # precondition
         assert isinstance(key, int) and isinstance(content, list)
@@ -80,11 +80,11 @@ class XORCipher(object):
 
     def encrypt_string(self, content, key=0):
         """
-			input: 'content' of type string and 'key' of type int
-			output: encrypted string 'content'
-			if key not passed the method uses the key by the constructor.
-			otherwise key = 1
-		"""
+                        input: 'content' of type string and 'key' of type int
+                        output: encrypted string 'content'
+                        if key not passed the method uses the key by the constructor.
+                        otherwise key = 1
+                """
 
         # precondition
         assert isinstance(key, int) and isinstance(content, str)
@@ -105,11 +105,11 @@ class XORCipher(object):
 
     def decrypt_string(self, content, key=0):
         """
-			input: 'content' of type string and 'key' of type int
-			output: decrypted string 'content'
-			if key not passed the method uses the key by the constructor.
-			otherwise key = 1
-		"""
+                        input: 'content' of type string and 'key' of type int
+                        output: decrypted string 'content'
+                        if key not passed the method uses the key by the constructor.
+                        otherwise key = 1
+                """
 
         # precondition
         assert isinstance(key, int) and isinstance(content, str)
@@ -130,12 +130,12 @@ class XORCipher(object):
 
     def encrypt_file(self, file, key=0):
         """
-			input: filename (str) and a key (int)
-			output: returns true if encrypt process was
-			successful otherwise false
-			if key not passed the method uses the key by the constructor.
-			otherwise key = 1
-		"""
+                        input: filename (str) and a key (int)
+                        output: returns true if encrypt process was
+                        successful otherwise false
+                        if key not passed the method uses the key by the constructor.
+                        otherwise key = 1
+                """
 
         # precondition
         assert isinstance(file, str) and isinstance(key, int)
@@ -155,12 +155,12 @@ class XORCipher(object):
 
     def decrypt_file(self, file, key):
         """
-			input: filename (str) and a key (int)
-			output: returns true if decrypt process was
-			successful otherwise false
-			if key not passed the method uses the key by the constructor.
-			otherwise key = 1
-		"""
+                        input: filename (str) and a key (int)
+                        output: returns true if decrypt process was
+                        successful otherwise false
+                        if key not passed the method uses the key by the constructor.
+                        otherwise key = 1
+                """
 
         # precondition
         assert isinstance(file, str) and isinstance(key, int)
@@ -195,11 +195,11 @@ class XORCipher(object):
 # print(crypt.decrypt_string(crypt.encrypt_string("hallo welt",key),key))
 
 # if (crypt.encrypt_file("test.txt",key)):
-# 	print("encrypt successful")
+#       print("encrypt successful")
 # else:
-# 	print("encrypt unsuccessful")
+#       print("encrypt unsuccessful")
 
 # if (crypt.decrypt_file("encrypt.out",key)):
-# 	print("decrypt successful")
+#       print("decrypt successful")
 # else:
-# 	print("decrypt unsuccessful")
+#       print("decrypt unsuccessful")
diff --git a/compression/peak_signal_to_noise_ratio.py b/compression/peak_signal_to_noise_ratio.py
index 418832a81..5853aace8 100644
--- a/compression/peak_signal_to_noise_ratio.py
+++ b/compression/peak_signal_to_noise_ratio.py
@@ -1,5 +1,5 @@
 """
-	Peak signal-to-noise ratio - PSNR - https://en.wikipedia.org/wiki/Peak_signal-to-noise_ratio
+        Peak signal-to-noise ratio - PSNR - https://en.wikipedia.org/wiki/Peak_signal-to-noise_ratio
     Soruce: https://tutorials.techonical.com/how-to-calculate-psnr-value-of-two-images-using-python/
 """
 
diff --git a/data_structures/stacks/infix_to_prefix_conversion.py b/data_structures/stacks/infix_to_prefix_conversion.py
index 4f0e1ab8a..5aa41a119 100644
--- a/data_structures/stacks/infix_to_prefix_conversion.py
+++ b/data_structures/stacks/infix_to_prefix_conversion.py
@@ -11,7 +11,7 @@ Enter an Infix Equation = a + b ^c
    a     | +       | cb^a
          |         | cb^a+
 
