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find_licenseNames_from_dic4.py
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# coding: UTF-8
# http://tadaoyamaoka.hatenablog.com/entry/2017/04/29/122128 学習済みモデルを使用して文の類似度を測る
# http://stmind.hatenablog.com/?page=1384701545
import os
import io
import sys
import gensim
import glob
import fileinput
import re
import csv
# https://chardet.readthedocs.io/en/latest/usage.html#example-using-the-detect-function
from chardet.universaldetector import UniversalDetector
# 以下はpom.xml読みこみ用
import xml
import xml.etree.ElementTree as ET
# 以下はpackage.json読みこみ用
import json
# 以下は、ライセンス名の 名寄せ用
from classPathMatcher import ClassPathMatcher # current module
from licenses_names import ProgramId2License # current module
from licenses_names import load_license_alias # current module
from licenses_names import licName2Short # current module
# license naOme spaceのソート順を、licenses_namesでの標準とは変える
licenseSortOrder = {'spdx': 1, 'OSI': 1, 'FSF': 1, 'calculate-Linux':4, 'Approved': 5 , 'Considered':6, 'research': 7, '': 8}
# カスタマイズ可能項目の設定
topN = 3 # 最大出力するライセンス名の個数
# model.docvecs.most_similarの類似度の下限。 node_modules\escape-string-regexp\readme.mdの類似度より大きな値
similarl_low = 0.63
# [spdx/BSD-2-Clauseとspdx/BSD-3-Clause-Clear]が候補になった場合、類似度の比率で、カットオフする閾値
similarl_cutoff = 0.95
projectArtifactId_pattern = re.compile(r'[\/\\]((?:(?![_-][VR]e?r?v?\d|\d\.|\.jar|\.war|\.zip|META-INF)[\w\d\.#@+_-])+)(?:(?:[_-](?:[V]e?r?|[R]e?v?|(?=\d)))(\d+(?:(?!\.(?:jar|war|zip))[\w\d\.@+_-]+)*))?(?:\.jar#?|\.war#?|\.zip#?|#)(?=[\/\\])|(?:^|(?:^|[\/\\])(node_modules|pkgs|site-packages|vendor|plugins|eclipse[\w\d\-\_]*[\\\/]features|(?:Library|lib)(?:share|common)?)[\/\\])(?!(?:node_modules|pkgs|site-packages|Library|lib|vendor|plugins|legal|licenses?)[\\\/])((?:(??\d)[\w\d\.#@+_-])+)(?:(?:[_-](?:[V]e?r?|[R]e?v?|(?=\d)))(\d+[\w\d\.#@+_-]*))?(?=[\/\\])|META-INF\\maven\\([^\\]+)\\([^\\]+)\\(?:[^\\]+$)|(?:(?:^|[\\\/])(?:legal|licenses?)[\\\/](?:(?:license[_-]?)?((?:(?!(?:[_-]license)?\.md$).)+)(?:[_-]license)?(?:\.md$)|([^\\\/]+)))', re.IGNORECASE)
# 注意：上記正規表現は「Lib\site-packages\bokeh\LICENSE.txt」に対して”site-packages”とマッチしないように
# 「pkgs\icu-58.2-h3fcc66b_1\Library\share\icu\58.2\LICENSE」に対して、"share"がマッチしないように
# 引数or実行環境の取得
if len(sys.argv) <= 2:
sys.stderr.write(
"usage: python find_licenseNames_from_dic4.py inputDir outputDir \n")
sys.exit(1)
inDirName = os.path.abspath(sys.argv[1])
outputDirName = sys.argv[2].replace('\\', '/')
outputFileName = outputDirName + "/filePattern2License.csv"
toolFileName = sys.argv[0]
if len(toolFileName) <= 0:
toolDirName = os.path.dirname(os.getcwd())
elif os.path.isdir(toolFileName):
toolDirName = toolFileName
else:
toolDirName = os.path.dirname(toolFileName)
print("input dir=" + inDirName)
print("output file(license names for FilePath pattern)=" + outputFileName)
if not os.path.exists(outputDirName):
os.makedirs(outputDirName)
# licenseの条文の類似性によって分類したライセンスの別名を読み込む
license_alias = load_license_alias()
if license_alias:
pass
else:
print("not exist ./config/license_alias.csv")
exit(1)
classPathMatcher1 = ClassPathMatcher()
programId2license = ProgramId2License()
outFile = open(outputFileName, "w", newline="\n", encoding="utf-8")
csvWriter = csv.writer(outFile, doublequote=True, quotechar='"')
# gensimで学習済みのデータ読み込み
model = gensim.models.doc2vec.Doc2Vec.load(
