Enjoy the good life everyday!
关闭
欢迎来PyGo个人空间 ^_^
Python-YouZan数据处理小程序 | PyGo²

Python-YouZan数据处理小程序

Python实战 数据存储

背景

前几天朋友找我问我能不能把人家接口数据存下来,大致需求就是获取YouZan的数据进行存储,存到excel,方便使用。花了大概2days的时间,连查询YouZan官方的API,以及对数据进行一些确认处理,写完了记录下来发布到博客,如果有需求的人,拿走不谢!!!。


环境

id name Version
1 Python 2.7

数据流

YouZan -> 获取数据 -> 处理数据 ->存储

执行方法

1
python2 get_youzan_task.py

存储方式

1
2
3
4
# 数据库
youzan.run(_type=1)
# Excel
youzan.run(_type=2)

代码

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
# -*- coding: utf-8 -*-

"""
------------------------------------------------
describe:
先获取可以获取数据的token
以递增的频率方式进行获取全量数据
把数据存储到excel或者数据库

usage:
python get_youzan.py


base_info:
__version__ = "v.10"
__author__ = "mingliang.gao"
__time__ = "2019/9/6"
__mail__ = "mingliang.gao@qunar.com"


create table sql:
CREATE TABLE `blog`.`client_new` (
`id` bigint AUTO_INCREMENT NOT NULL,
`created_at` timestamp NULL COMMENT '\n成为客户的时间,时间戳格式,单位秒\n成为客户的时间\n成为会员的时间',
`is_member` tinyint COMMENT '是否是会员\n是否是会员',
`name` varchar(254) COMMENT '客户姓名',
`show_name` varchar(254) COMMENT '推荐展示姓名',
`mobile` varchar(30) COMMENT '手机号',
`member_created_at` timestamp NULL COMMENT '\n成为会员的时间,时间戳格式,单位秒',
PRIMARY KEY (`id`)
) COMMENT='';

insert test sql:
insert into client(weixin_fans_id, fans_id, created_at, gender, is_member, trade_count, show_name, name, yz_uid, points, mobile, member_created_at)
VALUES(1111111, 111111, "2020-10-10 00:00:00", "1", 1, 2000, "测试22222", "测试1111", 22222222, 123123, "123123123123", "2020-10-10 00:00:00");
------------------------------------------------
"""
import requests
import time
import os
import datetime
import pymysql
import xlwt
from dateutil.relativedelta import relativedelta


# 数据库设置
DB_HOST = '212.64.61.62'
DB_PORT = 3306
DB_USER = 'mingliang.gao'
DB_PWD = 'XXXXXXXXXXXX'
DB_NAME = 'blog'


class YOUZAN_Client(object):
def __init__(self):
self.YOUZAN_ROOT_URL = "https://open.youzanyun.com"
self.YOUZAN_TOKEN_URL = "https://open.youzanyun.com/auth/token"
self.YOUZAN_CLIENT_URL = "https://open.youzanyun.com/api/youzan.scrm.customer.search/3.1.2"

# YouZan 客户端ID
self.CLIENT_ID = 'XXXXXX'
self.CLIENT_SECRET = 'XXXXXX'
self.GRANT_ID = 'XXXXXX'

self.TOTAL = 0

# 配置数据获取的开始时间、结束时间、排除时间
self.START_DATETIME = '2020-02-01 00:00:00'
self.END_DATETIME = '2020-02-12 10:00:00'
self.EXCLUDE_DATETIME = [
'2020-02-06 22:00:00',
'2020-02-06 23:00:00',
'2020-02-07 00:00:00',
'2020-02-07 01:00:00',
'2020-02-07 02:00:00',
'2020-02-07 03:00:00',
'2020-02-07 04:00:00',
'2020-02-07 05:00:00'
]
# 配置excel字段,字段只能从返回数据list中进行选取
# weixin_fans_id, fans_id, created_at, gender, is_member, trade_count, show_name, name, yz_uid, points, mobile, member_created_at
self.EXCEL_FIELDS = ["id", "created_at", "is_member", "name", "show_name", 'mobile', 'member_created_at']

