convert character to numeric in sas enterprise guide

You call the macro with the name of the original SAS data set that contains one or more variables you want to convert, the name of the SAS data set for the converted variables, and a list of character variables that need converting. And I want to change it to look this way in sas enterprise miner. Converting Character Dates and Times to SAS Date and Time Values You can use the above procedure to convert character dates and times to SAS date and time values. You will perform these tasks: To create the sample data, you can select File New Code and submit the DATA step code shown below in the SAS Enterprise Guide code node. Are there conventions to indicate a new item in a list? How to Remove Duplicates in SAS It is recommended that you name the file CtoN.sas. Is the case of the values really inconsistent? non-numeric data, an invalid argument note will be written to the log. saved as a SAS character variable. The CtoN macro always attempts to check for a later version of itself unless the nonewcheckoption is specified. I guess this macro will fail if input variables are comma or dollars formatted. SAS Analytics 15.3. Right-click on the link below and select Save to save the CtoN macro definition to a file. This note can be END) FORMAT=$CHAR2. I do not really know how to go about it. RV coach and starter batteries connect negative to chassis; how does energy from either batteries' + terminal know which battery to flow back to? We can use proc contents once again to check the data type of each variable in the new dataset: We can see that the new variable we created, numeric_day, is a numeric variable. Convert ALL char variables into numeric variables in SAS Data set, How to convert numeric to character variable in SAS, SUBSTR in SAS (Ultimate Guide with Examples). Steps to convert the SAS numeric to character inputs: 1. Notice that the values 1, 2, 3 are assigned to the original values in sorted order, which is the default. They remain in the dataset, however you would need to change them to numbers if you wanted to run simple summary statistics on them. 1. variable containing the same data, although with a different type. Required fields are marked *. How can I recognize one? The formatted value is then stored as a character string. The next macro call shows the effects of the noreplace and noformat options. especially when your data contain decimal points. You have to get the right length for your data. document.getElementById( "ak_js_1" ).setAttribute( "value", ( new Date() ).getTime() ); Statology is a site that makes learning statistics easy by explaining topics in simple and straightforward ways. The same applies to the variables. Hi SAS community, As the title suggests, I'm looking for a way to convert character variables to numeric, however I have 167 variables, and only certain columns need to be changed. But I think it is better to learn to walk before you run. convert a character date variable into a numeric SAS date variable. The following tutorials explain how to perform other common tasks in SAS: How to Rename Variables in SAS Formats and Informats . What's New. PS. In this call to the macro, only the Sex variable is replaced. Creating a variable with the same name as the original but with a different Find centralized, trusted content and collaborate around the technologies you use most. While on the faculty, he authored or co-authored over a hundred papers in scientific journals. new variable of the desired type. The case of the values are consistent. Base SAS Procedures. SAS Language, Reference, v6 ed. but with a different type. This is due to the fact that you can not control the length of the converted string. Care needs to be taken when specifying the informat used with the input function, HOWEVER, if you export the .T and .N values while they are still stored in your dataset as a character formatted column, then they WILL appear if you export that dataset to the Excel. If a character variable in the data= data set contains long values, warnings might be issued concerning unbalanced quotation marks. SAS Viya Programming. Base SAS Procedures. You can use the put() function in SAS to convert a numeric variable to a character variable. Introduction to Statistics is our premier online video course that teaches you all of the topics covered in introductory statistics. where we are instructing SAS to compare the value of a character variable to a numeric Statology Study is the ultimate online statistics study guide that helps you study and practice all of the core concepts taught in any elementary statistics course and makes your life so much easier as a student. apply a date format to the new SAS date variable. SAS Analytics 15.3. what a waste of time." ; * variable given a format that is used when value is output (PROC rendered or PUT); put mydate=; * the LOG will show JUN18 . code for efficiently converting the type of a large number of variables from in the log. numeric, separated by spaces*/, /*Count the number of variables in the list */, /*Rename each variable name to C_ variable name */, Cody's Collection of Popular Programming Tasks, The distribution of the difference between two beta random variables. How many of you have been given a SAS data set with variables such as Age, Height, and Weight and some or all of them were stored as character values instead of numeric? AS new_myVals. 