渠道质量,阶段数据
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bd1523b5c4
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@ -2,6 +2,7 @@ import operator
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import os
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import re
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import pandas as pd
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from copy import deepcopy
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from fastapi import APIRouter, Depends, Request, File, UploadFile
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from motor.motor_asyncio import AsyncIOMotorDatabase
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@ -21,12 +22,12 @@ router = APIRouter()
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# 候选人质量报表
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@router.post("/man_mass_form")
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async def interview_find(
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async def man_mass_form(
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request: Request,
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interview: InterviewDo = Depends(InterviewDo),
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db: CKDrive = Depends(get_ck_db),
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) -> schemas.Msg:
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""" interview面试数据查询 """
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""" 候选人质量报表 """
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await interview.init()
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res = interview.get_man_mass_form_sql()
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sql = res['sql']
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@ -171,7 +172,7 @@ async def interview_find(
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else:
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work_exp['20-40'].append(i_name)
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i_job_name = interview_data.get('job_name', '')
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i_job_name = interview_data.get('job_names', '')
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if i_job_name:
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if i_job_name in account:
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job_name[i_job_name].append(i_name)
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@ -210,3 +211,122 @@ async def interview_find(
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return schemas.Msg(code=200, msg='ok', data=res_msg)
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# 职位阶段数据报表
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@router.post("/get_every_stage_form")
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async def owner_form(
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request: Request,
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interview: InterviewDo = Depends(InterviewDo),
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ck_db: CKDrive = Depends(get_ck_db),
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db: AsyncIOMotorDatabase = Depends(get_database)
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) -> schemas.Msg:
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""" 职位阶段数据报表 """
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all_jobs = await crud.jobs.all_some_field(db)
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res_msg = {}
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job_id_to_name = {}
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job_ids = []
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for job_data in all_jobs:
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job_id = job_data['job_id']
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job_ids.append(job_id)
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job_name = job_data['job_name']
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job_id_to_name[job_id] = job_name
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res_job_data = deepcopy({k: v for k, v in job_data.items() if k != 'job_id'})
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res_job_data.update({
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'初筛': 0,
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'复筛': 0,
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'面试': 0,
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'offer': 0,
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'待入职': 0,
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'已入职': job_data['now_job_num'],
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})
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res_msg[job_name] = res_job_data
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await interview.init()
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res = interview.get_every_stage_form_sql(job_ids)
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sql = res['sql']
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data = await ck_db.execute(sql)
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for ck_data in data.values():
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# 职位id不存在跳过
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if ck_data['job_id'] not in job_id_to_name:
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continue
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ck_job_name = job_id_to_name[ck_data['job_id']]
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stage = ck_data['interview_stage']
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if stage == 1:
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res_msg[ck_job_name]['初筛'] += 1
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elif stage == 2:
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res_msg[ck_job_name]['复筛'] += 1
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elif stage == 3:
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res_msg[ck_job_name]['面试'] += 1
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elif stage == 4:
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res_msg[ck_job_name]['offer'] += 1
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elif stage == 5:
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res_msg[ck_job_name]['待入职'] += 1
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return schemas.Msg(code=200, msg='ok', data=res_msg)
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# 每个阶段报表
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@router.post("/get_owner_form")
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async def owner_form(
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request: Request,
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interview: InterviewDo = Depends(InterviewDo),
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db: CKDrive = Depends(get_ck_db),
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) -> schemas.Msg:
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""" 渠道质量报表 """
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await interview.init()
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res = interview.get_owner_form_sql()
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sql = res['sql']
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data = await db.execute(sql)
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# 简历渠道
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owner_dict = {1: '前程无忧', 2: '人才库', 3: '智联招聘', 4: 'Boss直聘', 5: '58同城'}
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chk_data = {
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'前程无忧': [],
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'人才库': [],
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'智联招聘': [],
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'Boss直聘': [],
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'58同城': [],
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}
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for i in data.values():
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owner_name = owner_dict[i['owner_name']]
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i_data = deepcopy(i)
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chk_data[owner_name].append(i_data)
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res_msg = {
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'前程无忧': {
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'count': 0
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},
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'人才库': {
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'count': 0
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},
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'智联招聘': {
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'count': 0
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},
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'Boss直聘': {
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'count': 0
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},
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'58同城': {
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'count': 0
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},
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}
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for key, data_list in chk_data.items():
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count_num = len(data_list)
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offer_num = len([1 for i in data_list if i['interview_stage'] >= 5])
