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I was wondering if I could get some help on a T-SQL function I am trying to create:
Here is some sample data that needs to be queried:
Simplified table:
ID|PersonID|ValueTypeID|ValueTypeDescription|Value
1|ZZZZZ000L6|ZZZZZ00071|Start Prison Date|3/28/2012
2|ZZZZZ000L6|ZZZZZ00071|Start Prison Date|10/10/2012
3|ZZZZZ000L6|ZZZZZ00072|End Prison Date |3/29/2012
4|ZZZZZ000MD|ZZZZZ00071|Start Prison Date|1/15/2012
5|ZZZZZ000MD|ZZZZZ00072|End Prison Date |2/15/2012
6|ZZZZZ000MD|ZZZZZ00071|Start Prison Date|4/1/2012
7|ZZZZZ000MD|ZZZZZ00072|End Prison Date |4/5/2012
8|ZZZZZ000MD|ZZZZZ00071|Start Prison Date|9/3/2012
9|ZZZZZ000MD|ZZZZZ00072|End Prison Date |12/1/2012
What I need is a T-SQL function that accepts the PersonID and the Year (#PID, #YR) and returns the number of days that person has been in prison for that year.
dbo.NumDaysInPrison(#PID, #YR) as int
Example:
dbo.NumDaysInPrison('ZZZZZ000L6', 2012) returns 84
dbo.NumDaysInPrison('ZZZZZ000MD', 2012) returns 124
So far, I have come up with this query that gives me the answer sometimes.
DECLARE #Year int
DECLARE #PersonID nvarchar(50)
SET #Year = 2012
SET #PersonID = 'ZZZZZ000AA'
;WITH StartDates AS
(
SELECT
Value,
ROW_NUMBER() OVER(ORDER BY Value) AS RowNumber
FROM Prisoners
WHERE ValueTypeDescription = 'Start Prison Date' AND PersonID = #PersonID AND YEAR(Value) = #Year
), EndDates AS
(
SELECT
Value,
ROW_NUMBER() OVER(ORDER BY Value) AS RowNumber
FROM Prisoners
WHERE ValueTypeDescription = 'End Prison Date' AND PersonID = #PersonID AND YEAR(Value) = #Year
)
SELECT
SUM(DATEDIFF(d, s.Value, ISNULL(e.Value, cast(str(#Year*10000+12*100+31) as date)))) AS NumDays
FROM StartDates s
LEFT OUTER JOIN EndDates e ON s.RowNumber = e.RowNumber
This fails to capture if a record earlier in the year was left without an end date:
for example if a person has only two records:
ID|PersonID|ValueTypeID|ValueTypeDescription|Value
1|ZZZZZ000AA|ZZZZZ00071|Start Prison Date|3/28/2012
2|ZZZZZ000AA|ZZZZZ00071|Start Prison Date|10/10/2012
(3/28/2012 -> End of Year)
(10/10/2012 -> End of Year)
will returns 360, not 278.
So it seems that you have the data that you need to split out your 'start date' values and your 'end date' values. You don't really need to loop through anything, you can just pull out your start values then your end values based on your person and compare them.
The important thing is to pull out all you need to begin with and then compare the appropriate values.
Here's an example based on your data above. It would need some heavy tweaking to work with production data; it makes assumptions about the Value data. It's also a bad idea to hard-code valuetypeid as I have here; if you're making a function, you'd want to handle that, I think.
