When accessing HANA calculation views via BW, usually the Column Engine is used for processing the formulas. If the expressions are equal, NULLIF returns a null value of the type of the first expression WHERE IFNULL (KDAUF , comparison value) I never use this one. CASE( "COUNTRY", 'US', 'United States',. These are applied on measure values (facts) and It is. The data foundation of the calculation view can include tables, column views, analytic views and calculation views. The >median is used to find the most frequently occurring term in a data set. Otherwise, you might still have a dependency on the existing, legacy data warehouse, because the data is copied from there. To achieve this, first right click on the "Restricted Columns" field on the right and select "New" from the context menu as shown below. It has a field called FLTYPE (Flight Type). The COALESCE function has to be replaced by a combination of the IF and ISNULL function. Both constructs retrieve the same result. Isnull in hana calculated column. Searched CASE expression – when you need to evaluate more complex expressions, such as inequality, LIKE, or IS NOT NULL: CASE WHEN <input_bool> THEN <return>. Create Calculated Column on HANA Database Table Let's create sample database table with calculated field "Age" using the BirthDate column value and current date function value as inputs to the SQLScript expression for the computed column create column table Employee ( int generated by default as identity (start with 1 increment by 1) not null,. S/4 HANA ABAP CDS Functions. Additional information, including the hourly and annual 10th, 25th, 75th, and 90th percentile wages, is available in the downloadable XLS file. Mar 31, 2022 · These estimates are calculated with data collected from employers in all industry sectors in metropolitan and nonmetropolitan areas in every state and the District of Columbia. You cannot use it in a simple SELECT statement. 2 Working with Calculation Views Calculation Views are powerful and flexible views that allow you to create more complex data models than is possible with the other view types. The above distribution statistics were all calculated in SAP Data Warehouse Cloud. Here you have the reference for column engine functions. select clause allows you to insert the values returned with any select. However, we can also write complicated CASE expressions based on multiple . you could create a calculated column. The SAP HANA Development perspective. A Calculation View Editor will be displayed, in which Scenario Panel display as below – Detail of Scenario panel is as below – Palette: This section contains below nodes that can be used as a source to build our calculation views. The SAP HANA Development perspective. You can see the SELECT statement that was created by the describe()-method. Specify cardinality in joins (n:1 or 1:1) – only if sure Set optimize join = true (only if cardinality is set like above) Use table functions instead of scripted calculation views. Create a Calculation View i. Example 1. Moreover, testing the case method separately from the actual calculation is easier since there would be fewer cases to consider. If you use multiple operators, they are executed in a certain order. htmLecture By: Ms. If you have a SAP HANA system with a system replication setup, you can assign the SAP HANA DB 1. Using COMBINEVALUES Within Calculator Tables. A case statement in the select doesn't limit the data returned, it simply controls what is visible for the records displayed. SAP HANA Dates in Modeling →. SAP ABAP on HANA. The above distribution statistics were all calculated in SAP Data Warehouse Cloud. Another example like needs to view rating flag like sales >20,000 to be calculated on the sum of measures. . Only the results were transferred to your notebook. I suspect because predicates can have side effects. A simple use of CASE statement used in SELECT statement to derive additional computed field/column. The '' is not NULL but an empty string. The Amazon S3 API supports prefix matching, but not wildcard matching. i have 2 tables. If any other choices are selected in the dropdown, it should use the selected value. In this Power BI tutorial, learn how to tell the difference between calculated columns and measures and discuss use cases for each. Only Calculation Views can be created either using GUI (Graphical User Interface) or using SQL Script. There does not seem to be a standard notation for this operation, so let us tentatively use a mod d n. A Calculation View Editor will be displayed, in which Scenario Panel display as below -. I have a calculated column. Actually, there are no IF ELSE statements in SQL SELECT statements. Oct 21, 2022 · Setting min_idle_instances specifies the number of instances to run in addition to this calculated number. For Data Type, select the data type for the calculated column. If you have a SAP HANA system with a system replication setup, you can assign the SAP HANA DB 1. Templates on the Database Replication Group Level. However, only one of the multiple statements will be executed. 