# DB数据库初始化
self.conn = pymysql.connect(host=DB_HOST,
port=DB_PORT,
user=DB_USER,
password=DB_PWD,
database=DB_NAME,
charset='utf8')

self.MAX_PAGE_SIZE = 50

def add_month(self, transfer_dt, num):
"""
实现时间上的月份相加
:param transfer_dt:
:param num:
:return:
"""
if isinstance(transfer_dt, str):
transfer_dt = datetime.datetime.strptime(transfer_dt, "%Y-%m-%d %H:%M:%S")
return datetime.datetime.strftime(transfer_dt + relativedelta(months=+1), "%Y-%m-%d %H:%M:%S")

def deal_time(self, transfer_dt, num, type='add', time_type='day'):
"""
实现时间上的天数相加相减
:param transfer_dt:
:param num:
:return:
"""
if type not in ['add', 'min']:
return None
if time_type not in ['days', 'hours', 'minutes', 'seconds']:
return None

num = num if type == 'add' else -num
if isinstance(transfer_dt, str):
transfer_dt = datetime.datetime.strptime(transfer_dt, "%Y-%m-%d %H:%M:%S")

if time_type == 'day':
return (transfer_dt + datetime.timedelta(days=num)).strftime("%Y-%m-%d %H:%M:%S")
elif time_type == 'hours':
return (transfer_dt + datetime.timedelta(hours=num)).strftime("%Y-%m-%d %H:%M:%S")
elif time_type == 'minutes':
return (transfer_dt + datetime.timedelta(minutes=num)).strftime("%Y-%m-%d %H:%M:%S")
elif time_type == 'seconds':
return (transfer_dt + datetime.timedelta(seconds=num)).strftime("%Y-%m-%d %H:%M:%S")

def _check_token_expire(self, token_time):
"""
check token is or expire
:param token_time:
:return:
"""
if not token_time:
return False, '过期时间为null'

# 获取的时间为毫秒
token_date_time = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(token_time/1000))
now_time = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')
return (True, token_date_time) if now_time < token_date_time \
else (False, token_date_time)

def get_token(self):
"""
get available token from youzan
:return:
"""
payload = {
"client_id": self.CLIENT_ID,
"client_secret": self.CLIENT_SECRET,
"authorize_type": "silent",
"grant_id": self.GRANT_ID
}
headers = {
'Content-Type': "application/json",
}

try:
token_resp = requests.post(url=self.YOUZAN_TOKEN_URL,
headers=headers,
json=payload)
if token_resp.status_code != 200:
return False, 'token请求失败'
token_resp_json = token_resp.json()
if not token_resp_json:
return False, 'token无json数据'

is_ok = token_resp_json.get('success')
if not is_ok:
return False, 'token json success为false'

token_time = token_resp_json.get('data').get('expires')
is_ok, token_expires = self._check_token_expire(token_time)
if not is_ok:
return False, 'token过期:%s' % token_expires

return True, token_resp_json.get('data').get('access_token')
except Exception as e:
return False, 'token请求Exception失败: %s' % e.message

def _transfer_to_time(self, timeStamp, t_type=1):
"""
type=1 把时间戳转换成datetime str类型
type=2 把datetime类型/datetime str类型转换成时间戳

:param timeStamp: dateTime or timeStamp
:param t_type: 1 or 2
:return:
"""
if t_type == 2:
if isinstance(timeStamp, str):
timeStamp = time.strptime(timeStamp, "%Y-%m-%d %H:%M:%S")
return int(time.mktime(timeStamp))

if isinstance(timeStamp, str):
timeStamp = int(timeStamp)
return time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(timeStamp))

def set_style(self, name, height, bold=False):
style = xlwt.XFStyle()
font = xlwt.Font()
font.name = name
font.bold = bold
font.color_index = 4
font.height = height
style.font = font
return style

def _deal_client_to_excel(self, datas):
"""
:param datas: client object to excel
:return: None
"""
if not datas:
return

f = xlwt.Workbook(encoding='utf-8')
sheet = f.add_sheet('sheet', cell_overwrite_ok=True)

