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def add_job_nodes(response, job_name):
job = response.job
# Create job nodes
cypher = f'''
CREATE (job:Job {{name: "{job_name}"}})
'''
# Job description
if job.description:
cypher += f'SET job.description = "{job.description}"'
# Work mode
if job.work_mode:
cypher += f'''
SET job.work_mode = "{job.work_mode}"
'''
# Benefits & Compensations
if job.benefit_compensation:
cypher += f'''
SET job.benefit_compensation = "{job.benefit_compensation}"
'''
# Locations
if job.work_at:
cypher += f'''
MERGE (loc: Location {{name: "{job.work_at.name}", location_type: "{job.work_at.location_type}"}})
MERGE (job)-[:WORK_AT]->(loc)
'''
# Work Levels
if job.work_level:
cypher += f'''
MERGE (level: Work_LV {{name: "{job.work_level.name}"}})
MERGE (job)-[:AT_LEVEL]->(level)
'''
# Required educations
if job.education_requirements:
for i, edu in enumerate(job.education_requirements):
cypher += f'''
CREATE (edu_{i}:Education {{name: "{edu.name}"}})
MERGE (job)-[:REQUIRES]->(edu_{i})
'''
if edu.fields:
cypher += f'SET edu_{i}.fields = "{edu.fields}"'
if edu.status:
cypher += f'SET edu_{i}.status = "{edu.status}"'
# Required skills
if job.skill_requirements:
for i, skill in enumerate(job.skill_requirements):
cypher += f'''
MERGE (skill_{i}:Skill {{name: "{skill.name}"}})
MERGE (job)-[:REQUIRES]->(skill_{i})
'''
if skill.hypernym:
cypher += f'''
MERGE (hypernym_{i}:Skill {{name: "{skill.hypernym}"}})
MERGE (skill_{i})-[:HYPERNYM]->(hypernym_{i})
'''
# Required work experiences
if job.work_exper_requirements:
for i, exper in enumerate(job.work_exper_requirements):
cypher += f'''
MERGE (exper_{i}:Work_Exper {{name: "{exper.name}"}})
MERGE (job)-[:REQUIRES]->(exper_{i})
'''
if exper.duration:
cypher += f'SET exper_{i}.duration = "{exper.duration}"'
return cypher
def add_company_nodes(response, company_name):
company = response.job.from_company
cypher = f'''
MERGE (company:Company {{name: "{company_name}"}})
MERGE (job)-[:FROM]->(company)
MERGE (company)-[:RECRUITES]->(job)
'''
if company:
if company.subdiaries:
for i, sub in enumerate(company.subdiaries):
cypher += f'''
MERGE (sub_{i}:Company {{name: "{sub}"}})
MERGE (company)-[:SUBDIARY]->(sub_{i})
'''
if company.locations:
for i, loc in enumerate(company.locations):
cypher += f'''
MERGE (loc_{i}:Location {{name: "{loc.name}"}})
MERGE (company)-[:LOCATES_IN]->(loc_{i})
'''
if loc.location_type:
cypher += f'SET loc_{i}.location_type = "{loc.location_type}"'
if company.industry:
for i, industry in enumerate(company.industry):
cypher += f'''
MERGE (industry_{i}:Industry {{name: "{industry}"}})
MERGE (company)-[:OPERATES_IN]->(industry_{i})
'''
return cypher
def make_cypher_query(response, job_title, company_name):
job_cypher = add_job_nodes(response, job_title)
company_cypher = add_company_nodes(response, company_name)
return job_cypher + company_cypher |