os.path.join(toolDirName, 'data/doc2vec.model'))
# ファイル毎のライセンス名を探して、csv出力する。
csvWriter.writerow(['identificationType', 'fileIdentifier', 'fileSize', 'ArtifactId', 'similarity(s)',
'RawLicenseName(s)',
'licenseName(s)', 'licenseURL(s)', 'auther(s)', 'relatedURL(s)', 'name', 'description'])
# encodingの検出ツールを使う。
encode_detector = UniversalDetector()
for filename in glob.glob(inDirName + "/**/*", recursive=True):
try:
if os.path.isfile(filename) and (os.path.getsize(filename) < 2048000):
print(filename)
filePattern = (filename[len(inDirName)+1:] if filename.startswith(inDirName) else filename).replace('/', '\\')
projectGroup = '?' # 不明なグループId
projectArtifactId = '' # 著作物の識別名
projectVersion = '' # 著作物のバージョン
projectLicenseRawNames = [] # 生のライセンス名
similaritys = [0] # ライセンス条文の類似度、または、確かさ
projectLicenseNames = [] # 不確かなライセンス名、名前空間つきで名寄せしたライセンス名
projectLicenseURLs = []
projectAuthers = []
projectRelatedURLs = []
projectName = []
projectDescription = []
if filename.endswith('pom.xml') or filename.endswith('.pom'):
# xmlDocTree = ET.parse(filename) <-- error "xml.etree.ElementTree.ParseError not well-formed (invalid token)""
# xmlDocRoot = xmlDocTree.getroot()
raw_doc = open(filename, 'rb').read()
encode_detector.reset()
encode_detector.feed(raw_doc)
if encode_detector.done:
encode_detector.close()
raw_doc = str(raw_doc, encoding=encode_detector.result['encoding'], errors='replace') #.decode(encoding='utf-8', errors='replace')
else:
encode_detector.close()
raw_doc = str(raw_doc, encoding='utf-8', errors='replace')
raw_doc = raw_doc.replace('ø', 'Ø').replace(' ', ' ')
xmlDocRoot = ET.fromstring(raw_doc)
# <Element '{http://maven.apache.org/POM/4.0.0}project'
# '{http://maven.apache.org/POM/4.0.0}'
pomNS = xmlDocRoot.tag[0: -7] if len(xmlDocRoot.tag) > 6 else ''
projectGroupEL = xmlDocRoot.find(pomNS + 'groupId')
if isinstance(projectGroupEL, xml.etree.ElementTree.Element) and isinstance(projectGroupEL.text,str):
projectGroup = re.sub(r'[\s\r\n]+', ' ',projectGroupEL.text).strip()
else:
projectGroupEL = xmlDocRoot.find(
pomNS + 'parent/' + pomNS + 'groupId')
if isinstance(projectGroupEL, xml.etree.ElementTree.Element) and isinstance(projectGroupEL.text,str):
projectGroup = re.sub(r'[\s\r\n]+', ' ',projectGroupEL.text).strip()
projectArtifactIdEL = xmlDocRoot.find(pomNS + 'artifactId')
if isinstance(projectArtifactIdEL, xml.etree.ElementTree.Element) and isinstance(projectArtifactIdEL.text,str):
projectArtifactId = re.sub(r'[\s\r\n]+', ' ',projectArtifactIdEL.text).strip()
else:
projectArtifactIdEL = xmlDocRoot.find(
pomNS + 'parent/' + pomNS + 'artifactId')
print('parent/artifactId', projectArtifactIdEL)
if isinstance(projectArtifactIdEL, xml.etree.ElementTree.Element) and isinstance(projectArtifactIdEL.text,str):
projectArtifactId = re.sub(r'[\s\r\n]+', ' ',projectArtifactIdEL.text).strip()
projectVersionEL = xmlDocRoot.find(pomNS + 'version')
if isinstance( projectVersionEL, xml.etree.ElementTree.Element) and isinstance( projectVersionEL.text,str):
projectVersion = re.sub(r'[\s\r\n]+', ' ',projectVersionEL.text).strip()
else:
projectVersionEL = xmlDocRoot.find(
pomNS + 'parent/' + pomNS + 'version')
if isinstance(projectVersionEL, xml.etree.ElementTree.Element) and isinstance(projectVersionEL.text,str):
projectVersion = re.sub(r'[\s\r\n]+', ' ',projectVersionEL.text).strip()
for xml_project_license_element in xmlDocRoot.findall(pomNS + 'licenses/' + pomNS + 'license'):
