ch4-持久存储

时间:2023-03-09 19:57:33
ch4-持久存储

1、处理数据和打印

man = []
other = [] try:
data = open('sketch.txt') for each_line in data:
try:
(role, line_spoken) = each_line.split(':', 1)
line_spoken = line_spoken.strip() #从字符串中删除空白符(包括‘\n'、'\r'、'\t'、' '),将去除空白符后的字符串再赋回自身
if role == 'Man':
man.append(line_spoken)
elif role == 'Other Man':
other.append(line_spoken)
except ValueError:
pass data.close()
except IOError:
print('The datafile is missing!') print(man)
print(other)

s.strip(rm):删除s字符串开头、结尾处,位于删除序列rm的字符,当rm为空时,默认删除空白符(包括‘\n'、'\r'、'\t'、' ')。

2、以写模式打开文件

使用open() BIF打开磁盘文件时,可以指定使用什么访问模式,默认open() BIF使用模式r表示读,无需专门指定r模式。

r模式:只读

w模式:写和读(清除)   ----python会打开指定的文件来完成写,如果该文件已经存在,则会清空它现有的内容。

w+模式:写和读(不清除)  ----python会打开指定的文件来完成写,如果该文件已经存在,也不清空它现有的内容。

a模式:追加    ---实现内容追加到一个文件中

说明:如果想打开一个不存在的文件完成写,首先会创建该文件,然后打开完成写。

  out=open('data.out','w')         #out:数据文件对象,data.out:所写文件的文件名

  print('today is 2016-4-20.',file=out)#要把数据“today is 2016-4-20.”写至一个文件,需要使用file参数指定写入的文件对象,即file=所写数据文件对象的名称  

  out.close()      #非常重要!!写完后一定要关闭文件,确保所有数据都写至磁盘,这称为刷新输出(flushing)

man = []
other = [] try:
data = open('sketch.txt') for each_line in data:
try:
(role, line_spoken) = each_line.split(':', 1)
line_spoken = line_spoken.strip()
if role == 'Man':
man.append(line_spoken)
elif role == 'Other Man':
other.append(line_spoken)
except ValueError:
pass data.close()
except IOError:
print('The datafile is missing!') try:
man_file = open('man_data.txt', 'w')
other_file = open('other_data.txt', 'w') print(man, file=man_file)
print(other, file=other_file) man_file.close()
other_file.close()
except IOError:
print('File error.')

按F5运行:

>>>
===== RESTART: D:\workspace\headfirstpython\chapter4\page112\page112.py =====
>>>

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" 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程序运行结果显示,文件夹中创建了两个新文件,打开后内容分别如下,分别包含man和other两个列表中的数据。

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" alt="" />

 3、用finally扩展try

如果写文件的过程中,文件关闭前需要处理IOError,所写数据可能会被破坏,而且只有发生该情况时才能知道,否则根本无法了解这一点。

例如:

print(man, file=man_file)  #OK
    print(other, file=other_file) #有问题,出现一个IOError

数据可能被破坏,如何处理?----希望不论发生了什么都要确保关闭文件

  将文件关闭代码放到finally组中,无论什么情况,finally组中的代码都会执行,可以确保文件妥善的关闭(即使出现写错误)

try:
man_file = open('man_data.txt', 'w')
other_file = open('other_data.txt', 'w') print(man, file=man_file)
print(other, file=other_file) except IOError:
print('File error.') finally: #将文件关闭代码放到finally组中,无论什么情况,finally组中的代码都会执行
man_file.close()
other_file.close()

4、如何发现错误的特定信息

  1).试图打开一个不存在的文件

try:
data=open('missing.txt')
print(data.readlline(),end=' ')
except IOError:
print ('File error')
finally:
data.close()
>>>
= RESTART: D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py =
File error
Traceback (most recent call last):
File "D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py", line 7, in <module>
data.close()
NameError: name 'data' is not defined
>>>

文件missing.txt不存在时,数据文件对象data并未创建,所以不可能在数据对象上调用close()方法,所以会出现NameError错误。

一种简便的修正方法:

在finally组中增加一个简单的测试,调用close()之前先检查data文件名是否存在。

locals() BIF会返回当前作用域中定义的所有名的一个集合。

try:
data=open('missing.txt')
print(data.readlline(),end=' ')
except IOError:
print ('File error')
finally:
if 'data' in locals():
data.close()
>>>
= RESTART: D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py =
File error
>>>

结果显示:没有其他异常了,只会显示你的错误信息;其实,出现其他错误时,异常处理代码捕捉到这个错误,显示“File error”消息,最后关闭所有打开的文件。

但是,还是不清楚导致这个错误的原因。

  2).打印特定的错误信息

产生一个异常并由except组处理时,Python解释器将该异常对象传入这个except组。我们只需为异常对象给定一个名称,然后就可以在代码中使用该异常(作为一个标识符)。

"""
try:
data=open('missing.txt')
print(data.readlline(),end=' ')
except IOError as err:
print ('File error: '+str(err))
finally:
if 'data' in locals():
data.close()
""" try:
with open('its.txt','w') as data: #使用with就不再需要finally组了
print('it is ...',file=data)
except IOError as err:
print ('File error: '+err)
>>>
= RESTART: D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py =
Traceback (most recent call last):
File "D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py", line 2, in <module>
data=open('missing.txt')
FileNotFoundError: [Errno 2] No such file or directory: 'missing.txt' During handling of the above exception, another exception occurred: Traceback (most recent call last):
File "D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py", line 5, in <module>
print ('File error: '+err)
TypeError: Can't convert 'FileNotFoundError' object to str implicitly
>>>

新增了一个异常:TypeError: Can't convert 'FileNotFoundError' object to str implicitly

异常对象和字符串类型不兼容,所以把异常对象与字符串相连接会带来问题。可以使用str() BIF把异常对象转换(或强制转换)为字符串。

try:
data=open('missing.txt')
print(data.readlline(),end=' ')
except IOError as err:
print ('File error: '+str(err))
finally:
if 'data' in locals():
data.close()
>>>
= RESTART: D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py =
File error: [Errno 2] No such file or directory: 'missing.txt'
>>>

虽然问题解决了,但是代码不断的膨胀,而且额外的逻辑会混淆你的代码的真正意图。

 5、用with处理文件

    对文件使用with语句时,可以大大的减少try/exception/finally模式需要编写的代码量,因为有了with语句就不再需要包含一个finally组来处理文件的关闭,它可以妥善的关闭一个可能打开的数据文件,所以就无需操心文件关闭的问题了,因为Python解释器会自动为你考虑这一点。

with语句使用了一种名为上下文管理协议的Python技术。

"""
try:
data=open('missing.txt')
print(data.readlline(),end=' ')
except IOError as err:
print ('File error: '+str(err))
finally:
if 'data' in locals():
data.close()
""" try:
with open('its.txt','w') as data: #使用with就不再需要finally组了
print('it is ...',file=data)
except IOError as err:
print ('File error: '+str(err))
>>>
= RESTART: D:\workspace\headfirstpython\chapter4\page118-119\page118-119.py =
>>>

重写之前的try/except/finally代码:

man = []
other = [] try:
data = open('sketch.txt') for each_line in data:
try:
(role, line_spoken) = each_line.split(':')
line_spoken = line_spoken.strip()
if role == 'Man':
man.append(line_spoken)
elif role == 'Other Man':
other.append(line_spoken)
else:
pass
except ValueError:
pass data.close()
except IOError:
print('The datafile is missing!') try:
with open('man_data.txt', 'w') as man_file, open('other_data.txt', 'w') as other_file:
print(man, file=man_file)
print(other, file=other_file)
except IOError as err:
print('File error: ' + str(err))
>>>
===== RESTART: D:\workspace\headfirstpython\chapter4\page122\page122.py =====
>>>

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" alt="" />

检查文件夹,之前的两个数据文件再次生成成功,并且已经将两个列表的数据保存到文件中了。

至此,代码可以处理Python或者操作系统可能抛出的任何异常。

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" alt="" />

可以看到列表被保存时,被print()转换为一个庞大的字符串,文件格式不合适!!

默认的,print()会模仿Python解释器实际存储列表数据的格式来显示你的数据。所得到的输出不再做进一步处理。。。。其主要作用只是告诉你数据在内存中的样子。

如何采用一种更可用的格式保存数据呢?   -----修改第2章创建的print_lol()函数来实现

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" alt="" />

import sys
'''这是一个模块,可以打印列表,其中可能包含嵌套列表'''
def print_lol(the_list, indent=False, level=0, fh=sys.stdout):
"""这个函数取一个位置参数the_list,他可以是任何列表,该列表中的每个数据都会递归地打印到屏幕上,各数据项各占一行;
level参数用来在遇到嵌套列表时插入制表符,实现缩进打印。
indent参数用来控制实现缩进的代码,默认为false,即不嵌套打印""" for each_item in the_list:
if isinstance(each_item, list):
print_lol(each_item, indent, level+1, fh)
else:
if indent:
for tab_stop in range(level):
print("\t", end='', file=fh)
print(each_item, file=fh)

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" alt="" />

from page128 import print_lol  #从page128中导入print_lol模块

man = []
other = [] try:
data = open('sketch.txt') for each_line in data:
try:
(role, line_spoken) = each_line.split(':')
line_spoken = line_spoken.strip()
if role == 'Man':
man.append(line_spoken)
elif role == 'Other Man':
other.append(line_spoken)
else:
pass
except ValueError:
pass data.close()
except IOError:
print('The datafile is missing!') try:
with open('man_data.txt', 'w') as man_file, open('other_data.txt', 'w') as other_file:
print_lol(man, fh=man_file) #注意调用形式,此处参数名必须是fh,不能是其他的名字,否则会报TypeError错误
print_lol(other, fh=other_file)
except IOError as err:
print('File error: ' + str(err))
>>>
===== RESTART: D:\workspace\headfirstpython\chapter4\page128\page122.py =====
>>>

运行后数据以一种易读的格式保存列表数据:

aaarticlea/png;base64,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" alt="" />

