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						|  | import datetime | 
					
						
						|  |  | 
					
						
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						|  | def refactor(cv): | 
					
						
						|  | for n in ["raw_txt", "parser_name", "inference", "ori_text", "use_time", "time_stat"]: | 
					
						
						|  | if n in cv and cv[n] is not None: del cv[n] | 
					
						
						|  | cv["is_deleted"] = 0 | 
					
						
						|  | if "basic" not in cv: cv["basic"] = {} | 
					
						
						|  | if cv["basic"].get("photo2"): del cv["basic"]["photo2"] | 
					
						
						|  |  | 
					
						
						|  | for n in ["education", "work", "certificate", "project", "language", "skill", "training"]: | 
					
						
						|  | if n not in cv or cv[n] is None: continue | 
					
						
						|  | if type(cv[n]) == type({}): cv[n] = [v for _, v in cv[n].items()] | 
					
						
						|  | if type(cv[n]) != type([]): | 
					
						
						|  | del cv[n] | 
					
						
						|  | continue | 
					
						
						|  | vv = [] | 
					
						
						|  | for v in cv[n]: | 
					
						
						|  | if "external" in v and v["external"] is not None: del v["external"] | 
					
						
						|  | vv.append(v) | 
					
						
						|  | cv[n] = {str(i): vv[i] for i in range(len(vv))} | 
					
						
						|  |  | 
					
						
						|  | basics = [ | 
					
						
						|  | ("basic_salary_month", "salary_month"), | 
					
						
						|  | ("expect_annual_salary_from", "expect_annual_salary"), | 
					
						
						|  | ] | 
					
						
						|  | for n, t in basics: | 
					
						
						|  | if cv["basic"].get(n): | 
					
						
						|  | cv["basic"][t] = cv["basic"][n] | 
					
						
						|  | del cv["basic"][n] | 
					
						
						|  |  | 
					
						
						|  | work = sorted([v for _, v in cv.get("work", {}).items()], key=lambda x: x.get("start_time", "")) | 
					
						
						|  | edu = sorted([v for _, v in cv.get("education", {}).items()], key=lambda x: x.get("start_time", "")) | 
					
						
						|  |  | 
					
						
						|  | if work: | 
					
						
						|  | cv["basic"]["work_start_time"] = work[0].get("start_time", "") | 
					
						
						|  | cv["basic"]["management_experience"] = 'Y' if any( | 
					
						
						|  | [w.get("management_experience", '') == 'Y' for w in work]) else 'N' | 
					
						
						|  | cv["basic"]["annual_salary"] = work[-1].get("annual_salary_from", "0") | 
					
						
						|  |  | 
					
						
						|  | for n in ["annual_salary_from", "annual_salary_to", "industry_name", "position_name", "responsibilities", | 
					
						
						|  | "corporation_type", "scale", "corporation_name"]: | 
					
						
						|  | cv["basic"][n] = work[-1].get(n, "") | 
					
						
						|  |  | 
					
						
						|  | if edu: | 
					
						
						|  | for n in ["school_name", "discipline_name"]: | 
					
						
						|  | if n in edu[-1]: cv["basic"][n] = edu[-1][n] | 
					
						
						|  |  | 
					
						
						|  | cv["basic"]["updated_at"] = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S") | 
					
						
						|  | if "contact" not in cv: cv["contact"] = {} | 
					
						
						|  | if not cv["contact"].get("name"): cv["contact"]["name"] = cv["basic"].get("name", "") | 
					
						
						|  | return cv |