def match(self, resume, job):
imptKeywordSet = set(
InformationNode.convertStringIntoList(job.getImptKeywords()))
# print(imptKeywordSet)
eduResult = 0
expResult = 0
resultLocationSet = 0
resultLang = 0
resultSkill = 0
matchedKeywords = []
if (resume.isSkillsPresent() and job.isSkillsPresent()):
rskillSet = set(resume.getSkills())
jskillSet = set(job.getSkills())
resultSkillSet = rskillSet.intersection(jskillSet)
resultSkillSet2 = rskillSet.intersection(imptKeywordSet)
resultSkill = (len(resultSkillSet) + len(resultSkillSet2))
self.mergeSetIntoList(matchedKeywords,
resultSkillSet.union(resultSkillSet2))
# print(rskillSet)
# print(jskillSet)
if (resume.isLanguagePresent() and job.isLanguagePresent()):
rLangSet = set(resume.getLanguage())
jLangSet = set(job.getLanguage())
resultLangSet = rLangSet.intersection(jLangSet)
resultLangSet2 = jLangSet.intersection(imptKeywordSet)
resultLang = (len(resultLangSet) + len(resultLangSet2))
self.mergeSetIntoList(matchedKeywords,
resultLangSet.union(resultLangSet2))
# print(rLangSet)
# print(jLangSet)
if (resume.isLocationPresent() and job.isLocationPresent()):
rLocationSet = resume.getLocation().getCountry()
jLocationSet = job.getLocation().getCountry()
resultLocationSet = int(rLocationSet == jLocationSet)
# print(resultLocationSet)
if (resume.isEducationPresent() and job.isEducationPresent()):
eduResult = (self.compareEducationBetweenJobandResume(
resume.getEducation(), job.getEducation()))
# print(resumeNode.getEducation())
# print(jobNode.getEducation())
if (resume.isExperiencePresent() and job.isExperiencePresent()):
expResult = (self.compareExperienceBetweenJobandResume(
resume.getExperience(), job.getExperience(),
InformationNode.convertStringIntoList(job.getImptKeywords()),
matchedKeywords))
finalResult = eduResult + expResult + resultLocationSet + resultLang + resultSkill
new_match = Match(resume, job, finalResult, matchedKeywords)
print(finalResult)
print(new_match.getMatchedKeyWords())
return new_match
def main():
# ###uncomment for resume
resume = openFile(
'C:\\xampp\htdocs\CV-Parser-master\data\\input\\resume3.json')
print(resume)
resumeNode = ResumeNode("desmond", '97859875', '*****@*****.**', '456',
resume)
##uncomment for job desc
content = openFile(
'C:\\xampp\htdocs\CV-Parser-master\data\input\\jobdesc3.json')
keywords = openFile(
'C:\\xampp\htdocs\CV-Parser-master\data\input\keywords1.json')
# print(resume)
#
jobNode = JobDescNode("545646", content, keywords)
# print(personA.getImptKeywords())
ResumeProcessor.construct(jobNode)
ResumeProcessor.construct(resumeNode)
imptKeywordSet = set(InformationNode.convertStringIntoList(keywords))
print(imptKeywordSet)
rskillSet = set(resumeNode.getSkills())
jskillSet = set(jobNode.getSkills())
resultSkillSet = rskillSet.intersection(jskillSet)
resultSkillSet2 = rskillSet.intersection(imptKeywordSet)
print(rskillSet)
print(jskillSet)
print(len(resultSkillSet) + len(resultSkillSet2))
rLangSet = set(resumeNode.getLanguage())
jLangSet = set(jobNode.getLanguage())
resultLangSet = rLangSet.intersection(jLangSet)
resultLangSet2 = rskillSet.intersection(imptKeywordSet)
print(rLangSet)
print(jLangSet)
print(len(resultLangSet) + len(resultLangSet2))
rLocationSet = resumeNode.getLocation().getCountry()
jLocationSet = jobNode.getLocation().getCountry()
resultLocationSet = int(rLocationSet == jLocationSet)
print(resultLocationSet)
print(rLocationSet)
print(jLocationSet)
print(resumeNode.getEducation())
print(jobNode.getEducation())
print(
compareEducationBetweenJobandResume(resumeNode.getEducation(),
jobNode.getEducation()))
print(
compareExperienceBetweenJobandResume(
resumeNode.getExperience(), jobNode.getExperience(),
InformationNode.convertStringIntoList(keywords)))
def main():
# ###uncomment for resume
resume = openFile("C:\\xampp\htdocs\CV-Parser-master\data\\input\\resume3.json")
print(resume)
resumeNode = ResumeNode("desmond", "97859875", "*****@*****.**", "456", resume)
##uncomment for job desc
