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2011/11/15

[轉載] Index Scan vs Seek in SQL Server


FAQ : Index Scan Vs Seek in SQL Server

There are five logical/physical operators in SQL Server related to Index scan ,Index Seek and Table scan. 


(a) Table Scan

(b) Clustered Index Scan

(c) Clustered Index Seek

(d) Index Scan (Non- Clustered index Seek)

(e) Index Seek (Non- Clustered index Seek)


Table Scan 

Table Scan retrieves all rows from the table (if you have no WHERE Conditions). Basically, before returning the rows, it traverse through all data pages related to the table. If you have where condition, though it travel through all the pages only those rows are returned which satisfy the conditions. When you do not have Clustered index on the table it does a table scan. In other words, both Clustered Index Scan (clustered index is nothing but the data itself) and Table Scan are same because in both method system traverse through all the data pages. Generally, you should avoid table scan.


Clustered Index Scan

Clustered Index Scan is nothing but horizontally traversing though the clustered index data pages. Clustered Index Scan return all the rows from the clustered index (Clustered index is nothing but Data). If you have where condition , only the satisfying rows are returned, but system traverse through all the data pages of the clustered index. Both Table scan and Clustered Index Scan are generally considered to be bad. But at times like if the table is small contains only few rows table or clustered index scan may be good also


Clustered Index Seek

Clustered Index Seek traverse vertically right down to the Data page where the requested data is stored. Basically any seek is vertically traversing though the B-Tree structure (as we all know the index is stored in B-tree structure in sql server). System does a Seek when it find a useful index and generally its done for highly selective query.


Index Scan or Non-Clustered Index Scan

As already said, Scan is horizontal traversing of B-Tree data pages. But in this case it horizontally traverse though the Non-Clustered index available. Its not same as Clustered index scan or Table Scan. In SQL Server , while reading execution plan you can find only Index Scan not Non-Clustered Index Scan. But you must read Index Scan as Non-Clustered Index Scan.


Index Seek or Non-Clustered Index Seek

As already mentioned Seek is Vertical traversing of B-Tree to the data page. But in Index seek it vertical traversing of Non-Clustered Index. Generally, its considered as the best option for high selective query.


2010/12/20

Crystal report with Dynamic Column

The objective of this article is to provide a process which can be followed to develop a crystal report with dynamic columns using parameterized column fields and formula fields. Before going for this the developer has to decide the maximum number of columns he/she has to display and as per the no. of columns the size of the paper. The developer can define the size of the paper by selecting Printer Setup in File menu.

There are two ways to display the columns in Crystal Report dynamically. The default is using the infamous Cross Tab component and the other is using parameterized columns. But there are certain limitations to this . Where the cross tab does not provide complete control to each individual cells value, for using dynamic columns, the developer has to decide the maximum no columns in design time and all the field values should be of same data type.

Lets take an example of an yearly report where the developer has to create  such a report , when executed will display only those month values as columns , which are selected with "Total" immediately next . So the view may look like :

If the sales of products selected from Mar 2006 to May 2006.
Product NameMarAprMayTotal
Pro 1128990191
Pro 2209970199
Grand Total32188160390
Same way if the end results for different scenario :
  1. If date is between Jan 2006 - Aug 2006
    Product Name  Jan  Feb  Mar  Apr  May  Jun  Jul  Aug  Total
  2. If date is between Jun 2006 - Nov 2006
    Product Name  Jun  Jul  Aug  Sep  Oct  Nov  Total
Note : These instructions only work if all the attribute fields are of the same data type as they will be dynamically interchanged using a logic statement. 

It seems most of the attribute fields will be of a String data type. We can create formulas in our report that will convert numbers to text using the ToText function. Then, simply use the formula instead of the database field. Or, if our organization uses Views or Queries as data source, convert the data type on that end.

Steps to create a report with dynamic columns...
1) Determine the maximum number of columns the report page can handle. Or determine the reasonable number of attributes an end user would want to see. (Consider a report with 50 columns of attributes. It would be unreadable.)

2) Create a string parameter for every attribute column on the report. Do not set the default values at this time (see next step).

