2nd commit
This commit is contained in:
Ankit Malik
+457
-101
@@ -753,120 +753,307 @@ def fetch_login(engine: Engine , mids: list[int]) -> pl.DataFrame:
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def fetch_Promotion(engine: Engine, mids: list[int]) -> pl.DataFrame:
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if not mids:
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log.warning("No MIDs — nothing to fetch.")
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return pl.DataFrame()
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mid_list = ",".join(str(mid) for mid in mids)
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def fetch_journey_plan(
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engine: Engine,
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report_date: date
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) -> pl.DataFrame:
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sql = f"""
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SELECT
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sc.MID AS mid,
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{p} AS project_id,
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sc.StoreId AS store_id,
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Em.EmpId AS employee_id,
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CONVERT(date, sc.VisitDate) AS visit_date,
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Em.SupervisorId AS supervisor_id,
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sm.ChannelId AS channel_id,
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sm.ChainId AS chain_id,
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sm.StoreTypeId AS storetype_id,
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msd.PromoDefinitionId AS promo_definition_id,
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msd.PromoDefinitionName AS promo_definition_name,
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SELECT
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StoreId AS store_id,
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EmpId AS employee_id,
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CAST(VisitDate AS DATE) AS visit_date,
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Deviation AS process_id
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-- Resolve which dimension level the promo targets
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-- (Category / SubCategory / Brand / SubBrand)
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CASE
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WHEN ISNULL(ts.PromoTable,'') = 'Master_Category' THEN 'Category'
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WHEN ISNULL(ts.PromoTable,'') = 'Master_SubCategory' THEN 'SubCategory'
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WHEN ISNULL(ts.PromoTable,'') = 'Master_Brand' THEN 'Brand'
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WHEN ISNULL(ts.PromoTable,'') = 'Master_SubBrand' THEN 'SubBrand'
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ELSE ''
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END AS promotion_details,
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FROM OneApp_KelloggsMT.dbo.Mapping_JourneyPlan
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ts.PromoValue AS promotion_details_id,
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WHERE MONTH(VisitDate) = {report_date.month}
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AND YEAR(VisitDate) = {report_date.year}
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-- Resolve the actual name of that dimension item
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-- SQL Server evaluates exactly ONE of these subqueries per row
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CASE
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WHEN ISNULL(ts.PromoTable,'') = 'Master_Category'
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THEN (SELECT a.CategoryName
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FROM OneApp_KelloggsMT.dbo.Master_Category a
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WHERE a.CategoryId = ts.PromoValue)
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WHEN ISNULL(ts.PromoTable,'') = 'Master_SubCategory'
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THEN (SELECT a.SubCategoryName
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FROM OneApp_KelloggsMT.dbo.Master_SubCategory a
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WHERE a.SubCategoryId = ts.PromoValue)
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WHEN ISNULL(ts.PromoTable,'') = 'Master_Brand'
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THEN (SELECT a.BrandName
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FROM OneApp_KelloggsMT.dbo.Master_Brand a
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WHERE a.BrandId = ts.PromoValue)
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WHEN ISNULL(ts.PromoTable,'') = 'Master_SubBrand'
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THEN (SELECT a.SubBrandName
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FROM OneApp_KelloggsMT.dbo.Master_SubBrand a
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WHERE a.SubBrandId = ts.PromoValue)
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END AS promo_value_name,
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-- Present flag: 0 → 'N', anything else → 'Y'
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CASE WHEN ts.Present = 0 THEN 'N' ELSE 'Y' END AS is_present,
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-- Reason only populated when promo is ABSENT
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CASE
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WHEN ts.Present = 1 THEN ''
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ELSE ISNULL(mnp.PromoReason, '')
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END AS reason,
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ISNULL(mpq.PromoQuestionName, '') AS question,
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ISNULL(tpq.PromoAnswerName, '') AS answer,
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-- Image URLs — empty string when no image
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CASE
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WHEN ISNULL(SHI.PromoImage1,'') = '' THEN ''
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ELSE 'https://kimt1.parinaam.in/Upload/PromotionImages/'
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+ SHI.PromoImage1
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END AS image1,
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CASE
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WHEN ISNULL(SHI.PromoImage2,'') = '' THEN ''
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ELSE 'https://kimt1.parinaam.in/Upload/PromotionImages/'
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+ SHI.PromoImage2
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END AS image2,
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GETDATE() AS update_date,
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'ETL-SQLAlchemy' AS update_by
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FROM OneApp_KelloggsMT.dbo.T_Promotion ts
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INNER JOIN OneApp_KelloggsMT.dbo.T_StoreCoverage sc
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ON ts.mid = sc.mid
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INNER JOIN OneApp_KelloggsMT.dbo.vw_StoreDetail sm
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ON sc.StoreId = sm.StoreId
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INNER JOIN OneApp_KelloggsMT.dbo.vw_Employee_Detail Em
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ON sc.EmpId = Em.EmpId
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INNER JOIN OneApp_KelloggsMT.dbo.Master_PromotionDefinition msd
