将多列反透视为行

Question

我正在处理审计日志报告，希望看到创建记录时插入的原始值的用户 - 但不幸的是，我们的审计日志只是将记录存储为 "Record Created" 但记录不包含插入的值。请参阅下面的屏幕截图：

所以我最初只知道这个认证是在 2019 年 3 月 14 日插入的——对于我想要做的事情来说并不理想，但事实就是如此。

我有兴趣从中找到四列的插入值 table:

CertificationTypeID
证书标识符
StateCertificationIssued
DateCertificationIssued

使用审核日志和认证 table，我能够重建插入记录时的原始值 - 但认证 table 中的每一列都表示为我的审计日志记录集中的四列：

原始值
字段名
动作日期
记录创建

我希望完成的是将包含原始值记录的列逆透视（或交叉应用）到代表插入的每一列的行中。

例如，原始记录的前四列是CT_OriginalValue、CT_FieldName、CT_ActionDate和CT_RecordCreation。我需要将它们变成四行，以替换不包含任何信息的第一个 "Record Created"。

理想情况下 - CT_FieldName 和 CT_RecordCreation 将被合并并逆透视到一行并落在 ColumnName 下，CT_OriginalValue 将逆透视到 NewValue 列，CT_ActionDate 将逆透视到 DateChanged。

我已经尝试 UNPIVOT 但运气不佳，我看到 CROSS APPLY 在这些情况下使用，但我不知道如何应用到这种情况。

示例数据如下：

CREATE TABLE #AuditLogCustomerCert
    (
        ColumnName NVARCHAR (128) ,
        OldValue VARCHAR (MAX) ,
        NewValue VARCHAR (MAX) ,
        DateChanged DATETIME2 (7) ,
        ActionType CHAR (1) ,
        AuditLogPK VARCHAR (400) ,
        CT_OriginalValue VARCHAR (200) ,
        CT_FieldName VARCHAR (19) ,
        CT_ActionDate DATETIME2 (7) ,
        CT_RecordCreation VARCHAR (14) ,
        CI_OriginalValue VARCHAR (MAX) ,
        CI_FieldName VARCHAR (21) ,
        CI_ActionDate DATETIME2 (7) ,
        CI_RecordCreation VARCHAR (14) ,
        SCI_OriginalValue VARCHAR (MAX) ,
        SCI_FieldName VARCHAR (24) ,
        SCI_ActionDate DATETIME2 (7) ,
        SCI_RecordCreation VARCHAR (14) ,
        DCI_OriginalValue DATETIME ,
        DCI_FieldName VARCHAR (23) ,
        DCI_ActionDate DATETIME2 (7) ,
        DCI_RecordCreation VARCHAR (14)
    );
INSERT INTO #AuditLogCustomerCert
VALUES ( N'Record Created', NULL, NULL, N'2019-03-14T10:55:06.0014212', 'I', '<CustomerCertificationID=327857>', 'Hunter Safety Certificate', 'CertificationTypeID', N'2019-03-14T10:55:06.0014212', 'Record Created', 'IA299038794' ,
         'CertificateIdentifier' , N'2019-03-14T10:55:06.0014212', 'Record Created', '66', 'StateCertificationIssued', N'2019-03-14T10:55:06.0014212', 'Record Created', N'2019-02-28T00:00:00', 'DateCertificationIssued' ,
         N'2019-03-14T10:55:06.0014212' , 'Record Created' ) ,
       ( N'StateCertificationIssued', '66', 'UA', N'2019-03-14T13:04:45.1401862', 'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'createDate', 'Mar 14 2019 10:55AM', 'Mar 19 2019  1:52PM', N'2019-03-19T13:52:29.5221885', 'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'createDate', 'Mar 19 2019  1:52PM', 'Mar 22 2019 10:43AM', N'2019-03-22T10:43:42.1068855', 'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'createDate', 'Mar 22 2019 10:43AM', 'Mar 22 2019  2:38PM', N'2019-03-22T14:38:57.5266904', 'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'StateCertificationIssued', 'UA', 'NJ', N'2019-03-26T11:25:28.9015254', 'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'CountryCertificationIssued', 'Gabon ', 'United States ', N'2019-03-26T11:25:28.9015254', 'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'createDate', 'Mar 22 2019  2:38PM', 'Mar 26 2019  2:23PM', N'2019-03-26T14:23:27.8660009', 'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'Record Created', NULL, NULL, N'2019-03-26T10:30:19.3982917', 'I', '<CustomerCertificationID=327877>', 'Boater Safety Certificate', 'CertificationTypeID', N'2019-03-26T10:30:19.3982917', 'Record Created', 'IAC031900001' ,
         'CertificateIdentifier' , N'2019-03-26T10:30:19.3982917', 'Record Created', 'IA', 'StateCertificationIssued', N'2019-03-26T10:30:19.3982917', 'Record Created', N'2019-03-07T00:00:00', 'DateCertificationIssued' ,
         N'2019-03-26T10:30:19.3982917' , 'Record Created' ) ,
       ( N'CertificateIdentifier', 'IAC031900001', 'IAC031900002', N'2019-03-26T22:02:21.3292077', 'U', '<CustomerCertificationID=327877>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ,
       ( N'Record Created', NULL, NULL, N'2019-03-26T22:12:29.4201277', 'I', '<CustomerCertificationID=327887>', 'Temporarily Disabled', 'CertificationTypeID', N'2019-03-26T22:12:29.4201277', 'Record Created', '', 'CertificateIdentifier' ,
         N'2019-03-26T22:12:29.4201277' , 'Record Created', 'IA', 'StateCertificationIssued', N'2019-03-26T22:12:29.4201277', 'Record Created', N'2019-03-13T00:00:00', 'DateCertificationIssued', N'2019-03-26T22:12:29.4201277' ,
         'Record Created' ) ,
       ( N'CertificateIdentifier', '', 'IAC9985478', N'2019-03-26T22:12:47.3471693', 'U', '<CustomerCertificationID=327887>', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL );

SELECT * FROM #AuditLogCustomerCert;

--SELECT ColumnName, up.NewValue

--FROM (

--SELECT CONCAT(ColumnName,'-',CT_FieldName), CT_OriginalValue
--FROM #AuditLogCustomerCert
--) AS cp
--UNPIVOT
--( 
--NewValue FOR NewValue IN ( CT_OriginalValue )) AS up;

DROP TABLE IF EXISTS #AuditLogCustomerCert;

Answer 1

你需要的 "UNPIVOT" 和其他的 "UNION ALL" 呢？而且我不关心行的顺序。

IF OBJECT_ID('tempdb..#AuditLogCustomerCert') IS NOT NULL
  DROP TABLE #AuditLogCustomerCert;

CREATE TABLE #AuditLogCustomerCert(
  ColumnName NVARCHAR (128) ,
  OldValue VARCHAR (MAX) ,
  NewValue VARCHAR (MAX) ,
  DateChanged DATETIME2 (7) ,
  ActionType CHAR (1) ,
  AuditLogPK VARCHAR (400) ,
  CT_OriginalValue VARCHAR (200) ,
  CT_FieldName VARCHAR (19) ,
  CT_ActionDate DATETIME2 (7) ,
  CT_RecordCreation VARCHAR (14) ,
  CI_OriginalValue VARCHAR (MAX) ,
  CI_FieldName VARCHAR (21) ,
  CI_ActionDate DATETIME2 (7) ,
  CI_RecordCreation VARCHAR (14) ,
  SCI_OriginalValue VARCHAR (MAX) ,
  SCI_FieldName VARCHAR (24) ,
  SCI_ActionDate DATETIME2 (7) ,
  SCI_RecordCreation VARCHAR (14) ,
  DCI_OriginalValue DATETIME ,
  DCI_FieldName VARCHAR (23) ,
  DCI_ActionDate DATETIME2 (7) ,
  DCI_RecordCreation VARCHAR (14)
);
INSERT #AuditLogCustomerCert
VALUES (N'Record Created', NULL, NULL, N'2019-03-14T10:55:06.0014212', 'I',
        '<CustomerCertificationID=327857>', 'Hunter Safety Certificate',
        'CertificationTypeID', N'2019-03-14T10:55:06.0014212',
        'Record Created', 'IA299038794', 'CertificateIdentifier',
        N'2019-03-14T10:55:06.0014212', 'Record Created', '66',
        'StateCertificationIssued', N'2019-03-14T10:55:06.0014212',
        'Record Created', N'2019-02-28T00:00:00', 'DateCertificationIssued',
        N'2019-03-14T10:55:06.0014212', 'Record Created'),
       (N'StateCertificationIssued', '66', 'UA', N'2019-03-14T13:04:45.1401862',
        'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL) ,
       (N'createDate', 'Mar 14 2019 10:55AM', 'Mar 19 2019  1:52PM',
        N'2019-03-19T13:52:29.5221885', 'U', '<CustomerCertificationID=327857>',
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL),
       (N'createDate', 'Mar 19 2019  1:52PM', 'Mar 22 2019 10:43AM',
        N'2019-03-22T10:43:42.1068855', 'U', '<CustomerCertificationID=327857>',
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL),
       (N'createDate', 'Mar 22 2019 10:43AM', 'Mar 22 2019  2:38PM',
        N'2019-03-22T14:38:57.5266904', 'U', '<CustomerCertificationID=327857>',
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL),
       (N'StateCertificationIssued', 'UA', 'NJ', N'2019-03-26T11:25:28.9015254',
        'U', '<CustomerCertificationID=327857>', NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL),
       (N'CountryCertificationIssued', 'Gabon ', 'United States ',
        N'2019-03-26T11:25:28.9015254', 'U', '<CustomerCertificationID=327857>',