project_lic_name_EL = xml_project_license_element.find(pomNS + 'name')
if isinstance( project_lic_name_EL, xml.etree.ElementTree.Element) and isinstance(project_lic_name_EL.text,str):
projectLicenseRawNames.append(re.sub(r'[\s\r\n]+', ' ',project_lic_name_EL.text).strip())
project_lic_url_EL = xml_project_license_element.find(pomNS + 'url')
if isinstance(project_lic_url_EL, xml.etree.ElementTree.Element) and isinstance(project_lic_url_EL.text,str):
projectLicenseURLs.append(re.sub(r'[\s\r\n]+', ' ',project_lic_url_EL.text).strip())
for infoKey in ['developers/' + pomNS + 'developer', 'organization', 'contributors/' + pomNS + 'contributor']:
for project_authers_EL in xmlDocRoot.findall(pomNS + infoKey):
for itemKey in ['id', 'name', 'email', 'organization']:
project_auther_EL = project_authers_EL.find(
pomNS + itemKey)
if isinstance(project_auther_EL, xml.etree.ElementTree.Element) and isinstance(project_auther_EL.text,str):
projectAuthers.append(re.sub(r'[\s\r\n]+', ' ',project_auther_EL.text).strip())
for itemKey in ['url']:
project_auther_EL = project_authers_EL.find(pomNS + itemKey)
if isinstance(project_auther_EL, xml.etree.ElementTree.Element) and isinstance(project_auther_EL.text,str):
projectRelatedURLs.append(re.sub(r'[\s\r\n]+', ' ',project_auther_EL.text).strip())
for infoKey in ['name']:
project_description_EL = xmlDocRoot.find(pomNS + infoKey)
if isinstance(project_description_EL, xml.etree.ElementTree.Element) and isinstance(project_description_EL.text,str) and(len(project_description_EL.text) > 0):
projectName.append(re.sub(r'[\s\r\n]+', ' ',project_description_EL.text).strip())
if len(projectName) <= 0:
projectName.append(projectArtifactId)
for infoKey in ['description']:
project_description_EL = xmlDocRoot.find(pomNS + infoKey)
if isinstance(project_description_EL, xml.etree.ElementTree.Element) and isinstance(project_description_EL.text,str) and (len(project_description_EL.text) > 0):
projectDescription.append(re.sub(r'[\s\r\n]+', ' ',project_description_EL.text).strip())
if (len(projectArtifactId) > 0):
if len(projectLicenseRawNames) > 0:
projectLicenseNames = licName2Short(license_alias,projectLicenseRawNames,projectLicenseURLs)
# 類似度欄は、確定的であることを示す値. MS-EXCELのフィルターで絞込みし易くする為、len(projectLicenseNames)個は並べない
similaritys = [1]
else:
projectLicenseNames, projectLicenseURLs = programId2license.licNameWithUrls(
projectGroup, projectArtifactId, projectVersion)
if len(projectLicenseNames) > 0: # projectArtifactIdからライセンス名の推定が出来た場合
# programIDが確かで、Mavenリポジトリから調べたlicenseNameにつき、npmより大きな確度とする
similaritys = [0.5]
else:
similaritys = [0]
elif filename.endswith('package.json'):
projectGroup = '.' # npmリポジトリでのグループID
# package.json読み込み
raw_doc = open(filename, 'rb').read()
encode_detector.reset()
encode_detector.feed(raw_doc)
if encode_detector.done:
encode_detector.close()
raw_doc = str(raw_doc, encoding=encode_detector.result['encoding'], errors='replace').encode(
'utf-8', 'replace')
else:
encode_detector.close()
raw_doc = str(raw_doc, encoding='utf-8', errors='replace')
packageInfoDic = json.loads(raw_doc)
projectArtifactId = re.sub(r'[\s\r\n]+', ' ',packageInfoDic.get('name', '')).strip()
projectName.append(projectArtifactId)
projectVersion = packageInfoDic.get('version', '')
for infoKey in ['license', 'licenses']:
curLicenses = packageInfoDic.get(infoKey, '')