content = openFile("C:\\xampp\htdocs\CV-Parser-master\data\input\\jobdesc3.json")
keywords = openFile("C:\\xampp\htdocs\CV-Parser-master\data\input\keywords1.json")
# print(resume)
#
jobNode = JobDescNode("545646", content, keywords)
# print(personA.getImptKeywords())
ResumeProcessor.construct(jobNode)
ResumeProcessor.construct(resumeNode)
imptKeywordSet = set(InformationNode.convertStringIntoList(keywords))
print(imptKeywordSet)
rskillSet = set(resumeNode.getSkills())
jskillSet = set(jobNode.getSkills())
resultSkillSet = rskillSet.intersection(jskillSet)
resultSkillSet2 = rskillSet.intersection(imptKeywordSet)
print(rskillSet)
print(jskillSet)
print(len(resultSkillSet) + len(resultSkillSet2))
rLangSet = set(resumeNode.getLanguage())
jLangSet = set(jobNode.getLanguage())
resultLangSet = rLangSet.intersection(jLangSet)
resultLangSet2 = rskillSet.intersection(imptKeywordSet)
print(rLangSet)
print(jLangSet)
print(len(resultLangSet) + len(resultLangSet2))
rLocationSet = resumeNode.getLocation().getCountry()
jLocationSet = jobNode.getLocation().getCountry()
resultLocationSet = int(rLocationSet == jLocationSet)
print(resultLocationSet)
print(rLocationSet)
print(jLocationSet)
print(resumeNode.getEducation())
print(jobNode.getEducation())
print(compareEducationBetweenJobandResume(resumeNode.getEducation(), jobNode.getEducation()))
print(
compareExperienceBetweenJobandResume(
resumeNode.getExperience(), jobNode.getExperience(), InformationNode.convertStringIntoList(keywords)
)
)
def identifyFields(self, node):
content = InformationNode.convertStringIntoList(node.getContent())
firstIndex = -1
self.segmentResume(node, content)
self.contentHeadingIndex = sorted(set(self.contentHeadingIndex), key=self.contentHeadingIndex.index)
self.getStartEndLocationResume(node, content)
print(self.contentHeadingIndex)
def match(self, resume, job):
imptKeywordSet = set(InformationNode.convertStringIntoList(job.getImptKeywords()))
# print(imptKeywordSet)
eduResult = 0
expResult = 0
resultLocationSet = 0
resultLang = 0
resultSkill = 0
matchedKeywords = []
if(resume.isSkillsPresent() and job.isSkillsPresent()):
rskillSet = set(resume.getSkills())
jskillSet = set(job.getSkills())
resultSkillSet = rskillSet.intersection(jskillSet)
resultSkillSet2 = rskillSet.intersection(imptKeywordSet)
resultSkill = (len(resultSkillSet) + len(resultSkillSet2))
self.mergeSetIntoList(matchedKeywords, resultSkillSet.union(resultSkillSet2))
# print(rskillSet)
# print(jskillSet)
if(resume.isLanguagePresent() and job.isLanguagePresent()):
rLangSet = set(resume.getLanguage())
jLangSet = set(job.getLanguage())
resultLangSet = rLangSet.intersection(jLangSet)
resultLangSet2 = jLangSet.intersection(imptKeywordSet)
resultLang = (len(resultLangSet) + len(resultLangSet2))
self.mergeSetIntoList(matchedKeywords, resultLangSet.union(resultLangSet2))
# print(rLangSet)
# print(jLangSet)
if (resume.isLocationPresent() and job.isLocationPresent()):
rLocationSet = resume.getLocation().getCountry()
jLocationSet = job.getLocation().getCountry()
resultLocationSet = int(rLocationSet == jLocationSet)
# print(resultLocationSet)
if(resume.isEducationPresent() and job.isEducationPresent()):
eduResult = (self.compareEducationBetweenJobandResume(resume.getEducation(), job.getEducation()))
# print(resumeNode.getEducation())
# print(jobNode.getEducation())
if(resume.isExperiencePresent() and job.isExperiencePresent()):
expResult = (self.compareExperienceBetweenJobandResume(resume.getExperience(), job.getExperience(),InformationNode.convertStringIntoList(job.getImptKeywords()), matchedKeywords))
finalResult = eduResult + expResult +resultLocationSet + resultLang + resultSkill
new_match = Match(resume, job, finalResult, matchedKeywords)
print(finalResult)
print(new_match.getMatchedKeyWords())
return new_match
def __init__(self, input):
self.content = InformationNode.convertStringIntoList(input)
self.extractedContent = set()
def __init__(self, input):
self.content = InformationNode.convertStringIntoList(input)
self.extractedContent = set()