Ankit Malik
123 lines
3.4 KiB
Python
123 lines
3.4 KiB
Python
import os
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# import pyarrow
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import sys
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import logging
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from datetime import date, timedelta
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import polars as pl
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from sqlalchemy import create_engine, text
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from sqlalchemy.engine import Engine, URL
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import clickhouse_connect
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from dotenv import load_dotenv
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from log import log
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from clickhouse_task.create_table import *
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from db_con.connection import *
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def MID_TABLE_COV(engine: Engine, target_date: date) -> list[int]:
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sql = text("""
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SELECT MID FROM OneApp_KelloggsMT.dbo.T_StoreCoverage
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WHERE CONVERT(date, CreateDate) = :target_date
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UNION
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SELECT MID FROM OneApp_KelloggsMT.dbo.T_StoreCoverage
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WHERE CONVERT(date, UpdateDate) = :target_date
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""")
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log.info(f"Collecting MIDs for: {target_date}")
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with engine.connect() as conn:
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result = conn.execute(sql, {"target_date": target_date})
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mids = [row[0] for row in result.fetchall()]
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log.info(f"Found {len(mids):,} MIDs")
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return mids
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def MID_TABLE_COV1(
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engine: Engine,
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target_date: date,
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) -> pl.DataFrame:
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query = f"""
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SELECT
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EmpId,
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CAST(VisitDate AS DATE) AS VisitDate
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FROM OneApp_KelloggsMT.dbo.T_OQAD
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WHERE CAST(CreateDate AS DATE) = '{target_date}'
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UNION
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SELECT
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EmpId,
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CAST(VisitDate AS DATE) AS VisitDate
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FROM OneApp_KelloggsMT.dbo.T_OQAD
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WHERE CAST(UpdateDate AS DATE) = '{target_date}'
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"""
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return pl.read_database(
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query=query,
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connection=engine,
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)
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def fetch_quiz_empids(engine: Engine, run_date : date) -> pl.DataFrame:
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sql_template = f"""
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WITH MID_TABLE_COV1 AS
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(
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SELECT EmpId, VisitDate
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FROM OneApp_KelloggsMT.dbo.T_OQAD
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WHERE CreateDate >= {run_date}
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AND CreateDate < DATEADD(DAY,1,'{run_date}')
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UNION ALL
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SELECT EmpId, VisitDate
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FROM OneApp_KelloggsMT.dbo.T_OQAD
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WHERE UpdateDate >= {run_date}
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AND UpdateDate < DATEADD(DAY,1, '{run_date}')
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),
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QUIZ AS
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(
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SELECT Distinct E.EmpId as empid
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, CONVERT(date,DQ.VisitDate) AS visitdate
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FROM OneApp_KelloggsMT.dbo.T_OQAD DQ INNER JOIN
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OneApp_KelloggsMT.dbo.vw_Employee_Detail E ON DQ.EmpId = E.EmpId inner join
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OneApp_KelloggsMT.dbo.Master_OQAD_Question QU on DQ.QuestionId= qu.QuestionId inner join
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OneApp_KelloggsMT.dbo.Master_OQAD_Category qc on qu.QuestionCategoryId= qc.QuestionCategoryId
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where e.EmpName not like 'test%' and e.RightId in (6)
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and (E.ResignDate is null or E.ResignDate>=''+CONVERT(VARCHAR,'{run_date}')+'') AND E.EmpName NOT LIKE '%TEST%'
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AND DQ.EmpId IN (SELECT EmpId FROM MID_TABLE_COV1 A WHERE
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DQ.EmpId=A.EmpId AND CONVERT(date,VisitDate)=CONVERT(date,A.VisitDate) )
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) select * from quiz
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"""
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sql = sql_template.format(
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run_date=run_date.strftime("%Y-%m-%d")
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)
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log.info(f"Fetching quiz_empids data for EMPID and Visitid")
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df = pl.read_database(
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query=sql,
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connection=engine
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)
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log.info(f"Fetched {len(df):,} total empid and visitdate fetched for OQAD from SQL Server")
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return df
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