DECLARE #pid INT, #yr INT;
WITH startdatecalc AS
(
SELECT personid, CAST([value] AS date) AS startdate, DATEPART(YEAR, CAST([value] AS date)) AS startyear
FROM incarctbl
WHERE valuetypeid = 'ZZZZZ00071'
),
enddatecalc AS
(
SELECT personid, CAST([value] AS date) AS enddate, DATEPART(YEAR, CAST([value] AS date)) AS endyear
FROM incarctbl
WHERE valuetypeid = 'ZZZZZ00072'
)
SELECT CASE WHEN startyear < #yr THEN DATEDIFF(day, CAST(CAST(#yr AS VARCHAR(4)) + '-01-01' AS date), ISNULL(enddatecalc.enddate, CURRENT_TIMESTAMP))
ELSE DATEDIFF(DAY, startdate, ISNULL(enddatecalc.enddate, CURRENT_TIMESTAMP)) END AS NumDaysInPrison
FROM startdatecalc
LEFT JOIN enddatecalc
ON startdatecalc.personid = enddatecalc.personid
AND enddatecalc.enddate >= startdatecalc.startdate
AND NOT EXISTS
(SELECT 1 FROM enddatecalc xref
WHERE xref.personid = enddatecalc.personid
AND xref.enddate < enddatecalc.enddate
AND xref.enddate >= startdatecalc.startdate
AND xref.endyear < #yr)
WHERE startdatecalc.personid = #pid
AND startdatecalc.startyear <= #yr
AND (enddatecalc.personid IS NULL OR endyear >= #yr);
EDIT: Added existence check to attempt to handle if the same personid was used multiple times in the same year.
Here's my implementation with test tables and data. You'll have to change where appropriate. NOTE: i take datediff + 1 for days in prison, so if you go in on monday and leave on tuesday, that counts as two days. if you want it to count as one day, remove the "+ 1"
create table PrisonRegistry
(
id int not null identity(1,1) primary key
, PersonId int not null
, ValueTypeId int not null
, Value date
)
-- ValueTypeIDs: 1 = start prison date, 2 = end prison date
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 1, 1, '2012-03-28' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 1, 1, '2012-10-12' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 1, 2, '2012-03-29' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 2, 1, '2012-01-15' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 2, 2, '2012-02-15' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 2, 1, '2012-04-01' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 2, 2, '2012-04-05' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 2, 1, '2012-09-03' )
insert PrisonRegistry( PersonId, ValueTypeId, Value ) values ( 2, 2, '2012-12-1' )
go
create function dbo.NumDaysInPrison(
#personId int
, #year int
)
returns int
as
begin
declare #retVal int
set #retVal = 0
declare #valueTypeId int
declare #value date
declare #startDate date
declare #noDates bit
set #noDates = 1
set #startDate = DATEFROMPARTS( #year, 1, 1 )
declare prisonCursor cursor for
select
pr.ValueTypeId
, pr.Value
from
PrisonRegistry pr
where
DATEPART( yyyy, pr.Value ) = #year
and pr.ValueTypeId in (1,2)
and PersonId = #personId
order by
pr.Value
open prisonCursor
fetch next from prisonCursor
into #valueTypeId, #value
while ##FETCH_STATUS = 0
begin
set #noDates = 0
-- if end date, add date diff to retVal
if 2 = #valueTypeId
begin
--if #startDate is null
--begin
-- -- error: two end dates in a row
-- -- handle
--end
set #retVal = #retVal + DATEDIFF( dd, #startDate, #value ) + 1
set #startDate = null
end
else if 1 = #valueTypeId
begin
set #startDate = #value
end
fetch next from prisonCursor
into #valueTypeId, #value
end
close prisonCursor
deallocate prisonCursor
if #startDate is not null and 0 = #noDates
begin
set #retVal = #retVal + DATEDIFF( dd, #startDate, DATEFROMPARTS( #year, 12, 31 ) ) + 1
end
return #retVal
end
go
select dbo.NumDaysInPrison( 1, 2012 )
select dbo.NumDaysInPrison( 2, 2012 )
select dbo.NumDaysInPrison( 2, 2011 )
This is a complicated question. It is not so much "asking for a function" as it is dealing with two competing problems. The first is organizing the data, which is transaction-based, into records with start and stop dates for the prison period. The second is summarizing this for time spent within another given span of time (a year).