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ON msd.PromoDefinitionId = ts.PromoDefinitionId
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LEFT JOIN OneApp_KelloggsMT.dbo.T_PromotionImages SHI
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ON ts.PId = SHI.PId
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LEFT JOIN OneApp_KelloggsMT.dbo.Master_PromotionReason mnp
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ON ts.PromoReasonId = mnp.PromoReasonId
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LEFT JOIN OneApp_KelloggsMT.dbo.t_promotionquestion tpq
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ON ts.PId = tpq.PId
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LEFT JOIN OneApp_KelloggsMT.dbo.Master_PromotionQuestion mpq
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ON tpq.PromoQuestionId = mpq.PromoQuestionId
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WHERE Em.EmpName NOT LIKE 'test%'
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AND sc.MID IN ({mid_list})
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AND EmpId NOT IN (
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SELECT ID
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FROM OneApp_KelloggsMT.dbo.AspNetUsers
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WHERE UserName LIKE 'TEST%'
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)
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"""
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log.info(f"Fetching Coverage data for {len(mids):,} MIDs")
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log.info(
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f"Fetching Journey Plan for {report_date:%Y-%m}"
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)
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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):,} rows from SQL Server")
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log.info(
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f"Fetched {len(df):,} Journey Plan records"
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)
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return df
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def fetch_coverage_remarks(engine: Engine , mids: list[int]) -> pl.DataFrame:
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"""
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Source:
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OneApp_KelloggsMT.dbo.Master_NonWorkingReason
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Target:
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coverage_remarks
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"""
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sql = """
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SELECT
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40148 AS project_id,
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ReasonId AS reason_id,
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Reason AS reason_remarks
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FROM OneApp_KelloggsMT.dbo.Master_NonWorkingReason
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"""
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log.info("Fetching Coverage Remarks")
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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(
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f"Fetched {len(df):,} Coverage Remark records"
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)
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return df
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def fetch_web_logins(
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engine: Engine,
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run_date: date
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) -> pl.DataFrame:
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"""
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Source:
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T_User_Activity_Log
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Target:
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Web Logins
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"""
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sql = f"""
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SELECT DISTINCT
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40148 AS project_id,
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EM1.Id AS supervisor_id,
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EM1.EmployeeName AS supervisor_name,
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EM.Id AS emp_id,
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EM.EmployeeName AS employee_name,
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DM.DesignationName AS designation,
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CAST(AL.Date AS DATE) AS login_date,
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CONVERT(VARCHAR, AL.Date, 108) AS login_time,
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AL.Thread AS activity_name,
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AL.Level AS activity_type,
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R.RightName AS right_name,
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GETDATE() AS create_date,
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'Pius' AS create_by
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FROM OneApp_KelloggsMT.dbo.T_User_Activity_Log AL
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LEFT JOIN OneApp_KelloggsMT.dbo.AspNetUsers EM
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ON AL.Logger = EM.UserName
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INNER JOIN OneApp_KelloggsMT.dbo.AspNetUsers EM1
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ON EM1.Id = EM.ManagerId
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INNER JOIN OneApp_KelloggsMT.dbo.AspNetUsers EM2
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ON EM2.Id = EM1.ManagerId
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INNER JOIN OneApp_KelloggsMT.dbo.Master_Designation DM
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ON EM.DesignationId = DM.DesignationId
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INNER JOIN OneApp_KelloggsMT.dbo.Master_City CM
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ON EM.CityId = CM.CityId
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INNER JOIN OneApp_KelloggsMT.dbo.Master_State ST
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ON ST.StateId = CM.StateId
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INNER JOIN OneApp_KelloggsMT.dbo.Master_Region RM
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ON RM.RegionId = ST.RegionId
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INNER JOIN OneApp_KelloggsMT.dbo.Right_Master R
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ON EM.RightId = R.RightId
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WHERE CAST(AL.Date AS DATE) = '{run_date}'
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"""
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log.info(f"Fetching Web Login data for {run_date}")
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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(
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f"Fetched {len(df):,} Web Login records"
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)
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return df
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def fetch_promotion(
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engine: Engine,
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mids: list[int]
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) -> pl.DataFrame:
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if not mids:
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log.warning("No MIDs supplied.")