-	 a+b^c (Infix) ->  +a^bc (Prefix)
+         a+b^c (Infix) ->  +a^bc (Prefix)
 """
 
 
diff --git a/data_structures/stacks/postfix_evaluation.py b/data_structures/stacks/postfix_evaluation.py
index 0f3d5c76d..22836cdcf 100644
--- a/data_structures/stacks/postfix_evaluation.py
+++ b/data_structures/stacks/postfix_evaluation.py
@@ -14,7 +14,7 @@ Enter a Postfix Equation (space separated) = 5 6 9 * +
          | pop(5)       |
        + | push(5+54)   | 59
 
-	Result =  59
+        Result =  59
 """
 
 import operator as op
diff --git a/dynamic_programming/rod_cutting.py b/dynamic_programming/rod_cutting.py
index 3a1d55320..26af71915 100644
--- a/dynamic_programming/rod_cutting.py
+++ b/dynamic_programming/rod_cutting.py
@@ -13,28 +13,28 @@ pieces separately or not cutting it at all if the price of it is the maximum obt
 
 def naive_cut_rod_recursive(n: int, prices: list):
     """
-	Solves the rod-cutting problem via naively without using the benefit of dynamic programming.
-	The results is the same sub-problems are solved several times leading to an exponential runtime
+        Solves the rod-cutting problem via naively without using the benefit of dynamic programming.
+        The results is the same sub-problems are solved several times leading to an exponential runtime
 
-	Runtime: O(2^n)
+        Runtime: O(2^n)
 
-	Arguments
-	-------
-	n: int, the length of the rod
-	prices: list, the prices for each piece of rod. ``p[i-i]`` is the
-	price for a rod of length ``i``
+        Arguments
+        -------
+        n: int, the length of the rod
+        prices: list, the prices for each piece of rod. ``p[i-i]`` is the
+        price for a rod of length ``i``
 
-	Returns
-	-------
-	The maximum revenue obtainable for a rod of length n given the list of prices for each piece.
+        Returns
+        -------
+        The maximum revenue obtainable for a rod of length n given the list of prices for each piece.
 
-	Examples
-	--------
-	>>> naive_cut_rod_recursive(4, [1, 5, 8, 9])
-	10
-	>>> naive_cut_rod_recursive(10, [1, 5, 8, 9, 10, 17, 17, 20, 24, 30])
-	30
-	"""
+        Examples
+        --------
+        >>> naive_cut_rod_recursive(4, [1, 5, 8, 9])
+        10
+        >>> naive_cut_rod_recursive(10, [1, 5, 8, 9, 10, 17, 17, 20, 24, 30])
+        30
+        """
 
     _enforce_args(n, prices)
     if n == 0:
@@ -50,33 +50,33 @@ def naive_cut_rod_recursive(n: int, prices: list):
 
 def top_down_cut_rod(n: int, prices: list):
     """
-	Constructs a top-down dynamic programming solution for the rod-cutting problem
-	via memoization. This function serves as a wrapper for _top_down_cut_rod_recursive
+        Constructs a top-down dynamic programming solution for the rod-cutting problem
+        via memoization. This function serves as a wrapper for _top_down_cut_rod_recursive
 
-	Runtime: O(n^2)
+        Runtime: O(n^2)
 
-	Arguments
-	--------
-	n: int, the length of the rod
-	prices: list, the prices for each piece of rod. ``p[i-i]`` is the
-	price for a rod of length ``i``
+        Arguments
+        --------
+        n: int, the length of the rod
+        prices: list, the prices for each piece of rod. ``p[i-i]`` is the
+        price for a rod of length ``i``
 
-	Note
-	----
-	For convenience and because Python's lists using 0-indexing, length(max_rev) = n + 1,
-	to accommodate for the revenue obtainable from a rod of length 0.
+        Note
+        ----
+        For convenience and because Python's lists using 0-indexing, length(max_rev) = n + 1,
+        to accommodate for the revenue obtainable from a rod of length 0.
 
-	Returns
-	-------
-	The maximum revenue obtainable for a rod of length n given the list of prices for each piece.
+        Returns
+        -------
+        The maximum revenue obtainable for a rod of length n given the list of prices for each piece.
 
