def setup_tfidfMatcher(self):
if ( self.dbclient is None):
self.dbClient = DbClient('localhost', 27017, "jobaly")
else:
self.dbClient = dbclient
self.resumeCollection = self.dbClient.getCollection(gConfig["webResumeColName"])
self.jobCollection = self.dbClient.getCollection(gConfig["webJobInfoCollName"])
self.jobModelCollection = self.dbClient.getCollection(gConfig["jobModelCollName"])
self.matcher = TfIdfMatch(self.jobCollection)
class DataHandler:
def __init__(self , dbclient=None ):
self.dbclient = dbclient
def setup_tfidfMatcher(self):
if ( self.dbclient is None):
self.dbClient = DbClient('localhost', 27017, "jobaly")
else:
self.dbClient = dbclient
self.resumeCollection = self.dbClient.getCollection(gConfig["webResumeColName"])
self.jobCollection = self.dbClient.getCollection(gConfig["webJobInfoCollName"])
self.jobModelCollection = self.dbClient.getCollection(gConfig["jobModelCollName"])
self.matcher = TfIdfMatch(self.jobCollection)
def save_resume(self, resume_text):
resume = {"content": resume_text, "date": datetime.datetime.utcnow()}
resume_id = self.resumeCollection.insert(resume)
print "add resume id is:", resume_id
def get_resumes(self):
return self.resumeCollection.find()
def get_resume(self, _id):
return self.resumeCollection.find_one({'_id': ObjectId(_id)})
def get_jobs(self, page_no=1, page_size=20):
find_sort = None
find_spec = None
return self.dbClient.getPage(self.jobCollection, find_spec,find_sort, page_size, page_no)
def get_job(self, _id):
result=list(self.jobCollection.find({'_id': _id }))
if len(result) > 0:
return result[0]
else :
return None
def get_job_ids(self, ids):
result=list(self.jobCollection.find({"_id": {"$in": ids}}))
return result
def get_jobmodel_ids(self, ids):
result=list(self.modelCollection.find({"_id": {"$in": ids}}))
return result
def get_model(self, _id):
result=list(self.modelCollection.find({'_id': _id }))
if len(result) > 0:
return result[0]
else :
return None
def matchResume(self, resume):
return self.matcher.matchResume(resume)
def connectJobColl(self, dbName, collName):
self.dbname = dbName
self.collname = collName
self.dbClient = DbClient('localhost', 27017, dbName)
self.jobCollection = self.dbClient.getCollection(collName)
self.collSize = self.dbClient.getCollectionSize(collName)
self.modelCollection = self.dbClient.getCollection(collName+"_model")
def getJobsByPage(self, page_size , page_no ):
find_sort = None
find_spec = None
return self.dbClient.getPage(self.jobCollection, find_spec,find_sort, page_size, page_no)
def searchjobs(self,query,qtype ) :
if qtype == "jid" :
result=list(self.jobCollection.find({'_id': query }))
pageno = 1
elif qtype == "jobtitle" :
result=list(self.jobCollection.find({'jobtitle': query }))
pageno = 1
resultnum = len(result)
return (result, pageno, resultnum)