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return pl.DataFrame()
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mid_list = ",".join(map(str, mids))
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sql = f"""
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SELECT
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SC.MID,
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40148 AS project_id,
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SC.StoreId AS store_id,
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EM.EmpId AS employee_id,
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SC.VisitDate AS visit_date,
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EM.SupervisorId AS supervisor_id,
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SM.ChannelId AS channel_id,
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SM.ChainId AS chain_id,
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SM.StoreTypeId AS storetype_id,
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MSD.PromoDefinitionId AS promo_definition_id,
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MSD.PromoDefinitionName AS promo_definition_name,
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CASE
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WHEN ISNULL(TS.PromoTable,'')='Master_Category'
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THEN 'Category'
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WHEN ISNULL(TS.PromoTable,'')='Master_SubCategory'
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THEN 'SubCategory'
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WHEN ISNULL(TS.PromoTable,'')='Master_Brand'
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THEN 'Brand'
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WHEN ISNULL(TS.PromoTable,'')='Master_SubBrand'
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THEN 'SubBrand'
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END AS promotion_details,
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TS.PromoValue AS promotion_details_id,
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CASE
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WHEN ISNULL(TS.PromoTable,'')='Master_Category'
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THEN (
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SELECT CategoryName
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FROM OneApp_KelloggsMT.dbo.Master_Category A
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WHERE A.CategoryId = TS.PromoValue
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)
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WHEN ISNULL(TS.PromoTable,'')='Master_SubCategory'
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THEN (
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SELECT SubCategoryName
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FROM OneApp_KelloggsMT.dbo.Master_SubCategory A
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WHERE A.SubCategoryId = TS.PromoValue
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)
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WHEN ISNULL(TS.PromoTable,'')='Master_Brand'
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THEN (
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SELECT BrandName
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FROM OneApp_KelloggsMT.dbo.Master_Brand A
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WHERE A.BrandId = TS.PromoValue
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)
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WHEN ISNULL(TS.PromoTable,'')='Master_SubBrand'
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THEN (
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SELECT SubBrandName
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FROM OneApp_KelloggsMT.dbo.Master_SubBrand A
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WHERE A.SubBrandId = TS.PromoValue
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)
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END AS promotion_value_name,
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CASE
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WHEN TS.Present = 0 THEN 'N'
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ELSE 'Y'
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END AS present,
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CASE
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WHEN TS.Present = 1 THEN ''
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ELSE ISNULL(MNP.PromoReason,'')
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END AS reason,
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ISNULL(MPQ.PromoQuestionName,'') AS promo_question,
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ISNULL(TPQ.PromoAnswerName,'') AS promo_answer,
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CASE
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WHEN ISNULL(SHI.PromoImage1,'') = ''
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THEN ''
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ELSE
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'https://kimt1.parinaam.in/Upload/PromotionImages/'
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+ SHI.PromoImage1
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END AS image1,
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CASE
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WHEN ISNULL(SHI.PromoImage2,'') = ''