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work_num = len([1 for i in data_list if i['interview_stage'] >= 7])
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if offer_num:
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offer_chance = round(offer_num / count_num, 2)
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else:
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offer_chance = 0
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if work_num:
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work_chance = round(work_num / count_num, 2)
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else:
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work_chance = 0
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res_msg[key]['count'] = count_num
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res_msg[key]['offer_num'] = offer_num
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res_msg[key]['work_num'] = work_num
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res_msg[key]['offer_chance'] = offer_chance
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res_msg[key]['work_chance'] = work_chance
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return schemas.Msg(code=200, msg='ok', data=res_msg)
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@ -8,7 +8,12 @@ __all__ = 'jobs',
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class CRUDJobs(CRUDBase):
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# 获取所有对应职位字段的数据
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async def all_field(self, db: AsyncIOMotorDatabase):
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return await self.find_many(db, {})
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return await self.find_many(db, {}, {'_id': 0})
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# 获取所有对应职位指定字段的数据
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async def all_some_field(self, db: AsyncIOMotorDatabase):
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return await self.find_many(db, {}, {'_id': 0, 'job_id': 1, 'job_sector': 1, 'principal': 1, 'job_num': 1,
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'start_time': 1, 'now_job_num': 1, 'job_name': 1})
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# 获取所有对应条件职位字段的数据
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async def all_fields(self, db: AsyncIOMotorDatabase, data_in: schemas.Jobs):
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@ -39,7 +44,7 @@ class CRUDJobs(CRUDBase):
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# 获取对应jobid的信息
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async def find_job(self, db: AsyncIOMotorDatabase, job_id):
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return await self.find_one(db, {'job_id':job_id})
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return await self.find_one(db, {'job_id': job_id})
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jobs = CRUDJobs('jobs')
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@ -164,11 +164,11 @@ class InterviewDo:
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insert_data = self.data_in
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sql = f"insert into HR.resumes(interview_name, interview_type, interview_sign, hope_money, feedback," \
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f" interview_round, event_time, uid, name, phone, job_name, hr_name, work_exp, interview_stage, owner_name," \
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f" education, work_undergo, project_undergo, work_list, school, at_school, specialty, specialty_do, " \
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f"mmended_state, mail, account, id_card, gender, age, gam, interview_state, counts, nation, come_time," \
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f" review, upgrade, now_money, men_state, teacher_state, teacher_back, offer_state, offer_exam_state," \
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f" notice_state, pass_why, pass_text) values"
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f" interview_round, event_time, uid, name, phone, job_name, hr_name, work_exp, interview_stage, owner_name," \
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f" education, work_undergo, project_undergo, work_list, school, at_school, specialty, specialty_do, " \
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f"mmended_state, mail, account, id_card, gender, age, gam, interview_state, counts, nation, come_time," \
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f" review, upgrade, now_money, men_state, teacher_state, teacher_back, offer_state, offer_exam_state," \
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f" notice_state, pass_why, pass_text) values"
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now_time = datetime.datetime.now()
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for data in insert_data:
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s1 = data['event_time']
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@ -424,6 +424,94 @@ class InterviewDo:
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'sql': sql
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}
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# 渠道质量sql
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def get_owner_form_sql(self):
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findStr = ''
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whereStr = ''
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# 查询字段
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self.find_column = ["name", "owner_name", "interview_stage"]
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for fstr in self.find_column:
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findStr += fstr + ', '
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is_date = 0
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if self.where:
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for key, value in self.where.items():
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if key in ['start_time', 'end_time']:
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is_date = 1
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continue
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if isinstance(value, str):
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whereStr += str(key) + ' = ' + "'" + value + "'" + ' '
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continue
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whereStr += str(key) + ' = ' + str(value) + ' '
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whereStr = whereStr.strip()
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findStr = findStr.strip().strip(',')
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# 有日期条件
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if is_date:
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start_time = self.where.get('start_time', '')
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end_time = self.where.get('end_time', '')
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if whereStr:
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sql = f"select {findStr} from HR.resumes where {whereStr}"
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else:
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sql = f"select {findStr} from HR.resumes where '1'"
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if start_time:
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sql += f" and toDate(event_time) >= `{start_time}`"
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if end_time:
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sql += f" and toDate(event_time) <= `{end_time}`"
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# 没有日期条件
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else:
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if whereStr:
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sql = f"select {findStr} from HR.resumes where {whereStr}"
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else:
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sql = f"select {findStr} from HR.resumes"
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print(sql)
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return {
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'sql': sql
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}
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# 渠道质量sql
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def get_every_stage_form_sql(self, job_ids):
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findStr = ''
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whereStr = ''
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# 查询字段
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self.find_column = ["name", "interview_stage", "job_id"]
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for fstr in self.find_column:
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findStr += fstr + ', '
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is_date = 0
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if self.where:
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for key, value in self.where.items():
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if key in ['start_time', 'end_time']:
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is_date = 1
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continue
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if isinstance(value, str):
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whereStr += str(key) + ' = ' + "'" + value + "'" + ' '