-	Examples
-	-------
-	>>> top_down_cut_rod(4, [1, 5, 8, 9])
-	10
-	>>> top_down_cut_rod(10, [1, 5, 8, 9, 10, 17, 17, 20, 24, 30])
-	30
-	"""
+        Examples
+        -------
+        >>> top_down_cut_rod(4, [1, 5, 8, 9])
+        10
+        >>> top_down_cut_rod(10, [1, 5, 8, 9, 10, 17, 17, 20, 24, 30])
+        30
+        """
     _enforce_args(n, prices)
     max_rev = [float("-inf") for _ in range(n + 1)]
     return _top_down_cut_rod_recursive(n, prices, max_rev)
@@ -84,23 +84,23 @@ def top_down_cut_rod(n: int, prices: list):
 
 def _top_down_cut_rod_recursive(n: int, prices: list, max_rev: list):
     """
-	Constructs a top-down dynamic programming solution for the rod-cutting problem
-	via memoization.
+        Constructs a top-down dynamic programming solution for the rod-cutting problem
+        via memoization.
 
-	Runtime: O(n^2)
+        Runtime: O(n^2)
 
-	Arguments
-	--------
-	n: int, the length of the rod
-	prices: list, the prices for each piece of rod. ``p[i-i]`` is the
-	price for a rod of length ``i``
-	max_rev: list, the computed maximum revenue for a piece of rod.
-	``max_rev[i]`` is the maximum revenue obtainable for a rod of length ``i``
+        Arguments
+        --------
+        n: int, the length of the rod
+        prices: list, the prices for each piece of rod. ``p[i-i]`` is the
+        price for a rod of length ``i``
+        max_rev: list, the computed maximum revenue for a piece of rod.
+        ``max_rev[i]`` is the maximum revenue obtainable for a rod of length ``i``
 
-	Returns
-	-------
-	The maximum revenue obtainable for a rod of length n given the list of prices for each piece.
-	"""
+        Returns
+        -------
+        The maximum revenue obtainable for a rod of length n given the list of prices for each piece.
+        """
     if max_rev[n] >= 0:
         return max_rev[n]
     elif n == 0:
@@ -120,28 +120,28 @@ def _top_down_cut_rod_recursive(n: int, prices: list, max_rev: list):
 
 def bottom_up_cut_rod(n: int, prices: list):
     """
-	Constructs a bottom-up dynamic programming solution for the rod-cutting problem
+        Constructs a bottom-up dynamic programming solution for the rod-cutting problem
 
-	Runtime: O(n^2)
+        Runtime: O(n^2)
 
-	Arguments
-	----------
-	n: int, the maximum length of the rod.
-	prices: list, the prices for each piece of rod. ``p[i-i]`` is the
-	price for a rod of length ``i``
+        Arguments
+        ----------
+        n: int, the maximum length of the rod.
+        prices: list, the prices for each piece of rod. ``p[i-i]`` is the
+        price for a rod of length ``i``
 
-	Returns
-	-------
-	The maximum revenue obtainable from cutting a rod of length n given
-	the prices for each piece of rod p.
+        Returns
+        -------
+        The maximum revenue obtainable from cutting a rod of length n given
+        the prices for each piece of rod p.
 
-	Examples
-	-------
-	>>> bottom_up_cut_rod(4, [1, 5, 8, 9])
-	10
-	>>> bottom_up_cut_rod(10, [1, 5, 8, 9, 10, 17, 17, 20, 24, 30])
-	30
-	"""
+        Examples
+        -------
+        >>> bottom_up_cut_rod(4, [1, 5, 8, 9])
+        10
+        >>> bottom_up_cut_rod(10, [1, 5, 8, 9, 10, 17, 17, 20, 24, 30])
+        30
+        """
     _enforce_args(n, prices)
 
     # length(max_rev) = n + 1, to accommodate for the revenue obtainable from a rod of length 0.
@@ -160,15 +160,15 @@ def bottom_up_cut_rod(n: int, prices: list):
 
 def _enforce_args(n: int, prices: list):
     """
-	Basic checks on the arguments to the rod-cutting algorithms
+        Basic checks on the arguments to the rod-cutting algorithms
 
-	n: int, the length of the rod
-	prices: list, the price list for each piece of rod.
+        n: int, the length of the rod
+        prices: list, the price list for each piece of rod.
 