现在读数据很容易了,但是这样编制的特定代码会特定于你针对这个问题创建的格式,

这种做法很脆弱:如果数据格式改变,你的定制代码将失效。

6、使用pickle来“腌制”数据

标准库pickle:可以保存和加载几乎任何Python数据对象,包括列表。

一旦把数据腌制到一个文件,他将持久存储,可以在以后读入到另一个程序中。

腌制数据:Python内存中的数据->pickle引擎->输出腌制后的数据

解除腌制:腌制后的数据->同一个pickle引擎->输出腌制数据的Python版本->在Python内存中重新创建数据,与原来的一样

用dump保存,用load恢复

pickle使用:只需导入所需的模块,然后使用dump()保存数据,以后使用load()恢复数据。

处理腌制数据时唯一的要求:必须以二进制访问模式“b”打开这些文件

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" alt="" />

import pickle   #导入pickle模块

with open('mydata.pickle','wb') as mysavedata:
pickle.dump([1,2,'three'], mysavedata) #使用dump()保存数据
...
with open('mydata.pickle', 'rb') as myrestoredata:
a_list=pickle.load(myrestoredata) #使用load()从文件恢复数据,并将恢复的数据赋至一个标识符 print(a_list)

aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAAdsAAAAiCAIAAACY8uQGAAAgAElEQVR4nNza+XcbR4In+MBfsDvd+9vOds97u9u9b3rmddkuHyW5bEmWbVllu+yydZYtidTFUxTv+xJPgLjv+76vTCQyAWQiE0jcJ4mTpC7K8lFHV3WPXTU9Mz/2/pAARcqyq2q6Z2d2+D4PL5gZGRnISHwZGSCYn5ucnZ2cnZ2YmRmfmR6fmR6fmTlsenxmenz6Dxj7ltFnmxqdnhqdmhppmRyemhyefNrQ5OTQxMQT4+OMwWc5tHfsDxkdHxxlymMto/91Rhm3R9qGRweGRweGRw4Ybhl6lsHvdOtpQ9/hULXW4UPt1z9Jq6tMt1vvaHB0tPVmx8aHGO1LPTw+ccjEv7QDjQ89Mf60PzjcT8b92SN4e3T09sjowMjooSEbGr7FGBy+NTjcPzj0/4nhP9nQM9z6lzL8/w+Hb90/wsi+0e8z+h3GxlrGDxofGB8fmDjk9uS3TTxl8KCpicGpiUHQ23uzu/t6V9e1rq7rjO5v6epiKny3mwdd/babT+tsudF580bHzRsdN5525cb1lut/hGvfdu2f6fIBV65eu/wMV1s6Wy51MDqfpeNSR8elK9/n02e78sTlA65ceWb9S+3XP1bHQUxXr15i3lHrDV67fHX/sly/cu3pi9/x38wfGu7vG7Jn+K4R7Lx6qfPqU8N08JJ+cqXjkytXWi7/81w5qOO/lyfvruN/Jp1PecbHsLPzUufhcsvVZ7j6LNeuXrp27Ynr3+EG4/r3uHzzWcD/9a//1z/S//1//KuD/uov/uyv/uLP/vov/5zx//yb/+2P9Nff7y+f+Ks/2l8f8uf/Hf3V/1ye/Tb/zZ//gUF8tj9/4ql2/vK/ctwPj/7/YGP3F9/y37ed/7H99V/+2WH/quUvvu3PGEwE/bfv2J94F7U7xuTkUyn6f/7v/8sT//oZwH/+/W+/y3/5/W//y3fv/c+///sn/uNvW57s/c1T/tPv/kTfPOXv/oDf/XGeqvzN3/2nb379bf/4za//8Ztf/ePX3++X//j1L//jf3imX+z7/T/s++qQv//q93//1e/+/sun/fbL3/32i9/99otvDvn8m9887evfPG75u2f45jeH/O43j3/3288P+v0f6/GBwj/L737zB3zzm8ff/N33ab21p312wKOvf71v7+tf7/2HX/2pHh72R9f/5cN/+IN+9fAfnm7/mQ5345cH/FGHf3/Lh3x90K//Jfzqad916b7+1d7Xv3r49a+f+ObXD7759YNvfvXgm1/df+KX97/55f2vD3nQ9vDrXz38+g+O1JPuPbk9vvn1o2/+7g/67Nt+950e7Wsd/pv9dvb+SKBJab7fdly7HdfuxHXbcd02rdum9Tu0YSdh2EkYdxKmnYRxJ9kuJIw7SeN2wrBN67fjuu24rhnTNSltk9I0KE2DUjdIdZ1U10kVo/aUqKpGqCqEeiui3gyrNsPqUkhdwtRFVF1oy6PqAqoqoKoipipiqlJIWQ4pN8OqrYhqK6Ko4IoKrqgSckYFlz0tIqtEmLK0gksrkZatsGQrLNkMicuYuIyJSqiojApLqKAY5DMKCIOXR7h5hJsPbOThjRzMzsLsLMTOQuysn53xr2f862nfatqzmvasptwrSfdy0r2cdC8lXHdo5yLtXKCdC3HHQtwxH7PPxexzlG2Oss6SlukW8xRhmiSME7hhPKIfC+lGQroRTDuCaUZQzRCqHkTVg0HVAKK6hagGEOUtRHkLUfQhir6Aoicg70HkPQGGrAdR9CCKXkTZiyp7UVUfpu6PaPoj2gFcN0Dobkf1g6RhkDIMkcYhyjhEGQcppmAYbLt9oHA7ZrgdMwzEDANxw0DMcCtmuBVv6T8opu+jDC2xlt6YoZfS91K6FlLX84S2hdD24JqeiKonpOzBFD2YrCco7UUkLQFJb0DcG5A8gUh6EGlPUNoTlPWgsi5M1oUpboYV18OKa5jsKibtQKVXgpLLiOQyIr4UEH0KCz6BBZ9A/J/7+RcP4V308S76eBd83AveZ/HxLvh4F7y8Z+/1tHk3Lng2zrs5592c8y72OSf7nJN9zsE+63wK55yLc869cZ7h2Tjv5TIu+Nq83PPejfMeLtPgORf73NONsM+62Gdd7HNuzjkXg33OxT7n4pxzH+A51P4hPt55H++Cn3fBz78A8S/Cgouw4CIsvBgQ/vxfXKtxwUVIcBHiX4T4F1oEF2HBxYDwAiI8j4jOBsVnUNEZTPSzkOinEeG7EcFPIrzTkY1TEfbbYfZb4bW3Q6tvY8tvY8un0OXTweWfBFfeRVbfR9Y/CLA/CnDOwBvnIO45iHvez7vg511gBtTHveDnXfDzWmMNC34eEH4SEH2KiC8h4kuI5HJQchmVXEalVxiY9Aom7UBlh2CyjpCskxGWd4blnWFFZ1jRGVF0RhQdYUVHWN4RlneG5R1heUdIdiUkuxKSXQ5JL4Ukn2KSSyHJJ5j455joIiq8gArPB4XnUOE5VHAWFZwJCs4EBWdRwVlUeBZrC4nOfn8ia7dj2u0Yk8VMEBt3EsbdpGk3Zb6bttxNWe6mrbtp227Gdjdju5ux76Ztd9O2u2nr3ZT1bspyN2XeTZp2E6bdhGknYdqhjdu0cZs2NGlDM35II25oxA31mLFGGqtR4xZh2sRNZdxUihhLYWMxbCqGTMWQsRAyFkPGYshYChtKYUMZN2zihi1cX4nqa1F9jdTVSV2d0tYpbY3S1ChNjdRUD6h9W1TNqBKqCqHcwhVbuGILl29GZIxymCEth6XlkKQckpRC4hImLqGiYlBYDAqLQUEhKMgHBXmEn0f4OYSfhXlZiJuBNjJ+TsbHSfvYaR877VtP+daT3rWkZzXpWU24VxLuFdq1FHcuxR1LccedmGORsi9QtnnKNkdYZnHzLG6ajpimIobJkH4C001gunFMNx7SjWO6MUw7imlHUM1wUDMc1AwFNUNBzWBQPRhUDQZVg0H17aDqdlAziGoGQ5rBkHY4ohuO6Idxw0jUOBo1jlGm8ZhlPG6ZiFsnadskbZ+kbZMJ21TCNpmwTSaskwnbJG2bSDCs40nbeNI2nrC1CknbeNI2lrKNJW1jSdtYwjqasI4mraNJ62jCOpawjiVsownbaJJhHU1YRxOW4YRlmLYM05bhuHk4bh5qvZqG4qYhyjhEGoYJ3TCuHYloRkLqEUw5GlSMBuWjiHw0IBvbh8jGENloUDGCKkcw5XBIPRxWD0Y0g7h2kNDdJrQDhLaf0PTimt6Iuies6g4pu0KKm5j8RlB2Iyi7HpRdD8quBWXXEOk1RHotILnKgMVXYfFVWHJIQHIVkV4N7JMccrAmJL4KiTr9wk6foMMnuOIVXPHwL7v5lz0HePmXfYIrPsEVn7DDL2J0QuJOSNwJiztbzYo7YXEnJOqERB0+IdPUZTfvaR5eq0HvU6cQXPYK2mdpneuKX3RQByTqgMQdsLgzIOlEpFeZq4HKrqPy65j8Oqa4Hvpu2D75nwCVX0fbl30fKruGyq5h8qthRUdEeRlXXiaUn5CKC5TiTFz+YVz207j4vbjg3RjvdGzjHZJ9Orp+mlg9ja+8i6++h69+EFn7WZh9JrxxPsT/OSa8hIouB0VXguIORNIZkHTC4k5Y1AmJOiBRx/61RaRXmRsAlV9HFTcwxY2Q8mZI1RVWdYVV3U+oe8LqnpCqO6TqDqu6I6ruiLonou7B1T24pveAnrbuiLo7ouoOK7vCypthxY2Q/DomvxaSX8XknSFZBya9jIo/DYp+HhReRATnA/xzAd4ZmHcG5p4J8D4O8M4gvDMI/0yQfyYoOIMKz4JGawL7LUwWx/TbccN2XH8oiNO2u2nbvYzjXtZ5L+u6l/Pcz3vu573384cLOc/9rPt+1nUv67yXdd7LOu5mHHczjt20Yzdt37eTtu+k7Dsp+07S0UzaG7SjHnNUY44K5dgiHZtRZ5lwlghnEXfsK+GOMuHYJBxbpKNC2Wsxez1mr8dtDdrWTFibCUuTtjRocz1u+rYGbd5Xp031uLEeYxhqMUON0tcoXZXSVUldjdJWSW2F1FSiT2wR6i1CvUUoNwnlJq7cjCg2I4pyWF4Oy0theTEkK4ZkRUxSCEoKQUk+KM4hohwiyiLCbECQhQUZWJCB+BmYn4G4aWgj7d9I+TaSXk7Sy0541mnPGu1ei7tWY44V0rFEWO/glsWIeT5ing+b50ImxmzYNBsxzYZN02HjdMgwHTJMhQxTmH4S002guglUP4HpJkL6CUw/HtJNhAwTEeMUbpzCzdNRy3TUMkPZ5mKO+bhjPulaTLkXU547ac+djGcp25bx3Ml47mQ8ixnPYtazmPUsZjwL2ZbFdmG+xT2fdc9n2piNGWb7fh3PXNY9l3XPZdyzafdsynWAcyblmEk4ZuO22ZhljjLPE8Z53DAf1s2HNPOoZiGoWUA0C4h6AVEvIJqFoGYhqFnANPMh3XzEMEcY5qLGWdI8E7NMx63Tcetk3DIRt0zELGOUaYQ0jkQNw4RhiNAPRnSDEd3tsOZ2WDMQ0gyENLdC6luY+ham6kdV/UFlH6rsR1X9qKo/pOoPqW8donkW5nD1LUx9C1X1B1sPK32QrBeS9vgk3V5xl1fc5WvzS7ogaU9A3ss81gQVfUFlC6bqx1T9IXU/pupHlX1MU4iiD5b1+CXdXnGXR9TlEd30iG56hDc9ops+SZf/AJ+ka38LJOmCJN2QlNETkLUfm+Q9sLwnIO9BFL2IohdR9KHKPkzdH9Lc2n9yIvS3CcPt6HcjGPoDdAfov5vuNs7QDuCt0w0Q+oGo/hZp6IsZeuPG7oThetJwJa3/JKs7n1WfySg+Sks+TAt/mhT8NMn9Kb3xQXz9g9j6h7H1jyn2OYpzgeR+QgqvRCXXCEUXruiJKHpDyj5M2XfgAjLvtJe51KiyH1P3hzQDIe1ARHsb193G9YOEfhA3DBH6IUI/hO/THSjrmb3DhGGYMIxEjYzhqGE4ahgmDMOEfgjXDYa1g2HNQFh9K6Tux5S9mLIHU3Sj8huo7HpQcjUgvgwLP4X4F/28876Nsx7OGff6x571j7zsn/k4H/k2PoI2Poa4H8HcjwO8j78jkWPaZkzXjOmbcf02bdimjTtJ827Kspuy3c047mUd93Ku+znP/bzvQcH/oAg/KMIPS/DDUuBhKfCwjDwsIa1yCX5YghgPCv4HBd/9gu9+3nc/772f9947KOe9m/XuZHzbaX8j5a8n/DUaqtJQJQ5tUdAmBW1SUJmCSiRUJv2blH+L8m/F/NW4r0b7GklvI+ndTnm3096dtHsn49pJu5pJZyNpP8zRTDmaKcd22rGddm6n7M2DexO2Bm2t05YGbW3QlgZtqbdezfW4uR431+KmWsxUixlrMWONMtYoY5UyVCh9hWzZiuo2Cc0moSnjmjKuLkVUpbCqFFYWQsoCpsijsjwqy6GyXFCaDUpyQUkWkWQQcSYgysDCFCRMQcIkxE/6+Qkfj/ZuxFwc0rFG2NcI+2rEthyxLIctyxHLMm5bJmzLuHUZty5HLEsRy52w+U7YvBg2LYZM8yHTPGacC5nmw/vM8xHzPG5ZJKx3SPsdyr4ccy7TrtWkZy3lW8/42VmInYM5eXgjH+DkAxv5wEYe5uRhTiHAKQQ4+UCrUAhwioewC/B6AVrPP7G2rwCt5+H1ArxWDKwVA2sFuCUPP6mT86/m/GuMjHct5VlLutZpx3rMziatbMLCiZg4YRMnbOSEDBxUv4HpOZiBEzJwwkZOxMQhzOyoZZ2yrccca7RzLelaTbmXU+7ltHsp5b6Tci0mnfO0Y462z8ZtMzHrDGWZpizTpGUqap4kTJO4cQI3jkcM42H9WFg/FtKPhdsihnHcME4YJwjjBGE6aPLbcNMkbpwMG8bD+jFMO4ZqRgLqEVg5BCkGfbLbPtltv3yQASkHA6rhoGYE046GdKOHzziGG8YP92cU1Ywg6mFYOeiX3fbJbntlt72yAa90wCsb8MtvQ/JBSNHil9/2y29D8tuQYhBSDsLKwYByKKAaCqiGEPUwI6AeDqiHEfVwUDOCakZQ7UhIPxoxjBGmcdI8SVkmKctU3DZF26dp+zRtn3mWado2HWdYp2PWKcrytJh1KmadYuo8qWybjtummV2UZSpmmYpZp+LWqbhtirZNJu1jKftoxj6ctd/KW7sLlmsl85WS4dOi5mJeeT4vPZsVnckIzia55xKcczTnAr3xCc29TPM6aeF1WtZDK2/R2qGYfoTUjxD60Qhz9XSjqHYEbb9TTDsS0o2FmOtsHGeGMmqejJqn2guGU6RlmjBPEeYpwtR+Pcg8HW3VnDlgOmqeIkyTuHEyYpgI68ZCuhFMO4yqB4Oq20FlP6LoRWRdsOS6X9Tp5V92cz9xcS441s/aVz+2r3xkX/nQvvKhY+1D9/oHbvaHHvbPfJyf+Tc+Av/0rJ+FhQWaphtxfZM2bCdM20nzTsq6m7bfzThbWVzwPShCD0qBB+Xgg3Lw4Sb6cDO0txXaq4QfVSKPKuG20KNK6FEFe7SFPdpCH22ie5vBvXLwYRk56EEJeVBC7heRe4Xg3Ty6kw1uZ7BGGqunsFoSqySwCo1t0dgWjW3GsS0aq9BYhUarSbSWQhvp4HYmuJNFdnPIbg6+m4fv5qHdnH8769vOeptpbzPtbWa824ysdyfr3cn6drO+3ax3J+vdzni3055m2tNIuxtpdyPlbqRczZS7mXY1065mytlMORspZzPlaCQdTHbXGbStRltrtLUWt+yrxMwVylShTFukcZM0lKOGMqEv4roiritGNIWwJh/WFMLqfEidD6vzIVU+pMphihymyAblWUSWQaTpgDQNSxKQOO4TUh5B1M2LOrm4cwN3bOB2Du7g4A5O1MmJOjeiTg7hZON2Nm5fj9jXIra1iG01bFkJW1fClhWmELGuhK0rEdsKbl+N2teizjXKxYm7ObSXm4J4GViQQ4T5oKiIikqYuByWMMsybeJyWFwOicsh8WZIvBluC4nLmKiMiUqYqISJiqioiAoLqLCIMms4whIqLGMtmyHhZkhY3ocJy5iwhAlLqKCECkqosIQKi0FhHhHmYGHGL0r5xAmPOO4WU05J1C4h7FLcJo1YpGGLNGyRRixS3CrFbdKoXUI6JTGXmHaLk15R2i/MwsI8zM/DvBzMzUIbWYiT8bPTvrWUdy3pWUm4V2j3cty5FHcuxRxLlP1O1LYYtS4QlnncMo+b53HTHG6exy3zhGU+almI2hZI+yL1tDvfskjZF0n7YtS6iFvmw6a5kHEW1c8guilYM+lXTTAg9SSkmQzopoK66ZBhNmKaw80HTzcftS6QtgXSthi1LUSt87hlHrfMh02zmH4G0U5B6ol2U+MMSDUBqSdgzQSsmWjvHYfUE7B6AtZMBDSTiHYS0U0huqngYah+CjNMY4aZkHE2YpolLPOUfTHuvEO7lpLupZRnOe1d+X4pz0rK0/qCJOFeol1PJFxLCfdS0r2c8nzXgctJ93LKvZzyLKc9y2nvcsZ7J+tdyHvnCt6Zome87B7acvZX7De3zNfKhs6SpqMgv5STXMoIL6X5V5LcjgS3M8m/nhR2pcS9KelASjWc0k2kzNNJy2zcMkdZ5qKWecIyh5tnw6bZkHEmZJwJG2fDptmwaS5imsMt81HrfNTWHlDHnRhzPziWKPsd0n4nyrAtRm3M62LUuhi1traT9iWqVbmFtC0SlkXcshA2zYeMs5hhGtVNIpqxgHoEVg7CigFI1ucTd3mE15y8Djv7E8vaedPyGeOdj/QLH+gX3jcuvG++8751+X3HyvvOlQ9cax+42R8CmqafmchMKG8nTNtJy07Kupux380672Xd9/Le+0X/g1LgYTn4sIw93MQeboUfViJ7FeJRNfqoRn5WP+TzOvm4Hn1cjz6uE49rxGc1/LNq5KBH1cijSuTRVmRvC3+4id8v4XeLxG6B2M4TzSzRyBD1TLSWjlbT0WoqWklFq+loNU3U00Q9TTSzxHYe3y3g94qRe6XwvVL4fgm7X8LuFdHdArKTD2zn2vKBnXxgNx/YLQR2C8jdArKbD+zmAzt5eDsLN7NQMws1s/5m1t/M+Lezh2V82xnfdqad70yCpxjuRspVT7kaKVc96awnnbWEo5pwVOP2Sty2RVm3KGuZNJdIcylqKhLGAm4s4MYibihEGPp8RJcP6/JhXS6syYU0WUydxdQpRJkIyON+GemVkF5J1COKekSEW0h6RKRHSHlElFdEeoWkR0B6BKRbQLj4hJOHO7kRB2OjXeBGHFzcwSUc3KiLS3r4Ma+A9gmTsDgTkORQeQFTlsLKckS1SagrUU2VwSy7t8rqKqlurcJH1TVSXY2qK62lGxWzdFOOKEthph3lZkS5iSu3cGWFUFYJVTV6SIVQHoIrK7hqC1dthlWlkLqAqnOIOh3QpGBNwq+Je7WUR0u6dVGXjnDqCKcu6tKRLh3p1sU8WtqnSUKaNKzOIup8UFXAlKWQshSSFzFZAZMUUEk+KMoFRNmAIA3z0xA/5eel/Nykj5vwcuIeTszNplzrpGONdKxFHauEfTXqWGV+pVzrlGs95mbHPey4hxP3cA4UOPSzxFxs0rFG2Fcj1pWweQk13gkYFmHdAqxbgPULAf1CwLCIGu+ELEsR60rU3j6Rs30uFzvOnM7NplytjhH21bBlGTPdCRoWA4aFgH4hoF+AdfOwbj7QanOB2c5sZLYjhoWgYTFoXESNd1DTHcx0BzPfwUxt5qWQeSlsXYpYlwn7CuVci3vYSS8n7edmYG42wM8j/DwiYBSCbe0t+QA/F+BnA/wszE/DvLSfm/JzU35ueh/Ey8C8bICf34e0BfjM4Qd3FRBuCeGUA+ubgZUteKHin656x+quwaq9f8vcV9L1FFRdOXlXWtKdEvUk+L0JQX9SNJCSDqXloxn1ZNYwm7XcyTlXsq61lGst4VqLu9Yo5xrpWCXsKxHrcsS6jNtWcNsKYV8lmMvuWou52DEXmxnKhJeT8G4wIxtzcyg3h3JxKBeb/BbKxY65ODE3J+7mxNycmIupzI461gn7WsS6EjIvY6bFoGEO0c7AmklIOeZXDHllA25xn4N/07rRaVy9pF+6qF04q577mWLmfeX0e5qZd3VzPzEsvGdeeM+y9J5t+afO1Z+ChYWF75ojM6/M7Hg347ybY+IYelAOtCfF4YcVfK9CPKqRj2rUo3rsUT3+WYN+3KAfN+nHTfrzZvyA2OeN2OcN6nGDfKJOPq6Tn9XIz2rkoxq1V6EebFH3N6m7pdhOMbZdiDXzsUYuVsvGatlYNROrZmK1TKyWjdWzsUYu1sxTO0Xqbom6Xybvb0bvbxIPNvEHm/i9cvhuMbRbQLcLwZ0CetBukYHtFtGdfHA7H2zmkGYOaeYCjWygkYWb2UAzC2/nAs0WuJmDm1kG1Ej7G2l/I+1rSTEFb0vKW0u6awl3NeGq0K6tuGMzZi9TtjJpLZKWYtRSICwFwlwgTC04w5iLGHMRQy6iz4Z12ZAujWoTiJqGlZRfQfnkpFcW9UoJrzTqlZI+KeWTxvxSyielfJJWZHvFhFuEu4RtAtwlOFAQ4C5B1C0kvSLKK4n5JQlYlg4qcqiqGNaUcO0modsi9VVKX2UWZGItrRX2uLERa6nHjMxqe5XSVyj9FqnbJHRlQlfGtWVcu0loNwndVlRXIXVVSl+j9LXYt1D6GqWrUboaU4HS1yh9JWrYxA2lsLEQMuZQYyZoSgVMtN8c95tjPjPltZAeC+m1UAyfmfabk7ApjZiyqCmPGYthfRnXbzLdiKhLYVUxpChgihwqzwalGUSSDkhSsIiR8AtpnyDm5VFuHunmki4u4eISzg3CySVdXNLNpdxcysOLeflxL5/2fT9BwidI+ARxL59y86IuLu7ghK1s1LIWMK3C+mXYsBwwLgeMK4hpFbWshW1s3MEhXVzKzaXcvJiHF/Py4l4efeBEcS+f6VvUuRGxs0PW9aB5NWhaRUwrAeNKwMg0uIwYVxDTasC4ymzcP1HQtBo0raLmVdSyilnWQtYWzLKGWdZC1vWwjR2xs3E7J+rkUB4u7