def finance_stage_distribution_analyze(cls, jobs):
"""分析招聘该职位的公司的融资分布情况"""
company_ids = [job.company_id for job in jobs]
companys = CompanyController.list(ids=company_ids)
reversed_finance_stage_dict_dict = reverse_dict(
constants.FINANCE_STAGE_DICT)
# 特定排序的融资dict
finance_stage_distribution = {
'成熟型(不需要融资)': 0,
'成长型(不需要融资)': 0,
'初创型(不需要融资)': 0,
'上市公司': 0,
'成熟型(D轮及以上)': 0,
'成熟型(C轮)': 0,
'成长型(B轮)': 0,
'成长型(A轮)': 0,
'初创型(天使轮)': 0,
'初创型(未融资)': 0,
}
for company in companys:
finance_stage = reversed_finance_stage_dict_dict[
company.finance_stage]
if finance_stage in finance_stage_distribution:
finance_stage_distribution[
finance_stage] = finance_stage_distribution[
finance_stage] + 1
return finance_stage_distribution
def test_reverse_dict(self):
test_dict = {
'one': 1,
'two': 'three',
3: 2,
4: 'four',
}
new_dict = reverse_dict(old_dict=test_dict)
self.assertEqual(new_dict[1], 'one')
self.assertEqual(new_dict['three'], 'two')
self.assertEqual(new_dict[2], 3)
self.assertEqual(new_dict['four'], 4)
def educations_request_analyze(cls, jobs):
"""分析职位的学历要求"""
reversed_education_request_dict = reverse_dict(
constants.EDUCATION_REQUEST_DICT)
educations_request_counter = {}
for job in jobs:
education_request = reversed_education_request_dict[job.education]
if education_request in educations_request_counter:
educations_request_counter[education_request] += 1
else:
educations_request_counter[education_request] = 1
return educations_request_counter
def work_years_request_analyze(jobs):
"""分析职位的工作年限要求"""
reversed_word_years_request_dict = reverse_dict(
constants.WORK_YEARS_REQUEST_DICT)
work_years_request_counter = {}
for job in jobs:
work_years_request = reversed_word_years_request_dict[job.work_year]
if work_years_request in work_years_request_counter:
work_years_request_counter[work_years_request] += 1
else:
work_years_request_counter[work_years_request] = 1
return work_years_request_counter