4. data July 28; 5. input inp1 inp2; 6. datalines; 7. We always assume that everyone employs macros to work with SAS datasets. You can use the input() function in SAS to convert a character variable to a numeric variable. Numeric data are sometimes imported into variables of type character and it may be Let's make an example dataset with a character variable. First run a simple select query on the dataset, and create a computed column that will recode the T and N values to .T and .N, The code for this will look like this: (CASE Via a Libname using the XLSX engine if you have SAS/Access on your machine. How to Download and Install SAS Software (SAS Studio) for free? 2. https://odamid-apse1-2.oda.sas.com/SASStudio/main?locale=en_US&zone=GMT%252B05%253A30&ticket=ST-162721-Hkde3R0cntqPLQdNlEKr-cas 3. Asking for help, clarification, or responding to other answers. Torsion-free virtually free-by-cyclic groups, Applications of super-mathematics to non-super mathematics. We can use the following code to create a new dataset in which we convert the, /*create new dataset where 'day' is character*/, /*display data type for each variable in new dataset*/. Data Access. The following examples show how you can use this function in the SAS code. If you need to keep them different then leave them as character strings. this. 3 Dead simple ways to delete datasets in SAS, How to Convert Numeric to Character Variable in SAS, How to Convert ALL Character Variables into Numeric Variables in SAS Data set, SAS: How to Convert Character Date to Numeric Date in SAS, SAS: How to Use Datalines Statement (Cards/Lines) to Create a SAS Data set, PROC SQL: How to ALTER table and UPDATE columns in SAS Data Set, 5 Ways to Create New Variables in SAS [Easy & Quick Methods], How to Save SAS Log File (PROC PRINTTO procedure) - Learn SAS Code, Getting Started with: SAS Studio Overview, SAS Studio Release Dates - History (associated with SAS9 & SAS Viya) - Learn SAS Code. Consider the following example (which is known as an implicit type conversion, and causes the following note in the log: Using implicit type conversions is poor programming practice and should be avoided You can print the data set to see your new variable pay_chk with the numeric values. Making statements based on opinion; back them up with references or personal experience. Note that it is not possible to You could also write a data step to convert things. This function uses the following basic syntax: The following example shows how to use this function in practice. We can use the proc contents to see the data type of all the variables present in the employee dataset. 0. how to update a table when the where clause's value has more than 32 characters in module of proc SQL of SAS enterprise guide. will result in the creation of a new variable, numvar, which will be of type numeric. Notice that the missing value in the original character variable is also missing in the new numeric variable. data _null_; mydate = '18JUN2018'D; * variable is numeric and contains a SAS date value; format mydate monyy. Why did the Soviets not shoot down US spy satellites during the Cold War? I am trying to run descriptive statistics on age, gender, and race. All variables are again retained by the noreplace option and formatting is prevented by the noformat option so that a simple PROC PRINT shows the change in ordering as compared to the default (order=internal). Since then, he has published over a dozen books on SAS programming and statistical analysis using SAS. In the Specify Arguments to a Function window, specify an appropriate date, time, or datetime informat for INFORM. 