SQL Server: quick and dirty data validation query?











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Getting frequent updates on a database that is going through major changes. Need a quick way to check for abnormalities in the data. Over 1,000 tables; about 200
actually being used.



Would like to have a list of the tables with the most records at the top. Found and modified this code that seems to work:



select 
object_name(object_id) AS TableName,
sum(rows) AS TableRowCount
from
sys.partitions
where
index_id in (0, 1)
group by
object_id
order by
TableRowCount desc


However, it would be useful to also have an indication if columns are populated properly. Would be great to have percentages of valid rows as well as percentages of NULLs, blanks and zeros.



Stumbled across this snippet:



SELECT
TABLE_NAME,
COLUMN_NAME,
dbo.ExecuteScalarToInt('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) Percentage
FROM
INFORMATION_SCHEMA.COLUMNS


However, this throws an error:




Cannot find either column "dbo" or the user-defined function or aggregate "dbo.ExecuteScalarToInt", or the name is ambiguous.




Hmmm. I deleted the dbo.ExecuteScalarToInt part:



SELECT 
TABLE_NAME,
COLUMN_NAME,
('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) AS Percentage
FROM
INFORMATION_SCHEMA.COLUMNS
ORDER BY
TABLE_NAME ASC, COLUMN_NAME ASC


This works, but for the percentage column, a SQL query shows up. Tried the resulting SQL query--it works.



Tried substituting "exec", "sp_executesql", and "exec sp_executesql".
Got errors.



Here is what I'm imagining what the output should look similar to:



TableName      TableRows       ColumnName     PctPopulatedRows        PctNULLs         PctBlanks        PctZeros
LineItems 4,649,764 InventryNum 100.0% 0.0% 0.0% 0.0%
LineItems 4,649,764 Description 99.9% 0.0% 0.1% 0.0%
LineItems 4,649,764 Price 99.7% 0.0% 0.1% 0.2%
.
.
.
Invoices 385,532 InvoiceNum 100.0% 0.0% 0.0% 0.0%
Invoices 385,532 DateTime 99.6% 0.2% 0.1% 0.1%
Invoices 385,532 TotalAmt 99.8% 0.0% 0.2% 0.0%
.
.
.
Customers 64,906 CustomerNum 100.0% 0.0% 0.0% 0.0%
Customers 64,906 CustStreet 99.8% 0.0% 0.2% 0.0%
Customers 64,906 CustZip 99.7% 0.1% 0.2% 0.0%


Tired of banging my head against this. Can anyone straighten me out to get closer to a solution?



Many thanks for taking a look.










share|improve this question
























  • ExecuteScalarToInt is a custom scalar user defined function. Wherever you lifted that from might have the definition for it. You'd need to create it in the same database. If a NULL or blank is legitimately an invalid piece of data then you should have constraints stopping that. Of course in the real world that can be difficult.
    – Nick.McDermaid
    Nov 13 at 3:47










  • What you required can be done but not in one single query but utilize dynamic sql + temp table. Looks like it will be a complex query (the dynamic part)
    – Squirrel
    Nov 13 at 4:12










  • You basically need to use a cursor to populate some dynamic SQL... like this stackoverflow.com/questions/25559088/…
    – Nick.McDermaid
    Nov 13 at 11:08















up vote
2
down vote

favorite












Getting frequent updates on a database that is going through major changes. Need a quick way to check for abnormalities in the data. Over 1,000 tables; about 200
actually being used.



Would like to have a list of the tables with the most records at the top. Found and modified this code that seems to work:



select 
object_name(object_id) AS TableName,
sum(rows) AS TableRowCount
from
sys.partitions
where
index_id in (0, 1)
group by
object_id
order by
TableRowCount desc


However, it would be useful to also have an indication if columns are populated properly. Would be great to have percentages of valid rows as well as percentages of NULLs, blanks and zeros.



Stumbled across this snippet:



SELECT
TABLE_NAME,
COLUMN_NAME,
dbo.ExecuteScalarToInt('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) Percentage
FROM
INFORMATION_SCHEMA.COLUMNS


However, this throws an error:




Cannot find either column "dbo" or the user-defined function or aggregate "dbo.ExecuteScalarToInt", or the name is ambiguous.




Hmmm. I deleted the dbo.ExecuteScalarToInt part:



SELECT 
TABLE_NAME,
COLUMN_NAME,
('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) AS Percentage
FROM
INFORMATION_SCHEMA.COLUMNS
ORDER BY
TABLE_NAME ASC, COLUMN_NAME ASC


This works, but for the percentage column, a SQL query shows up. Tried the resulting SQL query--it works.



Tried substituting "exec", "sp_executesql", and "exec sp_executesql".
Got errors.