I think you need to spend some time investigating the data to understand the anomalies in it, before progressing to writing a function. The following query should help you. It does the calculate for all prisoners for a given year (which is the year in the first CTE):
with vals as (
select 2012 as yr
),
const as (
select cast(CAST(yr as varchar(255))+'-01-01' as DATE) as periodstart,
cast(CAST(yr as varchar(255))+'-12-31' as DATE) as periodend
from vals
)
select t.personId, SUM(datediff(d, (case when StartDate < const.periodStart then const.periodStart else StartDate end),
(case when EndDate > const.PeriodEnd or EndDate is NULL then const.periodEnd, else EndDate end)
)
) as daysInYear
from (select t.*, t.value as StartDate,
(select top 1 value
from t t2
where t.personId = t2.personId and t2.Value >= t.Value and t2.ValueTypeDescription = 'End Prison Date'
order by value desc
) as EndDate
from t
where valueTypeDescription = 'Start Prison Date'
) t cross join
const
where StartDate <= const.periodend and (EndDate >= const.periodstart or EndDate is NULL)
group by t.PersonId;
This query can be adapted as a function. But, I would encourage you to investigate the data before going there. Once you wrap things up in a function, it will be much more difficult to find and understand anomalies -- why did someone go in and out on the same day? How has the longest periods in prison? And so on.
Related
My end goal is to see end of month data for previous month.
Our processing is a day behind so if today is 7/28/2021 our Process date is 7/27/2021
So, I want my data to be grouped.
DECLARE
#ProcessDate INT
SET #ProcessDate = (SELECT [PrevMonthEnddatekey] FROM dbo.dimdate WHERE datekey = (SELECT [datekey] FROM sometable [vwProcessDate]))
SELECT
ProcessDate
, LoanOrigRiskGrade
,SUM(LoanOriginalBalance) AS LoanOrigBalance
,Count(LoanID) as CountofLoanID
FROM SomeTable
WHERE
ProcessDate in (20210131, 20210228,20210331, 20210430, 20210531, 20210630)
I do not want to hard code these dates into my WHERE statement. I have attached a sample of my results.
I am GROUPING BY ProcessDate, LoanOrigRiskGrade
Then ORDERING BY ProcessDate, LoanOrigIRskGrade
It looks like you want the last day of the month for months within a specified range. You can parameterize that.
For SQL Server:
DECLARE #ProcessDate INT
SET #ProcessDate = (
SELECT [PrevMonthEnddatekey]
FROM dbo.dimdate
WHERE datekey = (
SELECT [datekey]
FROM sometable [vwProcessDate]
)
)
DECLARE #startDate DATE
DECLARE #endDate DATE
SET #startDate = '2021-01-01'
SET #endDate = '2021-06-30'
;
with d (dt, eom) as (
select #startDate
, convert(int, replace(convert(varchar(10), eomonth(#startDate), 102), '.', ''))
union all
select dateadd(month, 1, dt)
, eomonth(dateadd(month, 1, dt))
from d
where dateadd(month, 1, dt) < #endDate
)
SELECT ProcessDate
, LoanOrigRiskGrade
, SUM(LoanOriginalBalance) AS LoanOrigBalance
, Count(LoanID) as CountofLoanID
FROM SomeTable
inner join d on d.eom = SomeTable.ProcessDate
Difficult to check without sample data.
I'm trying to determine the number of records with consecutive dates (previous record ends on the same date as the start date of the next record) before and after a specified date, and ignore any consecutive records as soon as there is a break in the chain.
If I have the following data:
-- declare vars
DECLARE #dateToCheck date = '2020-09-20'
DECLARE #numRecsBefore int = 0
DECLARE #numRecsAfter int = 0
DECLARE #tempID int
-- temp table
CREATE TABLE #dates
(
[idx] INT IDENTITY(1,1),
[startDate] DATETIME ,
[endDate] DATETIME,
[prevEndDate] DATETIME
)
-- insert temp table
INSERT INTO #dates
( [startDate], [endDate] )
VALUES ( '2020-09-01', '2020-09-04' ),
( '2020-09-04', '2020-09-10' ),
( '2020-09-10', '2020-09-16' ),
( '2020-09-17', '2020-09-19' ),
( '2020-09-19', '2020-09-20' ),
--
( '2020-09-20', '2020-09-23' ),
( '2020-09-25', '2020-09-26' ),
( '2020-09-27', '2020-09-28' ),
( '2020-09-28', '2020-09-30' ),
( '2020-10-01', '2020-09-05' )
-- update with previous records endDate
DECLARE #maxRows int = (SELECT MAX(idx) FROM #dates)
DECLARE #intCount int = 0
WHILE #intCount <= #maxRows
BEGIN
UPDATE #dates SET prevEndDate = (SELECT endDate FROM #dates WHERE idx = (#intCount - 1) ) WHERE idx=#intCount
SET #intCount = #intCount + 1
END
-- clear any breaks in the chain?
