渠道质量,阶段数据

api/api_v1/endpoints/forms.py

@@ -2,6 +2,7 @@ import operator
 import os
 import re
 import pandas as pd
+from copy import deepcopy
 from fastapi import APIRouter, Depends, Request, File, UploadFile
 from motor.motor_asyncio import AsyncIOMotorDatabase
 
@@ -21,12 +22,12 @@ router = APIRouter()
 
 # 候选人质量报表
 @router.post("/man_mass_form")
-async def interview_find(
+async def man_mass_form(
         request: Request,
         interview: InterviewDo = Depends(InterviewDo),
         db: CKDrive = Depends(get_ck_db),
 ) -> schemas.Msg:
-    """ interview面试数据查询 """
+    """ 候选人质量报表 """
     await interview.init()
     res = interview.get_man_mass_form_sql()
     sql = res['sql']
@@ -171,7 +172,7 @@ async def interview_find(
         else:
             work_exp['20-40'].append(i_name)
 
-        i_job_name = interview_data.get('job_name', '')
+        i_job_name = interview_data.get('job_names', '')
         if i_job_name:
             if i_job_name in account:
                 job_name[i_job_name].append(i_name)
@@ -210,3 +211,122 @@ async def interview_find(
 
     return schemas.Msg(code=200, msg='ok', data=res_msg)
 
+
+# 职位阶段数据报表
+@router.post("/get_every_stage_form")
+async def owner_form(
+        request: Request,
+        interview: InterviewDo = Depends(InterviewDo),
+        ck_db: CKDrive = Depends(get_ck_db),
+        db: AsyncIOMotorDatabase = Depends(get_database)
+) -> schemas.Msg:
+    """ 职位阶段数据报表 """
+    all_jobs = await crud.jobs.all_some_field(db)
+    res_msg = {}
+    job_id_to_name = {}
+    job_ids = []
+    for job_data in all_jobs:
+        job_id = job_data['job_id']
+        job_ids.append(job_id)
+        job_name = job_data['job_name']
+        job_id_to_name[job_id] = job_name
+        res_job_data = deepcopy({k: v for k, v in job_data.items() if k != 'job_id'})
+        res_job_data.update({
+            '初筛': 0,
+            '复筛': 0,
+            '面试': 0,
+            'offer': 0,
+            '待入职': 0,
+            '已入职': job_data['now_job_num'],
+        })
+        res_msg[job_name] = res_job_data
+
+    await interview.init()
+    res = interview.get_every_stage_form_sql(job_ids)
+    sql = res['sql']
+    data = await ck_db.execute(sql)
+    for ck_data in data.values():
+        # 职位id不存在跳过
+        if ck_data['job_id'] not in job_id_to_name:
+            continue
+        ck_job_name = job_id_to_name[ck_data['job_id']]
+        stage = ck_data['interview_stage']
+        if stage == 1:
+            res_msg[ck_job_name]['初筛'] += 1
+        elif stage == 2:
+            res_msg[ck_job_name]['复筛'] += 1
+        elif stage == 3:
+            res_msg[ck_job_name]['面试'] += 1
+        elif stage == 4:
+            res_msg[ck_job_name]['offer'] += 1
+        elif stage == 5:
+            res_msg[ck_job_name]['待入职'] += 1
+
+    return schemas.Msg(code=200, msg='ok', data=res_msg)
+
+
+# 每个阶段报表
+@router.post("/get_owner_form")
+async def owner_form(
+        request: Request,
+        interview: InterviewDo = Depends(InterviewDo),
+        db: CKDrive = Depends(get_ck_db),
+) -> schemas.Msg:
+    """ 渠道质量报表 """
+    await interview.init()
+    res = interview.get_owner_form_sql()
+    sql = res['sql']
+    data = await db.execute(sql)
+    # 简历渠道
+    owner_dict = {1: '前程无忧', 2: '人才库', 3: '智联招聘', 4: 'Boss直聘', 5: '58同城'}
+    chk_data = {
+        '前程无忧': [],
+        '人才库': [],
+        '智联招聘': [],
+        'Boss直聘': [],
+        '58同城': [],
+    }
+    for i in data.values():
+        owner_name = owner_dict[i['owner_name']]
+        i_data = deepcopy(i)
+        chk_data[owner_name].append(i_data)
+
+    res_msg = {
+        '前程无忧': {
+            'count': 0
+        },
+        '人才库': {
+            'count': 0
+        },
+        '智联招聘': {
+            'count': 0
+        },
+        'Boss直聘': {
+            'count': 0
+        },
+        '58同城': {
+            'count': 0
+        },
+    }
+
+    for key, data_list in chk_data.items():
+        count_num = len(data_list)
+        offer_num = len([1 for i in data_list if i['interview_stage'] >= 5])
+        work_num = len([1 for i in data_list if i['interview_stage'] >= 7])
+
+        if offer_num:
+            offer_chance = round(offer_num / count_num, 2)
+        else:
+            offer_chance = 0
+
+        if work_num:
+            work_chance = round(work_num / count_num, 2)
+        else:
+            work_chance = 0
+        res_msg[key]['count'] = count_num
+        res_msg[key]['offer_num'] = offer_num
+        res_msg[key]['work_num'] = work_num
+        res_msg[key]['offer_chance'] = offer_chance
+        res_msg[key]['work_chance'] = work_chance
+
+    return schemas.Msg(code=200, msg='ok', data=res_msg)

