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Home/ Questions/Q 8742605
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Editorial Team
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Editorial Team
Asked: June 13, 20262026-06-13T11:31:52+00:00 2026-06-13T11:31:52+00:00

I have a poorly designed table that I did not design and cannot fix/change

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I have a poorly designed table that I did not design and cannot fix/change because a 3rd party blackberry app that writes to it. The meat is that there is a start record and a stop record for tracking events with NO connection or validation that there is a match. The blackberry app does nothing to tie these records together. I have tried to create a join on its self and create temp tables with the begin and one with the end to full outer join them. The problem is that I have duplicate entries were the entry should be marked as having no mate. Existing data has rows with no mate on both the start and end records. I have searched SO for answers and I found some close answers that have led me this far. I know its a long post, sorry for that.

There is a single table that surprisingly has a primary key. There is no pivot/intersection table. Structure is

ID (int PK)
activityType varchar
beginEnd varchar ('begin' or 'end')
businessKey varchar nullable
date DATETIME
technician varchar

The following columns are in the table as well, but are nullable, and not important to the query.

dateSubmitted DATETIME
gpsLatitude float
gpsLongitude float
note varchar
odometer int

The query that I have now that still leaves dupes: Showing and sorting ID and EndID are for debugging only

DECLARE @DateFrom DATETIME
DECLARE @DateTo DATETIME
SET @DateFrom='20101101'
SET @DateTo='20101102'
DECLARE @Incomplete VARCHAR(15)
SET @Incomplete = 'Incomplete'

DECLARE @StartEvents TABLE
(
[id] [numeric](19, 0) NOT NULL,
[activityType] [varchar](255) NOT NULL,
[beginEnd] [varchar](255) NULL,
[businessKey] [varchar](255) NULL,
[date] [datetime] NOT NULL,
[dateSubmitted] [datetime] NULL,
[gpsLatitude] [float] NULL,
[gpsLongitude] [float] NULL,
[note] [varchar](255) NULL,
[odometer] [int] NULL,
[technician] [varchar](255) NOT NULL
)

INSERT     @StartEvents
       ([ID],[activityType],[beginEnd],[businessKey],[date],[dateSubmitted],[gpsLatitude]
            ,[gpsLongitude],[note],[odometer],[technician])
SELECT      *
FROM        dbo.TimeEntry
WHERE 
[date] between @DateFrom AND @DateTo
AND beginEnd = 'Begin'
--AND [technician] = 'FRED'
ORDER by technician
------------------------------------------------------------
DECLARE @EndEvents TABLE
(
[id] [numeric](19, 0) NOT NULL,
[activityType] [varchar](255) NOT NULL,
[beginEnd] [varchar](255) NULL,
[businessKey] [varchar](255) NULL,
[date] [datetime] NOT NULL,
[dateSubmitted] [datetime] NULL,
[gpsLatitude] [float] NULL,
[gpsLongitude] [float] NULL,
[note] [varchar](255) NULL,
[odometer] [int] NULL,
[technician] [varchar](255) NOT NULL
)

INSERT     @EndEvents
       ([ID],[activityType],[beginEnd],[businessKey],[date],[dateSubmitted],[gpsLatitude]
            ,[gpsLongitude],[note],[odometer],[technician])
SELECT      *
FROM        dbo.TimeEntry
WHERE 
[date] between @DateFrom AND @DateTo AND
beginEnd = 'End'
--AND [technician] = 'FRED'
ORDER by technician

