#!/usr/bin/env python3 # Copyright 2014 Brett Slatkin, Pearson Education Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Preamble to mimick book environment import logging from pprint import pprint from sys import stdout as STDOUT # Example 1 def insertion_sort(data): result = [] for value in data: insert_value(result, value) return result # Example 2 def insert_value(array, value): for i, existing in enumerate(array): if existing > value: array.insert(i, value) return array.append(value) # Example 3 from random import randint max_size = 10**4 data = [randint(0, max_size) for _ in range(max_size)] test = lambda: insertion_sort(data) # Example 4 from cProfile import Profile profiler = Profile() profiler.runcall(test) # Example 5 import sys from pstats import Stats stats = Stats(profiler) stats = Stats(profiler, stream=STDOUT) stats.strip_dirs() stats.sort_stats('cumulative') stats.print_stats() # Example 6 from bisect import bisect_left def insert_value(array, value): i = bisect_left(array, value) array.insert(i, value) profiler = Profile() profiler.runcall(test) stats = Stats(profiler, stream=STDOUT) stats.strip_dirs() stats.sort_stats('cumulative') stats.print_stats() # Example 7 def my_utility(a, b): c = 1 for i in range(100): c += a * b def first_func(): for _ in range(1000): my_utility(4, 5) def second_func(): for _ in range(10): my_utility(1, 3) def my_program(): for _ in range(20): first_func() second_func() # Example 8 profiler = Profile() profiler.runcall(my_program) stats = Stats(profiler, stream=STDOUT) stats.strip_dirs() stats.sort_stats('cumulative') stats.print_stats() # Example 9 stats = Stats(profiler, stream=STDOUT) stats.strip_dirs() stats.sort_stats('cumulative') stats.print_callers()