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ShockAbsorber_setup.sql
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IF (SCHEMA_ID('ShockAbsorber') IS NULL)
EXEC('CREATE SCHEMA ShockAbsorber;')
GO
-------------------------------------------------------------------------------
---
--- This table logs statistics for every batch:
---
-------------------------------------------------------------------------------
IF (OBJECT_ID('ShockAbsorber.Perfstats') IS NULL) BEGIN;
CREATE TABLE ShockAbsorber.Perfstats (
Batch datetime2(3) NOT NULL,
[Table] sysname NOT NULL,
[date] datetime2(3) NOT NULL,
[rowcount] bigint NOT NULL,
duration int NOT NULL,
fill_factor tinyint NOT NULL,
is_auto_update_stats_on bit NOT NULL,
is_auto_update_stats_async_on bit NOT NULL,
is_clustered bit NOT NULL,
has_non_clustered bit NOT NULL,
is_partitioned bit NOT NULL,
[compression] varchar(10) NOT NULL
);
--- Add a clustered primary key. Use the OPTIMIZE_FOR_SEQUENTIAL_KEY=ON hint
--- if you're on SQL Server 2019 or higher.
DECLARE @sql nvarchar(max)=N'
ALTER TABLE ShockAbsorber.Perfstats ADD CONSTRAINT PK_Perfstats PRIMARY KEY CLUSTERED (Batch, [date])'+
(CASE WHEN CAST(LEFT(CAST(SERVERPROPERTY('productversion') AS nvarchar(100)), 2) AS tinyint)>=15
THEN N' WITH (OPTIMIZE_FOR_SEQUENTIAL_KEY=ON)'
ELSE N'' END);
EXECUTE sys.sp_executesql @sql;
END;
GO
-------------------------------------------------------------------------------
---
--- Report view that compiles execution statistics
---
-------------------------------------------------------------------------------
CREATE OR ALTER VIEW ShockAbsorber.Perfstats_report
AS
SELECT DENSE_RANK() OVER (ORDER BY Batch) AS ExecutionNo,
[Table],
Batch AS [Execution started],
ROW_NUMBER() OVER (PARTITION BY Batch ORDER BY [date]) AS BatchNo,
CAST(0.001*DATEDIFF(ms, Batch, [date]) AS numeric(12, 3)) AS [Offset, seconds],
CAST(0.001*[duration] AS numeric(12, 3)) AS [Duration, seconds],
[rowcount] AS [Rows],
1000*[rowcount]/NULLIF([duration], 0) AS [Rows/second],
1000*SUM([rowcount]) OVER (PARTITION BY Batch ORDER BY [date] ROWS BETWEEN 9 PRECEDING AND CURRENT ROW)/SUM(duration) OVER (PARTITION BY Batch ORDER BY [date] ROWS BETWEEN 9 PRECEDING AND CURRENT ROW) AS [Rows/second, rolling 10 avg]
FROM ShockAbsorber.Perfstats;
GO
-------------------------------------------------------------------------------
---
--- Framework procedure that creates the Hekaton table, table value function,
--- and stored procedure to run the batch loads for an existing disk-based
--- table.