556-7 (INPUT function) The multiple sources have multiple types of source data and to combine together or perform data management operations you have to convert char to integer or integer to char in SAS. Suppose we have the following dataset in SAS that shows the total sales made by some store during 10 consecutive days: We can use proc contents to view the data type of each variable in the dataset: We can see that day is a character variable and sales is a numeric variable. original, although with a different type. Example: DATA Reconfigured_Data (RENAME=(Numeric_Var=Old_Var)); SET Incorrect_Type_Data; Numeric_Var = INPUT(Old_Var, 8. What does a search warrant actually look like? We can convert the numeric codes back to string using tostring . In this video I demonstrate how to quickly convert character data types to numeric and vice versa. FROM or (to preserve the character values) use: (CASE WHEN 'T' = myVals THEN INPUT('.T',BEST2.) We can see that the new variable we created, SAS: How to Convert Numeric Variable to Character, How to Perform Logistic Regression in SAS. 542), How Intuit democratizes AI development across teams through reusability, We've added a "Necessary cookies only" option to the cookie consent popup. preferable to store this as a numeric variable with an appropriate format rather than a I was hoping to change specifically columns 32 to 134 but haven't been able to find a solution online. On multiple occasions you do need to perform the data value conversion especially when youre reading data from different sources. rev2023.3.1.43269. RUN; SAS Reference ==> Functions ==> Special ==> INPUT, Microsoft Windows Server 2003 Datacenter Edition, Microsoft Windows Server 2003 Enterprise Edition, Microsoft Windows Server 2003 Standard Edition. Also not that running summary statistics on this column will not give results for .T and .N values. course, possible to use the following code. As in the example above, printing the data set using the formats that are assigned by default looks the same as printing the original data set. The end result is a SAS date that looks the same as the original variable, but can be analysed and manipulated by the date functions: Assume you have the following employee dataset in SAS where employeeID, name , and DOB are character variables and Salary is a numeric variable. Note that it is not possible to directly change the type of a variable. Get started with our course today. All variable names and associated format names can be seen by running PROC CONTENTS. Probably EVERYONE! *Not affiliated or endorsed by the SAS Institute Inc. in any way. By specifying order=data, the numeric values 1, 2, and 3 replace the character values in the order found in the data set. the variable) under SAS/Windows is 3, so variables containing less than 3 digits can be First off, let me make one thing clear. Convert DOB character variable into numeric variable with date9. Names must be separated by blanks. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. What would happen if an airplane climbed beyond its preset cruise altitude that the pilot set in the pressurization system? You need to give a new name to your numeric variable. The second argument is the appropriate format and width. type Convert character Date variable to SAS numeric Date. I imported my own data set from excel from qualtrics and I am getting a bunch of error messages. Navigate to the below URL. I noticed that when I click on my data set sas7bdat format, I noticed there is character instead of numeric like the other data sets. Making statements based on opinion; back them up with references or personal experience. Convert employeeID character variable to numeric variable. ); The following example shows how to use this function in practice. With the multiple examples Im going to address all the possible combinations where you may need to convert values or sas variables from character to numeric. On the Select Data tab in the Query Builder, select the new date variable, and then click ( Properties) to the right. SAS 9.4 and SAS Viya 3.5 Programming Documentation. Let's convert it into SAS DATE date9. B PUT () converts numeric variable to a character variable with numeric value. Suspicious referee report, are "suggested citations" from a paper mill? [As an aside, I cannot locate any reference to a BESTw.d informat in the SAS documentation Format. ); RUN; The trick here is that 8. Printing data set Ex1_N looks identical to the original data set, Ex1, because of the formatting. SAS code for converting the type character to numeric [click here to download]. Hi Jim, I am adding the excel file through libname. And make sure your other editor is registered in Windows as the default "Open with" action for SAS programs. We can use proc contents once again to check the data type of each variable in the new dataset: We can see that the new variable we created, char_day, is a character variable. data want ; set have; num = input (str,F8. 