eOnYGEmIMoFxXlUUsSkxRBDVjqsGJIVMWkBkxZQaY5ZdguI07AoDYvSAVEmIMoExFlEnAtK8qh0v51SSFoKyUqhdrOHtkvLIfEmJtzC+BWUW0XWqvBizTdT84xXHCNly3BBfzunHkgrBhLS23HxICUcpkSjtHQ8oZhKqWfT+sWseTnnYBe83JyPl/HxUl4e7eXFPFzKzSVdHMLBwR0cwsEhHJyok0O6NigXt33NmcEVMDcDI+4VxLx8ysunPHzKw6fcfNLDJ9180s2j3DzKzac8/JiXH/PyYx5+zMOPtQedcGxE7JyQdR0zrwaNSwH9AqSZ9akmvcoxt2zYKRqw8brN7Ov65cuaxYvKuTOyqQ+lE+9Lxk/LJ08rp06rZ07r5n5inH/XvPiebem971y1OBjNuxnH3UOz43Ycb+F71ehetZXFe3X6UT3xWTP5uJn8fLvli+3kFzvJL3aSX2zTjM+fTur440b8cSP+uB7fq8UfVuj7zl4WOKYK09vFRLOQaFj6WKD1M2JK1LKJWi7RyNHNPJ0QHAcATNrj97fi9zdjD7bIh5XowwpxfxO/W4rsFsPbhdB2IbSzrxjaLYZ2S6HdUmi3gG3n0e082swHm7lgIxdsZJFGFmnkkEYu2MwhTcu1/fMCAMAtYSMD1zNQPQPV01Dd2MECHe6Uv97KaH8j46unfbWUr5b0VJOeCu3ejLvKMWeJchRJeyFqK0StecKaJyw5wpIjzHnCksPNOdycx5dvAzAgN+UiplzEmA0b0yF9MqilA+oYrKIgJelXkn5F1CcnfQrSr4hBihikjPnllF9O+eSkTxb1SgmPlPBICI+EcIvxfS5RxC2KuEQRl4hwi6MeiaoDgI6pRECZCqpyIU3BfvskeFHsNouB2HMAACAASURBVFZipmrcXItb6u0F9AZtaSQsTdrSZAptDdpcp821uLkaa6/PREWi18DJFeFm1LhFGp3dAAAAei+OAgB6lw9+lfpE3NSIm/dVY5YKaSkTllLEmg/bspgtHbQlAnYassche8xvJ3120men/PaY3x6H7DRsTyH2DGrL28beAC+JHObNqKlCmjajxjKhK0W0hbCmEFbnMFUGVaSD8jQiTwVkyYA0FZAmIQntF8V8Is/UD8CPbriYJwwXn3Dxo25B1C0gPULKI4x5hb7pH4AjN30+UfwgfwvtF9F+Me0XJyBx3C+ivMKoW0C4eGE7F7VuIGY2ZFyDjWsB0zpiWkfMbMy6EXFwCRef9AhjPmGs3SDdbioBjfcCAI7c9Glvvg5+sKoW4E6mNQ5qYQct7KCZjZjX9wXN6wizxdRmZgctbNTCQa0czLYR+jb7RtjOPDbxou7RHgCOzS6lA9JMUJZDp27v3+o3Z8sR1ROO/pMAsG7OluRnAOuMNawshBR5VJ4NyjOILI3IMogsE5RlgrIcKs9jikJIWdo/Fldt4qpNXHWowYhqM6LaxFVbEXklLKuGxdWQsBrkVgOrVf9iVXPuJACDK+NZ/VhSPRJnf/R6u1+vdQ9EZXNx1WJSu5QyrmXW3gMAnJxZykOiLCRKQ6KkX0T7hDGvgHQLoi4e4eJFXbyomx9180m3gPIIYl5h3Cdkhi8BiRm0vusYeG5dJ/ZNP9c+1XOrWhHpecIz9YMnUcD6UOMVxXwi0sMMuiDi4Es/AeDlTpNpFdbf4Z8DrLPX3YoJp3TYLrxt5vUY1q9rlq8oF38unT0rnvxQMPaecOS0ePQd6fg7isnT6ul3dLOnDXM/MS++++xVi4M/AIC7GefdnOdewXe/BD8oIQ830Ydbob2tyF6F2KuSezVqrxbfq8f36olHjeRnzdTj7fTj7dQXO+kvdtNf7qa/3E1/tZv6cif15U7yy53kF9vJL7YT+wHNZPTjZuJxI/Gorp9ppeBxdSS5U0w2C6m4YMOTT9VyKfcAC4B+dy5Vz6Xq+VQzxDkFAABg0pF4UKEfVOIPKrG9CrVXIR9sRe9tEndLkZ1imLFbjOwWI7utQni3GN4phLbzWDOPNXJoI4c2skFGPRts5IKNXLBpucYC17xZpJFF6hnRGAuAE3NUGq6loWoaqqX10hNgxOCvpaF62t9oJbW/lvJVk95K0rvVSmRXkXIUSEc+assTthxuzeHWHG7J4ZZsxJxj4Cu3ARhQWHI4s8WUCRlSqD6B6GIBdQxWxyAVBalIv5LyKylIFYNVcVgVg5QxSEn5FZRfQfrkUZ886pURHmmLW4q7JbhbgrvEuFsScUsItyTqlZLantfBx7qAMo2qc2Ft3j54Erwo9pgrMUstbq3R1jptayRsjaS9mbS12ZtJezNl207ZtlO2ZtLWSNjqtLUat1Zi5i3KvEmKRa+Bk6viTdK0pb4IwEsSn6VGWxsJazP5HRJt0Njb4GW5z1aJ2bZIe5lwFHBHLuRMo84k4qIDrjjkovwu0ucifS7K74pBrhjE6QOgX+zMYs68ffwN8IrIadsirRXKskWaN6PGEq4vRLT5sCYXUmdQVTqoTCGKFKJIBuTJgJyGpHG/NOYTk97xbvCDFbWIcAkJl4BwCaNuEekWkR4R6RVTXrFn+jlwpNvrk8QO8rfE/RIaktCQNAFL435JzCcmPSLmw4naeIhlsBOAziV2wMRGzJyghYPZeBEnP+oWUj4xc3jcL6EhKSMBSfWdAAAAjnT7/BJNB3h9eolwCcIOPmbjYTYuauWi1o2gdSNo2Qha2ywMDmLmBC0bqJWLWrmYjYfZeCE7L+zgH8YLO/gRBx938hWXWtlybHY1jcizqCJv7RPIVWVcXVacBQAMK5knHu0WwZO8BgAArK75TZwneg0MydXFsDofUuVQZSbYhiqzqDKPKQthVTGi3sQ1m4R2i9BuRQ8gDqlEtRVCXcWV1Yi8FpZUUX4lMCM50urYwMp00jBJaSaImbNL7GlUOmvq+rcA/M0Se4lQr8Z060nzYD8AAICTc6sFRJoLSDMBaQqWJiBJ3C+mvCLSIyTdQtIjJD0iyiuivKKYTxTzieN+Cd0euyQsS8Kr7COgVyCNQ1LtTI/PL437V9eOAHCk2+OTUD4J5ZVQXoln+jlWx8RTdwLlk5BeMbHxYavTL181mddgw7JfOzr9Arg8PemUjtqEgyZur279hmqpQz7/c8nMOeHEz/ij7/NGTgtHT0tGTykmTimn3mFC2Tj/k2evWjw1X76bcd3Ne+8V/A+KgYfl4MNNbG8rvFfB96rRvRq1V4s9rMX2avRePfGokfpsO/14J/35TvqL3cyXu5kvdzNf3c18dTf91S4j9eVuO5pbc+fkF8yEupn8rJ7cqyUfkhvvgOPqSGqnlGoW0vV8upZLV3PpivkWC/S7s+laLl3Pp3yDLDDYP8ECk87kg0ryYZV+WKX3qrG9KvWwQt7fit4tE7ulyNPa0bxTCG8XQs081sgx0HoOrWeDdSagc2jDco0FrnkywXoWqWcCtYxolAVGjHA1BVdTUDUFkRtHQb+gmoJqaaiehuppqJaGqil/NeWvJL2bCU857i5SrgLpzJOOfNSeI2xZ3JaN2DIRSyZiyUTM2Yg5F7Hk8OWBdiLncXMuYs6ETWnMkAzqaEQbD2hisJqC1RSsjkHqGKyOwer4gaSm/ErSryR9iqhPHvXKo1454ZURXhnhlRIeKe6R4m4p7pYQXmnUK6P862tHQJ9QlUI12ZA2bx98A7wocpu3YtYqbavRtnrC3kjYm0l7M+lophzbbTtpx07KsZNybCcdzaSjnrDXaFs1bq1Qlk1SInoNnFyVbFGWivrnAHzipm31hK2ZtG+nvkOS4diGxt8Gr8ghZy3urMScZdJZJFz5sCuNuZNBNx1wx2A36fdEfd6oz0P6PRTkiUHcPgD6Je5syF2wT7wBXhG5HFuUvRqzVShLmTQVCUMhosuFtbmQJoOpU0FVClElEWUyoEwGFAlIHodkMb+U8klUV8Br08tRj5hwi6JucdQjJj1iZiGI+RA++Vi2xfxSRhyS0pAsAcsSsJxmGvRKom5RxCnE7PygZagTgM6ljYB5A7FwgxYuZudHnMKoR9w+XLZ/eAKWJw29x8HzfZ3Pg6M9fkgW438EftTtcosjTmHYwQ85+Jidj9l5TNqi32blYTYeZueH7PyQQxB2CCJOQcQpxF3CiEsYcQojTmHYKYg4BRGXkHCJCJeI9C6vHwHHZtfSQUUWVeZDqkJYXcK1ZWJ+CIBhlW4rqtuK6rZU5wDr/Eg3YHUvbEZ1keUfsrrmmaeQHKbOoKoMqsqi6iymzmHqfEhdjGhKhJY5lvkfpCqpr5L7/5KkY1QZUW2VUFcjylpYVkVFW4GNsn+15O4eAKB/ZY4yzkZ005h6Jqiag+ULvtVPjoB/v8BZC2vYUf2Gb/hvwSsf3voRODm3Xgwq8kF5BpGnA/IkLKMhacwvobziFp+Yamdo3N/+EwjLErAsGZAnjb3HWB/rYVkCltGQjIbkNCTzzzwPjvZ4/bKYX0r5pZRP6p15jtUxFfPLWiBZrHUXSaNeCeEW2yd+AF65brawA8ZVSL+kvfVvWWeuuWRjNtGQiduvXb+pWu6UzX8imTknnPyIP/ZT/ui7wtHWNFk+eUo1dUoz/Y5+7vSzVy1omqZpGoAFABZomgYA3MvtJzLaTmRir6qaYYGZ0d72030f1kw93s5EJp487s8Hsl/dy/7innmhPfl99xQAE8avdlNf7sLmU+16b2+UtlOfNVKP6qmHFPc0OK7G0zvlTLOYqecztXymmss6b7HALVM1m6nlMnXLLRbo95eMEyww6Uw9rCYfVpN7tcReTTfDAtMjPe0edMFlIiV+DZxcTpbx3RK+G1k+BV5ThSM7xch2IbxdCDcLoWY+1MiHGq103k/k6yxwzZsLNrLBegapZQKeWyzQL6zCc2+Bo9IAXA3MvQWOyAJQPQ3HeEfBidlYGqql+KMs8CZHu5nwlLWXWa9PhClnaPWV/QtyYlmWjdgy9tET4KVbN18GANxWrt4G4LbSWiCkgtcAAJ+YI+bAnRdbB1xboBHe+lFw7Oq5Y61NP2SbtHRA45v74X6zr89ymPUNVUd705E+l09O8D7er9PNV8QgpW/2BXD0VgDV5cL6gmPoJHhpqPslpsJbbHk94agnHd6+/YMuQWnnTlqlPL6/5RUF7GwkHXVo/K323ODk6+DkmnRL88l+pbc464rj4BRXuZNWKo+DU/2XTgEA+tk7gYlT+y3D+2UAejlV7WUALg92tbdc49KIdu0oeH1GS3h9UZ/PPXMEHDmy/wwLfjwVdk6dBD8a6m5d3jfXZJukuUSYrDf3K4F+iSYVVKfEZwA403e1fTaBPOaXxfgfAfCRyiclvVLSKyW13fuN9/Bk3pnnwZGPelqztufXdLKYX+abfX6/5WOz64mAApp/Hhz9uLc9uXttcjnsHLu+X+nla2Yb3zL2t+3fn