在数据库表中,我们可以找到具有文件路径的记录、处理文件的员工以及处理文件时的时间戳。 表“Log”只包含每个员工几千条记录。每个员工每天都有多条记录带有时间戳(但不是唯一的时间戳)。 我想提取一个元组列表,其中包含一个日期以及在该日期生成的表条目的数量
我提供的代码可以工作,但速度非常慢。2300条记录的22秒计算时间是荒谬的。 我已经将问题缩小到for循环中的行“logs\u per\u day=(query.select().where(fn.date(cls.datetime)==checkday.count())”。 我知道在一个循环中执行许多查询可能不是很好。此外,datetime对象到日期的转换可能也没有帮助。。。 能告诉我一个更好的方法吗
import datetime
import os
from peewee import *
db = SqliteDatabase('logs.db')
# db = SqliteDatabase(':memory:')
now = datetime.datetime.now()
class BaseModel(Model):
class Meta:
database = db
class Log(BaseModel):
log_ID = AutoField()
datetime = DateTimeField()
letter = CharField()
disk_path = CharField()
ftp_path = CharField()
out = BooleanField()
employee = CharField(null=True)
class Meta:
table_name = 'log'
@classmethod
def get_histo_data(cls, employee="Some Dude", year=None):
"""returns a list with sublists (datetime object, integer)"""
if not year: # if no year was provided the query return all entries from the employee
query = cls.select().where(cls.employee == employee).order_by(cls.datetime)
print(employee, len(query), " entries")
firstday = query.order_by(cls.datetime).get().datetime.date()
lastday = query.order_by(cls.datetime.desc()).get().datetime.date()
else: # returns all entries in the given year
query = (cls
.select()
.where(cls.employee == employee, cls.datetime.year == year)
.order_by(cls.datetime)
)
print("{} has {} entries in the year {}".format(employee, len(query), year))
firstday = datetime.date(year, 1, 1)
lastday = datetime.date(year, 12, 31)
print("first day sent: ", firstday)
print("last day sent: ", lastday)
daydelta = (lastday-firstday).days
sendList = []
for i in range(daydelta+1): ### FIXME: This is extremely slow!!!
checkday = firstday + datetime.timedelta(days=i)
logs_per_day = (query
.select()
.where(fn.date(cls.datetime) == checkday)
.count()
)
# print(checkday, "*** logs that day: ", logs_per_day)
sendList.append([checkday, logs_per_day])
return sendList
def initialize():
db.connection()
db.create_tables([Log], safe=True)
db.close()
if __name__ == '__main__':
initialize()
Log.get_histo_data(employee="Mr Someone", year=2018)
输出应该类似于“[(2018-11-12157),(2018-11-13,12),(2018-11-14,0)…]
我自己发现的:
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