20 Lesson: Identifying Requirements for Structures in the SAP Project System (SAP PS) 27 Unit 3: Work Breakdown Structures (WBS) 28 Lesson: Customizing WBS 36 Lesson: Defining User Fields and Interface Settings 40 Lesson: Using Multilingual Settings and Access Control Lists 43 Lesson: Creating Operative Work Breakdown Structures (WBS). Restricted columns. Now I changed the calculated column from case when "Anzahl" > 1000000 then 'SUSPECT: Too high?'. CUMMULATIVE_CONFIRMED_QTY = 0 AND SCH. When displaying data for HANA calculation views directly via SQL in HANA Studio, usually the SQLEngine (Join Engine) is used. If you want to use CASE statement in the way which you indicated, then for in Calculated Column window change the Language option from Column Engine to SQL and then you can apply it in the way as I indicated above. I have a calculated column. Select the view node in which you want to create the calculated column. "CASE functions cannot contain functions that return true or false". I have tried to use case when but this seems to be executing both WHEN statements(and this is because both cases exist in the table but i want only the first when to return if both are true). dax calculate multiple filters on same column. When displaying data for HANA calculation views directly via SQL in HANA Studio, usually the SQLEngine (Join Engine) is used. Change in sap is no data quality, if statement is a good. Create a calculated column in HANA, that replaces the Null dimensions with blank or other values that can be handled with a condition different than ISNULL() Example: Create a Calculated Column CD1=IF(ModifiedD1="", "A", "B") and get the following result: Pre-query Result ModifiedD1 CD1 "" "A". print (df_remote. See the Standard SQL Query Syntax page for the supported SQL syntax of the query_statement clause. CASE statement in calculated column in sap hana 9753 Views Follow RSS Feed Hi, I am trying to calculated backlog amount as a seperate calculated column in my calculation view using CASE statement. If you want to create a calculated column using DAX instead of Query statement, you can create it using the formula. Months and years are also automatically incremented. Use the ELSE clause: It's a good practice to use the ELSE clause to return a value when none of the conditions in the CASE statement are met. Multiple case statement in hana calculated column riding mower backfires when blades engaged Fiction Writing Concatenate multiple row values into one based on unique ID in specific order. By default, the IF statement consists of a Boolean expression and a THEN block. I have tried to use case when but this seems to be executing both WHEN statements(and this is because both cases exist in the table but i want only the first when to return if both are true). The following snippet helps you to display as per your requirement Add the formula to Company calculted field, =IF(Name="Bhadram","IT","Other"). A simple use of CASE statement used in SELECT statement to derive additional computed field/column. Now I changed the calculated column from case when "Anzahl" > 1000000 then 'SUSPECT: Too high?'. SAP HANA - Calculated ColumnWatch more Videos at https://www. Multiple case statement in hana calculated column riding mower backfires when blades engaged Fiction Writing Concatenate multiple row values into one based on unique ID in specific order. Syntax of case in given below - CASE WHEN <expression> THEN <expression>, [ ELSE <expression>] END We have applied the syntax in the "SQL" statement given below. The '' is not NULL but an empty string. A simple use of CASE statement used in SELECT statement to derive additional computed field/column. Execute this script and you would see that the new field name has now appeared instead of the formula which is much better in terms of. I have a table with a column LIST_OF_NUMBERS containing the following strings: I want to truncate the LIST_OF_NUMBERS column to 10 characters as follows: However, if a number from the list of string is partially truncated I want to truncate the whole number instead. The SAP HANA function ADD_YEARS works in the same way. Create a calculated column in HANA, that replaces the Null dimensions with blank or other values that can be handled with a condition different than ISNULL() Example: Create a Calculated Column CD1=IF(ModifiedD1="", "A", "B") and get the following result: Pre-query Result ModifiedD1 CD1 "" "A". Mar 31, 2022 · These estimates are calculated with data collected from employers in all industry sectors in metropolitan and nonmetropolitan areas in every state and the District of Columbia. I suspect because predicates can have side effects. chapter books for 5th grade reading level. Dialog to choose a calculation view. Select the view node in which you want to create the calculated column. Turn the dial clockwise past zero