---
-------------------------------------------------------------------------------
CREATE OR ALTER PROCEDURE ShockAbsorber.[Create]
@Object sysname, --- Qualified table name
@ShockAbsorber_schema sysname=NULL, --- Name of the schema for the in-memory table
@Persisted bit=1, --- if in-memory tables should be persisted to disk
@Interval_seconds numeric(10, 2)=1.0, --- Polling interval in seconds
@Interval_rows bigint=NULL, --- Maximum number of rows per batch
@Drop_existing bit=0, --- If the procedure can drop and recreate existing objects
@Maxdop tinyint=0, --- Max degree of parallelism hint
@HashBuckets bigint=NULL --- NULL=non-clustered index; >0 = hash index on primary key
AS
SET NOCOUNT ON;
DECLARE @columns TABLE (
column_id int NOT NULL,
key_ordinal int NOT NULL,
[name] sysname NOT NULL,
PRIMARY KEY CLUSTERED (column_id)
);
DECLARE @object_id int=OBJECT_ID(@Object),
@pk_index_id int,
@table_name sysname,
@pk_index_name sysname,
@sync_proc_name sysname,
@sync_func_name sysname,
@column_list nvarchar(max),
@key_column_list nvarchar(max),
@sql nvarchar(max)=N'';
IF (@ShockAbsorber_schema IS NULL)
SET @ShockAbsorber_schema=OBJECT_SCHEMA_NAME(@@PROCID);
--- Validate the object:
IF (@object_id IS NULL) BEGIN;
THROW 50001, 'Invalid object name in @Object parameter.', 1;
RETURN;
END;
--- Prefer a unique clustered index, otherwise, pick the first unique index
--- with the lowest column count
SELECT TOP (1) @pk_index_id=i.index_id
FROM sys.indexes AS i
INNER JOIN (
SELECT index_id, COUNT(*) AS column_count
FROM sys.index_columns
WHERE [object_id]=@object_id AND key_ordinal>0
GROUP BY index_id) AS ic ON i.index_id=ic.index_id
WHERE i.[object_id]=@object_id
AND i.index_id>=1
AND i.is_unique=1
ORDER BY (CASE WHEN i.index_id=1 THEN 0 ELSE ic.column_count END), i.index_id;
IF (@pk_index_id IS NULL) BEGIN;
THROW 50001, 'There''s no unique index on this object.', 1;
RETURN;
END;
INSERT INTO @columns (column_id, key_ordinal, [name])
SELECT c.column_id, ISNULL(ic.key_ordinal, 0), c.[name]
FROM sys.columns AS c
LEFT JOIN sys.index_columns AS ic ON
ic.column_id=c.column_id AND
ic.[object_id]=@object_id AND
ic.index_id=@pk_index_id AND
ic.key_ordinal>=1
WHERE c.[object_id]=@object_id
AND c.generated_always_type=0;
SET @table_name=QUOTENAME(@ShockAbsorber_schema)+N'.'+QUOTENAME(OBJECT_SCHEMA_NAME(@object_id)+N'_'+OBJECT_NAME(@object_id));
SET @sync_proc_name=QUOTENAME(@ShockAbsorber_schema)+N'.'+QUOTENAME(N'SYNC_'+OBJECT_SCHEMA_NAME(@object_id)+N'_'+OBJECT_NAME(@object_id));
SET @sync_func_name=QUOTENAME(@ShockAbsorber_schema)+N'.'+QUOTENAME(N'FN_'+OBJECT_SCHEMA_NAME(@object_id)+N'_'+OBJECT_NAME(@object_id));
SET @pk_index_name=QUOTENAME(N'PK_'+OBJECT_NAME(@object_id));
SELECT @column_list=STRING_AGG(QUOTENAME([name]), N', ') WITHIN GROUP (ORDER BY column_id)
FROM @columns;
SELECT @key_column_list=STRING_AGG(QUOTENAME([name]), N', ') WITHIN GROUP (ORDER BY key_ordinal)
FROM @columns
WHERE key_ordinal>=1;
-------------------------------------------------------------------------------
--- Drop existing objects?