crud/crud_jobs.py

@@ -8,7 +8,12 @@ __all__ = 'jobs',
 class CRUDJobs(CRUDBase):
     # 获取所有对应职位字段的数据
     async def all_field(self, db: AsyncIOMotorDatabase):
-        return await self.find_many(db, {})
+        return await self.find_many(db, {}, {'_id': 0})
+
+    # 获取所有对应职位指定字段的数据
+    async def all_some_field(self, db: AsyncIOMotorDatabase):
+        return await self.find_many(db, {}, {'_id': 0, 'job_id': 1, 'job_sector': 1, 'principal': 1, 'job_num': 1,
+                                             'start_time': 1, 'now_job_num': 1, 'job_name': 1})
 
     # 获取所有对应条件职位字段的数据
     async def all_fields(self, db: AsyncIOMotorDatabase, data_in: schemas.Jobs):

models/interview_zsgc.py

@@ -424,6 +424,94 @@ class InterviewDo:
             'sql': sql
         }
 
+    # 渠道质量sql
+    def get_owner_form_sql(self):
+        findStr = ''
+        whereStr = ''
+        # 查询字段
+        self.find_column = ["name", "owner_name", "interview_stage"]
+        for fstr in self.find_column:
+            findStr += fstr + ', '
+        is_date = 0
+        if self.where:
+            for key, value in self.where.items():
+                if key in ['start_time', 'end_time']:
+                    is_date = 1
+                    continue
+                if isinstance(value, str):
+                    whereStr += str(key) + ' = ' + "'" + value + "'" + ' '
+                    continue
+                whereStr += str(key) + ' = ' + str(value) + ' '
+            whereStr = whereStr.strip()
+        findStr = findStr.strip().strip(',')
+
+        # 有日期条件
+        if is_date:
+            start_time = self.where.get('start_time', '')
+            end_time = self.where.get('end_time', '')
+            if whereStr:
+                sql = f"select {findStr} from HR.resumes where {whereStr}"
+            else:
+                sql = f"select {findStr} from HR.resumes where '1'"
+            if start_time:
+                sql += f" and toDate(event_time) >= `{start_time}`"
+            if end_time:
+                sql += f" and toDate(event_time) <= `{end_time}`"
+        # 没有日期条件
+        else:
+            if whereStr:
+                sql = f"select {findStr} from HR.resumes where {whereStr}"
+            else:
+                sql = f"select {findStr} from HR.resumes"
+        print(sql)
+        return {
+            'sql': sql
+        }
+
+    # 渠道质量sql
+    def get_every_stage_form_sql(self, job_ids):
+        findStr = ''
+        whereStr = ''
+        # 查询字段
+        self.find_column = ["name", "interview_stage", "job_id"]
+        for fstr in self.find_column:
+            findStr += fstr + ', '
+        is_date = 0
+        if self.where:
+            for key, value in self.where.items():
+                if key in ['start_time', 'end_time']:
+                    is_date = 1
+                    continue
+                if isinstance(value, str):
+                    whereStr += str(key) + ' = ' + "'" + value + "'" + ' '
+                    continue
+                whereStr += str(key) + ' = ' + str(value) + ' '
+            whereStr = whereStr.strip()
+        findStr = findStr.strip().strip(',')
+
+        # 有日期条件
+        if is_date:
+            start_time = self.where.get('start_time', '')
+            end_time = self.where.get('end_time', '')
+            if whereStr:
+                sql = f"select {findStr} from HR.resumes where {whereStr} and job_id in {job_ids}"
+            else:
+                sql = f"select {findStr} from HR.resumes where job_id in {job_ids}"
+            if start_time:
+                sql += f" and toDate(event_time) >= `{start_time}`"
+            if end_time:
+                sql += f" and toDate(event_time) <= `{end_time}`"
+        # 没有日期条件
+        else:
+            if whereStr:
+                sql = f"select {findStr} from HR.resumes where {whereStr} and job_id in {job_ids}"
+            else:
+                sql = f"select {findStr} from HR.resumes where job_id in {job_ids}"
+        print(sql)
+        return {
+            'sql': sql
+        }
+
 