three times and leave it set to zero. For quick undersatnding, i separated major If. You can enter it on every place where you create a logical sql as the formula in Presentation service but also in the BI Server Expression Builder. Create a calculated column in HANA, that replaces the Null dimensions with blank or other values that can be handled with a condition different than ISNULL() Example: Create a Calculated Column CD1=IF(ModifiedD1="", "A", "B") and get the following result: Pre-query Result ModifiedD1 CD1 "" "A". By default, the IF statement consists of a Boolean expression and a THEN block. It has a field called FLTYPE (Flight Type). Some of it I built myself, slowly getting better at it. SQL HANA STRING FUNCTION. The OR operator has the lowest priority. "U_ISS_SalEmp2" is not null THEN T7. Column engine syntax:. Calendar ADD PreviousDate AS case WHEN [Date ]> Convert(DateTime, '20100101', 101) THEN [Date] ELSE Convert(DateTime, NULL, 101) END PERSISTED Calculated Columns Persisted Column Sql Sql Server Sql Server 2008. A simple use of CASE statement used in SELECT statement to derive additional computed field/column. S/4 HANA ABAP CDS Functions. Write a calculated expression. Calculated column = IF ( Table1 [Date] = TODAY (), "Current Date", IF ( Table1 [Date] = DATE ( YEAR ( TODAY () ), MONTH ( TODAY () ), DAY ( TODAY () ) - 1 ), "Yesterday", "Other Day" ) ) Please see the result. Using COMBINEVALUES Within Calculator Tables. Add current date in SAP HANA via CURRENT_DATE and CURRENT_UTCDATE. Multiple case statement in hana calculated column riding mower backfires when blades engaged Fiction Writing Concatenate multiple row values into one based on unique ID in specific order. You can now create multiple calculations on top of one Helix-powered query. Right click on the “Calculated Columns” folder and click “New”. If the first condition is not true, the statement after the ELSE branch is executed without any. Multiple case statement in hana calculated column riding mower backfires when blades engaged Fiction Writing Concatenate multiple row values into one based on unique ID in specific order. Graphical Calc views nowadays are processed through the same optimization stack (when possible) as common SQL and so are table functions. Calculations Fields is another HANA DB functionality integrated in the CompositeProvider. Saddam convened an assembly of Ba'ath party leaders on 22 July 1979. It adds years to the specified date. Calculated Columns are used for this purpose. In your last reply you mentioned how to write multiple IF statements. The case statement is very useful and important thing to learn. Now I changed the calculated column from case when "Anzahl" > 1000000 then 'SUSPECT: Too high?'. The '' is not NULL but an empty string. Additional information, including the hourly and annual 10th, 25th, 75th, and 90th percentile wages, is available in the downloadable XLS file. If you have a SAP HANA system with a system replication setup, you can assign the SAP HANA DB 1. The >median is used to find the most frequently occurring term in a data set. We use the case expressions to pass multiple condition statements having a conditional clause. "CASE functions cannot contain functions that return true or false". Here is the new CREATE TABLE command including modifications for the additional calculated column FullName in Emplyee sample HANA database table. Set Operators Set operators are used to combine results of two queries into a single result. Giving the flexibility of choosing the values he wishes to see in the report and then pushing the filtration logic to the lowest level possible. In JOIN use Inner Join with cardinality 1 to 1 creating new fields in views which are calculated based on some logic which may involve already existing fields in the table. I wanted to create a calculated column with month names, and the only solution that I could think of at the time was using the IF function in DAX: =IF ( [MonthNum]=1, "January", IF ( [MonthNum]=2, "February", IF ( [MonthNum]=3, "March", IF ( [MonthNum]=4, "April", IF ( [MonthNum]=5, "May", IF ( [MonthNum]=6, "June", IF ( [MonthNum]=7, "July",. You will be left with the following. If 1st Character of the string is '0' then - 0Hello. Based on this field we will derive on more computed field. The above distribution statistics were all calculated in SAP Data Warehouse Cloud. Figure 5: SAP HANA Calculation View : SAP -System-Screenshot 1. To create a view 'countgrade' with two columns 'grade' and 'gradecount' from the table 'customer' with following conditions -. The HANA operators write or read the information which the Python operators provide to or request from them. SAP HANA 6. In a Hana Calculation View (when used in a HCPR see Hana Model) you can define formulas using Calculated Columns. Aggregate Expression uses Aggregate functions to calculate single value from multiple values. In case an employee avails multiple cars in a month, the car with