Tableau:时差不包括周末、非工作时间和节假日

Tableau: time difference excluding weekends, outside business hours, and holidays

我在 Tableau 工作。我有两个时间戳,想找出它们之间的 DD:HH:MM:SS 差异,不包括周末、非工作时间、 和假期 。我找到了许多解决周末和非工作时间的解决方案,但到目前为止还没有解决假期问题。这可能吗?如果不是,我是否需要使用某种假期查找 table 在我的自定义 SQL 中进行计算?

是的,您需要这样的东西:

  • 每年一个假期table
  • 营业时间table或硬编码
  • 你需要担心任一端在假期或其他 un-times 内,并在减去它们之间的所有 un-times 之前将参数向内调整为 actual-time。
  • 您还需要注意或适应差值是否为负(时间顺序错误)。
  • 接下来担心开始和结束之间的 DST 差异,也许是另一种算法,或者,如果您的纪元包括 DST 法律更改,table。

我自己的问题有了答案。它确实需要使用假期 table 或定义假期的某种日历 table。这可能是 Excel、SQL,随便什么。您可能需要修改下面的加入条件以适应您的 table.

的具体情况

我使用的示例自定义 SQL 查询。 DESCRIPTION 指节日名称(“圣诞节”、“平安夜”等)

custom_sql1:

SELECT  DISTINCT CALENDAR_YEAR,
        DESCRIPTION AS DESCRIPTION_ASSIGNED,
        HOLIDAY_DATE AS HOLIDAY_DATE_ASSIGNED
FROM YOUR_HOLIDAY_TABLE

custom_sql2:

SELECT  DISTINCT CALENDAR_YEAR,
        DESCRIPTION AS DESCRIPTION_CREATED,
        HOLIDAY_DATE AS HOLIDAY_DATE_CREATED
FROM YOUR_HOLIDAY_TABLE

一旦有了,就可以开始了。

此示例有两个日期:创建个案的时间 (created_ts) 和分配个案的时间 (assigned_ts)。

(1) TABLE 加入

向左加入 holiday/calendar table 两次到主 table,每个时间戳一次。在下面的示例中 custom_sql_query 是我的主要 table,而 custom_sql_query1custom_sql_query2 是我的假期 tables.

custom_sql_query1:

主要 TABLE 的自定义加入条件:

注意:这假设您的工作日结束时间是 8:00pm (20:00)。相应地调整“19”。

IF      DATENAME('weekday',[assigned_ts]) = 'Friday'
        AND DATEPART('hour',[assigned_ts]) > 19
    THEN DATETRUNC('day',DATEADD('day',3,[assigned_ts]))

ELSEIF       DATENAME('weekday',[assigned_ts]) = 'Saturday'
    THEN DATETRUNC('day',DATEADD('day',2,[assigned_ts]))

ELSEIF       DATENAME('weekday',[assigned_ts]) = 'Sunday'
    THEN DATETRUNC('day',DATEADD('day',1,[assigned_ts]))

ELSEIF   DATEPART('hour',[assigned_ts]) > 19
    THEN DATETRUNC('day',DATEADD('day',1,[assigned_ts]))

ELSE  DATETRUNC('day',[assigned_ts])
END

假期的自定义加入条件 TABLE:DATETRUNC('day',[HOLIDAY_DATE_ASSIGNED])


custom_sql_query2:

主要 TABLE 的自定义加入条件:

注意:这假设您的工作日结束时间是 8:00pm (20:00)。相应地调整“19”。

IF      DATENAME('weekday',[created_ts]) = 'Friday'
        AND DATEPART('hour',[created_ts]) > 19
    THEN DATETRUNC('day',DATEADD('day',3,[created_ts]))

ELSEIF       DATENAME('weekday',[created_ts]) = 'Saturday'
    THEN DATETRUNC('day',DATEADD('day',2,[created_ts]))

ELSEIF       DATENAME('weekday',[created_ts]) = 'Sunday'
    THEN DATETRUNC('day',DATEADD('day',1,[created_ts]))

ELSEIF   DATEPART('hour',[created_ts]) > 19
    THEN DATETRUNC('day',DATEADD('day',1,[created_ts]))

ELSE  DATETRUNC('day',[created_ts])
END

假期的自定义加入条件 TABLE:DATETRUNC('day',[HOLIDAY_DATE_CREATED])

(2) 创建参数

创建定义工作日开始和结束日期和分钟的参数。 Day Open HourDay Open Minute 参数示例如下。 Day Close HourDay Close Minute 将以完全相同的方式创建,除了您将“当前值”选项更改为与您的工作日结束 hour/minute 相对应的任何值:

[Day Open Hour]
Name: Day Open Hour
Data Type: Integer
Current Value: 8 (assumes workday starts at 8:00am)
Display format: Automatic
Allowable Values: Range
Range of values: Min = 0, Max = 23, Step = 1

[Day Open Minute]
Name: Day Open Minute
Data type: String
Current value: 00
Allowable values: List
List of values:
Value - Display As
0       00
30      30

(change minute increments as needed)

(3) 推迟您的时间戳:第二天

创建计算字段

如果某事 assigned/created 在营业时间之外,则轮到第二天的营业时间。请注意,我们尚未排除周末或节假日。

assigned_ts: next day:

IF (DATEPART('hour', [assigned_ts]) * 60) + DATEPART('minute', [assigned_ts])  
        > (60 * ([Day Close Hour]) ) + INT([Day Close Minute])
THEN
// created after End of Day so round to start of next business day
DATEADD('minute', (60 * (24 + [Day Open Hour])) + INT([Day Open Minute]), 
        DATETRUNC('day',[assigned_ts])) 
ELSEIF
(DATEPART('hour', [assigned_ts]) * 60) + DATEPART('minute', [assigned_ts])  
        < (60 * [Day Open Hour]) + INT([Day Open Minute])
THEN
// created before Start of Day so round to start of business day
DATEADD('minute', (60 * [Day Open Hour]) + INT([Day Open Minute])
        , DATETRUNC('day',[assigned_ts])) 
ELSE
[assigned_ts]
END

created_ts: next day:

IF (DATEPART('hour', [created_ts]) * 60) + DATEPART('minute', [created_ts])  
        > (60 * ([Day Close Hour]) ) + INT([Day Close Minute])
THEN
// created after End of Day so round to start of next business day
DATEADD('minute', (60 * (24 + [Day Open Hour])) + INT([Day Open Minute]), 
        DATETRUNC('day',[created_ts])) 
ELSEIF
(DATEPART('hour', [created_ts]) * 60) + DATEPART('minute', [created_ts])  
        < (60 * [Day Open Hour]) + INT([Day Open Minute])
THEN
// created before Start of Day so round to start of business day
DATEADD('minute', (60 * [Day Open Hour]) + INT([Day Open Minute]), DATETRUNC('day',[created_ts])) 
ELSE
[created_ts]
END

(4) 推动您的时间戳:不包括周末

如果您上面的“四舍五入”时间戳落在周末,这会将它们推到下周一。再创建两个计算字段:

assigned_ts: next weekday:


IF DATENAME('weekday',[assigned_ts: next day]) = "Saturday" 
THEN 
// move to start of day Monday by adding two days (48 hrs) and the Monday morning hours
DATEADD('minute', (60 * (48 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [assigned_ts: next day]))
ELSEIF DATENAME('weekday',[assigned_ts: next day]) = "Sunday" 
THEN
// move to start of day Monday by adding a day (24 hrs) and the Monday morning hours
DATEADD('minute', (60 * (24 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [assigned_ts: next day]))
ELSE 
[assigned_ts: next day]
END

created_ts: next weekday:

IF DATENAME('weekday',[created_ts: next day]) = "Saturday" 
THEN 
// move to start of day Monday by adding two days (48 hrs) and the Monday morning hours
DATEADD('minute', (60 * (48 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [created_ts: next day]))
ELSEIF DATENAME('weekday',[created_ts: next day]) = "Sunday" 
THEN
// move to start of day Monday by adding a day (24 hrs) and the Monday morning hours
DATEADD('minute', (60 * (24 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [created_ts: next day]))
ELSE 
[created_ts: next day]
END

(5) 推动您的时间戳:排除假期

如果时间戳不在工作时间,您首先将时间戳推到第二天。然后,如果它在第一次推送后的周末下跌,则将其进一步推送到星期一。现在,如果遇到假期,你会第三次推送它。请注意,我们将周五的假期计算在内。再创建两个计算字段。

这些计算中的第一个条件假设您在感恩节后一天休假。

assigned_final:


IF      ([DESCRIPTION_ASSIGNED] = 'Thanksgiving Day' 
            OR [DESCRIPTION_ASSIGNED]= 'Christmas Eve')
        AND DATENAME('weekday',[assigned_ts: next weekday]) = "Thursday" 
THEN 
// move to start of day Monday by adding 4 days (96 hrs) and the Monday morning hours
DATEADD('minute', (60 * (96 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [assigned_ts: next weekday]))

ELSEIF  NOT ISNULL([HOLIDAY_DATE_ASSIGNED])
        AND DATENAME('weekday',[assigned_ts: next weekday]) = "Friday" 
THEN
// move to start of day Monday by adding 3 days (72 hrs) and the Monday morning hours
DATEADD('minute', (60 * (72 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [assigned_ts: next weekday]))

ELSEIF  [DESCRIPTION_ASSIGNED]= 'Christmas Eve'
THEN 
// move to start of next day by adding 2 days (48 hrs) and the morning hours
DATEADD('minute', (60 * (48 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [assigned_ts: next weekday]))

ELSEIF  NOT ISNULL([HOLIDAY_DATE_ASSIGNED])
THEN
// move to start of next day by adding 1 day (24 hrs) and the morning hours
DATEADD('minute', (60 * (24 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [assigned_ts: next weekday]))

ELSE 
[assigned_ts: next weekday]
END

created_final:

IF      ([DESCRIPTION_CREATED] = 'Thanksgiving Day' 
            OR [DESCRIPTION_CREATED]= 'Christmas Eve')
        AND DATENAME('weekday',[created_ts: next weekday]) = "Thursday" 
THEN 
// move to start of day Monday by adding 4 days (96 hrs) and the Monday morning hours
DATEADD('minute', (60 * (96 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [created_ts: next weekday]))

ELSEIF  NOT ISNULL([HOLIDAY_DATE_CREATED])
        AND DATENAME('weekday',[created_ts: next weekday]) = "Friday" 
THEN
// move to start of day Monday by adding 3 days (72 hrs) and the Monday morning hours
DATEADD('minute', (60 * (72 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [created_ts: next weekday]))

ELSEIF  [DESCRIPTION_CREATED]= 'Christmas Eve'
THEN 
// move to start of next day by adding 2 days (48 hrs) and the morning hours
DATEADD('minute', (60 * (48 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [created_ts: next weekday]))

ELSEIF  NOT ISNULL([HOLIDAY_DATE_CREATED])
THEN
// move to start of next day by adding 1 day (24 hrs) and the morning hours
DATEADD('minute', (60 * (24 + [Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day', [created_ts: next weekday]))

ELSE 
[created_ts: next weekday]
END

(6) 中间计算

  1. 计算每个工作日的分钟数。

minutes per workday:

(60 * ([Day Close Hour] - [Day Open Hour]) + INT([Day Close Minute]) - INT([Day Open Minute]))

  1. 查找一天开始与修改后的分配时间戳之间的分钟数

assigned_final: time to SOD:

DATEDIFF(  'minute',
    DATEADD('minute', (60 * ([Day Open Hour])) + INT([Day Open Minute])
        , DATETRUNC('day',[assigned_final])),
    [assigned_final]
)
  1. 查找修改后的创建时间戳与工作日结束之间的分钟数

created_final: time to EOD:

DATEDIFF(  'minute',
    [created_final], 
    DATEADD('minute', (60 * ([Day Close Hour])) + INT([Day Close Minute])
        , DATETRUNC('day',[created_final]))
)

(7) 时差

以分钟为单位计算时差。

Time to Assign:

IF DATETRUNC('day', [created_final]) = 
        DATETRUNC('day', [assigned_final])
THEN
// the same day so just return the minutes between the two times on the same day
[DateDiff minutes]
ELSEIF DATETRUNC('week', [created_final]) = 
        DATETRUNC('week', [assigned_final])
THEN
// the two days are in the same week, so add the time on the created day, 
// the time on the end day, plus a full day for each day between
(([DateDiff days] - 1) * [minutes per workday] ) + 
        [created_final: time to EOD] + [assigned_final: time from SOD]

ELSE
// the days are in two different weeks, so get the same calc as above, 
// and subtract the weekends between.
// weekends between would be datediff weeks * 2 * work minutes per day
(([DateDiff days] - 1 - ([DateDiff weeks] * 2)) * [minutes per workday] ) + 
        [created_final: time to EOD] + [assigned_final: time from SOD]
END

非常复杂但有效。