 if __name__ == '__main__':
     find = re.search(r"\d+\.?\d*", "18岁")

接口文档/候选人质量模板接口文档.txt

@@ -2,10 +2,9 @@
 
 参数:
 {
-  "data_in": "string",
+  "data_in": "",
-  "interview_query": {"hr_name":"Îâ²Ù"},
+  "interview_query": {"hr_name":"吴操"},   # 对应hr的名字
   "find_column": [
-    "string"
   ]
 }
 

接口文档/渠道质量模板接口文档.txt

@@ -0,0 +1,53 @@
+路由: /api/v1/forms/get_owner_form
+
+参数:
+{
+  "data_in": "",                    # 参数可都为空
+  "interview_query": {},
+  "find_column": [
+  ]
+}
+
+
+返回值:
+{
+  "code": 200,
+  "msg": "ok",
+  "data": {
+    "前程无忧": {
+      "count": 0,                       # 渠道简历总数
+      "offer_num": 0,                   # 进入offer阶段数量           # 下同
+      "work_num": 0,                    # 进入入职阶段数量
+      "offer_chance": 0,                # offer率
+      "work_chance": 0                  # 入职率
+    },
+    "人才库": {
+      "count": 2,
+      "offer_num": 2,
+      "work_num": 1,
+      "offer_chance": 1,
+      "work_chance": 0.5
+    },
+    "智联招聘": {
+      "count": 0,
+      "offer_num": 0,
+      "work_num": 0,
+      "offer_chance": 0,
+      "work_chance": 0
+    },
+    "Boss直聘": {
+      "count": 0,
+      "offer_num": 0,
+      "work_num": 0,
+      "offer_chance": 0,
+      "work_chance": 0
+    },
+    "58同城": {
+      "count": 0,
+      "offer_num": 0,
+      "work_num": 0,
+      "offer_chance": 0,
+      "work_chance": 0
+    }
+  }
+}

接口文档/职位阶段模板接口文档.txt

@@ -0,0 +1,46 @@
+路由: /api/v1/forms/get_owner_form
+
+参数:
+{
+  "data_in": "",                    # 参数可都为空
+  "interview_query": {},
+  "find_column": [
+  ]
+}
+
+
+返回值:
+{
+  "code": 200,
+  "msg": "ok",
+  "data": {
+    "高级游戏测试工程师": {                                     # 职位对应的数据
+      "job_name": "高级游戏测试工程师",                         # 职位名
+      "job_sector": "研发部",                                 # 部门
+      "principal": "a负责人",                                 # 负责人
+      "start_time": "2021-08-23T11:41:54.563000",            # 招聘开始时间
+      "job_num": 3,                                          # 招聘人数
+      "now_job_num": 14,                                     # 已入职人数
+      "初筛": 0,
+      "复筛": 0,
+      "面试": 0,
+      "offer": 0,
+      "待入职": 0,
+      "已入职": 14
+    },
+    "python开发": {
+      "job_name": "python开发",
+      "job_sector": "平台部",
+      "principal": "李",
+      "start_time": "2022-06-06T10:51:44.223000",
+      "job_num": 6,
+      "now_job_num": 0,
+      "初筛": 0,
+      "复筛": 0,
+      "面试": 0,
+      "offer": 0,
+      "待入职": 0,
+      "已入职": 0
+    }
+  }
+}