-- number of consecutive records before this date
SET #numRecsBefore = (SELECT COUNT(idx) FROM #dates WHERE startDate = prevEndDate AND endDate <= #dateToCheck)
-- number of consecutive records after this date
SET #numRecsAfter = (SELECT COUNT(idx) FROM #dates WHERE startDate = prevEndDate AND endDate >= #dateToCheck)
-- return & clean up
SELECT * FROM #dates
SELECT #numRecsBefore AS numBefore, #numRecsAfter AS numAfter
DROP TABLE #dates
With the specified date being '2020-09-20, I would expect #numRecsBefore = 2 and #numRecsAfter = 1. That is not what I am getting, as its counting all the consecutive records.
There has to be a better way to do this. I know the loop isn't optimal, but I couldn't get LAG() or LEAD() to work. I've spend all morning trying different methods and searching, but everything I find doesn't deal with two dates, or breaks in the chain.
This reads like a gaps-and-island problem. Islands represents rows whose date ranges are adjacent, and you want to count how many records preceed of follow a current date in the same island.
You could do:
select
max(case when #dateToCheck > startdate and #dateToCheck <= enddate then numRecsBefore end) as numRecsBefore,
max(case when #dateToCheck >= startdate and #dateToCheck < enddate then numRecsAfter end) as numRecsAfter
from (
select d.*,
count(*) over(partition by grp order by startdate) as numRecsBefore,
count(*) over(partition by grp order by startdate desc) as numRecsAfter
from (
select d.*,
sum(case when startdate = lag_enddate then 0 else 1 end) over(order by startdate) as grp
from (
select d.*,
lag(enddate) over(order by startdate) as lag_enddate
from #dates d
) d
) d
) d
This uses lag() and a cumulative sum() to define the islands. The a window count gives the number and preceding and following records on the same island. The final step is conditional aggrgation; extra care needs to be taken on the inequalities to take in account various possibilites (typically, the date you search for might not always match a range bound).
Demo on DB Fiddle
I think this is what you are after, however, this does not give the results in your query; I suspect that is because they aren't the expected results? One of the conditional aggregated may also want to be a >= or <=, but I don't know which:
WITH CTE AS(
SELECT startDate,
endDate,
CASE startDate WHEN LAG(endDate) OVER (ORDER BY startDate ASC) THEN 1 END AS IsSame
FROM #dates d)
SELECT COUNT(CASE WHEN startDate < #dateToCheck THEN IsSame END) AS numBefore,
COUNT(CASE WHEN startDate > #dateToCheck THEN IsSame END) AS numAfter
FROM CTE;
I have a table with columns [accountid], [DateEnding], and [AccountBalance].
I need to calculate MTD using the balance of the current month and subtracting the account balance from the last day of the previous month for each accountid.
So far I have this:
SELECT [accountid]
,[DateEnding]
,[AccountBalance]
,[AccountBalance MTD Last] = AccountBalance - FIRST_VALUE(AccountBalance) OVER (PARTITION BY accountid, YEAR(DATEADD(mm,-1,[DateEnding])), MONTH(DATEADD(mm,-1,[DateEnding])) ORDER BY [DateEnding] DESC)
FROM [test]
ORDER BY accountid, DateEnding;
Here, for each distinct account, we find the latest record available according to DateEnding
we then find the last day of the last month by taking a number of days away equal to the current day number. e.g 23rd April 2019 we subtract 23 days to get 1st March 2019
we can then find the balance on that day.