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THEN ''
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ELSE
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'https://kimt1.parinaam.in/Upload/PromotionImages/'
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+ SHI.PromoImage2
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END AS image2
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FROM OneApp_KelloggsMT.dbo.T_Promotion TS
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INNER JOIN OneApp_KelloggsMT.dbo.T_StoreCoverage SC
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ON TS.MID = SC.MID
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INNER JOIN OneApp_KelloggsMT.dbo.vw_StoreDetail SM
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ON SC.StoreId = SM.StoreId
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INNER JOIN OneApp_KelloggsMT.dbo.vw_Employee_Detail EM
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ON SC.EmpId = EM.EmpId
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INNER JOIN OneApp_KelloggsMT.dbo.Master_PromotionDefinition MSD
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ON MSD.PromoDefinitionId = TS.PromoDefinitionId
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LEFT JOIN OneApp_KelloggsMT.dbo.T_PromotionImages SHI
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ON TS.PId = SHI.PId
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LEFT JOIN OneApp_KelloggsMT.dbo.Master_PromotionReason MNP
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ON TS.PromoReasonId = MNP.PromoReasonId
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LEFT JOIN OneApp_KelloggsMT.dbo.T_PromotionQuestion TPQ
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ON TS.PId = TPQ.PId
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LEFT JOIN OneApp_KelloggsMT.dbo.Master_PromotionQuestion MPQ
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ON TPQ.PromoQuestionId = MPQ.PromoQuestionId
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WHERE EM.EmpName NOT LIKE 'test%'
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AND SC.MID IN ({mid_list})
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"""
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log.info(
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f"Fetching Promotion data for {len(mids):,} MIDs"
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)
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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(
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f"Fetched {len(df):,} Promotion records"
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)
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return df
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@@ -874,3 +1061,172 @@ def fetch_Promotion(engine: Engine, mids: list[int]) -> pl.DataFrame:
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def fetch_paid_visibility(
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engine: Engine,
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mids: list[int]
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) -> pl.DataFrame:
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if not mids:
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log.warning("No MIDs supplied.")
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return pl.DataFrame()
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mid_list = ",".join(map(str, mids))
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sql = f"""
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SELECT
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SC.MID,
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40148 AS project_id,
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SC.StoreId AS store_id,
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EM.EmpId AS employee_id,
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SC.VisitDate AS visit_date,
|
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EM.SupervisorId AS supervisor_id,
|
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SM.ChannelId AS channel_id,
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SM.ChainId AS chain_id,
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SM.StoreTypeId AS storetype_id,
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0 AS menu_id,
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'' AS menu_name,
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TS.VisibilityId AS visibility_id,
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MV.VisibilityName AS visibility_name,
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MSD.VisibilityDefinitionId AS visibility_definition_id,
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MSD.VisibilityDefinitionName AS visibility_definition_name,
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CASE
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WHEN ISNULL(TS.VisibilityTable,'')='Master_Category'
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THEN 'Category'
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WHEN ISNULL(TS.VisibilityTable,'')='Master_SubCategory'
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THEN 'SubCategory'
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WHEN ISNULL(TS.VisibilityTable,'')='Master_Brand'
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THEN 'Brand'