Here is what I'm imagining what the output should look similar to:



TableName      TableRows       ColumnName     PctPopulatedRows        PctNULLs         PctBlanks        PctZeros
LineItems 4,649,764 InventryNum 100.0% 0.0% 0.0% 0.0%
LineItems 4,649,764 Description 99.9% 0.0% 0.1% 0.0%
LineItems 4,649,764 Price 99.7% 0.0% 0.1% 0.2%
.
.
.
Invoices 385,532 InvoiceNum 100.0% 0.0% 0.0% 0.0%
Invoices 385,532 DateTime 99.6% 0.2% 0.1% 0.1%
Invoices 385,532 TotalAmt 99.8% 0.0% 0.2% 0.0%
.
.
.
Customers 64,906 CustomerNum 100.0% 0.0% 0.0% 0.0%
Customers 64,906 CustStreet 99.8% 0.0% 0.2% 0.0%
Customers 64,906 CustZip 99.7% 0.1% 0.2% 0.0%


Tired of banging my head against this. Can anyone straighten me out to get closer to a solution?



Many thanks for taking a look.










share|improve this question
























  • ExecuteScalarToInt is a custom scalar user defined function. Wherever you lifted that from might have the definition for it. You'd need to create it in the same database. If a NULL or blank is legitimately an invalid piece of data then you should have constraints stopping that. Of course in the real world that can be difficult.
    – Nick.McDermaid
    Nov 13 at 3:47










  • What you required can be done but not in one single query but utilize dynamic sql + temp table. Looks like it will be a complex query (the dynamic part)
    – Squirrel
    Nov 13 at 4:12










  • You basically need to use a cursor to populate some dynamic SQL... like this stackoverflow.com/questions/25559088/…
    – Nick.McDermaid
    Nov 13 at 11:08













up vote
2
down vote

favorite









up vote
2
down vote

favorite











Getting frequent updates on a database that is going through major changes. Need a quick way to check for abnormalities in the data. Over 1,000 tables; about 200
actually being used.



Would like to have a list of the tables with the most records at the top. Found and modified this code that seems to work:



select 
object_name(object_id) AS TableName,
sum(rows) AS TableRowCount
from
sys.partitions
where
index_id in (0, 1)
group by
object_id
order by
TableRowCount desc


However, it would be useful to also have an indication if columns are populated properly. Would be great to have percentages of valid rows as well as percentages of NULLs, blanks and zeros.



Stumbled across this snippet:



SELECT
TABLE_NAME,
COLUMN_NAME,
dbo.ExecuteScalarToInt('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) Percentage
FROM
INFORMATION_SCHEMA.COLUMNS


However, this throws an error:




Cannot find either column "dbo" or the user-defined function or aggregate "dbo.ExecuteScalarToInt", or the name is ambiguous.




Hmmm. I deleted the dbo.ExecuteScalarToInt part:



SELECT 
TABLE_NAME,
COLUMN_NAME,
('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) AS Percentage
FROM
INFORMATION_SCHEMA.COLUMNS
ORDER BY
TABLE_NAME ASC, COLUMN_NAME ASC


This works, but for the percentage column, a SQL query shows up. Tried the resulting SQL query--it works.



Tried substituting "exec", "sp_executesql", and "exec sp_executesql".
Got errors.



Here is what I'm imagining what the output should look similar to:



TableName      TableRows       ColumnName     PctPopulatedRows        PctNULLs         PctBlanks        PctZeros
LineItems 4,649,764 InventryNum 100.0% 0.0% 0.0% 0.0%
LineItems 4,649,764 Description 99.9% 0.0% 0.1% 0.0%
LineItems 4,649,764 Price 99.7% 0.0% 0.1% 0.2%
.
.
.
Invoices 385,532 InvoiceNum 100.0% 0.0% 0.0% 0.0%
Invoices 385,532 DateTime 99.6% 0.2% 0.1% 0.1%
Invoices 385,532 TotalAmt 99.8% 0.0% 0.2% 0.0%
.
.
.
Customers 64,906 CustomerNum 100.0% 0.0% 0.0% 0.0%
Customers 64,906 CustStreet 99.8% 0.0% 0.2% 0.0%
Customers 64,906 CustZip 99.7% 0.1% 0.2% 0.0%


Tired of banging my head against this. Can anyone straighten me out to get closer to a solution?



Many thanks for taking a look.










share|improve this question















Getting frequent updates on a database that is going through major changes. Need a quick way to check for abnormalities in the data. Over 1,000 tables; about 200
actually being used.



Would like to have a list of the tables with the most records at the top. Found and modified this code that seems to work:



select 
object_name(object_id) AS TableName,
sum(rows) AS TableRowCount
from
sys.partitions
where
index_id in (0, 1)
group by
object_id
order by
TableRowCount desc


However, it would be useful to also have an indication if columns are populated properly. Would be great to have percentages of valid rows as well as percentages of NULLs, blanks and zeros.