if type(curLicenses) == type([]): # list
for licInfo in curLicenses:
if isinstance(licInfo, dict):
curLicText = re.sub(r'[\s\r\n]+', ' ',licInfo.get('type', '')).strip()
if len(curLicText) > 0:
projectLicenseRawNames.append(curLicText)
curLicText = licInfo.get('url', '')
if len(curLicText) > 0:
projectLicenseURLs.append(curLicText.strip())
else:
projectLicenseRawNames.append(re.sub(r'[\s\r\n]+', ' ',licInfo).strip())
elif isinstance(curLicenses, dict):
curLicText = re.sub(r'[\s\r\n]+', ' ',curLicenses.get('type', '')).strip()
if len(curLicText) > 0:
projectLicenseRawNames.append(curLicText)
curLicText = re.sub(r'[\s\r\n]+', ' ',curLicenses.get('url', '')).strip()
if len(curLicText) > 0:
projectLicenseURLs.append(curLicText)
elif isinstance(curLicenses,str) and len(curLicenses) > 0:
projectLicenseRawNames.append(re.sub(r'[\s\r\n]+', ' ',curLicenses).strip())
curAuthersText = packageInfoDic.get('homepage', '')
if len(curAuthersText) > 0:
projectRelatedURLs.append(curAuthersText)
for infoKey in ['author', 'maintainers', 'contributors']:
curAuthers = packageInfoDic.get(infoKey, '')
if type(curAuthers) == type([]): # list
for authersInfo in curAuthers:
if isinstance(authersInfo, dict):
curAuthersText = authersInfo.get('name', '')
if len(curAuthersText) > 0:
projectAuthers.append(curAuthersText)
curAuthersText = authersInfo.get('email', '')
if len(curAuthersText) > 0:
projectAuthers.append(curAuthersText)
curAuthersText = authersInfo.get('url', '')
if len(curAuthersText) > 0:
projectRelatedURLs.append(curAuthersText)
elif isinstance(authersInfo,str) and len(authersInfo) > 0:
projectAuthers.append(authersInfo)
elif isinstance(curAuthers, dict):
curAuthersText = curAuthers.get('name', '')
if len(curAuthersText) > 0:
projectAuthers.append(curAuthersText)
curAuthersText = curAuthers.get('email', '')
if len(curAuthersText) > 0:
projectAuthers.append(curAuthersText)
curAuthersText = curAuthers.get('url', '')
if len(curAuthersText) > 0:
projectRelatedURLs.append(curAuthersText)
elif isinstance(curAuthers,str) and len(curAuthers) > 0:
projectAuthers.append(curAuthers)
for infoKey in ['description', 'keywords']:
curDescription = packageInfoDic.get(infoKey, '')
if isinstance(curDescription, list):
projectDescription.append(
'[' + ','.join(curDescription) + ']')
elif len(curDescription) > 0:
projectDescription.append(curDescription)
if (len(projectArtifactId) > 0):
if len(projectLicenseRawNames) > 0:
projectLicenseNames = licName2Short(license_alias,projectLicenseRawNames,projectLicenseURLs)
# 類似度欄は、確定的であることを示す値. MS-EXCELのフィルターで絞込みし易くする為、len(projectLicenseNames)個は並べない
similaritys = [1]
else:
projectLicenseNames, projectLicenseURLs = programId2license.licNameWithUrls(
projectGroup, projectArtifactId, projectVersion)
if len(projectLicenseNames) > 0: # projectArtifactIdからライセンス名の推定が出来た場合
# programIDが確かでも、package.jsonに無かったlicenseNameの調べ方は確立していないので、mavenより小さな確度とする
similaritys = [0.4]
else:
similaritys = [0]
elif filename.endswith('index.json'):
projectGroup = '_pypi_' # PiPyリポジトリでのグループID
# package.json読み込み
raw_doc = open(filename, 'rb').read()
encode_detector.reset()
encode_detector.feed(raw_doc)
if encode_detector.done:
encode_detector.close()
raw_doc = str(raw_doc, encoding=encode_detector.result['encoding'], errors='replace').encode(
'utf-8', 'replace')
else:
encode_detector.close()