1vXy+LwOvsoOHb14+MAgKszKYS9cRQcn2dD8y+Ao31+WB6HpnoA6OZKCbc44hLJLwFw6YMb7SZurAtCDkFo/YMnb/LT0bBDGHYK5e3J72s/eg6An6k8kqhH4pp68jC+rBFHPZKoRxLzrbKPgONz7ExQmcNU+bCmGNGWcF1ZeQ6wzjuj+q2oYYu8MwzAiNrg7gasnjtbpGHTNXgSvCh26osRXT7M4/8YvHHj7IlW4z8U2rUlXIevvLjfr7fWRbWYsRYTydpX9s3XXwTHBqmYoRYzuLvb9VhnnJikjPCL0Hre09sPQO/6Am6ZR41ziH4e0i56VUuq3n8HXrhiUHNQLTcivP46eI6jWuUeAScXOEVUlUeVuaAyE2RvHAXHr358rNXu8+s6aVzwEWB9pINkNCSj4aleAPqE8mRAkQwokogCnn+edW2a+WudDCiSAWUywGYfBcfn2DSsoGFFHJLHIYX/wLj3ChXMLhpWxCB5zC8jfTLn5HPglRs2GzdoXg8YVyD+z4+AtzbkEw7xsIV/S8/pUi93yhc+lc5eEE+dEU58IBh7XzT2nmT8J9KJ04qJd5RTp9RT7+hm33n2qgWTxQeAeznv/UJrEXlvK/SoEtmr4Hs19QwLANCD1elHDcMsC4Bx4+e72S92s1/czX55N0tMssApfuUeankHgEnTL+5lv0rx3gMATBi/3E3jEywwYfhyJ/3FDmw6BX6iDDxupj9rpPdaiZxhErmWM40w+XrLtJnObmWy1ax5lAXGrJntknGylcipvWryUS3xqKabZQEAuoNV8kFFPcUCYEh1b1M5yQKTDuJumUiJXwdDCma+vFPcz+UQo5lnYM081rRcZ4HrrUTOIrUM0krkwNxb4KgsANfSkOcW660NQz0DN5C5t0GnJwPVDJ0sAMDxaSLhdfayTq6riupLLPCKwGXPEfasc+wNAG4pbFnH6BsAgNdGUdyaJ1ZvA3BbJRW8BkDXapGw5hUXAbhoDBmSqD4Z1CeCfPZRwARxAuGxjwLw6gCEaGlEQwfUcVjtm30BgDMaSKXuBOBIn8evpCAl5VeQur7XwfOrOgXpV1D8MwCc0cGqRGCuH/yQa9tPZABeHyFiVnL9ZQA+8STsMfbL4Pg4nXJup11QPwD9nN2Mq02lPA5AP7uZYo8B8BZbUaPtFe0nAIA312WVuK2q+xSATz0JRzOlUB4Hp7jK3YxKdQIA8IoKce1k2OMAjBudO2nnTtq1k3btBCZOgVeUsLuRcFd1lwEAoItbwL0ZWQcAoFfoowQdAHQovH7Cp1s5Arr5fgri9wHQL/XlIt6Sc/okAOD1iWjcSbFfAeATB2mJrLwEwAVLRJ8L6zKycwD8kGvVpCXnAADg2lwKUemvAnC0zw8raJi9fgT0CmRxvyyu6zkGQK9AHodamPA9Nrseh9bXjwDQORWH5DQkpyEFDSuguecBOGNAlIH5FwAAx+bYNCT3zTwPwHPLKnHIMXYNgGtrAswmwNY/AOADuVNEeCTu6efAkV4/zGYfBQC8wDWr0kFVYP4F8Gp/IKiC518AR/uggJKGFb7Z50HHFOmVEh6J8jIAANzcEOMuseISAOBDuUsUcYkiTlHEKYqwPwTgB0sqkWPyOQB+pvJKSO/K6hEAwEcav5R68leHOXu3xyelfFIaWmMfBcfn2RlMlQupC2GNjYl81nlnVL8Z1W+RBmc3YPUsVSmjuwewepYrlJHZ+OaKoITrixE+/8cAgB8K7NpChCf4MQCv3cYJ/RZpqFDGKmUi114CrIueuMndA8CxYSpuqsWWRgAAx4apmIlafwkcG6RIbZVQu28C1o3JUlCQh9kZX18vAN3sxbB9AbHOQ6aRaSbhX7iiUrH92g1Et7D4Inh9dJl2rXGPgJMLG0VMXcDUOUydxTjcVwEAL3CMChpeZx8F4GgvBK8zCZsMKJLCj8GrfTCiTCHKFKJMB5WGq+DEAicdVKUQVcrcz0w8TixwUogqiaiSiCoRUCYCqiQDUUHzLwDWWUNrl4oOKGlYEYcUnunnwY9uOpyCkHUDNa8jxt5O8DfTnCmXbMwmvG3i9uhWr6uWrigWfi6dPSee+kg8+YF08n3Z5HuKqXeVk6dVU+9opt/Rzrzz9KrF/tT4oIUFwMyUH7YSOfyoEtmrEp/V1LMsMOOlP2vQnzWTReUJ8Da3vJv9Eh54Mkk+xa9k+O+BE5Z09hf3sr+4myEmWWDC+NVd48KhL84AGDc+bqYf1fcTOb1TYhI5W81lK9ms8xYLgBMSJOseYIEBU6PwrESu62ZZYMYd26tRD6tkVvo6eHMluxVFhllgSHlv06l5E0zY8V1mvlyK7BbtqpPtDgzKdg5+DWi9wQLX/XmsmWOWmE3yN8BbXGMtE6hn4FoGrmfghukq68RsPAM3swbFCTBmgry3WG/1d7wFrrgSvGEWGNK67D0s0M0uko5C1J6P2ixdLNC1lnOMvgFe5jutBcJaiK4OMh3oWi1FraWotYCbc/KL4MdDgZAhjelTGH/jVXB8npcM6lKoLiU5B8B5fVCbNA8ce3L5zurg2V4AeoWqOKyKwyoaVvlmXzh8iV9gm9SpoMZ0HZy4w89H9EXn0Enwktht3qIsFe/om+BlmV8uP3b4oBMTyYwryX0yzQf97KbxEgCXPElHLWGv0XLJMfDmuqxG22v6TwH41Jt0NFNK5XFwiqtiEvkUV9XOdM4EeEWJOHcyrp0Mk8g/YhK5prsMwGUH6S3g3kxIy3kVHJvTUhC/C4CbXAjXzrwGOlR+PwXxe1uJ7Cu5pk+CH0k8rmrcWfOPvwlelngkotfAG8vCQkSfC+uzIT73x+DEIi8jPQfAOSOqSQfVKfFZAM7oEVUyoITmXgBXZxIBBTT7PDjaBwUUiYAiASsSsMI/+3w7uNt7YUXS2PfkaQGcMaEqZOEF8Go/jCiTAQUNT/UA0MWV4K7xGwDcWBeGnULZpcPXE3ysDzCTYk4GVWest06AF7hWdQZTI/MvgKP9MKJMBJS0oe8Y+Fjjl1E+qeoKAFcmo15J1CuJartfA8+taMSEZ7zrSZvPrWhXVn8EXp9epfzSuF8aF3wEwEc6WK7rfOrsrdliAm71IYupcyFN4eAcGYA3VwRbqguAdcFFGfcTuUoZK5RxS3UBvD6IE/oSzhf+GJxc4hcjuhKuKylak+uKe/DN/bOxLnrjS6MAjGpNtbipFmeCeDgWF8meus1e6wljgmyAk4T6egDo4t7BXAsBx7zftuA1Lbn0K/Jb/x4A0LGwYbz9t+Clmw6rJO5a22ASOaQphtSFkDoX2uC9yuSpspW/rDMGRAHPv8AEsfEak7/KdFCVDqoyqMp0DZxY4GRQZgVGnUbVGXSD+yoArLNGVJ0OqlOIKhVUp4LqdMtcPwC3xOp0UJ0KqpKIKoGo6IDSN/M8ONLtdgtxBzdsY2Pmvmvgb+Z4Mz7lhEs6ZBX0mzg3dasd2qVLqoULyrmzypmPFLMfqmZ/qp59TzN9WjPzE83Mad3st1Ytvh3HNE0vLICFBfBP//RPD4qBvTL6aAt7VI18ViU+q6tmWWDWG3/cpD/fTpZVJ8Ap7maK/y4A84HcV/dyFc0b4B1+JX0gke+1E3nXuMAC8xDzjV/qi53UF9upx83U4URONwuZWi5TzWUqmcxm2jTMAsOm9pT5wM+0O7lXTTxJZE/8US22VyPz0tfBm6u5CvnQ1c0CXYijiwVuBjbxe2X8Xhm/W460lMIH7ZZCu8XQju0GC1yHCuh2Ht3OB5vo/NsAjJkDjUygkQ00MnAzAzczwnEWGDNBzSzsG2CBW7PyE0fkAZ38BBjhTL0JLjtol6OXBXrYpZijRNmLpN3WzQJdawXn6EnwstBlLUatJbKdyOATB2ktkdYiYS7gJnTpRQAAuHEnHRJwXwXHF/lpTJfGdGnpeQDOG9H5fgCOz3OTiCYpOgvAWT0y1wdAn6j117v19/xoPxRQJQLKJKJKBdXpoCaDajKycwCct0b0JefgSfCi2G3aosxb3pE3wcsyv0x+DLzFljeTzPKxczft3DVdAuAVNeLazbigWwD0s7cNlwC45E056gl7PSGXHWNWPOx1/acAfOpLObafzJGVqhNMwcloL1xcgp7MkV2NhKuVyFFPAfccSGSfqgOAy3zFFQA6+KTfR0G8PgD6Jd58xFtyTe0ncv1AIp9cFhZx5t+9BfwfgxN3+DnZOQDOmUPaLKbJSM4BcNaEqjKoKm3uPw5e4JqVrQ9tUJkKtiZQzIwVPlSe6Qfg+Dw7HVRlJGcAOGPG1OidH4JX+5GgKh1UJpHpXgB6+FLSM3ETgJscEe4SKS8DcHmc9EpiPhkNyZIBeQphc18FJxY4uZAavfPC03fzq30w0np2Pja7Hodk2k4AOqbizAqmrvt18NyabnXtCAAdkzGfNKZtbWHWhWlYloDlSeHHAHxsQBSGqwBcnWK+1TxAsd+HfEhdCGsKkXYiEzpHF2B1Lzq7nu4Xq2epShkq5J1hAIZV+jIhEL4GTi7zy7iuTLSXO8g7I+3Firr2wn4ij2mN9bixFjNSay+CY0NMIr+9LqiR2iqh2cKV5bA0jwrSCIeG+7oB6OLdwbyLiGceci56bUsu07JDNzXxQ3BkcGj2xac7dvIOtxjSFMOaQpjL/zF4Y5GTQZXpoDItPgNYZ0xBZcbSdwK8wJP0nQAv8CyqLNqSw1Sma+CNxY0cps6FGJpcSJOz3joBfsi3abKYJotpMpgmh2lau0JzAwAMyDTZkCaLaTKoOh1UpYIq/9zz4GiP1yci3TzCyYnY+q+Df7cgnAtoJn2KUbfktk3QY964bmJ36Fc+1S1d1C6e1S1+rF/8UD/3vn7uPf3cTwxz7xoXvvW/FvspfHDW/CSRS/DDTeTRJvZZNfxZrZXI4C12qZn4vGmYZ4F3VchX8AAL3CLuZn/BLFac4lXuWRZYAEyafnE3U1GfAKC1jkxMsADow9v/gPH5dvJxI/molnxIbpxmvtkrppqFVC2XrmbSlXR6y3iLBY5LkHQ1m67lUo18aqdoYL7Ze1iB9G+B0zL/ZzXNLAuAt1aLNepRTT3DAqelrr1K9GHFqXsTAADekTjub0bulcP3ypF7ZabwxP1y+F4pxLhrv84C1+EiultAd0ILpwAAA8LtXGAbnTsFjipReDsLb2ehBO8ouCXYzkI75g4WAODENJ32xjaOAABA70aFdm5pPmUBMKSxlyl72T32JgBDKmvJPXISvCR0W8qkpUyuDAEwpLI4ugF4fQQnzaWouUiYCrghJ7sAwHlziM/7MWgFSojHexWAG/MZ660T4IdcizqNqo3XAABnDUGV4RoA4IwhqEoxzP3HATg+z9mfEWQwdRbT5EJc/o/BoEJXdg6eBC+K3MYt0lTxDL8JXpL6LBT7ZQBeVkC27aR9J2XfSTuS3FfA8