title_style = self.set_style('Times New Roman', 220, True)
content_style = self.set_style('Times New Roman', 220, False)
# 标题
for i in range(0, len(self.EXCEL_FIELDS)):
sheet.write(0, i, self.EXCEL_FIELDS[i], title_style)

row = 1

for data in datas:
if not data:
continue

weixin_fans_id = data.get('weixin_fans_id')
fans_id = data.get('fans_id')
created_at = self._transfer_to_time(data.get('created_at')) \
if data.get('created_at') else ''
member_created_at = self._transfer_to_time(data.get('member_created_at')) \
if data.get('created_at') else ''
gender = data.get('gender')
is_member = data.get('is_member')
trade_count = data.get('trade_count')
show_name = data.get('show_name')
name = data.get('name')
yz_uid = data.get('yz_uid')
points = data.get('points')
mobile = data.get('mobile')

if isinstance(show_name, unicode):
show_name = show_name.encode('utf-8')
if isinstance(mobile, unicode):
mobile = mobile.encode('utf-8')
if isinstance(created_at, unicode):
created_at = created_at.encode('utf-8')
if isinstance(member_created_at, unicode):
member_created_at = member_created_at.encode('utf-8')
if isinstance(name, unicode):
name = name.encode('utf-8')
if isinstance(mobile, unicode):
mobile = mobile.encode('utf-8')

for field in self.EXCEL_FIELDS:
if field == 'id':
sheet.write(row, self.EXCEL_FIELDS.index(field), row, title_style)
elif field == 'weixin_fans_id':
sheet.write(row, self.EXCEL_FIELDS.index(field), weixin_fans_id, content_style)
elif field == 'fans_id':
sheet.write(row, self.EXCEL_FIELDS.index(field), fans_id, content_style)
elif field == 'created_at':
sheet.write(row, self.EXCEL_FIELDS.index(field), created_at, content_style)
elif field == 'member_created_at':
sheet.write(row, self.EXCEL_FIELDS.index(field), member_created_at, content_style)
elif field == 'gender':
sheet.write(row, self.EXCEL_FIELDS.index(field), gender, content_style)
elif field == 'is_member':
sheet.write(row, self.EXCEL_FIELDS.index(field), is_member, content_style)
elif field == 'trade_count':
sheet.write(row, self.EXCEL_FIELDS.index(field), trade_count, content_style)
elif field == 'show_name':
sheet.write(row, self.EXCEL_FIELDS.index(field), show_name, content_style)
elif field == 'name':
sheet.write(row, self.EXCEL_FIELDS.index(field), name, content_style)
elif field == 'yz_uid':
sheet.write(row, self.EXCEL_FIELDS.index(field), yz_uid, content_style)
elif field == 'points':
sheet.write(row, self.EXCEL_FIELDS.index(field), points, content_style)
elif field == 'mobile':
sheet.write(row, self.EXCEL_FIELDS.index(field), mobile, content_style)
row += 1

f.save('%s-%s名单.xls' % (self.START_DATETIME, self.END_DATETIME))

def _deal_client_to_db(self, data):
"""
:param data: client object to database
:return: None
"""
if not data:
return

weixin_fans_id = data.get('weixin_fans_id')
fans_id = data.get('fans_id')
created_at = self._transfer_to_time(data.get('created_at')) \
if data.get('created_at') else ''
member_created_at = self._transfer_to_time(data.get('member_created_at')) \
if data.get('created_at') else ''
gender = data.get('gender')
is_member = data.get('is_member')
trade_count = data.get('trade_count')
show_name = data.get('show_name')
name = data.get('name')
yz_uid = data.get('yz_uid')
points = data.get('points')
mobile = data.get('mobile')

if isinstance(show_name, unicode):
show_name = show_name.encode('utf-8')
if isinstance(mobile, unicode):
mobile = mobile.encode('utf-8')
if isinstance(created_at, unicode):
created_at = created_at.encode('utf-8')
if isinstance(member_created_at, unicode):
member_created_at = member_created_at.encode('utf-8')
if isinstance(name, unicode):
name = name.encode('utf-8')
if isinstance(mobile, unicode):
mobile = mobile.encode('utf-8')