Then put the calculation together in the SELECT
SELECT Q1.accountid,
Q2.DateEnding ,
Q3.EOMbalance,
Q2.LatestBalance,
Q2.LatestBalance - Q3.EOMbalance EOM
FROM (
SELECT Distinct t1.accountid FROM test t1
) Q1
CROSS APPLY (
SELECT TOP 1 t2.AccountBalance LatestBalance, t2.[DateEnding]
FROM test t2
WHERE t2.[accountid] = Q1.accountid
ORDER BY t2.[DateEnding] DESC
) Q2
CROSS APPLY (
SELECT Top 1 t3.AccountBalance EOMbalance
FROM test t3
WHERE t3.[accountid] = Q1.accountid
AND t3.[DateEnding]
= dateadd(day,0 - DAY(q2.dateending), q2.dateending)
ORDER BY t3.[DateEnding] DESC
) Q3
The first answer seems a little complicated for this problem (Cross Apply isn't necessary here).
The following may be easier for you:
I first look at the current day's account balances in subquery 'a'.
Then I look at the account balances from the last day of last month's data, in subquery 'b'.
Then it's just a matter of subtracting the two to show the MTD delta:
select a.accountid,
a.DateEnding,
a.AccountBalance as [Current AccountBalance],
b.AccountBalance as [EOM prior AccountBalance], --added for clarity
a.AccountBalance-b.AccountBalance as [AccountBalance MTD Last]
from
(select accountid, DateEnding, AccountBalance
from #test
where DateEnding = cast(getdate() as date)
/* getdate() returns today's date, so this query will also be with respect to today */
) a
left join
(select *
from #test
where DateEnding = DATEADD(MONTH, DATEDIFF(MONTH, -1, GETDATE())-1, -1)
/*this returns the last day of last month, always*/
) b
on a.accountid = b.accountid
Here is the SQL that makes this sample data and #test table. Simply execute it to have your own '#test' table to run against:
/*drop table #test
drop table #dates */
create table #test ([accountid] varchar(255),[DateEnding] date, [AccountBalance] decimal(16,2))
create table #dates (rnk int,dt date)
insert into #dates (dt)
values (cast('20180101' as date))
DECLARE
#basedate DATE,
#d INT
SELECT
#basedate = '20180101',
#d = 1
WHILE #d < (select datediff(day,cast('20180101' as date),getdate())+2) --select datediff(day,getdate(),cast('20180101' as datetime))
BEGIN
INSERT INTO #dates (dt)
values (DATEADD(day, 1, (select max(dt) from #dates)))
set #d = #d+1
END
update a
set a.rnk = b.rnk
from #dates a
left join (select rank() over (order by dt) rnk,dt from #dates) b on a.dt = b.dt
declare #a int
set #a = 1
declare #i int
set #i = 1
while #a <20
begin
while #i < (select max(rnk) from #dates)
begin
insert into #test
values (#a,(select dt from #dates where rnk = #i),cast(rand()*1000.0+#i as decimal(16,2)))
set #i=#i+1
end
set #a=#a+1
set #i = 1
end
I have start date, end date and name of days. How can fetch all dates between those two dates of that specific days in sql?
example data:
start_date:4/11/2018
end_date: 5/11/2018
days: monday, thursday
expected output: all dates between start and end date which comes on monday and thursday and store them in table
updated
my present code(not working)
; WITH CTE(dt)
AS
(
SELECT #P_FROM_DATE
UNION ALL
SELECT DATEADD(dw, 1, dt) FROM CTE
WHERE dt < #P_TO_DATE
)
INSERT INTO Table_name
(
ID
,DATE_TIME
,STATUS
,CREATED_DATE
,CREATED_BY
)
SELECT #P_ID
,(SELECT dt FROM CTE WHERE DATENAME(dw, dt) In ('tuesday','friday',null))
,'NOT SENT'
,CAST(GETDATE() AS DATE)
,#USER_ID
Another approach for generating dates between ranges can be like following query. This will be faster compared to CTE or WHILE loop.
