98 lines
3.0 KiB
Python
98 lines
3.0 KiB
Python
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#!/usr/bin/env python3.4
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# encoding: utf-8
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"""
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Created on 19-3-19
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@title: '微信好友区域Top10'
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@author: Xusl
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"""
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import os
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import logging.config
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import matplotlib.pyplot as plt
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from config import logger_path
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from pro_script.wechat_login import wc_login
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logging.config.fileConfig(logger_path)
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logger = logging.getLogger("root")
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def area_top10(fri_infos):
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"""
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好友性别比例
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:param fri_infos:
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:return:
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"""
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func_name = "微信好友区域Top10"
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logger.info('start %s ' % func_name)
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prov_dict, city_dict = {}, {}
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for fri_info in fri_infos:
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prov = fri_info['province']
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city = fri_info['city']
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if prov and prov not in prov_dict.keys():
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prov_dict[prov] = 1
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elif prov:
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prov_dict[prov] += 1
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if city and city not in city_dict.keys():
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city_dict[city] = 1
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elif city:
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city_dict[city] += 1
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prov_dict_top10 = sorted(prov_dict.items(), key=lambda x: x[1], reverse=True)[0:10]
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city_dict_top10 = sorted(city_dict.items(), key=lambda y: y[1], reverse=True)[0:10]
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logger.debug('prov_dict_top10: %s' % prov_dict_top10)
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logger.debug('city_dict_top10: %s' % city_dict_top10)
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prov_nm, prov_num = [], [] # 省会名 + 数量
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for prov_data in prov_dict_top10:
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prov_nm.append(prov_data[0])
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prov_num.append(prov_data[1])
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pwd_path = os.path.abspath(os.path.dirname(os.getcwd()))
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desc_full = os.path.join(pwd_path, 'res')
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colors = ['#00FFFF', '#7FFFD4', '#F08080', '#90EE90', '#AFEEEE',
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'#98FB98', '#B0E0E6', '#00FF7F', '#FFFF00', '#9ACD32']
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plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签
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plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号
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index = range(len(prov_num))
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plt.bar(index, prov_num, color=colors, width=0.5, align='center')
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plt.xticks(range(len(prov_nm)), prov_nm) # 横坐轴标签
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for x, y in enumerate(prov_num):
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# 在柱子上方1.2处标注值
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plt.text(x, y + 1.2, '%s' % y, ha='center', fontsize=10)
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plt.ylabel('省会好友人数') # 设置纵坐标标签
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prov_title = '微信好友区域Top10'
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plt.title(prov_title) # 设置标题
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plt.savefig(desc_full + '/微信好友区域Top10') # 保存图片
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city_nm, city_num = [], [] # 城市 + 数量
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for city_data in city_dict_top10:
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city_nm.append(city_data[0])
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city_num.append(city_data[1])
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index = range(len(city_num))
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plt.bar(index, city_num, color=colors, width=0.5, align='center')
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plt.xticks(range(len(city_nm)), city_nm) # 横坐轴标签
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plt.ylabel('城市好友人数') # 设置纵坐标标签
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city_title = '微信好友城市Top10'
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plt.title(city_title) # 设置标题
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plt.savefig(desc_full + '/微信好友城市Top10')
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# 显示
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plt.show()
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logger.info('end %s ' % func_name)
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def deal():
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"""
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处理入口
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:return:
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"""
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fri_infos = wc_login()
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area_top10(fri_infos)
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if __name__ == '__main__':
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deal()
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