-------------------------------------------------------------------------------
IF (@Drop_existing=1)
SET @sql=@sql+N'
DROP PROCEDURE IF EXISTS '+@sync_proc_name+N';
DROP FUNCTION IF EXISTS '+@sync_func_name+N';
DROP TABLE IF EXISTS '+@table_name+N';
';
-------------------------------------------------------------------------------
--- Create the in-memory table:
-------------------------------------------------------------------------------
SET @sql=@sql+N'
CREATE TABLE '+@table_name+N' (
[##ShockAbsorberIdentity##] bigint IDENTITY(1, 1) NOT NULL,';
SELECT @sql=@sql+N'
'+QUOTENAME(c.[name])+N' '+t.[name]+(CASE
WHEN c.user_type_id!=c.system_type_id THEN ''
WHEN t.[name] LIKE 'n%char%' OR t.[name] LIKE 'n%binary%' THEN '('+ISNULL(CAST(NULLIF(c.max_length, -1)/2 AS varchar(max)), 'max')+')'
WHEN t.[name] LIKE '%char%' OR t.[name] LIKE '%binary%' THEN '('+ISNULL(CAST(NULLIF(c.max_length, -1) AS varchar(max)), 'max')+')'
WHEN t.[name] IN ('numeric', 'decimal') THEN '('+CAST(c.[precision] AS varchar(max))+', '+CAST(c.scale AS varchar(max))+')'
WHEN t.[name] IN ('datetime2', 'time') THEN '('+CAST(c.scale AS varchar(max))+')'
WHEN t.[name]='xml' THEN ISNULL('('+xsc_sch.[name]+'.'+xsc.[name]+')', '')
ELSE ''
END)+
ISNULL(N' COLLATE '+c.collation_name COLLATE database_default, N'')+
(CASE c.is_nullable WHEN 0 THEN N' NOT NULL' ELSE N' NULL' END)+N','
FROM sys.columns AS c
INNER JOIN sys.types AS t ON c.system_type_id=t.user_type_id
LEFT JOIN sys.xml_schema_collections AS xsc ON c.xml_collection_id=xsc.xml_collection_id
LEFT JOIN sys.schemas AS xsc_sch ON xsc.[schema_id]=xsc_sch.[schema_id]
WHERE c.[object_id]=@object_id
AND c.generated_always_type=0
ORDER BY c.column_id;
SET @sql=@sql+N'
CONSTRAINT '+@pk_index_name+N' PRIMARY KEY NONCLUSTERED ([##ShockAbsorberIdentity##]),'+
(CASE WHEN @Interval_rows>0 THEN N'' ELSE N'
INDEX IX_DESC UNIQUE NONCLUSTERED ([##ShockAbsorberIdentity##] DESC),' END)+
(CASE WHEN @HashBuckets>0 THEN N'
INDEX IX HASH ('+(SELECT STRING_AGG(QUOTENAME([name]), N', ') WITHIN GROUP (ORDER BY key_ordinal) FROM @columns WHERE key_ordinal>=1)+N') WITH (BUCKET_COUNT='+CAST(@HashBuckets AS nvarchar(20))+N')'
ELSE N'
INDEX IX UNIQUE NONCLUSTERED ('+(SELECT STRING_AGG(QUOTENAME([name]), N', ') WITHIN GROUP (ORDER BY key_ordinal) FROM @columns WHERE key_ordinal>=1)+N', [##ShockAbsorberIdentity##])'
END)+N'
) WITH (
MEMORY_OPTIMIZED=ON,
DURABILITY='+(CASE WHEN @Persisted=1 THEN N'SCHEMA_AND_DATA' ELSE N'SCHEMA_ONLY' END)+N'
);'
EXECUTE sys.sp_executesql @sql;
-------------------------------------------------------------------------------
--- Create the shock absorber table value function
-------------------------------------------------------------------------------
SET @sql=N'
-------------------------------------------------------------------------------
---
--- Get the dataset for '+@table_name+N' up to the high-water mark.
---
-------------------------------------------------------------------------------
CREATE FUNCTION '+@sync_func_name+N'(@identity bigint)
RETURNS TABLE
WITH NATIVE_COMPILATION, SCHEMABINDING
AS
RETURN (
SELECT '+(SELECT STRING_AGG(QUOTENAME([name]), N',
') WITHIN GROUP (ORDER BY column_id) FROM @columns)+N'
FROM '+@table_name+N' WITH (INDEX='+@pk_index_name+')
WHERE [##ShockAbsorberIdentity##] IN (
SELECT MAX([##ShockAbsorberIdentity##])
FROM '+@table_name+N'
WHERE [##ShockAbsorberIdentity##]<=@identity
GROUP BY '+(SELECT STRING_AGG(QUOTENAME([name]), N',
') WITHIN GROUP (ORDER BY key_ordinal) FROM @columns WHERE key_ordinal>=1)+N')
);
';
EXECUTE sys.sp_executesql @sql;
-------------------------------------------------------------------------------
--- Create the shock absorber procedure
-------------------------------------------------------------------------------
SET @sql=N'
-------------------------------------------------------------------------------
---
--- Synchronize '+@table_name+N' (up to the high-water mark)
--- into the base table, '+QUOTENAME(OBJECT_SCHEMA_NAME(@object_id))+N'.'+QUOTENAME(OBJECT_NAME(@object_id))+N'.