DECLARE #StartDate DATETIME = '2018-04-11'
DECLARE #EndDate DATETIME = '2018-05-15'
SELECT #StartDate + RN AS DATE FROM
(
SELECT (ROW_NUMBER() OVER (ORDER BY (SELECT NULL)))-1 RN
FROM master..[spt_values] T1
) T
WHERE RN <= DATEDIFF(DAY,#StartDate,#EndDate)
AND DATENAME(dw,#StartDate + RN) IN('Monday','Thursday')
Note:
If the row count present in master..[spt_values] is not sufficient for the provided range, you can make a cross join with the same to get a bigger range like following.
SELECT (ROW_NUMBER() OVER (ORDER BY (SELECT NULL)))-1 RN
FROM master..[spt_values] T1
CROSS JOIN master..[spt_values] T2
By this you will be able to generate date between a range with gap of 6436369 days.
You can use a recursive common table expression (CTE) to generate a list of days. With datepart(dw, ...) you can filter for specific days of the week.
An example that creates a list of Mondays and Thursdays between March 1st and today:
create table ListOfDates (dt date);
with cte as
(
select cast('2018-03-01' as date) as dt -- First day of interval
union all
select dateadd(day, 1, dt)
from cte
where dt < getdate() -- Last day of interval
)
insert into ListOfDates
(dt)
select dt
from cte
where datepart(dw, dt) in (2, 5) -- 2=Monday and 5=Thursday
option (maxrecursion 0)
See it working at SQL Fiddle.
This will work for you:
DECLARE #table TABLE(
ID INT IDENTITY(1,1),
Date DATETIME,
Day VARCHAR(50)
)
DECLARE #Days TABLE(
ID INT IDENTITY(1,1),
Day VARCHAR(50)
)
INSERT INTO #Days VALUES ('Monday')
INSERT INTO #Days VALUES ('Thursday')
DECLARE #StartDate DATETIME='2018-01-01';
DECLARE #EndDate DATETIME=GETDATE();
DECLARE #Day VARCHAR(50)='Friday';
DECLARE #TempDate DATETIME=#StartDate;
WHILE CAST(#TempDate AS DATE)<=CAST(#EndDate AS DATE)
BEGIN
IF EXISTS (SELECT 1 FROM #Days WHERE DAY IN (DATENAME(dw,#TempDate)))
BEGIN
INSERT INTO #table
VALUES (
#TempDate, -- Date - datetime
DATENAME(dw,#TempDate) -- Day - varchar(50)
)
END
SET #TempDate=DATEADD(DAY,1,#TempDate)
END
SELECT * FROM #table
INSERT INTO TargetTab(dateCOL)
SELECT dateCOL
FROM tab
WHERE dateCOL >= startdate AND dateCOL <= enddate
AND (DATENAME(dw,dateCOL) ='Thursday' OR DATENAME(dw,dateCOL) = 'Monday')
Try this query to get your result.
Use a recursive CTE to generate your dates, then filter by week day.
SET DATEFIRST 1 -- 1: Monday, 7 Sunday
DECLARE #StartDate DATE = '2018-04-11'
DECLARE #EndDate DATE = '2018-05-15'
DECLARE #WeekDays TABLE (WeekDayNumber INT)
INSERT INTO #WeekDays (
WeekDayNumber)
VALUES
(1), -- Monday
(4) -- Thursday
;WITH GeneratingDates AS
(
SELECT
GeneratedDate = #StartDate,
WeekDay = DATEPART(WEEKDAY, #StartDate)
UNION ALL
SELECT
GeneratedDate = DATEADD(DAY, 1, G.GeneratedDate),
WeekDay = DATEPART(WEEKDAY, DATEADD(DAY, 1, G.GeneratedDate))
FROM
GeneratingDates AS G -- Notice that we are referencing a CTE that we are also declaring
WHERE
G.GeneratedDate < #EndDate
)
SELECT
G.GeneratedDate
FROM
GeneratingDates AS G
INNER JOIN #WeekDays AS W ON G.WeekDay = W.WeekDayNumber
OPTION
(MAXRECURSION 30000)
Try this:
declare #start date = '04-11-2018'
declare #end date = '05-11-2018'
declare #P_ID int = 1
declare #USER_ID int = 11
;with cte as(
select #start [date]
union all
select dateadd(DAY, 1, [date]) from cte
where [date] < #end
)
--if MY_TABLE doesn't exist
select #P_ID,
[date],
'NOT SENT',
cast(getdate() as date),
#USER_ID
into MY_TABLE
from cte
--here you can specify days: 1 - Sunday, 2 - Monday, etc.