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WHEN ISNULL(TS.VisibilityTable,'')='Master_SubBrand'
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THEN 'SubBrand'
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END AS visibility_details,
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TS.VisibilityValue AS visibility_details_id,
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CASE
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WHEN ISNULL(TS.VisibilityTable,'')='Master_Category'
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THEN (
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SELECT CategoryName
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FROM OneApp_KelloggsMT.dbo.Master_Category A
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WHERE A.CategoryId = TS.VisibilityValue
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)
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WHEN ISNULL(TS.VisibilityTable,'')='Master_SubCategory'
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THEN (
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SELECT SubCategoryName
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FROM OneApp_KelloggsMT.dbo.Master_SubCategory A
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WHERE A.SubCategoryId = TS.VisibilityValue
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)
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WHEN ISNULL(TS.VisibilityTable,'')='Master_Brand'
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THEN (
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SELECT BrandName
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FROM OneApp_KelloggsMT.dbo.Master_Brand A
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WHERE A.BrandId = TS.VisibilityValue
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)
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WHEN ISNULL(TS.VisibilityTable,'')='Master_SubBrand'
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THEN (
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SELECT SubBrandName
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FROM OneApp_KelloggsMT.dbo.Master_SubBrand A
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WHERE A.SubBrandId = TS.VisibilityValue
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||||
)
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||||
END AS visibility_value_name,
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||||
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CASE
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||||
WHEN TS.Present = 0 THEN 'N'
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ELSE 'Y'
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END AS present,
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||||
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||||
CASE
|
||||
WHEN TS.Present = 0
|
||||
THEN TS.VisibilityReasonId
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||||
ELSE NULL
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||||
END AS reason_id,
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||||
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CASE
|
||||
WHEN TS.Present = 0
|
||||
THEN ISNULL(MNP.VisibilityReason,'')
|
||||
ELSE ''
|
||||
END AS reason,
|
||||
|
||||
ISNULL(MVQ.VisibilityQuestionName,'') AS visibility_question,
|
||||
ISNULL(TVQ.VisibilityAnswerName,'') AS visibility_answer,
|
||||
|
||||
CASE
|
||||
WHEN TS.Present = 0 THEN ''
|
||||
ELSE
|
||||
CASE
|
||||
WHEN ISNULL(SHI.VisibilityImage1,'') = ''
|
||||
THEN ''
|
||||
ELSE
|
||||
'https://kimt1.parinaam.in/Upload/PaidVisibilityImages/'
|
||||
+ SHI.VisibilityImage1
|
||||
END
|
||||
END AS image1,
|
||||
|
||||
CASE
|
||||
WHEN ISNULL(SHI.VisibilityImage2,'') = ''
|
||||
THEN ''
|
||||
ELSE
|
||||
'https://kimt.parinaam.in/Upload/PaidVisibilityImages/'
|
||||
+ SHI.VisibilityImage2
|
||||
END AS image2
|
||||
|
||||
FROM OneApp_KelloggsMT.dbo.T_Visibility TS WITH (NOLOCK)
|
||||
|
||||
INNER JOIN OneApp_KelloggsMT.dbo.T_StoreCoverage SC
|
||||
ON TS.MID = SC.MID
|
||||
|
||||
INNER JOIN OneApp_KelloggsMT.dbo.vw_StoreDetail SM
|
||||
ON SC.StoreId = SM.StoreId
|
||||
|
||||
INNER JOIN OneApp_KelloggsMT.dbo.vw_Employee_Detail EM
|
||||
ON SC.EmpId = EM.EmpId
|
||||
|
||||
INNER JOIN OneApp_KelloggsMT.dbo.Master_VisibilityDefinition MSD
|
||||
ON MSD.VisibilityDefinitionId = TS.VisibilityDefinitionId
|
||||
|
||||
LEFT JOIN OneApp_KelloggsMT.dbo.Master_Visibility MV
|
||||
ON TS.VisibilityId = MV.VisibilityId
|
||||
|
||||
LEFT JOIN OneApp_KelloggsMT.dbo.T_VisibilityImages SHI
|
||||
ON TS.VId = SHI.VId
|
||||
|
||||
LEFT JOIN OneApp_KelloggsMT.dbo.Master_VisibilityReason MNP
|
||||
ON TS.VisibilityReasonId = MNP.VisibilityReasonId
|
||||
|
||||
LEFT JOIN OneApp_KelloggsMT.dbo.T_VisibilityStock TVS
|
||||
ON TS.VId = TVS.VId
|
||||
|
||||
LEFT JOIN OneApp_KelloggsMT.dbo.T_VisibilityQuestion TVQ
|
||||
ON TS.VId = TVQ.VId
|
||||
|
||||
LEFT JOIN OneApp_KelloggsMT.dbo.Master_VisibilityQuestion MVQ
|
||||
ON TVQ.VisibilityQuestionId = MVQ.VisibilityQuestionId
|
||||
|
||||
WHERE EM.EmpName NOT LIKE 'test%'
|
||||
AND SC.MID IN ({mid_list})
|
||||
"""
|
||||
|
||||
log.info(
|
||||
f"Fetching Paid Visibility data for {len(mids):,} MIDs"
|
||||
)
|
||||
|
||||
df = pl.read_database(
|
||||
query=sql,
|
||||
connection=engine
|
||||
)
|
||||
|
||||
log.info(
|
||||
f"Fetched {len(df):,} Paid Visibility records"
|
||||
)
|
||||
|
||||
return df
|
||||
Reference in New Issue
Block a user