maximum perk value will be considered for the payroll run for that entire month. I have a calculated column. Select the range you want to apply formatting to. . "U_ISS_SalEmp2" is not null THEN T7. Expand the new calculated column. Bucket Transformations: Categorize Column Values; Keyboard Shortcuts for Building Data Prep Recipes; Upgrade or Edit Formulas for Converted Recipes; Formula Transformation: Create a Calculated Column Based on an. If the first condition is not true, the statement after the ELSE branch is executed without any. Restricted columns. Expand the new calculated column. a stored procedure or anonymous block. SAP ABAP on HANA has column-based tables, open SQL. —Recent development in the role of kindergarten in children's progress includes the use of Information and Communication Technologies (ICTs). Otherwise, you might still have a dependency on the existing, legacy data warehouse, because the data is copied from there. Create a calculated column in HANA, that replaces the Null dimensions with blank or other values that can be handled with a condition different than ISNULL() Example: Create a Calculated Column CD1=IF(ModifiedD1="", "A", "B") and get the following result: Pre-query Result ModifiedD1 CD1 "" "A". In this manner an arbitrary number of ELSEIF clauses can be added. The figure above gives an example of a simple case distinction in a CDS. Running the nested select on its own. Calculated columns. It has a field called FLTYPE (Flight Type). Let’s say you store the values for a product’s availability as 1 or 0. Avoid using multiple expressions in the same CASE statement: You can use multiple conditions in the same CASE statement but it is best to use separate CASE statements for readability and maintainability. Expand the new calculated column. Calculations Fields is another HANA DB functionality integrated in the CompositeProvider. Kicker Car Speaker and Subwoofer Enclosures. Lets’s look at the SPFLI records. Syntax of case in given below –. Previous value measure based on position. Filter row data based on sensitive data. The combined column can be created with either a Power Query custom column, or in the model as a calculated column. Right-click your development package and select New and then Calculation View as shown in Figure 3. By default, the IF statement consists of a Boolean expression and a THEN block. Using COMBINEVALUES Within Calculator Tables. STEP 1) In this step, Go to package (Here Modelling) and right click. It has a field called FLTYPE (Flight Type). You get an information message outlining the nodes to which this field has been propagated to. Write a calculated expression. Reduce the case expression list all the original data at lt_bkpf into bkpf_lin. GROUP BY Syntax SELECT column_name (s) FROM table_name WHERE condition GROUP BY column_name (s) ORDER BY column_name (s); Demo DatabaseThe following table lists the most commonly used aggregate functions in Db2: Function. There are five delivery statuses and for each there are three possible values (A,B or C). It might read/write a file or print something to the terminal and so on. SAP HANA Dates in Modeling →. The >median is used to find the most frequently occurring term in a data set. Syntax: The four types of SQL expressions that SAP HANA supports are: 1. DELIVERED_QTY = 0. STEP 1) In this step, Go to package (Here Modelling) and right click. 1 Answer Sorted by: 3 You can use the two pipe symbols || for chained concatenation. You can improve the performance of any SAP HANA system following the best practices mentioned below: Use the appropriate table type based on the usage. Add current date in SAP HANA via CURRENT_DATE and CURRENT_UTCDATE. Add current date in SAP HANA via CURRENT_DATE and CURRENT_UTCDATE. 2 Working with Calculation Views Calculation Views are powerful and flexible views that allow you to create more complex data models than is possible with the other view types. Sap hana IF and ELSEIF condition statement example. Maybe it would be better to select the compared previous row using LAG() function sorting rows by StarDate. Step 3. Both constructs retrieve the same result. ; Now, repeat the above steps and create 3 more Parameters namely, Select Column 2 Heading, Select Row 1 Heading and Select Row 2 Heading. folder, you can create calculated and restricted key figures and global In order to enable the consumption of SAP HANA views (analytic or calculation views ) in SAP. Note: Your browser does not support JavaScript or it is turned off. Collected via SQL > request to <b>SAP</b> <b>HANA</b>, values rated in Solution Manager: <b>SAP</b>. Right-click your development package and select New and then Calculation View as shown in Figure 3. describe (). Something like this. Graphical Calc views nowadays are processed through the same optimization stack (when possible) as common SQL and so are table functions. Nov 05, 2018 · Concerning the statement "By definition graphical views provide better performance