-- And then a conventional SELECT
SELECT     
StartEvents.id 
,EndEvents.id AS EndID
,COALESCE(
    StartEvents.activityType ,EndEvents.activityType ,'Not Available'
    ) AS ActivityType
--,StartEvents.beginEnd as [Begin] 
--,EndEvents.beginEnd AS [End]
,COALESCE (
    convert(VARCHAR(12), StartEvents.[date], 103), 
    convert(VARCHAR(12), EndEvents.[date], 103), @Incomplete
    ) as [Event Date] 
,COALESCE (
    convert(VARCHAR(12), EndEvents.[date], 103), @Incomplete 
    ) as [End Date] 
,COALESCE(
    CONVERT(VARCHAR(5) , StartEvents.dateSubmitted , 108) , @Incomplete
        ) AS StartTime
,COALESCE(
    CONVERT(VARCHAR(5) , EndEvents.dateSubmitted , 108) , @Incomplete
        ) AS EndTime
,COALESCE(
    StartEvents.note, EndEvents.note, ''
    ) as [Note]
,COALESCE(
    StartEvents.technician,EndEvents.technician,'Not Available'
    ) AS Technician 

FROM         
@StartEvents As StartEvents 

FULL OUTER JOIN

@EndEvents AS EndEvents ON 
StartEvents.technician = EndEvents.technician AND 
StartEvents.businessKey = EndEvents.businessKey AND 
StartEvents.activityType = EndEvents.activityType 
AND convert(VARCHAR(12), StartEvents.[date], 103) = convert(VARCHAR(12), EndEvents.[date], 103) 

-- WHERE 
    --StartEvents.[date] between @DateFrom AND @DateTo OR 
    --StartEvents.[dateSubmitted] between @DateFrom AND @DateTo 
ORDER BY 
    StartEvents.Technician,
    ID,ENDID

DATA:

id,activityType,beginEnd,businessKey,date,dateSubmitted,gpsLatitude,gpsLongitude,note,odometer,technician
23569,Standby,Begin,,2010-11-01 08:00:13.000,2010-11-01 08:26:45.533,34.139,-77.895,#1140,28766,barthur@fubar.com
23570,Travel,Begin,00100228002,2010-11-01 07:00:44.000,2010-11-01 08:34:15.370,35.0634,-80.7668,,18706,creneau@fubar.com
23571,Standby,End,,2010-11-01 08:30:08.000,2010-11-01 08:35:20.463,34.0918,-77.9002,#1140,28766,barthur@fubar.com
23572,Travel,Begin,00100226488,2010-11-01 08:30:41.000,2010-11-01 08:36:56.420,34.0918,-77.9002,,28766,barthur@fubar.com
23573,Travel,End,00100226488,2010-11-01 08:45:00.000,2010-11-01 08:44:15.553,34.0918,-77.9002,,28768,barthur@fubar.com
23574,OnSite,Begin,00100226488,2010-11-01 08:45:41.000,2010-11-01 09:24:23.943,34.0918,-77.9002,,0,barthur@fubar.com
23575,OnSite,End,00100226488,2010-11-01 09:30:10.000,2010-11-01 09:33:19.953,34.0918,-77.9002,,28768,barthur@fubar.com
23576,Travel,Begin,00100228137,2010-11-01 09:30:20.000,2010-11-01 09:34:57.330,34.0918,-77.9002,,28768,barthur@fubar.com
23577,Travel,End,00100228137,2010-11-01 09:45:51.000,2010-11-01 09:42:39.230,34.0918,-77.9002,,28771,barthur@fubar.com
23578,Travel,Begin,00100228138,2010-11-01 09:00:23.000,2010-11-01 09:58:22.857,34.9827,-80.5365,,18749,creneau@fubar.com
23579,OnSite,Begin,00100228137,2010-11-01 09:45:47.000,2010-11-01 10:41:10.563,34.139,-77.895,,0,barthur@fubar.com
23580,OnSite,End,00100228137,2010-11-01 10:45:43.000,2010-11-01 11:09:14.393,34.139,-77.895,,28771,barthur@fubar.com
23581,OnSite,Begin,00100228142,2010-11-01 10:45:42.000,2010-11-01 11:29:26.447,34.139,-77.895,#1015,28771,barthur@fubar.com
23582,OnSite,End,00100228142,2010-11-01 11:15:18.000,2010-11-01 11:55:28.603,34.139,-77.895,#1015,28771,barthur@fubar.com
23583,Travel,Begin,,2010-11-01 11:15:06.000,2010-11-01 11:56:01.633,34.139,-77.895,"#1142 Fuel, #1154 Tickets",28771,barthur@fubar.com
23584,Travel,End,,2010-11-01 12:00:47.000,2010-11-01 12:07:54.867,34.139,-77.895,"#1154, #1142",28774,barthur@fubar.com
23585,Travel,End,,2010-11-01 12:00:47.000,2010-11-01 12:07:55.087,34.139,-77.895,"#1154, #1142",28774,barthur@fubar.com
23586,Break,Begin,,2010-11-01 12:00:26.000,2010-11-01 12:08:06.007,34.139,-77.895,#1153,28774,barthur@fubar.com
23587,Travel,End,,2010-11-01 12:00:47.000,2010-11-01 12:08:06.040,34.139,-77.895,"#1154, #1142",28774,barthur@fubar.com
23588,Break,Begin,,2010-11-01 12:00:26.000,2010-11-01 12:08:06.070,34.139,-77.895,#1153,28774,barthur@fubar.com
23589,Travel,End,,2010-11-01 12:00:47.000,2010-11-01 12:16:02.673,34.139,-77.895,"#1154, #1142",28774,barthur@fubar.com
23590,Travel,End,,2010-11-01 12:00:47.000,2010-11-01 12:16:14.220,34.139,-77.895,"#1154, #1142",28774,barthur@fubar.com
23591,Travel,Begin,00100228000,2010-11-01 11:45:19.000,2010-11-01 12:35:46.363,35.0634,-80.7668,,18760,creneau@fubar.com
23592,Travel,Begin,00100227980,2010-11-01 13:15:14.000,2010-11-01 13:58:51.050,34.0918,-77.9002,,28774,barthur@fubar.com
23593,Travel,Begin,00100227980,2010-11-01 13:15:14.000,2010-11-01 13:59:03.830,34.0918,-77.9002,,28774,barthur@fubar.com
23594,Travel,Begin,00100227980,2010-11-01 13:15:14.000,2010-11-01 13:59:03.893,34.1594,-77.8929,,28774,barthur@fubar.com
23595,Travel,Begin,00100227980,2010-11-01 13:15:14.000,2010-11-01 13:59:03.940,34.1594,-77.8929,,28774,barthur@fubar.com
23596,Travel,Begin,00100227980,2010-11-01 13:15:14.000,2010-11-01 13:59:15.880,34.1594,-77.8929,,28774,barthur@fubar.com
23597,Travel,Begin,00100227980,2010-11-01 13:15:14.000,2010-11-01 13:59:15.927,34.2743,-77.8668,,28774,barthur@fubar.com
23598,Travel,Begin,00100227980,2010-11-01 13:15:14.000,2010-11-01 13:59:15.987,34.2743,-77.8668,,28774,barthur@fubar.com
23599,Travel,Begin,00100228166,2010-11-01 14:00:13.000,2010-11-01 14:29:45.320,35.0634,-80.7668,,18779,creneau@fubar.com
23600,Travel,End,00100227980,2010-11-01 15:15:58.000,2010-11-01 15:15:40.403,35.3414,-78.0325,,28880,barthur@fubar.com
23601,Travel,Begin,00100228205,2010-11-01 15:30:46.000,2010-11-01 15:41:41.810,35.0661,-80.8376,,18781,creneau@fubar.com
23602,OnSite,Begin,00100227980,2010-11-01 15:15:23.000,2010-11-01 15:59:45.203,35.3873,-77.9395,,28880,barthur@fubar.com
23603,OnSite,End,00100227980,2010-11-01 16:15:22.000,2010-11-01 16:06:09.150,35.3873,-77.9395,,28880,barthur@fubar.com
23604,Travel,Begin,00100228007,2010-11-01 16:15:15.000,2010-11-01 16:15:25.253,35.3873,-77.9395,,28880,barthur@fubar.com
23605,Travel,Begin,,2010-11-01 16:15:12.000,2010-11-01 16:20:49.933,35.0445,-80.8227,Return trip home,18785,creneau@fubar.com
23606,Travel,End,00100228007,2010-11-01 16:30:48.000,2010-11-01 16:26:43.360,35.3873,-77.9395,,28884,barthur@fubar.com
23607,Travel,End,,2010-11-01 17:30:14.000,2010-11-01 17:23:57.897,35.2724,-81.1577,Return trip home,18822,creneau@fubar.com
23608,OnSite,Begin,00100228007,2010-11-01 16:30:48.000,2010-11-01 18:38:32.700,35.3941,-77.994,,28880,barthur@fubar.com
23609,Travel,Begin,00100228209,2010-11-01 17:45:16.000,2010-11-01 18:39:05.683,35.3941,-77.994,,28884,barthur@fubar.com
23610,OnSite,End,00100228007,2010-11-01 17:45:52.000,2010-11-01 18:41:36.980,35.3941,-77.994,,28884,barthur@fubar.com
23611,OnSite,Begin,00100228209,2010-11-01 18:00:38.000,2010-11-01 18:42:12.763,35.3941,-77.994,,28888,barthur@fubar.com
23612,OnSite,End,00100228209,2010-11-01 18:30:44.000,2010-11-01 18:43:29.123,35.3941,-77.994,,28888,barthur@fubar.com
23613,Standby,Begin,,2010-11-01 18:30:58.000,2010-11-01 18:45:28.857,35.3941,-77.994,#1157 ergo,28888,barthur@fubar.com
23614,Standby,End,,2010-11-01 18:45:26.000,2010-11-01 18:46:01.167,35.3941,-77.994,#1157 ergo redo,28888,barthur@fubar.com
23615,Travel,Begin,,2010-11-01 18:45:24.000,2010-11-01 18:47:37.803,35.3941,-77.994,RTN,28888,barthur@fubar.com
23616,Travel,End,,2010-11-01 20:45:05.000,2010-11-01 20:34:39.433,34.139,-77.895,#1142 Fueled,28990,barthur@fubar.com