raw_doc = str(raw_doc, encoding='utf-8', errors='replace')
packageInfoDic = json.loads(raw_doc)
if isinstance(packageInfoDic, dict ):
projectArtifactId = re.sub(r'[\s\r\n]+', ' ',packageInfoDic.get('name', '')).strip()
projectName.append(projectArtifactId)
projectVersion = re.sub(r'[\s\r\n]+', ' ',packageInfoDic.get('version', '?')).strip() + '-' + re.sub(r'[\s\r\n]+', ' ',packageInfoDic.get('build', '')).strip()
if len(packageInfoDic.get('license', '')) > 0:
projectLicenseRawNames.append(re.sub(r'[\s\r\n]+', ' ',packageInfoDic.get('license', '')).strip())
if (len(projectArtifactId) > 0):
if len(projectLicenseRawNames) > 0:
projectLicenseNames = licName2Short(license_alias,projectLicenseRawNames,projectLicenseURLs)
# 類似度欄は、確定的であることを示す値. MS-EXCELのフィルターで絞込みし易くする為、len(projectLicenseNames)個は並べない
similaritys = [1]
else:
projectLicenseNames, projectLicenseURLs = programId2license.licNameWithUrls(
projectGroup, projectArtifactId, projectVersion)
if len(projectLicenseNames) > 0: # projectArtifactIdからライセンス名の推定が出来た場合
# programIDが確かでも、package.jsonに無かったlicenseNameの調べ方は確立していないので、mavenより小さな確度とする
similaritys = [0.4]
else:
similaritys = [0]
else:
print('error document format',type(packageInfoDic),filename)
elif classPathMatcher1.match(filePattern):
pass
elif (os.path.splitext(filename)[1] not in ['.bin', '.class', '.exe', '.dll', '.zip', '.jar', '.tz', '.properties','gif','.png', '.sha1']) \
and (any([licenseName in os.path.basename(filename) for licenseName in ['license', 'LICENSE', 'licence', 'LICENCE', 'notice', 'NOTICE', 'nitify', 'NOTIFY', 'Notices', 'THIRD-PARTY', 'ThirdParty', 'readme', 'copy', 'contribut', 'pom']]) \
or re.match(r'(?:legal|license.?)[\\\/].+?[\.](?:md|txt|html)$', filePattern, re.IGNORECASE)
):
raw_doc = open(filename, 'rb').read()
encode_detector.reset()
encode_detector.feed(raw_doc)
if encode_detector.done:
encode_detector.close()
raw_doc = str(raw_doc, encoding=encode_detector.result['encoding'], errors='replace').encode(
'utf-8', 'replace')
else:
encode_detector.close()
raw_doc = str(raw_doc, encoding='utf-8', errors='replace')
doc3 = gensim.parsing.preprocess_string(raw_doc)
raw_doc = None
if len(doc3) > 4:
new_doc_vec3 = model.infer_vector(doc3)
doc3 = None
similarl_licenses = [[licName, similal1] for licName, similal1 in model.docvecs.most_similar(
[new_doc_vec3]) if (similal1 >= similarl_low)]
if len(similarl_licenses) > 1:
ccutoff_similarl = max(
[similal1 for licName, similal1 in similarl_licenses]) * similarl_cutoff
similarl_licenses = sorted([[licName, similal1] for licName, similal1 in similarl_licenses if similal1 >= ccutoff_similarl], key=lambda item: (
licenseSortOrder[(list(filter(lambda x: item[0].startswith(x + '/'), licenseSortOrder)) + [''])[0]], -item[1]))[0:topN]
if len(similarl_licenses) > 0:
projectLicenseNames = [
licName for licName, similal1 in similarl_licenses]
projectLicenseURLs = [] # license URL欄は空
similaritys = [similal1 for licName,
similal1 in similarl_licenses]
projectArtifactId = '?' # similarl_licensesが在る為、何かの著作物であると見なす
for mached in re.finditer(projectArtifactId_pattern, filePattern):
if mached.group(1) != None:
projectArtifactId = mached.group(1)
projectName.append(projectArtifactId)
projectVersion = mached.group(2) if (
mached.group(2) != None) else ''
elif mached.group(4) != None:
projectArtifactId = mached.group(4)
if mached.group(3) == 'node_modules':
projectGroup = '.'