thanks to HANA’s optimizer": that's just plain wrong. Previous value measure based on position. An alias is an alternate name given to something in SQL script. Use the ELSE clause: It's a good practice to use the ELSE clause to return a value when none of the conditions in the CASE statement are met. For the calculation of "Production Ratio" you can go through my previous Blog Post. Return the average of a set of numbers. Below is the BNF representation of a case expression and its two types; simple case expression and search case expression. dax calculate multiple filters on same column. WHEN (column1 = xyz and column2 = asd) THEN 1. Feb 17, 2022 · The Inforiver premium edition includes everything available in Standard and Professional editions (such as number formatting, calculated rows & columns, notes & annotations, conditional formatting and in-cell visualizations), and additional new capabilities such as manual data capture / inputs for budgets/forecasts, advanced what-if simulations. This will open the Label Editor, where I will move the Dynamic Pagination Max Page to the right of the String Index and add the word “Of” in between the two fields. what was the temperature for yesterday, trafalgar belt
Prolog doesn’t optimize that away. The SAP HANA function ADD_YEARS works in the same way. You can improve the performance of any SAP HANA system following the best practices mentioned below: Use the appropriate table type based on the usage. htmLecture By: Ms. Case 1: To select single value or multiple values for filter based on the input from the user. NULLIF returns the first expression if the two expressions are not equal. Now I changed the calculated column from case when "Anzahl" > 1000000 then 'SUSPECT: Too high?'. Using COMBINEVALUES Within Calculator Tables. 2 Working with Calculation Views Calculation Views are powerful and flexible views that allow you to create more complex data models than is possible with the other view types. See the below. Figure 5: SAP HANA Calculation View : SAP -System-Screenshot 1. In a Hana Calculation View (when used in a HCPR see Hana Model) you can define formulas using Calculated Columns. You can now create multiple calculations on top of one Helix-powered query. I have a calculated column. By default, the IF statement consists of a Boolean expression and a THEN block. Insert Values in to table. Multiple case statement in hana calculated column riding mower backfires when blades engaged Fiction Writing Concatenate multiple row values into one based on unique ID in specific order. Let’s say you store the values for a product’s availability as 1 or 0. Column should return "X", if ( (TXT04='CHKO') and (STATUS_VALUE=' ')) AND ( (TXT04='CHKI') and (STATUS_VALUE='X')) When I try to create the first column I'm using following code: if ("TXT04"='CHKO',if ("STATUS_VALUE"='X', 'X',' '),' ') and if ("TXT04"='CHKI',if ("STATUS_VALUE"='X', 'X',' '),' ') But get following syntax error:. SQL CASE STATEMENT in HANA SQL SELECT. Based on this field we will derive on more computed field. Actually, there are no IF ELSE statements in SQL SELECT statements. Case statement to calculated column 05-18-2020 12:04 PM. May 21, 2014 · A SELECT statement may retrieve database records one by one (functioning as a loop using keyword INTO), or together at once (this is called “array fetch” and is used with keyword INTO TABLE/APPENDING TABLE). describe (). Now I need to place a CASE statement in my Formula. This functionality of HANA Workload Classes was implemented previously for the connections made to HANA DB for the Reporting Data queries through all the BI Client applications such Web Intelligence and Crystal Reports, now with BI 4. Calendar ADD PreviousDate AS case WHEN [Date ]> Convert(DateTime, '20100101', 101) THEN [Date] ELSE Convert(DateTime, NULL, 101) END PERSISTED Calculated Columns Persisted Column Sql Sql Server Sql Server 2008. Case 1: To select single value or multiple values for filter based on the input from the user. Syntax: <case_expression> ::= <simple_case_expression> | <search_case_expression>. May 21, 2014 · A SELECT statement may retrieve database records one by one (functioning as a loop using keyword INTO), or together at once (this is called “array fetch” and is used with keyword INTO TABLE/APPENDING TABLE). The case statement is very useful and important thing to learn. The zero-loading heat of adsorption for CO 2 was −39 kJ mol −1 (fig. Case Expressions. Next, specify the type of join and the table you are joining it with. With SAP BW4HANA 2. The restricted column is restricted based on one or more attributes. Graphical Calc views nowadays are processed through the same optimization stack (when possible) as common SQL and so are table functions. Syntax: <case_expression> ::= <simple_case_expression> | <search_case_expression>. These statements are primarily intended for SAP HANA 20. Which it is, depends on the Boolean conditions that are defined. Here's a simple