| 1 |  |  | from time import time | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | from decimal import Decimal | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  | _TIMES = [] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  | def now(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  |     """Capture the current time.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  |     return time() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  | def rounder(exact, decimals=2): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  |     """Round a float to a certain number of decimal places.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  |     return round(Decimal(exact), decimals) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  | def human_time(runtime, decimals=2): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  |     """Display runtime in a human friendly format.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  |     if runtime < 1: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |         return str('mms: ' + str('{:f}'.format(rounder(runtime * 1000, decimals)))) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  |     elif runtime < 60: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  |         return str('sec: ' + str('{:f}'.format(rounder(runtime, decimals)))) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |     else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |         return str('min: ' + str('{:f}'.format(rounder(runtime / 60, decimals)))) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |  | 
            
                                                                                                            
                            
            
                                                                    
                                                                                                        
            
            
                | 27 |  | View Code Duplication | class Timer: | 
                            
                    |  |  |  | 
                                                                                        
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                | 28 |  |  |     def __init__(self, msg=None, decimal_places=2): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |         self.msg = msg | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |         self._decimal_places = decimal_places | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |         self.start = now() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |         self.elapsed_str = None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |         self.elapsed_float = None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |     def __str__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |         return str(self.end) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |     def __float__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |         return float(self.elapsed_float) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |     def __enter__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |         return self | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |     def __exit__(self, exc_type, exc_val, exc_tb): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |         if self.msg: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |             print(self.msg, self.end) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |         else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |             print(self.end) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |     @property | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |     def end(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |         # Calculate run time | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |         return human_time(now() - self.start, self._decimal_places) | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 55 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 56 |  |  |     @staticmethod | 
            
                                                                        
                            
            
                                    
            
            
                | 57 |  |  |     def decorator(func): | 
            
                                                                        
                            
            
                                    
            
            
                | 58 |  |  |         """A function timer decorator.""" | 
            
                                                                        
                            
            
                                    
            
            
                | 59 |  |  |         def function_timer(*args, **kwargs): | 
            
                                                                        
                            
            
                                    
            
            
                | 60 |  |  |             """A nested function for timing other functions.""" | 
            
                                                                        
                            
            
                                    
            
            
                | 61 |  |  |             # Capture start time | 
            
                                                                        
                            
            
                                    
            
            
                | 62 |  |  |             start = now() | 
            
                                                                        
                            
            
                                    
            
            
                | 63 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 64 |  |  |             # Execute function with arguments | 
            
                                                                        
                            
            
                                    
            
            
                | 65 |  |  |             value = func(*args, **kwargs) | 
            
                                                                        
                            
            
                                    
            
            
                | 66 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 67 |  |  |             # Calculate run time | 
            
                                                                        
                            
            
                                    
            
            
                | 68 |  |  |             runtime = human_time(now() - start) | 
            
                                                                        
                            
            
                                    
            
            
                | 69 |  |  |             print('{func:50} --> {time}'.format(func=func.__qualname__, time=runtime)) | 
            
                                                                        
                            
            
                                    
            
            
                | 70 |  |  |             _TIMES.append((func.__qualname__, runtime)) | 
            
                                                                        
                            
            
                                    
            
            
                | 71 |  |  |             return value | 
            
                                                                        
                            
            
                                    
            
            
                | 72 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 73 |  |  |         return function_timer | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |     def decorator_noprint(func): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |         """A function timer decorator.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |         def function_timer(*args, **kwargs): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |             """A nested function for timing other functions.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |             # Capture start time | 
            
                                                                                                            
                            
            
                                    
            
            
                | 81 |  |  |             start = now() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 82 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |             # Execute function with arguments | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |             value = func(*args, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |             # Calculate run time | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |             runtime = human_time(now() - start) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |             _TIMES.append((func.__qualname__, runtime)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |             return value | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |         return function_timer | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |     @property | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |     def times(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |         return _TIMES | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |     def print_times(class_name=None): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |         for index, ft in enumerate( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |                 sorted([(func, t) for func, t in Timer().times if class_name and func.startswith(class_name)], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |                        key=lambda e: e[1])): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |             func, t = ft | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 103 |  |  |             print('{0}.) {1:35} --> {2}'.format(index, func, t)) | 
            
                                                        
            
                                    
            
            
                | 104 |  |  |  |