fFk2rGbWZ8AAPSv78BjbwPwNkfeTNqZRee32LJGwtbUfwrAp/6kfSclVx4Hp7iK3bRC1So4dtOOnZb1cQDGjY6dwPgp8IoScjYSzpr2EgDg5IqqEHFnZJcB+BHb6KUgb1Q7/RoAAPxoResl/d79b/byYXfJOXESvCLxOKoxe90/9iZ4SeIx46sv/b/t3flzG9edIPDHv2ertjaSk5rEknLYSlwzOzObxLLi2I5jWZJ1kTpJkRJviid4griJ+76vRuMiGg2g0TcukrgIgJR1Zj2TxKmt2q2trdlkf3gNEqQoH5mq3dQWWZ9idT+89/oA+qHR3e/7APjuil3Hx7Wc/FcAvLFk0bDS8wCcN0XUTHiNkZ4H4D1TWEWjKhpVGi+Bn4zNUabunwDwk9FZKqSgQgoSUQRHToJTN4KInETkwdET4NSNoEk4pGEpAM6Zwip0/CQA4KZESYUUwZETALyr9UuT3v5rAFybF2NuMTb/CwDAtUXh5j4RkJHI7MIp8JOxOTas2sOEVejYSXDqRjCkIBF5Nigjlt8Fb173BWTaCwCAE7M6adov1V4A4AdXvb6B6wBcX5KkfBLv0HcA+M6sFj6t8UtdQJY1XP8xAAC8a0DkpPhdAEC3WJZFZFlERiIyEpGTiJwKzS6eAm+Nz7FhJRdRcREVH1vjY2vwzt7ZyQXhufKEpoRp4XXkEnwOPaFdn3qj6+poPr6wcgaArvO2uDofXxCfAV1XR4vOW2fBd6Uu3UZS57wGQNf77uSy9IcA/Og2huk2VL8CAE5rk1PfBeANiWOtGFfmY3IuvEqjiwQyiwduXAXgytIY6h1FPMN+56jXNuYyPbKvfPx9AD6ZEAUMCyHDUswiTjqnRPA6clhluQS6Lg9zEdHyaQC63jOhChqdXTwFui4N0qiCQRWmSwAA0HVpiEGVDKqEPWaZsBIdO9l1eYgJqxj4RkRUbFgVHn8DdL1nhhNnboYja2yb+TIAXefNkTVG8h7oOg8/RVRIY4mikwAAHKBJREFUGRg5AU5d8/nEuGcp6ZpPKD850/X3MtMoqhsMrt33yu+4V7sdS1dsC5esc781zXxknH7f9OicceKXxomfGyf+2TjxT8bxfzKN/+PhqxaHzos7/eUvf2nxvp1cYLeAPi5GHm/EPt9UDneBf/hZ++fHfd2zWvZ5nSyo2tf6AQDvzBe3yRfZhX8U5rtH+rtAv/Z5LfO8phvpONsd8qQfb+09/Qb/bnhYv+yt/fm7eqJEEhtUZpPOlJlMldMOdIEBW6pV9Gh/Cv5e4oYt8t//tH0f4Z5itxTfLcV2inF69QwAp9WxaCMfbeQjUPOwcDMfbubQRg5t2C51rss7Swahpx86/A54UxnyVWlvhfJWkcF3wCc+2lulFu53gZ/Nr1WyrrLu4y4AejX2jbStlLKuz+z/5D87LSkkzXnXvbPge2KXKY+ZCtjkHQDuqowFbHX1hwCA74kn329nf2PJomHhLZTT7ft4p3vQyBoTXqMl73Ws4DlDSEmGZudPtRNOdSPwNzXYTwmhSnhXPTx+Enw2krPdeht8V+zQFhK6ouvOWfA9iduwia92Xrj4mUhWI6z+7o5Fdc9UCXNF276P96MP+34EfjYrKafNZe2HAHzozZirhFT5Y/DOvKyWlSl/DN4RyWqEtUZM39/bnyIZjDDlgzVfn9lY+wiAv3v7THshYkcm6MD9Dsyrmvw+AD8YcHmdSZ8D9zt8I38HAACn+6M22CJbS0nLpqf3p+B7EpehkNDbOs7vbss1fEzDyc4DcN4SVXPRNU52HoD3LBEVG1GxESUrPQdOd4fDSkZ6bq/ULYkiNHoSnLoRCsnpkDw0egKcuoGiCkaynweAc5aIMjJ+Epw+2f6Qnpg3yrIBaSYg8Q19BwDYeq4euHRw8UG7NZxlI0quQ3j8JDh1A0XldEhOIXISedADTswbZPqLALx5on215F19UEoEpIT+Wsf1kxPzBmk2OLP37t+89C4A7xpDcjokN17qWPqlh3RIbupMAeC2TBmb2P+cdF0ZKcTXiuvqYkJdSqhLCY3zKui6NlpqPyNRdN4823XeHl9YPQPOnml/LH94cx0WUZ7fr7rrV25Ms4GN3hPmv3vv6hvgR7cwTLOBLUr279KCt8cf0aER0SnQ8fcfxrTD4t/uz//g3kO/cS5omkdNS3HbCu6aFL0J3h6d48NK62XQdXkoF51bOQ3eOt3eltM3wmEFC0nOAQBuyxRcRMFFhEQuouAs3W91vWeJKLnI0O39Rb2xYlXxUVVk4iQ4czMaFS2f2X9JbFvLRdd42Xug67wlqmKlnYch6Pq0L+NZ8D74j12/6cas4+um4ahuIKTuDSpu+aXXPeLP3MsXHQsfO+Y+cMy9b585b585Z5/5pX36F/apnzumf374qgW8jvxqcwyvIzc5b4v37+SR3SL6uBh5sqEY7gLDnuSzSupZNf2smnlWI57Xs9CLA4gXNeJ5jXhe85veAeC+5nkl9aySegYfSS7jT8upz7fwxxv4TinVKuLNPF7PpWo8XmFTZTq1Sac2qNQGlSplUxtUapNObdGpMoNXWbzOJxv5ZKuQ3Cliu8XEbkk11AWGnOufl+K7pfjjUmy3FNstxnaKUWb1DHh7nM5HmjnY7IZb+Q6wR3gOCjVzoWYOafJIkw9u88FtNrDNBrZZf5311RlfnfbWaW+N9kD+m13vLKxVKVeVdFayznLWUSYcWxn7VsYKnxLbwC0l3FxMmotJGPvCWMAMBcxQTAgKmKGQ0MNoGPmELr+uzcU1fEzNxdTwt9jSafDWuIgVGhHhm3zvex4+HEqHFFRITofkdEhBo3IqJKdCchg3A2JQOYMqGPgBjQzdBidXLKpcTJWPqfNxTXFdU0xoS5h2A/bTww1bKWM5baxkTAcZBWlBOSWopNqJGaFUte2I4sKsuZIxb6XMm7i5pPoQgA9tcQsXtdBhaxaxEkFrym/FfbLpH4AfDspxny3ls6b9ViJopVArE7HyMUs+bi4mzCXMuJE0biQNJUxfTGiL65o8FNfk4+ocFBOCQO3hIzAa1NzKaXBbquDCCjYs34fKWVTOoMKEICznOvBheXT8JDh9IxyGmWU0Im2HKFkl/PuygdVsUEIhEhqR0iEpg8pYVA5bBy6i4CJyrr1cBpUxqAzGpQqNnAAXHxgvAnDxAYVIKUTSJqWCEiq4NyuhESkEY1qhYycAeNeMylhYWxuLyjo3hI/I+Yg8F1HkoopcVJGPKWCHjkJcWYwri3FVcV1VOqi4rirGVY4r4Ozk0OoZcHZyrp356PyHyjqvAPDDngScjSsLMXk+Ks1FJGx4mQotEMgsHpjEAhPrgfG4fzTqHwl7RxDXWMA+4TNP+szTQfMsahZFLAvr9uWUW0z6JGxIxofluTDcitmV0+DsxBzcLgHcTOm7oOuctTNdMLt8GtyRKfiIIicEAxD6tuRiylxMlYsp8zGVIN7+H1flhU+RMhdV8VElF1GwqIwJSejgCukfFf0AdC9Mpx2PcOtowvQgruuLqO+gyh5EdjUgueQTX/Au/8az+KF34deehV955t/zis55ROe8ondfF9fiQHMM/xqMs8l6mryvlQvs5pHHxfDnJdlQFxhyJZ6WsWcV/Fk19ayafl7LHJRu/08/r6afZWb/MwDDXvxZBX9aTj4tJ59uYU+2sCeb2OebQkfqVgFr5LHtHFbjsCqLlRmsTGNbNLZJYZsUtkVjZQor01iFTtTYxDaXaOTWW/l4Kx/fKcR2i/KhLjDoiD4uRh+XIo+Lkd1iZKcQ3slLBrvAQxvayoVauVCTR1o5pJVDWvn2xMHgRzB2XYPzNzh/g/M1WF+D8W0z3m3as02767S7TrlqlLNGOmuks5Z1VLP2KmGrELYyYS0T1nLaspU2wwByG7jQw62UNBQxfRHTFxO6Nm1xHTaFmr1H6PNxtfBmR5V8RMlFFFxkdvk0eGt8Fh6xe80BG4aHrowJyeiQtH1MSjrszzIdhysLoTIuLOMj8lxEno8q8jF4RK2VEuoNTL2BaTaTWhi3uozryqlX4K+xnweGw9YfUbYjTzml38L1G5i+pHwfgF/bYgYuYmRQI4UYs0ETETCllz8A4AOtz5T2mzJ+ExEwkYiRDhnZsDEXNeZj+mJcX0roNjDdBgZP4tRC9NT4mhCCI6bKtzuP5aPKPIy/EZXnIvJcRJYLy4RewkJfYSmHSriQhAtJ2FfAdA7dFxk7AU5djaCrbAjG04CB/cRkQEwGVsjACuxqTMFOxrCfMbLKhla5kIRDO5cr4VC4lFU2tMqEVhlEqM10EYCL/QwiZhAx3QFm2MMiwjqwocmlUwBc6udCq684sP6wh3QuLMQBzwtk+aisEJUVYrLiUQpQdEZ8GpydmCkckVnedrBg9MFdAH76aKY9K81HVnNhMY8us6FFChERwelU4BHuH8f8Ywn/aNw/EvOORNxjqGMcsT5CrFNh63TEOhe3zmOOhbR7mfKtsMgqH1rNoZJcWJqPTItPg7MT0zm4UfumV06Ds+OvpktzYWnOfO1tcEJsgTtBlovI8lFZPiLLR2T5KAyYrijE5MWYvBBTFGOKYlxZiCkKMfgFJs/HFPmoIheR8WEJFxKzyJLxU9B14Rbpmcq6JjL2EdzyADP2revuxtQ9EdU1VH4ZkV5AVj8OrvwmuPxBcPn9wNKvgkvnA4vnA4vnAQDg4AkygA8j750aw8Q6admm7A3a2WRdLc67k/Pv5oOPC5KhLjDkjD3ZiD/dgu1y8lkFf1Xs/v4FgH+Qu55uJZ5sJp5srj9pRyD6vBT/vBTfLcZgvKFmLrbNx+pcrMbEKkysQscqVKzcVqFiFTpWZaI1JrLNRRpcpMmHW3y4lUN385LBLjBoD+3mQ7uF0G4htJtHGPEpAAC4vdziA03eD8OHNjl/k/e3OH+L97U4b5P3tjhBk/M2OU+T9TRZ9164523auU05tilH+w6VrUZYq4QFnuVVYCfjlLGcMpRxwyau20zqNpO6jaQWthGlhLq4ri6urxXj7Ug9MWUhpizAs5J2G5GPyPMRGR+R8mEpjwpHKReaXD4F3hqd5EJiLiRmIUTMImImuMIEV+jgMh1cpgPLVGCJDixTwWUquEwFlin/Eu1fogJLVGCZCizTgWXav0QHlujgEhNcZoLLDLLChsRcSMyhq3x4NReR5KPSQkxWjMlLcXlpXbGxrmiP+aLaTKi2MDgKzGtgqq1OSVU5qdpKHkjcxA4X2cRUGwlVKb5WVJwH4LwtouZQNRNSU4iaCi7OvwkAAN1LGsKvIfyarF9D+jVUUMOE1Byq5iPqXGStEFMV46pSXFWKK0tCGCN5R6MgL0Rl+ehecyPNRyRQLrzKo2I+JIYR7GD4Oja4zAaXvrnwyH8Cb14Od4TUoQOLlH9hD+lfIH1wepHyL