solution to the nested "Complex" case statment: --Nested Case Complex Expression. "CASE functions cannot contain functions that return true or false". It might read/write a file or print something to the terminal and so on. There are five delivery statuses and for each there are three possible values (A,B or C). "U_ISS_SalEmp3" || '+' || T0. Select Calculation View. create column table Employee (. These calculation view and calculated views vs materialized view for collect important to understand. In HANA I built a Calculation view which executes fine. "U_ISS_SalEmp4" ELSE T7. Based on this field we will derive on more computed field. create column table Employee (. It is not recommended to have joins on calculated columns/fields with NVARCHAR or DECIMAL as data types, might create performance issues. If you unleash the power of DAX,. If the checksum !=0 then it should display the checksum amount, if the trsfrsum !=0 then display transfer amount and if cashsum. Neha Gupta, Tutorials Point India Pri. Which it is, depends on the Boolean conditions that are defined. when the user filters it needs to search from Side_A and Side_B. Case Expressions. It can be scheduled (‘ ‘) or Charted (X). The SAP HANA function ADD_YEARS works in the same way. Always follow – HANA Development Points Use left outer joins maximum. The SAP HANA function ADD_YEARS works in the same way. CASE when [Region1] = 'A' and [Region2] = 'B' THEN 'NO' when [Region1] = 'C' and [Region2] = 'D' THEN 'YES' else 'N/A' END So the value of my Calculated Column will be either YES or NO 2010 calculated-column. Q3 is equal to P75. Note, I omitted the ELSE clause from the CASE expression, which means that we get NULL s per default. With SAP BW4HANA 2. Now I need to place a CASE statement in my Formula. You have created and loaded data in the PERFORMANCE table as explained in this tutorial This tutorial cannot be completed with a trial account. We will use State code column for CASE expression. The case statement has the below syntax. Then call the combvec function to generate all possible combinations. Hi, Yes, you can use the IF Else functions in Calculated field. When accessing HANA calculation views via BW, usually the Column Engine is used for processing the formulas. However, we can also write complicated CASE expressions based on multiple . When accessing HANA calculation views via BW, usually the Column Engine is used for processing the formulas. In case an employee avails multiple cars in a month, the car with maximum perk value will be considered for the payroll run for that entire month. Dialog to choose a calculation view. Add current date in SAP HANA via CURRENT_DATE and CURRENT_UTCDATE. sfdcRegister Transformation; Date Difference. The original table remains unchanged. This is evidenced by the fact that you have multiple records for a single userID in your current results. SELECT (CASE WHEN meter >= 0 AND meter= 10000 AND meter = 20000 AND meter = 30000 AND meter = 40000 AND meter = 50000 AND meter = 60000 AND meter = 70000 AND meter = 80000 AND meter =100000 THEN 'above 100' END) as range,count (*) as vehicle_count from ( SELECT extract (day from time) as day, place,vehicle_id,sum (meter_two_points) as meter FROM. The table and the appropriate columns will be created automatically. The above distribution statistics were all calculated in SAP Data Warehouse Cloud. See the Standard SQL Query Syntax page for the supported SQL syntax of the query_statement clause. Simple Fields can also be added as well. Actually, there are no IF ELSE statements in SQL SELECT statements. The original table remains unchanged. Hi all, I have a scenario where I need to create a new column using case statement mentioned below, I tried using switch but it did not work any help would be highly appreciated. i have 2 tables. The reason you're getting multiple records is because you have multiple records in your table. "U_ISS_SalEmp2" || '+' || T0. Add current date in SAP HANA via CURRENT_DATE and CURRENT_UTCDATE. In the General section, enter a name for the new calculated column. CASE( "COUNTRY", 'US', 'United States',. dax calculate multiple filters on same column. The idea of the if statement is that i have three columns; trsfrsum,cashsum and checksum. Here we have a AMDP procedure with data selection from SPFLI table. A Calculation View Editor will be displayed, in which Scenario Panel display as below -. This statement can be used to simulate the switch-case statement known from many programming languages. If a table is small and almost all columns of the table are used in most of the queries, then use the Row-type table. Step 2. Step 1. For anyone reading this, it is correct, however there is a workaround: compare your CASE formula with the number 1 to make the result pass (true) or fail (false) CASE = 1. Compare Business Cards best high school football teams in seattle. Always follow – HANA Development Points Use left outer joins maximum. . porn stars teenage