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Example Analysis of python scripting language as a tool for converting data

2025-01-17 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Development >

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Python scripting language as a tool to convert data example analysis, many novices are not very clear about this, in order to help you solve this problem, the following editor will explain in detail for you, people with this need can come to learn, I hope you can get something.

It is said that python is an interpretive language, which means to read one line and execute one line. Now there is a python program in front of you. Its function is to "convert a csv file name and its contents into multiple linux directory structures with contents as directories." This paragraph should be relatively modeled, and it will be easy to understand with a specific example. Here, suppose there is such a small demand: there is a compressed file JiangSu-1949-10-01-HumanScience.csv.gz, which contains a detailed list of humanities universities established in Jiangsu Province before October 1, 1949, and needs to be converted into a set of folders. Each folder separately stores a university details contained in the signed university general record. (note:

The following is only a sample python that implements this small requirement, and the parameter file is JiangSu-1949-10-01-HumanScience.csv.gz)

#! / usr/bin/pythonimport csv, gzip, os, sys, redef ResolveUnivercity (TotalUniversities, pattern): SpecifiedUnivercity = pattern.search (TotalUniversities)

If SpecifiedUnivercity is None:

Return None

Return SpecifiedUnivercity.groups ()

Def TransformData (TotalUniversities, RootUnivercity_Path, pattern):

SpecifiedUniversity = ResolveUnivercity (TotalUniversities, pattern)

If SpecifiedUniversity is None:

Print 'Cannot resolved TotalUniversities file'

Return 1

Else:

Print 'UniversityName: [% s] Born: [% s-%s-%s] Area: [% s]'% SpecifiedUniversity

If not SpecifiedUniversity [4] in ["NatureScience", "HumanScience"]:

Print "system only analyze Nature or Human Science"

Return 1

If RootUnivercity_Path is None:

RootUnivercity_Path ='% s'% SpecifiedUniversity [0]

Gfile = gzip.open (TotalUniversities, "rb")

Rownum = 0

HasNext = False

SpecifiedUnivercity_Content = {}

SpecifiedUnivercity_DetailContent = None

For row in csv.reader (gfile):

If rownum = = 0:

Header = row

Else:

SpecifiedUniversity_Name = row [0]

If len (SpecifiedUniversity_Name) > 0:

HasNext = True

If SpecifiedUnivercity_Content.has_key (SpecifiedUniversity_Name):

SpecifiedUnivercity_DetailContent = SpecifiedUnivercity_ content [SpecifiedUniversity _ Name] [1]

Else:

Rownum = 0

# create new file

SpecifiedUniversity_File ='% sails% slots% s.csv'% (SpecifiedUniversity [0], SpecifiedUniversity_Name, SpecifiedUniversity [2])

AbsolutePath = os.path.join (RootUnivercity_Path, SpecifiedUniversity_Name)

AbsolutePathName = os.path.join (AbsolutePath, SpecifiedUniversity_File)

If not os.path.exists (AbsolutePath):

Os.makedirs (AbsolutePath, 0777)

Outfile = open (AbsolutePathName, 'wb')

SpecifiedUnivercity_DetailContent = csv.writer (outfile, Token=',')

# insert into SpecifiedUniversity

SpecifiedUnivercity_ content [SpecifiedUniversity _ Name] = [outfile, SpecifiedUnivercity_DetailContent, False]

Else:

HasNext = False

If SpecifiedUnivercity_DetailContent is not None:

SpecifiedUnivercity_DetailContent.writerow (row)

Else:

Print "row d has no owner file" rownum

Rownum + = 1

Gfile.close ()

For key in SpecifiedUnivercity_Content.keys ():

SpecifiedUnivercity_ content.close ()

SpecifiedUnivercity_ content.close ()

If _ name__ = = "_ _ main__":

# JiangSu-1949-10-01-HumanScience.csv.gz

ResolvedSpecofiedUnivercity = re.compile (r'(/ w {2,})-(/ d {4})-(/ d {2})-(/ d {2})-(/ w {1,}) /.')

For file in sys.argv [1:]:

TransformData (file, None, ResolvedSpecofiedUnivercity)

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