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL),
       (N'createDate', 'Mar 22 2019  2:38PM', 'Mar 26 2019  2:23PM',
        N'2019-03-26T14:23:27.8660009', 'U', '<CustomerCertificationID=327857>',
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL),
       (N'Record Created', NULL, NULL, N'2019-03-26T10:30:19.3982917', 'I',
        '<CustomerCertificationID=327877>', 'Boater Safety Certificate',
        'CertificationTypeID', N'2019-03-26T10:30:19.3982917', 'Record Created',
        'IAC031900001', 'CertificateIdentifier' , N'2019-03-26T10:30:19.3982917',
        'Record Created', 'IA', 'StateCertificationIssued',
        N'2019-03-26T10:30:19.3982917', 'Record Created', N'2019-03-07T00:00:00',
        'DateCertificationIssued', N'2019-03-26T10:30:19.3982917',
        'Record Created'),
       (N'CertificateIdentifier', 'IAC031900001', 'IAC031900002',
        N'2019-03-26T22:02:21.3292077', 'U', '<CustomerCertificationID=327877>',
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL),
       (N'Record Created', NULL, NULL, N'2019-03-26T22:12:29.4201277', 'I',
        '<CustomerCertificationID=327887>', 'Temporarily Disabled',
        'CertificationTypeID', N'2019-03-26T22:12:29.4201277', 'Record Created',
        '', 'CertificateIdentifier', N'2019-03-26T22:12:29.4201277',
        'Record Created', 'IA', 'StateCertificationIssued',
        N'2019-03-26T22:12:29.4201277', 'Record Created', N'2019-03-13T00:00:00',
        'DateCertificationIssued', N'2019-03-26T22:12:29.4201277',
        'Record Created' ) ,
       (N'CertificateIdentifier', '', 'IAC9985478', N'2019-03-26T22:12:47.3471693',
        'U', '<CustomerCertificationID=327887>', NULL, NULL, NULL, NULL, NULL,
        NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);

SELECT
  ColumnName,
  OldValue,
  NewValue,
  DateChanged,
  ActionType,
  AuditLogPK
FROM #AuditLogCustomerCert
WHERE ColumnName != 'Record Created'
UNION ALL
SELECT
  CASE ColumnName
    WHEN 'CT_OriginalValue' THEN 'Record Created - CertificationTypeID'
    WHEN 'CI_OriginalValue' THEN 'Record Created - CertificateIdentifier'
    WHEN 'SCI_OriginalValue' THEN 'Record Created - StateCertificationIssued'
    WHEN 'DCI_OriginalValue' THEN 'Record Created - DateCertificationIssued'
  END,
  NULL,
  NewValue,
  DateChanged,
  ActionType,
  AuditLogPK
FROM (
  SELECT
    DateChanged,
    ActionType,
    AuditLogPK,
    CAST(CT_OriginalValue AS NVARCHAR(MAX)) CT_OriginalValue,
    CAST(CI_OriginalValue AS NVARCHAR(MAX)) CI_OriginalValue,
    CAST(SCI_OriginalValue AS NVARCHAR(MAX)) SCI_OriginalValue,
    CAST(DCI_OriginalValue AS NVARCHAR(MAX)) DCI_OriginalValue
  FROM #AuditLogCustomerCert
  WHERE ColumnName = 'Record Created'
) AS t
UNPIVOT (
  NewValue
  FOR ColumnName
  IN (CT_OriginalValue, CI_OriginalValue, SCI_OriginalValue, DCI_OriginalValue)
) AS unp;

输出：

+-------------------------------------------+---------------------+---------------------------+---------------------+------------+----------------------------------+
|                ColumnName                 |      OldValue       |         NewValue          |     DateChanged     | ActionType |            AuditLogPK            |
+-------------------------------------------+---------------------+---------------------------+---------------------+------------+----------------------------------+
| StateCertificationIssued                  | 66                  | UA                        | 14/03/2019 13:04:45 | U          | <CustomerCertificationID=327857> |
| createDate                                | Mar 14 2019 10:55AM | Mar 19 2019  1:52PM       | 19/03/2019 13:52:29 | U          | <CustomerCertificationID=327857> |
| createDate                                | Mar 19 2019  1:52PM | Mar 22 2019 10:43AM       | 22/03/2019 10:43:42 | U          | <CustomerCertificationID=327857> |
| createDate                                | Mar 22 2019 10:43AM | Mar 22 2019  2:38PM       | 22/03/2019 14:38:57 | U          | <CustomerCertificationID=327857> |
| StateCertificationIssued                  | UA                  | NJ                        | 26/03/2019 11:25:28 | U          | <CustomerCertificationID=327857> |
| CountryCertificationIssued                | Gabon               | United States             | 26/03/2019 11:25:28 | U          | <CustomerCertificationID=327857> |
| createDate                                | Mar 22 2019  2:38PM | Mar 26 2019  2:23PM       | 26/03/2019 14:23:27 | U          | <CustomerCertificationID=327857> |
| CertificateIdentifier                     | IAC031900001        | IAC031900002              | 26/03/2019 22:02:21 | U          | <CustomerCertificationID=327877> |
| CertificateIdentifier                     |                     | IAC9985478                | 26/03/2019 22:12:47 | U          | <CustomerCertificationID=327887> |
| Record Created - CertificationTypeID      |                     | Hunter Safety Certificate | 14/03/2019 10:55:06 | I          | <CustomerCertificationID=327857> |
| Record Created - CertificateIdentifier    |                     | IA299038794               | 14/03/2019 10:55:06 | I          | <CustomerCertificationID=327857> |
| Record Created - StateCertificationIssued |                     | 66                        | 14/03/2019 10:55:06 | I          | <CustomerCertificationID=327857> |
| Record Created - DateCertificationIssued  |                     | Feb 28 2019 12:00AM       | 14/03/2019 10:55:06 | I          | <CustomerCertificationID=327857> |
| Record Created - CertificationTypeID      |                     | Boater Safety Certificate | 26/03/2019 10:30:19 | I          | <CustomerCertificationID=327877> |
| Record Created - CertificateIdentifier    |                     | IAC031900001              | 26/03/2019 10:30:19 | I          | <CustomerCertificationID=327877> |
| Record Created - StateCertificationIssued |                     | IA                        | 26/03/2019 10:30:19 | I          | <CustomerCertificationID=327877> |
| Record Created - DateCertificationIssued  |                     | Mar  7 2019 12:00AM       | 26/03/2019 10:30:19 | I          | <CustomerCertificationID=327877> |
| Record Created - CertificationTypeID      |                     | Temporarily Disabled      | 26/03/2019 22:12:29 | I          | <CustomerCertificationID=327887> |
| Record Created - CertificateIdentifier    |                     |                           | 26/03/2019 22:12:29 | I          | <CustomerCertificationID=327887> |
| Record Created - StateCertificationIssued |                     | IA                        | 26/03/2019 22:12:29 | I          | <CustomerCertificationID=327887> |
| Record Created - DateCertificationIssued  |                     | Mar 13 2019 12:00AM       | 26/03/2019 22:12:29 | I          | <CustomerCertificationID=327887> |
+-------------------------------------------+---------------------+---------------------------+---------------------+------------+----------------------------------+

在线测试 db<>fiddle。

将多列反透视为行

Unpivot Multiple Columns into Rows

tsql

sql-server-2016

unpivot

cross-apply