where DATEPART(dw,[date]) in (2, 5)
option (maxrecursion 0)
--if MY_TABLE does exist
--insert into MY_TABLE
--select #P_ID,
-- [date],
-- 'NOT SENT',
-- cast(getdate() as date),
-- #USER_ID
--from cte
--where DATEPART(dw,[date]) in (2, 5)
--option (maxrecursion 0)
I have an attendance SQL table that stores the start and end day's punch of employee. Each punch (punch in and punch out) is in a separate record.
I want to calculate the total working hour of each employee for a requested month.
I tried to make a scalar function that takes two dates and employee ID and return the calculation of the above task, but it calculate only the difference of one date between all dates.
The data is like this:
000781 2015-08-14 08:37:00 AM EMPIN 539309898
000781 2015-08-14 08:09:48 PM EMPOUT 539309886
My code is:
#FromDate NVARCHAR(10)
,#ToDate NVARCHAR(10)
,#EmpID NVARCHAR(6)
CONVERT(NVARCHAR,DATEDIFF(HOUR
,(SELECT Time from PERS_Attendance att where attt.date between convert(date,#fromDate) AND CONVERT(Date,#toDate)
AND (EmpID= #EmpID OR ISNULL(#EmpID, '') = '') AND Funckey = 'EMPIN')
,(SELECT Time from PERS_Attendance att where attt.date between convert(date,#fromDate) AND CONVERT(Date,#toDate)
AND (EmpID= #EmpID OR ISNULL(#EmpID, '') = '') AND Funckey = 'EMPOUT') ))
FROM PERS_Attendance attt
One more approach that I think is simple and efficient.
It doesn't require modern functions like LEAD
it works correctly if the same person goes in and out several times during the same day
it works correctly if the person stays in over the midnight or even for several days in a row
it works correctly if the period when person is "in" overlaps the start OR end date-time.
it does assume that data is correct, i.e. each "in" is matched by "out", except possibly the last one.
Here is an illustration of a time-line. Note that start time happens when a person was "in" and end time also happens when a person was still "in":
All we need to do it calculate a plain sum of time differences between each event (both in and out) and start time, then do the same for end time. If event is in, the added duration should have a positive sign, if event is out, the added duration should have a negative sign. The final result is a difference between sum for end time and sum for start time.
summing for start:
|---| +
|----------| -
|-----------------| +
|--------------------------| -
|-------------------------------| +
--|====|--------|======|------|===|=====|---|==|---|===|====|----|=====|--- time
in out in out in start out in out in end out in out
summing for end:
|---| +
|-------| -
|----------| +
|--------------| -
|------------------------| +
|-------------------------------| -
|--------------------------------------| +
|-----------------------------------------------| -
|----------------------------------------------------| +
I would recommend to calculate durations in minutes and then divide result by 60 to get hours, but it really depends on your requirements. By the way, it is a bad idea to store dates as NVARCHAR.
