import datetime 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