-	Throws ValueError:
+        Throws ValueError:
 
-	if n is negative or there are fewer items in the price list than the length of the rod
-	"""
+        if n is negative or there are fewer items in the price list than the length of the rod
+        """
     if n < 0:
         raise ValueError(f"n must be greater than or equal to 0. Got n = {n}")
 
diff --git a/other/magicdiamondpattern.py b/other/magicdiamondpattern.py
index 9b434a7b6..6de5046c9 100644
--- a/other/magicdiamondpattern.py
+++ b/other/magicdiamondpattern.py
@@ -3,9 +3,9 @@
 # Function to print upper half of diamond (pyramid)
 def floyd(n):
     """
-	Parameters: 
-    n : size of pattern 
-	"""
+        Parameters:
+    n : size of pattern
+        """
     for i in range(0, n):
         for j in range(0, n - i - 1):  # printing spaces
             print(" ", end="")
@@ -17,9 +17,9 @@ def floyd(n):
 # Function to print lower half of diamond (pyramid)
 def reverse_floyd(n):
     """
-	Parameters: 
-    n : size of pattern 
-	"""
+        Parameters:
+    n : size of pattern
+        """
     for i in range(n, 0, -1):
         for j in range(i, 0, -1):  # printing stars
             print("* ", end="")
@@ -31,9 +31,9 @@ def reverse_floyd(n):
 # Function to print complete diamond pattern of "*"
 def pretty_print(n):
     """
-	Parameters: 
-    n : size of pattern 
-	"""
+        Parameters:
+    n : size of pattern
+        """
     if n <= 0:
         print("       ...       ....        nothing printing :(")
         return
diff --git a/other/nested_brackets.py b/other/nested_brackets.py
index 011e94b92..c712bc21b 100644
--- a/other/nested_brackets.py
+++ b/other/nested_brackets.py
@@ -3,9 +3,9 @@ The nested brackets problem is a problem that determines if a sequence of
 brackets are properly nested.  A sequence of brackets s is considered properly nested
 if any of the following conditions are true:
 
-	- s is empty
-	- s has the form (U) or [U] or {U} where U is a properly nested string
-	- s has the form VW where V and W are properly nested strings
+        - s is empty
+        - s has the form (U) or [U] or {U} where U is a properly nested string
+        - s has the form VW where V and W are properly nested strings
 
 For example, the string "()()[()]" is properly nested but "[(()]" is not.
 
diff --git a/project_euler/problem_27/problem_27_sol1.py b/project_euler/problem_27/problem_27_sol1.py
index dbd07f81b..84b007a0b 100644
--- a/project_euler/problem_27/problem_27_sol1.py
+++ b/project_euler/problem_27/problem_27_sol1.py
@@ -39,17 +39,17 @@ def is_prime(k: int) -> bool:
 
 def solution(a_limit: int, b_limit: int) -> int:
     """
-	>>> solution(1000, 1000)
-	-59231
-	>>> solution(200, 1000)
-	-59231
-	>>> solution(200, 200)
-	-4925
-	>>> solution(-1000, 1000)
-	0
-	>>> solution(-1000, -1000)
-	0
-	"""
+        >>> solution(1000, 1000)
+        -59231
+        >>> solution(200, 1000)
+        -59231
+        >>> solution(200, 200)
+        -4925
+        >>> solution(-1000, 1000)
+        0
+        >>> solution(-1000, -1000)
+        0
+        """
     longest = [0, 0, 0]  # length, a, b
     for a in range((a_limit * -1) + 1, a_limit):
         for b in range(2, b_limit):
diff --git a/searches/interpolation_search.py b/searches/interpolation_search.py
index d1873083b..dffaf8d26 100644
--- a/searches/interpolation_search.py
+++ b/searches/interpolation_search.py
@@ -113,7 +113,7 @@ if __name__ == "__main__":
     import sys
 
     """
-	user_input = input('Enter numbers separated by comma:\n').strip()
+        user_input = input('Enter numbers separated by comma:\n').strip()
     collection = [int(item) for item in user_input.split(',')]
     try:
         __assert_sorted(collection)
@@ -122,7 +122,7 @@ if __name__ == "__main__":
 
     target_input = input('Enter a single number to be found in the list:\n')
     target = int(target_input)
-	"""
+        """
 
     debug = 0
     if debug == 1: