Patterns for implementing field change tracking
For one of my recent projects, I had to implement field change tracking. So anytime the user changed a value of a field, t开发者_JAVA百科he change was recorded in order to allow full auditing of changes.
In the database, I implemented this as a single table FieldChanges
with the following fields:
- TableName
- FieldName
- RecordId
- DateOfChange
- ChangedBy
- IntValue
- TextValue
- DateTimeValue
- BoolValue
The sproc saving changes to an object determines for each field whether it has been changed and inserts a record into FieldChanges if it has: if the type of the changed field is int
, it records it in the IntValue
field in the FieldChanges
table, etc.
This means that for any field in any table with any id value, I can query the FieldChanges table to get a list of changes.
This works quite well but is a bit clumsy. Can anyone else who has implemented similar functionality suggest a better approach, and why they think it's better?
I'd be really interested - thanks.
David
Triggers.
We wrote a GUI (internally called Red Matrix Reloaded) to allow easy creation/management of audit logging triggers.
Here's some DDL of the stuff used:
The AuditLog table
CREATE TABLE [AuditLog] (
[AuditLogID] [int] IDENTITY (1, 1) NOT NULL ,
[ChangeDate] [datetime] NOT NULL CONSTRAINT [DF_AuditLog_ChangeDate] DEFAULT (getdate()),
[RowGUID] [uniqueidentifier] NOT NULL ,
[ChangeType] [varchar] (50) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL ,
[TableName] [varchar] (128) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL ,
[FieldName] [varchar] (128) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL ,
[OldValue] [varchar] (8000) COLLATE SQL_Latin1_General_CP1_CI_AS NULL ,
[NewValue] [varchar] (8000) COLLATE SQL_Latin1_General_CP1_CI_AS NULL ,
[Username] [varchar] (128) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL ,
[Hostname] [varchar] (50) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL ,
[AppName] [varchar] (128) COLLATE SQL_Latin1_General_CP1_CI_AS NULL ,
[UserGUID] [uniqueidentifier] NULL ,
[TagGUID] [uniqueidentifier] NULL ,
[Tag] [varchar] (8000) COLLATE SQL_Latin1_General_CP1_CI_AS NULL
)
Trigger to log inserts
CREATE TRIGGER LogInsert_Nodes ON dbo.Nodes
FOR INSERT
AS
/* Load the saved context info UserGUID */
DECLARE @SavedUserGUID uniqueidentifier
SELECT @SavedUserGUID = CAST(context_info as uniqueidentifier)
FROM master.dbo.sysprocesses
WHERE spid = @@SPID
DECLARE @NullGUID uniqueidentifier
SELECT @NullGUID = '{00000000-0000-0000-0000-000000000000}'
IF @SavedUserGUID = @NullGUID
BEGIN
SET @SavedUserGUID = NULL
END
/*We dont' log individual field changes Old/New because the row is new.