---
-------------------------------------------------------------------------------
CREATE PROCEDURE '+@sync_proc_name+N'
@RunOnlyOnce bit=0, --- if the procedure should run only once, as opposed to continuously.
@PrintStats bit=0, --- output timing and rowcount statistics using PRINT
@MaxRows bigint=NULL, --- maximum number of total rows before the procedure terminates.
@MaxErrors int=3 --- maximum consecutive errors before the procedure terminates.
AS
SET NOCOUNT ON;
DECLARE @Batch datetime2(3)=SYSDATETIME(),
@fill_factor tinyint,
@is_auto_update_stats_on bit,
@is_auto_update_stats_async_on bit,
@is_clustered bit,
@has_non_clustered bit,
@is_partitioned bit,
@compression varchar(20);
SELECT @fill_factor=i.fill_factor,
@is_auto_update_stats_on=ISNULL(1-s.no_recompute, 0),
@is_auto_update_stats_async_on=db.is_auto_update_stats_async_on,
@is_clustered=CAST(i.[type] AS bit),
@has_non_clustered=ISNULL(nc.has_non_clustered, 0),
@is_partitioned=(CASE WHEN ds.[type]=''PS'' THEN 1 ELSE 0 END),
@compression=part.data_compression_desc
FROM sys.indexes AS i
LEFT JOIN sys.stats AS s ON i.[object_id]=s.[object_id] AND s.[name]=i.[name]
INNER JOIN sys.data_spaces AS ds ON i.data_space_id=ds.data_space_id
OUTER APPLY (
SELECT TOP (1) CAST(1 AS bit) AS has_non_clustered
FROM sys.indexes
WHERE [object_id]=i.[object_id]
AND i.index_id>1) AS nc
LEFT JOIN sys.partitions AS part ON part.[object_id]=i.[object_id] AND part.index_id=i.index_id AND part.partition_number=1
INNER JOIN sys.databases AS db ON db.database_id=DB_ID()
WHERE i.[object_id]=OBJECT_ID('+QUOTENAME(QUOTENAME(OBJECT_SCHEMA_NAME(@object_id))+N'.'+QUOTENAME(OBJECT_NAME(@object_id)), N'''')+N')
AND i.index_id IN (0, 1);
-------------------------------------------------------------------------------
--- Start the loop
DECLARE @MaxIdentity bigint,
@batchStart datetime2(7),
@nextIteration datetime,
@rowcount bigint,
@rowcount_total bigint=0,
@error int,
@consecutiveErrors int=0;
WHILE (1=1) BEGIN;
--- When we''re done, this is how long we''ll wait until we run again.
SELECT @batchStart=SYSDATETIME(),
@nextIteration=DATEADD(ms, '+CAST(1000.*@Interval_seconds AS nvarchar(20))+N', SYSDATETIME()),
@rowcount=0;
'+(CASE WHEN @Interval_rows>0 THEN N'
--- A snapshot high-water mark for the in-memory table.
SELECT @MaxIdentity=MAX([##ShockAbsorberIdentity##])
FROM (
SELECT TOP ('+CAST(@Interval_rows AS nvarchar(20))+N') [##ShockAbsorberIdentity##]
FROM '+@table_name+N' WITH (INDEX='+@pk_index_name+N', SNAPSHOT)
ORDER BY [##ShockAbsorberIdentity##]
) AS id;
' ELSE N'
--- A snapshot high-water mark for the in-memory table.