DECLARE #StartDate datetime = '2015-08-01 00:00:00';
DECLARE #EndDate datetime = '2015-09-01 00:00:00';
DECLARE #EmpID nvarchar(6) = NULL;
WITH
CTE_Start
AS
(
SELECT
EmpID
,SUM(DATEDIFF(minute, (CAST(att.[date] AS datetime) + att.[Time]), #StartDate)
* CASE WHEN Funckey = 'EMPIN' THEN +1 ELSE -1 END) AS SumStart
FROM
PERS_Attendance AS att
WHERE
(EmpID = #EmpID OR #EmpID IS NULL)
AND att.[date] < #StartDate
GROUP BY EmpID
)
,CTE_End
AS
(
SELECT
EmpID
,SUM(DATEDIFF(minute, (CAST(att.[date] AS datetime) + att.[Time]), #StartDate)
* CASE WHEN Funckey = 'EMPIN' THEN +1 ELSE -1 END) AS SumEnd
FROM
PERS_Attendance AS att
WHERE
(EmpID = #EmpID OR #EmpID IS NULL)
AND att.[date] < #EndDate
GROUP BY EmpID
)
SELECT
CTE_End.EmpID
,(SumEnd - ISNULL(SumStart, 0)) / 60.0 AS SumHours
FROM
CTE_End
LEFT JOIN CTE_Start ON CTE_Start.EmpID = CTE_End.EmpID
OPTION(RECOMPILE);
There is LEFT JOIN between sums for end and start times, because there can be EmpID that has no records before the start time.
OPTION(RECOMPILE) is useful when you use Dynamic Search Conditions in T‑SQL. If #EmpID is NULL, you'll get results for all people, if it is not NULL, you'll get result just for one person.
If you need just one number (a grand total) for all people, then wrap the calculation in the last SELECT into SUM(). If you always want a grand total for all people, then remove #EmpID parameter altogether.
It would be a good idea to have an index on (EmpID,date).
My approach would be as follows:
CREATE FUNCTION [dbo].[MonthlyHoursByEmpID]
(
#StartDate Date,
#EndDate Date,
#Employee NVARCHAR(6)
)
RETURNS FLOAT
AS
BEGIN
DECLARE #TotalHours FLOAT
DECLARE #In TABLE ([Date] Date, [Time] Time)
DECLARE #Out TABLE ([Date] Date, [Time] Time)
INSERT INTO #In([Date], [Time])
SELECT [Date], [Time]
FROM PERS_Attendance
WHERE [EmpID] = #Employee AND [Funckey] = 'EMPIN' AND ([Date] > #StartDate AND [Date] < #EndDate)
INSERT INTO #Out([Date], [Time])
SELECT [Date], [Time]
FROM PERS_Attendance
WHERE [EmpID] = #Employee AND [Funckey] = 'EMPOUT' AND ([Date] > #StartDate AND [Date] < #EndDate)
SET #TotalHours = (SELECT SUM(CONVERT([float],datediff(minute,I.[Time], O.[Time]))/(60))
FROM #in I
INNER JOIN #Out O
ON I.[Date] = O.[Date])
RETURN #TotalHours
END
Assuming the entries are properly paired (in -> out -> in -> out -> in etc).
SQL Server 2012 and later:
DECLARE #Year int = 2015
DECLARE #Month int = 8
;WITH
cte AS (
SELECT EmpID,
InDate = LAG([Date], 1) OVER (PARTITION BY EmpID ORDER BY [Date]),
OutDate = [Date],
HoursWorked = DATEDIFF(hour, LAG([Date], 1) OVER (PARTITION BY EmpID ORDER BY [Date]), [Date]),
Funckey
FROM PERS_Attendance
)
SELECT EmpID,
TotalHours = SUM(HoursWorked)
FROM cte
WHERE Funckey = 'EMPOUT'
AND YEAR(InDate) = #Year
AND MONTH(InDate) = #Month
GROUP BY EmpID
SQL Server 2005 and later:
;WITH
cte1 AS (
SELECT *,
rn = ROW_NUMBER() OVER (PARTITION BY EmpID ORDER BY [Date])
FROM PERS_Attendance
),
cte2 AS (
SELECT a.EmpID, b.[Date] As InDate, a.[Date] AS OutDate,
HoursWorked = DATEDIFF(hour, b.[Date], a.[Date])
FROM cte1 a
LEFT JOIN cte1 b ON a.EmpID = b.EmpID and a.rn = b.rn + 1
WHERE a.Funckey = 'EMPOUT'
)
SELECT EmpID,
TotalHours = SUM(HoursWorked)
FROM cte2
WHERE YEAR(InDate) = #Year
AND MONTH(InDate) = #Month
GROUP BY EmpID