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analysis.py v 1.2.1.004
Signed-off-by: Arthur Lu <learthurgo@gmail.com>
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# current benchmark of optimization: 1.33 times faster
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# current benchmark of optimization: 1.33 times faster
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# setup:
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# setup:
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__version__ = "1.2.1.003"
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__version__ = "1.2.1.004"
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# changelog should be viewed using print(analysis.__changelog__)
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# changelog should be viewed using print(analysis.__changelog__)
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__changelog__ = """changelog:
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__changelog__ = """changelog:
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1.2.1.004:
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- added sort and search functions to Array class
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1.2.1.003:
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1.2.1.003:
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- changed output of basic_stats and histo_analysis to libraries
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- changed output of basic_stats and histo_analysis to libraries
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- fixed __all__
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- fixed __all__
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@ -1032,3 +1034,46 @@ class Array(): # tests on nd arrays independent of basic_stats
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def cross(self, a, b):
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def cross(self, a, b):
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return np.cross(a, b)
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return np.cross(a, b)
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def sort(self, array):
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array_length = len(array)
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if array_length <= 1:
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return array
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middle_index = int(array_length / 2)
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left = array[0:middle_index]
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right = array[middle_index:]
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left = self.sort(left)
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right = self.sort(right)
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return self.__merge(left, right)
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def __merge(self, left, right):
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sorted_list = []
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left = left[:]
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right = right[:]
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while len(left) > 0 or len(right) > 0:
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if len(left) > 0 and len(right) > 0:
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if left[0] <= right[0]:
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sorted_list.append(left.pop(0))
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else:
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sorted_list.append(right.pop(0))
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elif len(left) > 0:
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sorted_list.append(left.pop(0))
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elif len(right) > 0:
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sorted_list.append(right.pop(0))
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return sorted_list
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def search(self, arr, x):
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return self.__search(arr, 0, len(arr) - 1, x)
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def __search(self, arr, low, high, x):
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if high >= low:
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mid = (high + low) // 2
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if arr[mid] == x:
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return mid
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elif arr[mid] > x:
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return binary_search(arr, low, mid - 1, x)
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else:
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return binary_search(arr, mid + 1, high, x)
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else:
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return -1
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