So we only have one record - INSERTED*/
INSERT INTO AuditLog(
ChangeDate, RowGUID, ChangeType,
Username, HostName, AppName,
UserGUID,
TableName, FieldName,
TagGUID, Tag,
OldValue, NewValue)
SELECT
getdate(), --ChangeDate
i.NodeGUID, --RowGUID
'INSERTED', --ChangeType
USER_NAME(), HOST_NAME(), APP_NAME(),
@SavedUserGUID, --UserGUID
'Nodes', --TableName
'', --FieldName
i.ParentNodeGUID, --TagGUID
i.Caption, --Tag
null, --OldValue
null --NewValue
FROM Inserted i
Trigger to log Updates
CREATE TRIGGER LogUpdate_Nodes ON dbo.Nodes
FOR UPDATE AS
/* Load the saved context info UserGUID */
DECLARE @SavedUserGUID uniqueidentifier
SELECT @SavedUserGUID = CAST(context_info as uniqueidentifier)
FROM master.dbo.sysprocesses
WHERE spid = @@SPID
DECLARE @NullGUID uniqueidentifier
SELECT @NullGUID = '{00000000-0000-0000-0000-000000000000}'
IF @SavedUserGUID = @NullGUID
BEGIN
SET @SavedUserGUID = NULL
END
/* ParentNodeGUID uniqueidentifier */
IF UPDATE (ParentNodeGUID)
BEGIN
INSERT INTO AuditLog(
ChangeDate, RowGUID, ChangeType,
Username, HostName, AppName,
UserGUID,
TableName, FieldName,
TagGUID, Tag,
OldValue, NewValue)
SELECT
getdate(), --ChangeDate
i.NodeGUID, --RowGUID
'UPDATED', --ChangeType
USER_NAME(), HOST_NAME(), APP_NAME(),
@SavedUserGUID, --UserGUID
'Nodes', --TableName
'ParentNodeGUID', --FieldName
i.ParentNodeGUID, --TagGUID
i.Caption, --Tag
d.ParentNodeGUID, --OldValue
i.ParentNodeGUID --NewValue
FROM Inserted i
INNER JOIN Deleted d
ON i.NodeGUID = d.NodeGUID
WHERE (d.ParentNodeGUID IS NULL AND i.ParentNodeGUID IS NOT NULL)
OR (d.ParentNodeGUID IS NOT NULL AND i.ParentNodeGUID IS NULL)
OR (d.ParentNodeGUID <> i.ParentNodeGUID)
END
/* Caption varchar(255) */
IF UPDATE (Caption)
BEGIN
INSERT INTO AuditLog(
ChangeDate, RowGUID, ChangeType,
Username, HostName, AppName,
UserGUID,
TableName, FieldName,
TagGUID, Tag,
OldValue, NewValue)
SELECT
getdate(), --ChangeDate
i.NodeGUID, --RowGUID
'UPDATED', --ChangeType
USER_NAME(), HOST_NAME(), APP_NAME(),
@SavedUserGUID, --UserGUID
'Nodes', --TableName
'Caption', --FieldName
i.ParentNodeGUID, --TagGUID
i.Caption, --Tag
d.Caption, --OldValue
i.Caption --NewValue
FROM Inserted i
INNER JOIN Deleted d
ON i.NodeGUID = d.NodeGUID
WHERE (d.Caption IS NULL AND i.Caption IS NOT NULL)
OR (d.Caption IS NOT NULL AND i.Caption IS NULL)
OR (d.Caption <> i.Caption)
END
...
/* ImageGUID uniqueidentifier */
IF UPDATE (ImageGUID)
BEGIN
INSERT INTO AuditLog(
ChangeDate, RowGUID, ChangeType,
Username, HostName, AppName,
UserGUID,
TableName, FieldName,
TagGUID, Tag,
OldValue, NewValue)
SELECT
getdate(), --ChangeDate
i.NodeGUID, --RowGUID
'UPDATED', --ChangeType
USER_NAME(), HOST_NAME(), APP_NAME(),
@SavedUserGUID, --UserGUID
'Nodes', --TableName
'ImageGUID', --FieldName
i.ParentNodeGUID, --TagGUID
i.Caption, --Tag
(SELECT Caption FROM Nodes WHERE NodeGUID = d.ImageGUID), --OldValue
(SELECT Caption FROM Nodes WHERE NodeGUID = i.ImageGUID) --New Value
FROM Inserted i
INNER JOIN Deleted d
ON i.NodeGUID = d.NodeGUID
WHERE (d.ImageGUID IS NULL AND i.ImageGUID IS NOT NULL)
OR (d.ImageGUID IS NOT NULL AND i.ImageGUID IS NULL)
OR (d.ImageGUID <> i.ImageGUID)
END
Trigger to log Delete
CREATE TRIGGER LogDelete_Nodes ON dbo.Nodes
FOR DELETE
AS
/* Load the saved context info UserGUID */
DECLARE @SavedUserGUID uniqueidentifier
SELECT @SavedUserGUID = CAST(context_info as uniqueidentifier)
FROM master.dbo.sysprocesses
WHERE spid = @@SPID
DECLARE @NullGUID uniqueidentifier
SELECT @NullGUID = '{00000000-0000-0000-0000-000000000000}'
IF @SavedUserGUID = @NullGUID
BEGIN
SET @SavedUserGUID = NULL
END
/*We dont' log individual field changes Old/New because the row is new.