9L+vTg7S2xwiYP1HIjps3iI6VMAPr3HdIbpOTKaz8o/7/94fvNyJLjEIUcSovQJmxxa5vegHXH70OU8uiIIr+TDK/uzgomVU+Ds2MSBxPARYmP7XZC7LvXlhcqXc+gyH1rkkAUuOM8E58jAdNY/mfaNp3xjuHck6R3BvEMJz3DcNRKzj0Vs4xHrRMw6GbdOJ2wzuH0u4xKR3gUmsMgFlzgEhhIcXzkF3h4d5zs3avW/AADA6c+inYlfAV3JoeIcKs6FxfnIaj6yWmgrRlaLEUkxKoH/C1FJISqBeXJhcQ5d4ZFFLiBi/bO0d4pyTZDOEcI2mLH0p4y9mP5WQtO9vnYtpvwsKr8Yln4Slv4GXf0IXf0AFf8aFf8aXfk1Kn4fvPpXTq51NtMAgFrGUM+at0lrg7Q1aEeTcbVYzw68ppwP7hZCj4vhz0uRJxvRJxuxp5vxttieJxuxJxuxz6FSRFAMP+4I1LkLT1d5pMEjDRbZZpAajdQopEIhFRKpkEglCwUrZKBCBitkoEYFalSgTge2mUCD8TcZX5PztTif0LaynhbrabKeFrsXTd/ZoJ0Nqo12CCh7g7Y3KHuDsjUo2zZl3aas26S13h4SpZaBjNWMsZo2VFOGSkpfTmm3cO1WUrOVXNsUBiVRbSSUG7BdgM1BVFaMSgtR6V4TkAuv5tBVHhXz6AofWjk4FskiiyyywQU2uMAE5pnAPO2fp/0i2ieifXO0b446bJb0CgOUHDSd9Uxn3dOEezormMm6prOuvdnprGeG3OOdEaIkB0RscJ5DFnhkMRdayqPLhfBKMbxSjKwUI+KvEhWXBKsHxDpnxcXo0QWLkdVCeDWPrvLoKo+sssFVJiCh/BLKJyF9kqxXmvVIs14B6ZNQPgkTkDBBCQfPj0KreVRcCIsL4ZUCulJAV/aO+Ty6nEeX8uhSPrSUCy3lkKUcssgjizyywCPzfHCehfGgfbO0b5b2zVDeGcozDZFHoY5CeqYozxTlmSI9U6RnKuuZyrqnDoSj3A9QOZV1T2WFnB2VeNs803v1HEJ9Be9he7GnD/PN0AeiWh/GvoLzzXCBGS4ww/ln2Nfg/O08r9jLw/g7FgFTfNOMb4rxTdHeR6RnIusZy7hHU64h3DWIux4mnQ+TzgHM+SBhfxi3DsbMQzHzcNw8kjCPYuYx3Dqetj/KOicpzxTthUG3D6zSoc35ik0W+Dt2gn8WBgTnA3N8QMQHRTwyn0NEOWQeyiPzeWQhjyzkYUponkdEfGCO80+z3knG84h2j9LOYdI+mLX2Z8y9acMdXNeT1FzH1FfWVZfjyosxxScx2ccx6cdR6Ucx6YdRyYdRyQdRyQegjKnKmGoLU5UxVTkpgGPrCYM5pXXVtL6WNtQJUz1r2aZsDdreYODJMmyX/bv5wG4++DiPPC6EHhfQx8WDChAiyAd388HdXHA3F9jh/TvtkPYtztdkPQ3Gs8146pSnDqMYZz1ViPBUCHeZcFcId4VwVQXOWtZZzzrrpLNOCeewe0OWbFO2bRhfn7Rsk5Z61twebspcJ8w1wlwnTDXC2GaoZQy1jL6W0dcyulpaV01B2mpKW0mqK0l1BVOXsbUyptpKKLcSyo112UZcthGTluBgfdFV2Cjk0ZUcupwLLfKh9sEfnOeCIi4g4vwi1jfH+uZY3yx872nvDO2dprzw0JqkPJOUew+Mv97mGIcyjrGMYyxjh0Yz9tGMbTRjG03bRvak9liH20ZS1o70dra0bSRjHyUco4RzLOuaoNwTlOcR45lkvJOsb4rzz/CBGT4wwwdn+eBsLjgnQOZyyFxeIDpSISQqhI5Ih2VziCgfnINyQREfFPFBERcQsX4R4xPRXhHl2TNPuuez7nnSI6A8ItorYrwi1idifSLOL+IDova6zUJwhfnArLD+gRneP8P5ZjjfNOebYn1TrG+S8U7SnkeUe4J0jWedY4RzlHCMEo5Rwj5K2EcyNmj4VYR9hLAPCzrTbcMZ21Cn9EEHXt2rwT7SYZiwvYb962Ud+8j9sV1GvyHqdVz/PvtVjbQJsyQcWcYxRDgGM/YHadtAynYft91P2vqStj7M1odZ+xKWvnXz/bjp/rqxf904kDDC6PiDKctQxjaUtQ+TjhFyr84jFvqNdZZyjdHucdo9TnsmGM8E65lgvY9Y7yTre8T5JjnfJH8Q63vEeicYzxjtHqFdQ5RjkLQPZK19hPle2ng7ZejBddeTmqvJtcvY2sWE8tN1xScJ+W/X5R+vy38Tl0EfxWUfgUpSVUmqKsm1fTikrqbU1ZSmltZWU7paWl/PGOqEaTtr2SatDQqeLDubrKvFuluce4f37PDenZxvl/e/wgft8F4B52lx7hbrbrLuJuNqMs4m7YTnqtuUvU7a61l7jbALoz0Rtiphq2aslbSgmjZX0+ZK2lzNdCDMNcJUI0w1wljPGOoZQy1jqMHxWNP6alpoW6spTTWlqeKaKq7usFbBVYKkspxUlDFFOaHYSsi3EvKtdenWunQzLtmMSTZjko2oeCOyUoqsFCPLRXSxEFooIAs5ZJ4Pwm/UWd4/y/tnOP8065tivPCwn6Q9j2j3BO0ep9pDJcE3nnSMkI6RrH2IgGxDhG2IsA4S1sGM9WHG+jBteZi2PIBS5gF8Xz9u7oeDGOGmftx0H0oa2wx9EHa0XszYixl7MUNv0tiHm+7jpv6UeSBtGSCsDwj7YNY+RDqGaOcw7Rph3KOse4z1jLGeMc4zxnnHId63Z+Lb6CjiHYc4+KF3TzDuCRraH2jqEel8RDofUW20a4J2TdDuCcY9wbgnWM8E5xnfq4r3jvPeMYjzCqvNesZY9xjjHmXcIxDtGqadQ5R9iLQ/zNoeENYBwjKQMfenzfdTpj4IN/Xhxt6jwVdNvYLXZTu67BH2Fvo1zH0pOJjh18mY+zLm+4cQkOWvYv1rfVW1fYSlrz1I472U+S5uvgMlzbeT5ttJ023MeDthuLOuv5PQ30no72L6u5j+Hm7oxY1wgMe+o9fwm25XfwdYtp+w9mdtA1nbAGmHHlD2h7RjkHYO0s5B2jXEuIYY9xDjHmLdwxDjGmIcg7TjIW0foGz3SVtf1nIva75DmG5lDD1p/Y2U9iquuZJUX8LWLmKqC5jyE0zxW0wJfdKe+C2optQdOtopoTnW1NO6elpXz+jrGcM2YdjOGBqEqUGaG6SlSVmbtLVF21qMvcU4Woxjh3XusM4d1rXDunZY5w4jaAkcLcbRoh0t2tGk7U3a3qRtDcraoKzbpGWbNG3D0VQzplrG2B4vtd2kpiDhvLWCayu4tprSVHFtBRca2Rp+oKmtJNcqSVUlqawklZWkopJUlDF5GZNXEvJyQl5OyMoJGWxty+uS8rpkKy7eiom3YiubUHRlM7qyGVnejCxtRpY20IUNdL6EigroXCE0WwjN5oPTucB0zj/J+yY53yPWO854hGOedo3QrmHaMUQ5hijHIOV4SDoeZu0PsvaBrG0gax0grAOEpZ8w38+Y76dNvW330sZ7KePdlPEubthzBzfcSeqh/fGhMa0gob0Jre/R9HTo7hQ/qJ3es67pTmh7MN2tpP42briTNt5Nm+5lzL2EpY+09VP2AdoBPaAdDxjnw0NYyPWqwaMSOzI7B4WyjoeM4yHjeEjvsb/OA7ganRjn6wwwzgHGsY92DNCOftreT9nuk7b7WUsfYb6XNt1NG++mDHdww21cfyupu4lpezBtT0LTk9B0vw6m6ca03ZhG8BU5DxfUHiGp7U5qe76RA8OB9+C6ntTr6HvS387NwwyvMH5LB4r3vFJhT1t3St+d0nfj+m5cfwPX30jugQOca2907Cg4/HlPSt9zoM6vWvSrS3xVZ/FbadPtjOk2YbpDmO5kzXezlruk9R5lvUdZeylbL23ro+0dbL20rZey9lKWu6TlDmm+nTXdzJpuEsbujP56Rn8to72S1n6W1lxKqS+m1BdTa5/iaxdw1QVc9Ulq7UJq7UJKfSGlvgDqaW09o92G0trtdHt6D6HbJvQNQt8gDA1C38gaGlljkzQ2SVOTNDcpc4uytGhLi7YKGNtrWFuMtUVbW5S1RVmalLlJmpuUqUkam6ShkTU0CH0jo9vO6OppbT2tqac1tZSmhqtruLqGr1XxtWoSUrUpD8PkVUxeTcormKyCySqYtJKQVhLScrvNLa+vltdXt+Liclxcjq1sxVe2YitbseWt6NJmdHEzurgZWdiMzG+GRZuoaBMVbaBzG+hcKTRbCs2WQjMlZLqITBUCk4XARME/kfeN57xjvGeUc4+wrmHGOcQ4HzKOB7RjgLb30/b7lPU+CVn6spZewtxLmO8RxruE8U7GeCtjuJUx3MwYbsKDAdf34PpuXNedPOBGUgtdT2quJTXXMM01TH0VSgiuQOtrV9ZVnS6vqy7HIeXl2GvEIdVn62tXEmtXMfXVpPZ6UncjpetOG3oyxptZ823Scoey3qWt92jbPcbWy9ihvkPYVzmOSjyYgXEcrkdg20fvT/d2rMC3YWuz3mNsd2nrXcp6h7LcJs23sqabGUN3Wt+d0t3AddeT2mtJzdWk5iqmvoKpryTWPtunOhqmupzY05n/9TBIfVjyG7mS1BwNf5X2SurbufrV0rq/RuoVR6VfgXDtns/2ppPaK0lt50vtVeqoLa27mtZd25PSvs7rtq4jj+56Wnc9o7uR0XcT+m5Cf4MwdJPGbtLUQ5l6KNNNynyTNt+iLQLKcosy36TNN2nzTcrUQxm7SWM3abxBGq9njdeyhquE/gqh/4zQXyZ0nxG6yxktdKnD5Yz2Mvjji8pX+PII1S9fVL98KfjTy+qfXla/fFk75E9H+fJl7csXULWt8uXzypfPK398XvnyefmPz8t/fFb+47Otts0/PO20cdiTTqU/PCn9/knpD4Li7/cVDsr//kn+958f9Dj3+8e5f4V2+TbuX3e5f4F22H/ZYb/YYb7YYb5oMV+06C9a9BdN6osm+V8b5O8a5O8a2ZfbxMtt4mU987KeeVHPvKinX9Sg1Ita6nk19byael7BofaDKElBGcKelbGnBySebiWebiWeHGFdsPmq+AEb30C77NOtxNNy4lkZe1ZJPq8kX1TxF1X8ZS0lqKdf1tO/+3qZ322/Rj3z9a8e7Zss9+u9rKf2N6eGv6jiL6rJ5xVh5z8rJ5619/nTo/fta3byvq8ute/pIVv/Ls9ep/xtJf5/9y02/3kFwp5XsBdV7EU1+aKafFFLvqwlX9bwo1WTHbAXNexlDXtZ/UbAp7/4/mG/PPaVXt1jx77Wkbvu//lbefzuH/u/4Nt8wMCf//yXY8eOHTv2twD82//+87Fjx44d+1sA/sf//Ldjx44dO/a3APy3//6/jh07duzY34L/A01FkqW0ZDKFAAAAAElFTkSuQmCC" alt="" />