elif mached.group(3) in ['pkgs', 'site-packages']:
projectGroup = '_pypi_'
else:
projectGroup = '?'
# maven用のpom.xmlに転記した場合にsyntax errorにならないバージョン
projectVersion = mached.group(5) if (
mached.group(5) != None) else '0'
elif mached.group(6) != None:
projectGroup = mached.group(6)
projectArtifactId = mached.group(7)
elif mached.group(8) != None:
projectArtifactId = mached.group(8)
elif mached.group(9) != None:
projectArtifactId = mached.group(9)
projectName.append(projectArtifactId)
if len(projectArtifactId) > 0:
projectLicenseNames = licName2Short(license_alias,projectLicenseNames, projectLicenseURLs)
csvWriter.writerow([
'pathSuffix',
filePattern, # 一つのプログラムに多数のOSSが同梱されている場合と、区別できるよう、inDirName配下の相対パスをwindowsPath形式にした文字列。
# patternType=fileNameの場合、ファイルサイズの一致でverify可能にする
os.path.getsize(filename),
projectGroup + '--' + projectArtifactId + '--' + \
projectVersion, # mavenリポジトリ風に、groupId--artifactID--version
",\n".join(['{:3.5f}'.format(similal1)
for similal1 in similaritys]),
",\n".join(projectLicenseRawNames ), # 生のライセンス名
",\n".join(projectLicenseNames), # URLから逆変換したライセンス名など、不確かなライセンス名
",\n".join(projectLicenseURLs), # license URL欄
",\n".join(projectAuthers), # オリジナルBSD等で重要な原権利者名
",\n".join(projectRelatedURLs),
"\n".join(projectName),
"\n".join(projectDescription)
])
except xml.etree.ElementTree.ParseError as e:
print("SKIP by xml.etree.ElementTree.ParseError ", e, os.path.splitext(filename),raw_doc[0:90])
except json.JSONDecodeError as e:
print("SKIP by json.JSONDecodeError ", e, os.path.splitext(filename),raw_doc[0:90])
except UnicodeDecodeError as e:
print("SKIP by UnicodeDecodeError ", e, os.path.splitext(filename),raw_doc[0:9])
programId2license.save('./config/THIRD-PARTY.properties.updates.txt')
for filePattern, programId in classPathMatcher1.list():
md = re.search(
r'^((?:(?!\-\-).)*)\-\-((?:(?!\-\-).)+)\-\-(.*)$', programId)
if md:
projectGroup = md.group(1)
projectArtifactId = md.group(2)
projectVersion = md.group(3)
projectLicenseNames, projectLicenseURLs = programId2license.licNameWithUrls(
projectGroup, projectArtifactId, projectVersion)
if len(projectLicenseNames) > 0:
similaritys = [0.3]
else:
similaritys = [0]
csvWriter.writerow([
'classPathMach',
filePattern, # 一つのプログラムに多数のOSSが同梱されている場合と、区別できるよう、inDirName配下の相対パスをwindowsPath形式にした文字列。
0, # patternType=classPathMachの場合、ファイルサイズは観ない
projectGroup + '--' + projectArtifactId + '--' + \
projectVersion, # mavenリポジトリ風に、groupId--artifactID--version
",\n".join(['{:3.5f}'.format(similal1)
for similal1 in similaritys]),
'', # 確からしいライセンス名の欄は空
",\n".join(licName2Short(license_alias,
projectLicenseNames, projectLicenseURLs)),
",\n".join(projectLicenseURLs), # license URL欄
'', # auther欄は空
'', # relatedURL欄は空
projectArtifactId # name欄はArtifactId
])
else:
print('Error in classPathMatcher interface ',
md, filePattern, programId)
outFile.close