SELECT @MaxIdentity=MAX([##ShockAbsorberIdentity##])
FROM '+@table_name+N' WITH (INDEX=IX_DESC, SNAPSHOT);
' END)+N'
IF (@MaxIdentity IS NOT NULL) BEGIN;
BEGIN TRY;
--- Get the data from the in-memory table as of the high-water mark,
--- then merge that data into the base table:
WITH inmem AS (
SELECT '+(CASE WHEN @Interval_rows>0 THEN N'TOP ('+CAST(@Interval_rows AS nvarchar(20))+N') ' ELSE N'' END)+@column_list+N'
FROM '+@sync_func_name+N'(@MaxIdentity))
MERGE INTO '+QUOTENAME(OBJECT_SCHEMA_NAME(@object_id))+N'.'+QUOTENAME(OBJECT_NAME(@object_id))+N' WITH (READCOMMITTED) AS tbl
USING inmem ON
'+(SELECT STRING_AGG(N'tbl.'+QUOTENAME([name])+N'=inmem.'+QUOTENAME([name]), N' AND ') WITHIN GROUP (ORDER BY key_ordinal) FROM @columns WHERE key_ordinal>=1)+N'
WHEN NOT MATCHED BY TARGET THEN
INSERT ('+(SELECT STRING_AGG(QUOTENAME([name]), N', ') WITHIN GROUP (ORDER BY column_id) FROM @columns)+N')
VALUES ('+(SELECT STRING_AGG(N'inmem.'+QUOTENAME([name]), N', ') WITHIN GROUP (ORDER BY column_id) FROM @columns)+N')
WHEN MATCHED THEN
UPDATE SET '+(SELECT STRING_AGG(N'tbl.'+QUOTENAME([name])+N'=inmem.'+QUOTENAME([name]), N', ') WITHIN GROUP (ORDER BY column_id) FROM @columns WHERE key_ordinal=0)+N'
OPTION (MERGE JOIN, MAXDOP '+CAST(@Maxdop AS nvarchar(10))+N');
--- Collect statistics:
SELECT @error=@@ERROR, @rowcount=@@ROWCOUNT;
--- If any data was moved, clear those rows from the in-memory table, up to the high-water mark:
IF (@error=0 AND @rowcount>0)
DELETE FROM '+@table_name+N' WITH (SNAPSHOT)
WHERE [##ShockAbsorberIdentity##]<=@MaxIdentity;
--- All good - reset the error count:
SET @consecutiveErrors=0;
END TRY
BEGIN CATCH;
IF (@PrintStats=1)
PRINT CONVERT(varchar(100), @nextIteration, 121)+'' ** error **'';
SET @consecutiveErrors=@consecutiveErrors+1;
IF (@consecutiveErrors>=@MaxErrors) BEGIN;
THROW;
RETURN;
END;
END CATCH;
END;
SET @rowcount_total = @rowcount_total+@rowcount;
IF (@batchStart<SYSDATETIME())
INSERT INTO ShockAbsorber.Perfstats (Batch, [Table], [date], [rowcount], duration, fill_factor, is_auto_update_stats_on, is_auto_update_stats_async_on, is_clustered, has_non_clustered, is_partitioned, [compression])
VALUES (@Batch,
N'+QUOTENAME(OBJECT_SCHEMA_NAME(@object_id)+N'.'+OBJECT_NAME(@object_id), N'''')+N',
SYSDATETIME(),
@rowcount,
DATEDIFF(ms, @batchStart, SYSDATETIME()),
@fill_factor,
@is_auto_update_stats_on,
@is_auto_update_stats_async_on,
@is_clustered,
@has_non_clustered,
@is_partitioned,
@compression);
IF (@PrintStats=1)
PRINT CONVERT(varchar(100), @nextIteration, 121)+STR(@rowcount, 12, 0)+'' rows,''+STR(DATEDIFF(ms, @batchStart, SYSDATETIME()), 7, 0)+'' ms.'';
IF (@runOnlyOnce=1)
RETURN;
IF (@rowcount_total>@MaxRows) BEGIN;
PRINT ''Max number of rows reached.'';
RETURN;
END;
IF (@rowcount=0 AND DATEADD(ms, 50, SYSDATETIME())<@nextIteration)
WAITFOR TIME @nextIteration;
END;
';
PRINT @sql;
EXECUTE sys.sp_executesql @sql;
GO