Stumbled across this snippet:



SELECT
TABLE_NAME,
COLUMN_NAME,
dbo.ExecuteScalarToInt('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) Percentage
FROM
INFORMATION_SCHEMA.COLUMNS


However, this throws an error:




Cannot find either column "dbo" or the user-defined function or aggregate "dbo.ExecuteScalarToInt", or the name is ambiguous.




Hmmm. I deleted the dbo.ExecuteScalarToInt part:



SELECT 
TABLE_NAME,
COLUMN_NAME,
('SELECT ISNULL(SUM(CASE WHEN ' + QUOTENAME(COLUMN_NAME) + ' IS NULL THEN 1 ELSE 0 END) * 100.00/count(*), 0) Percentage FROM ' + QUOTENAME(TABLE_SCHEMA) + '.' + QUOTENAME(TABLE_NAME)) AS Percentage
FROM
INFORMATION_SCHEMA.COLUMNS
ORDER BY
TABLE_NAME ASC, COLUMN_NAME ASC


This works, but for the percentage column, a SQL query shows up. Tried the resulting SQL query--it works.



Tried substituting "exec", "sp_executesql", and "exec sp_executesql".
Got errors.



Here is what I'm imagining what the output should look similar to:



TableName      TableRows       ColumnName     PctPopulatedRows        PctNULLs         PctBlanks        PctZeros
LineItems 4,649,764 InventryNum 100.0% 0.0% 0.0% 0.0%
LineItems 4,649,764 Description 99.9% 0.0% 0.1% 0.0%
LineItems 4,649,764 Price 99.7% 0.0% 0.1% 0.2%
.
.
.
Invoices 385,532 InvoiceNum 100.0% 0.0% 0.0% 0.0%
Invoices 385,532 DateTime 99.6% 0.2% 0.1% 0.1%
Invoices 385,532 TotalAmt 99.8% 0.0% 0.2% 0.0%
.
.
.
Customers 64,906 CustomerNum 100.0% 0.0% 0.0% 0.0%
Customers 64,906 CustStreet 99.8% 0.0% 0.2% 0.0%
Customers 64,906 CustZip 99.7% 0.1% 0.2% 0.0%


Tired of banging my head against this. Can anyone straighten me out to get closer to a solution?



Many thanks for taking a look.







sql sql-server sql-server-2014






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Nov 13 at 5:40









marc_s

566k12610921245




566k12610921245










asked Nov 13 at 3:22









SquareDonut

182




182












  • ExecuteScalarToInt is a custom scalar user defined function. Wherever you lifted that from might have the definition for it. You'd need to create it in the same database. If a NULL or blank is legitimately an invalid piece of data then you should have constraints stopping that. Of course in the real world that can be difficult.
    – Nick.McDermaid
    Nov 13 at 3:47










  • What you required can be done but not in one single query but utilize dynamic sql + temp table. Looks like it will be a complex query (the dynamic part)
    – Squirrel
    Nov 13 at 4:12










  • You basically need to use a cursor to populate some dynamic SQL... like this stackoverflow.com/questions/25559088/…
    – Nick.McDermaid
    Nov 13 at 11:08


















  • ExecuteScalarToInt is a custom scalar user defined function. Wherever you lifted that from might have the definition for it. You'd need to create it in the same database. If a NULL or blank is legitimately an invalid piece of data then you should have constraints stopping that. Of course in the real world that can be difficult.
    – Nick.McDermaid
    Nov 13 at 3:47










  • What you required can be done but not in one single query but utilize dynamic sql + temp table. Looks like it will be a complex query (the dynamic part)
    – Squirrel
    Nov 13 at 4:12










  • You basically need to use a cursor to populate some dynamic SQL... like this stackoverflow.com/questions/25559088/…
    – Nick.McDermaid
    Nov 13 at 11:08
















ExecuteScalarToInt is a custom scalar user defined function. Wherever you lifted that from might have the definition for it. You'd need to create it in the same database. If a NULL or blank is legitimately an invalid piece of data then you should have constraints stopping that. Of course in the real world that can be difficult.
– Nick.McDermaid
Nov 13 at 3:47




ExecuteScalarToInt is a custom scalar user defined function. Wherever you lifted that from might have the definition for it. You'd need to create it in the same database. If a NULL or blank is legitimately an invalid piece of data then you should have constraints stopping that. Of course in the real world that can be difficult.
– Nick.McDermaid
Nov 13 at 3:47












What you required can be done but not in one single query but utilize dynamic sql + temp table. Looks like it will be a complex query (the dynamic part)
– Squirrel
Nov 13 at 4:12




What you required can be done but not in one single query but utilize dynamic sql + temp table. Looks like it will be a complex query (the dynamic part)
– Squirrel
Nov 13 at 4:12












You basically need to use a cursor to populate some dynamic SQL... like this stackoverflow.com/questions/25559088/…
– Nick.McDermaid
Nov 13 at 11:08




You basically need to use a cursor to populate some dynamic SQL... like this stackoverflow.com/questions/25559088/…
– Nick.McDermaid
Nov 13 at 11:08

















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