# insert_sql = """
# insert into client(weixin_fans_id, fans_id, created_at, gender, is_member, trade_count, show_name, name, yz_uid, points, mobile, member_created_at)
# VALUES(%s, %s, "%s", "%s", %s, %s, "%s", "%s", %s, %s, "%s", "%s");
# """ % (weixin_fans_id, fans_id, created_at, gender, is_member, trade_count, show_name, name, yz_uid, points, mobile, member_created_at)
insert_sql = 'insert into client_new(created_at, is_member, name, show_name, mobile, member_created_at) VALUES(%s, %s, %s, %s, %s, %s);'
cursor = self.conn.cursor()
cursor.execute(insert_sql, (created_at, is_member, name, show_name, mobile, member_created_at))
self.conn.commit()
cursor.close()

def deal_client_by_token(self, token, store):
"""
main method by token
设置一个起始时间,每次递增加1月进行数据获取,以此方式进行all data获取
:param token:
:param store: db or excel
:return:
"""

all_datas = list()
end_time = self.START_DATETIME

while True:
start_time = end_time
if start_time == self.END_DATETIME:
break

end_time = self.deal_time(start_time, 1, 'add', 'hours')
# 去掉脏数据时间段
if start_time in self.EXCLUDE_DATETIME:
print '【%s】is exclude datetime' % start_time
continue

payload = {
# "is_member": 1, # 是否会员
"created_at_start": self._transfer_to_time(start_time, 2), # 成为客户的时间
"created_at_end": self._transfer_to_time(end_time, 2) # 成为客户的时间
}
headers = {
'Content-Type': "multipart/form-data",
}
real_url = '%s?access_token=%s' % (self.YOUZAN_CLIENT_URL, token)
data_resp = requests.post(url=real_url,
# headers=headers,
data=payload)

if data_resp.status_code != 200:
print '【%s】client请求失败' % start_time
continue
resp_json_datas = data_resp.json()
if not resp_json_datas:
print '【%s】client无json数据' % start_time
continue
code = resp_json_datas.get('code')
if code != 200:
print '【%s】client code is error: %s' % (start_time, code)
continue
total = resp_json_datas.get('data').get('total')
if total < 1:
print '【%s】client json数据total: %s' % (start_time, total)
continue

# 特别说2 = 1 + 1,有一个page页面的1,还有一个range的1
page = int(total / 50) + 2
self.TOTAL = self.TOTAL + total
print '%s - %s total: %s, page: %s' \
% (start_time, end_time, total, (page - 1))

for i in range(1, page, 1):
print '===========%s' % i
sub_payload = {
"created_at_start": self._transfer_to_time(start_time, 2), # 成为客户的时间
"created_at_end": self._transfer_to_time(end_time, 2), # 成为客户的时间
"page_size": self.MAX_PAGE_SIZE # 每页数量,最多支持50个
}
sub_data_resp = requests.post(url=real_url,
data=sub_payload)
sub_resp_json_datas = sub_data_resp.json()
datas = sub_resp_json_datas.get('data').get('record_list')
for data in datas:
if not data:
continue
self._deal_client_to_db(data) if store == 'db' \
else all_datas.append(data)

if store == 'excel':
self._deal_client_to_excel(all_datas)

def run(self, _type=1):
store = 'db' if _type == 1 else 'excel'
is_ok, message = self.get_token()
if not is_ok:
print 'YouZan token获取失败:【%s】' % message
os._exit()

print 'token: %s' % message
self.deal_client_by_token(message, store)
if store == 'db':
youzan.conn.close()
print '===================end: %s' % self.TOTAL


if __name__ == '__main__':

youzan = YOUZAN_Client()
youzan.run(_type=2)

  • 本文作者:mingliang.gao【一个爱老婆Python程序猿。。。。。。】
  • 本文链接: http://pygo2.top/articles/24462/
  • 版权声明: 本博客所有文章欢迎转载,转载请注明出处!
觉得有帮助 请偶坐个公交车
0%