In this image you see that the highlighted rows are showing 6 end times with the same begin times. and records 14 and 15 show 2 begins and no ends.
enter image description here

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1 Answer

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  1. Editorial Team
    Editorial Team
    2026-06-13T11:31:53+00:00Added an answer on June 13, 2026 at 11:31 am

    Here is a method which abuses the row_number function. Please check the comments for some explanation.

    ;with Seq as (
        -- Create a master sequence of events
        -- Trust the date column to be accurate (don't match a Begin to an earlier End)
        select id, activitytype, beginend
            , coalesce(businesskey, '') as businesskey -- Needed to match nulls as equal
            , [date], technician, note
            , row_number() over (partition by technician, businesskey, activitytype order by [date], beginend, id) as rownumber
        from TimeEntry
    )
    select b.id as BeginID
        , e.id as EndID
        , coalesce(b.technician, e.technician) as Technician
        , coalesce(b.businesskey, e.businesskey) as BusinessKey
        , coalesce(b.activitytype, e.activitytype) as ActivityType
        , coalesce(convert(char(10), b.[date], 103), 'Incomplete') as BeginDate
        , coalesce(convert(char(10), e.[date], 103), 'Incomplete') as EndDate
        , coalesce(convert(char(5), b.[date], 108), 'Incomplete') as BeginTime
        , coalesce(convert(char(5), e.[date], 108), 'Incomplete') as EndTime
        , b.note as BeginNote
        , e.note as EndNote
    from (select * from Seq where beginend = 'Begin') b -- Get all Begins
        full outer join (select * from Seq where beginend = 'End') e -- Get all Ends
            on b.technician = e.technician
                and b.businesskey = e.businesskey
                and b.activitytype = e.activitytype
                and b.rownumber = e.rownumber - 1 -- Match a Begin with only the very next End of that type
    order by coalesce(b.[date], e.[date])
        , coalesce(b.id, e.id)
        , coalesce(b.technician, e.technician)
        , coalesce(b.businesskey, e.businesskey)
        , coalesce(b.activitytype, e.activitytype)
    

    And the SQL Fiddle should anyone want the DDL or demo.

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