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continue
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whereStr += str(key) + ' = ' + str(value) + ' '
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whereStr = whereStr.strip()
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findStr = findStr.strip().strip(',')
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# 有日期条件
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if is_date:
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start_time = self.where.get('start_time', '')
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end_time = self.where.get('end_time', '')
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if whereStr:
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sql = f"select {findStr} from HR.resumes where {whereStr} and job_id in {job_ids}"
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else:
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sql = f"select {findStr} from HR.resumes where job_id in {job_ids}"
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if start_time:
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sql += f" and toDate(event_time) >= `{start_time}`"
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if end_time:
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sql += f" and toDate(event_time) <= `{end_time}`"
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# 没有日期条件
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else:
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if whereStr:
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sql = f"select {findStr} from HR.resumes where {whereStr} and job_id in {job_ids}"
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else:
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sql = f"select {findStr} from HR.resumes where job_id in {job_ids}"
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print(sql)
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return {
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'sql': sql
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}
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if __name__ == '__main__':
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find = re.search(r"\d+\.?\d*", "18岁")
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@ -2,10 +2,9 @@
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参数:
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{
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"data_in": "string",
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"interview_query": {"hr_name":"Îâ²Ù"},
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"data_in": "",
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"interview_query": {"hr_name":"吴操"}, # 对应hr的名字
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"find_column": [
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"string"
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]
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}
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53
接口文档/渠道质量模板接口文档.txt
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53
接口文档/渠道质量模板接口文档.txt
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@ -0,0 +1,53 @@
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路由: /api/v1/forms/get_owner_form
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参数:
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{
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"data_in": "", # 参数可都为空
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"interview_query": {},
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"find_column": [
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]
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}
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返回值:
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{
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"code": 200,
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"msg": "ok",
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"data": {
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"前程无忧": {
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"count": 0, # 渠道简历总数
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"offer_num": 0, # 进入offer阶段数量 # 下同
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"work_num": 0, # 进入入职阶段数量
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"offer_chance": 0, # offer率
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"work_chance": 0 # 入职率
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},
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"人才库": {
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"count": 2,
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"offer_num": 2,
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"work_num": 1,
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"offer_chance": 1,
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"work_chance": 0.5
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},
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"智联招聘": {
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"count": 0,
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"offer_num": 0,
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"work_num": 0,
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"offer_chance": 0,
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"work_chance": 0
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},
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"Boss直聘": {
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"count": 0,
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"offer_num": 0,
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"work_num": 0,
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"offer_chance": 0,
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"work_chance": 0
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},
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"58同城": {
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"count": 0,
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"offer_num": 0,
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"work_num": 0,
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"offer_chance": 0,
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"work_chance": 0
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}
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}
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}
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46
接口文档/职位阶段模板接口文档.txt
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46
接口文档/职位阶段模板接口文档.txt
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@ -0,0 +1,46 @@
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路由: /api/v1/forms/get_owner_form
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参数:
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{
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"data_in": "", # 参数可都为空
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"interview_query": {},
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"find_column": [
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]
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}
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返回值:
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{
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"code": 200,
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"msg": "ok",
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"data": {
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"高级游戏测试工程师": { # 职位对应的数据
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"job_name": "高级游戏测试工程师", # 职位名
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"job_sector": "研发部", # 部门
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"principal": "a负责人", # 负责人
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"start_time": "2021-08-23T11:41:54.563000", # 招聘开始时间
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"job_num": 3, # 招聘人数
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"now_job_num": 14, # 已入职人数
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"初筛": 0,
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"复筛": 0,
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"面试": 0,
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"offer": 0,
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"待入职": 0,
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"已入职": 14
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},
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"python开发": {
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"job_name": "python开发",
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"job_sector": "平台部",
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"principal": "李",
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"start_time": "2022-06-06T10:51:44.223000",
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"job_num": 6,
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"now_job_num": 0,
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"初筛": 0,
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"复筛": 0,
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"面试": 0,
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"offer": 0,
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"待入职": 0,
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"已入职": 0
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}
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}
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}
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