So we only have one record - DELETED*/
INSERT INTO AuditLog(
ChangeDate, RowGUID, ChangeType,
Username, HostName, AppName,
UserGUID,
TableName, FieldName,
TagGUID, Tag,
OldValue,NewValue)
SELECT
getdate(), --ChangeDate
d.NodeGUID, --RowGUID
'DELETED', --ChangeType
USER_NAME(), HOST_NAME(), APP_NAME(),
@SavedUserGUID, --UserGUID
'Nodes', --TableName
'', --FieldName
d.ParentNodeGUID, --TagGUID
d.Caption, --Tag
null, --OldValue
null --NewValue
FROM Deleted d
And in order to know which user in the software did the update, every connection "logs itself onto SQL Server" by calling a stored procedure:
CREATE PROCEDURE dbo.SaveContextUserGUID @UserGUID uniqueidentifier AS
/* Saves the given UserGUID as the session's "Context Information" */
IF @UserGUID IS NULL
BEGIN
PRINT 'Emptying CONTEXT_INFO because of null @UserGUID'
DECLARE @BinVar varbinary(128)
SET @BinVar = CAST( REPLICATE( 0x00, 128 ) AS varbinary(128) )
SET CONTEXT_INFO @BinVar
RETURN 0
END
DECLARE @UserGUIDBinary binary(16) --a guid is 16 bytes
SELECT @UserGUIDBinary = CAST(@UserGUID as binary(16))
SET CONTEXT_INFO @UserGUIDBinary
/* To load the guid back
DECLARE @SavedUserGUID uniqueidentifier
SELECT @SavedUserGUID = CAST(context_info as uniqueidentifier)
FROM master.dbo.sysprocesses
WHERE spid = @@SPID
select @SavedUserGUID AS UserGUID
*/
Notes
- Stackoverflow code format removes most blank lines - so formatting sucks
- We use a table of users, not integrated security
- This code is provided as a convience - no critisism of our design selection allowed. Purists might insist that all logging code should be done in the business layer - they can come here and write/maintain it for us.
- blobs cannot be logged using triggers in SQL Server (there is no "before" version of a blog - there is only what is). Text and nText are blobs - which makes notes either unloggable, or makes them varchar(2000)'s.
- the Tag column is used as an arbitrary text to identify the row (e.g. if a customer was deleted, the tag will show "General Motors North America" in the audit log table.
- TagGUID is used to point to the row's "parent". For example logging InvoiceLineItems points back to the InvoiceHeader. This way anyone searching for audit log entries related for a specific invoice will find the deleted "line items" by the line item's TagGUID in the audit trail.
sometimes the "OldValue" and "NewValue" values are written as a sub-select - to get a meaningful string. i.e."
OldValue: {233d-ad34234..} NewValue: {883-sdf34...}
is less useful in the audit trail than:
OldValue: Daimler Chrysler
NewValue: Cerberus Capital Management
Final note: Feel free to not do what we do. This is great for us, but everyone else is free to not use it.
The enterprise pattern for this is to have a amendment shadow table for every table you create to show the after-image (and possibly a before image) for all columns. You will need:
- scripts to create the amendment table
- the triggers to populate them
- and maintain the above when the table changes over time.
But for a well setup enterprise all this should already be in place.
My organisation only uses this for the following:
- An audit for dbas and support to manually determine what happened (using SQL).
- Enterprise Data Warehouse (SAS) sucks all delta's from the production systems for analysis.
We create different tables if they are needed for the operational systems themselves.
I solve this by versioning. One version - one table row. Latest version - the row with the biggest last updated date.
Just create the trigger and let the trigger to automatically tracking the change and record them in your auditing table.
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