import pickle   #导入pickle模块

man = []
other = [] try:
data = open('sketch.txt') for each_line in data:
try:
(role, line_spoken) = each_line.split(':')
line_spoken = line_spoken.strip()
if role == 'Man':
man.append(line_spoken)
elif role == 'Other Man':
other.append(line_spoken)
else:
pass
except ValueError:
pass data.close()
except IOError:
print('The datafile is missing!') try:
with open('man_data.txt', 'wb') as man_file, open('other_data.txt', 'wb') as other_file: #“b”使用二进制模式访问
pickle.dump(man, file=man_file) #将print_lol()替换为pickle.dump(),使用dump将列表数据保存到文件中
pickle.dump(other, file=other_file)
except IOError as err:
print('File error: ' + str(err))
except pickle.PickleError as perr: #处理pickle模块的PickleError类型异常
print('Pickling error: ' + str(perr))
>>>
===== RESTART: D:\workspace\headfirstpython\chapter4\page134\page134.py =====
>>>

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" 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*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" alt="" />

可以看出数据被进行了腌制。

pickle模块使用了一种定制的二进制格式(这称为他的协议),不用担心,他本来就这样!

import pickle
import page128
new_man=[] try:
with open('man_data.txt', 'rb') as man_file:
new_man = pickle.load(man_file) #数据被解腌制,并赋至new_man列表,后面的程序就可以直接使用new_man
except IOError as err:
print('File error: ' + str(err))
except pickle.PickleError as perr: #处理pickle模块的PickleError类型异常
print('Pickling error: ' + str(perr)) print('打印解腌制数据new_man列表的内容')
page128.print_lol(new_man)
print('打印解腌制数据new_man列表的第一句')
print(new_man[0]) #第一句
print('打印解腌制数据new_man列表的最后一句')
print(new_man[-1]) #最后一句
>>>
= RESTART: D:\workspace\headfirstpython\chapter4\page134\test-pickle-load.py =
打印解腌制数据new_man列表的内容
Is this the right room for an argument?
No you haven't!
When?
No you didn't!
You didn't!
You did not!
Ah! (taking out his wallet and paying) Just the five minutes.
You most certainly did not!
Oh no you didn't!
Oh no you didn't!
Oh look, this isn't an argument!
No it isn't!
It's just contradiction!
It IS!
You just contradicted me!
You DID!
You did just then!
(exasperated) Oh, this is futile!!
Yes it is!
打印解腌制数据new_man列表的第一句
Is this the right room for an argument?
打印解腌制数据new_man列表的最后一句
Yes it is!
>>>

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" alt="" />

Python负责你的文件I/O细节,这样就可以重点关注你的代码需要做什么。

使用pickle的通用文件I/O才是上策!!!

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