3) Open Note Pad (on your desktop under accessories). Type all possible attributes starting in top right corner with one below the other (see below).
None
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Total

Keep in mind, these will be listed in the pick list and displayed on the report as column headings. The value "None" is important. It will be used in a logic statement, later in these instructions. Save the file (as a text file, .txt) in a shared location all users of the report can access (or on the CE server if using Enterprise).

Name the file similar to the .rpt file name combined with the word "attributes" or "parameter" so it is easy to locate.
4) Edit each parameter created in step 2 and do the following:

Click on "Set default values".
Click on "Import pick list".


Browse to locate the text file you just created in step 3.

Click OK. The list is automatically populated with the values in the text file.

5) Create empty formulas for the detail fields. The Design will look something like this...
Row Num Product name {?Month1} {?Month2} {?Month3}{?Month4}........................{?Total}
{rownum} {db.ProdName} 
{@mon.1-Detail{@Mon.2-Detail{@Mon.3-Detail}.............{@Total-Detail}

Just use the Insert Fields box and create the formulas up front. Leave them empty. Place them on the Design Tab. Then use the Insert Fields box to edit them later.

6) Edit the Mon.1-Detail field. Enter the following logic...

(assuming the Stored Proc or View returning column names as ProdName Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec)

if {?Month1}= "JAN" then {DB.JAN}
else if {?Month1}= "FEB" then {DB.FEB}
else if {?Month1}= "MAR" then {DB.MAR}
else if {?Month1}= "APR" then {DB.APR}
else if {?Month1}= "MAY" then {DB.MAY}
else if {?Month1}= "JUN" then {DB.JUN}
else if {?Month1}= "JUL" then {DB.JUL}
else if {?Month1}= "AUG" then {DB.AUG}
else if {?Month1}= "SEP" then {DB.SEP}
else if {?Month1}= "OCT" then {DB.OCT}
else if {?Month1}= "NOV" then {DB.NOV}
else if {?Month1}= "DEC" then {DB.DEC}
------ add the total field value if applicable
else 0;

Save the formula changes, but don't exit the formula editor. Copy the entire logic statement, then exit.

7) Edit {@Mon.2-Detail}. Paste the logic statement from step 6 into the Formula editor. Use Find/Replace in the formula Editor to find "?Month1" and replace with "?Month2".

Then save the change. Repeat this process for the remaining column detail formulas.

Note: Incase of Total field it will start from the second field onwards. So to display the Total value add the line below (incase if second column will be counted as the total column)

else if {?Month2}= "Total" then {@Month_Det1}
Same way for all other columns also add .....
else if {?Month3}= "Total" then {@Month_Det1} +  {@Month_Det2} If 3rd will be the Total column
else if {?Month4}= "Total" then {@Month_Det1} +  {@Month_Det2} + {@Month_Det3} if 4th col will be the Total and so on.. 

8) You may also want to add conditional formatting to supress the columns that are not used. To do this you need to edit each field in the column (header and detail).

Start with Column 1's heading...
Right click on the parameter field, {?Column 1}.
Select Format field.
On the Common tab find Suppress at the top.


Go to the right and click on the "X+2" button. Enter the following logic in the Format formula editor:

if {?Month1}="None" then true else false;
Save, but don't close. Copy the statement. Close the Format formula editor.

Repeat on the 
{@Month.1-Detail} field using the pasted statement.

Repeat on the remaining columns, but remember to change the column number in the logic.
9) To add a running total for each column select a new running total field as display below

Select the parameterized field to sum up and and in the type of summary field select Sum from the dropdown.

Repeat the same process for all the columns as displayed above and also suppress them as per the condition (Refer Sec 8 to make a conditional suppress).

How it works :
1) The column heading will display the parameter value selected by the user. It will display just as you typed it into the default value list when creating the parameter.
Example :

In the example below I am displaying the records of references  during the month of Aug and Sep 2006 including the total and grand total value.

Select Aug for the month1 parameter field

Repeat it to select Sep for month2 parameter field and Total for month3 field . And select From Date and To date as 1st Aug 2006  - 30th Sep 2006.

2) The detail section will display the corresponding attributes for each item record based on the parameter values provided at run time.

On execution of this report it will display like the below

Contribution by: Kishore Gandra , Sarika Pahurkar , Edmond Joseph