542), How Intuit democratizes AI development across teams through reusability, We've added a "Necessary cookies only" option to the cookie consent popup. format. If you are converting SAS dates, be aware that a SAS date value is a number equal to the number of days since January 1, 1960. Did the residents of Aneyoshi survive the 2011 tsunami thanks to the warnings of a stone marker? Welcome to SAS Programming Documentation for SAS 9.4 and SAS Viya 3.5. Launching the CI/CD and R Collectives and community editing features for SAS - Convert numeric values to character including dates, How to convert date in SAS to YYYYMMDD number format, Convert character variable in unknown date/datetime format to numeric date, Converting sas numeric variable type in dataset to character type, SAS / Using an array to convert multiple character variables to numeric, Convert variable types from character to numeric with uncertain length in SAS. SAS 9.4 and SAS Viya 3.5 Programming Documentation. Mar 9, 2019. The second argument is the appropriate informat and width. convert a numeric value to a character string, adding leading zeros to the value (leading zeros are not retained in a numeric value). However if you have your dataset already imported into SAS then you there are two steps you need to take. Suppose we have the following dataset in SAS that shows the total sales made by some store during 10 consecutive days: We can use proc contents to view the data type of each variable in the dataset: We can see that day and sales are both numeric variables. You can use the input () function in SAS to convert a character variable to a numeric variable. Paste the below code as an example to create the numeric dataset. By renaming and The first call of the macro detects all character variables in the data= data set, and creates an output data set named Ex1_N in which the one character variable found, a, is replaced with a numeric variable, also called a, that is formatted using the character values in the original variable. The INPUT statement is also more efficient than the implicit conversion method with I tried generating the code you sent and I am getting ERROR: FILE WORK.INCORRECT_TYPE_DATA.DATA does not exist. representing a date (e.g. Last updated on This example shows how to explicitly convert character data values to numeric values. preferable method is to use the INPUT function. How to Normalize Data in SAS, Your email address will not be published. How to Download and Install SAS Software for free? The INPUT function explicitly converts the rate variable to a numeric and rate has a length of 2, the numeric informat 2. is used to read the values of the variable. Published with Wowchemy the free, open source website builder that empowers creators. You should see the new variables in the resulting data set. Learn more about us. as num format=z8. Informat. When and how was it discovered that Jupiter and Saturn are made out of gas? For the date values in the sample data set, you need to use the MMDDYYw. If you want your numbers to print with leading zeros then attach the Z format to the variable. This function uses the following simple syntax: If you have a simple string of digits (numbers only) then you can use informat 8. 584-5 (PUT function) You call the macro with the name of the original SAS data set that contains one or more variables you want to convert, the name of the SAS data set for the converted variables, and a list of character variables that need converting. He is presently a contract instructor for SAS Institute and continues to write books on SAS and statistical topics. A format is a layout specification for how a variable should be printed or displayed. Related: How to Convert Numeric Variable to Character in SAS. It makes it impossible to do calculations based on these values. Biostatistician working with register-based cancer epidemiology. The CtoN macro creates numeric variables from the specified (or all) character variables in a data set and optionally assigns formats labeling the new numeric values with the original character values. Any formats associated with the original character variables are not used in the out= data set. If you have leading zeros in the data then above code where we have used informat 8. []convert numeric date into DATE in SAS Enterprise Guide Shirley 2015-06-25 21:22:45 1363 2 date / sas / enterprise WHEN 'T' =myVals THEN '.T' For a nominal variable, such as gender, it is 148-154. You generally need to fix the data before running the Proc. SAS Program Structure (DATA step, PROC step, & Output step) - Learn SAS Code. The following code starts with a character string 15MAR2025, creates a SAS date, and then formats it with the DATE9. It is only possible to write the variable to a new rev2023.3.1.43269. (some would say at all costs). Ron has presented numerous papers at SAS Global forums, regional conferences, as well as local user groups. Please provide enough code so others can better understand or reproduce the problem. The quickest way to convert the data (ignoring the T and N values) is to simply change the select statement for the data to have the myVals field processed with the INPUT function like so: SELECT INPUT (myVals,BEST2.) numeric variable. I don't understand the question. When not replacing the original character variables (via options=noreplace), the new numeric variables add the specified prefix and/or suffix to the original variable names. This and other temporary data sets are deleted after the out= data set isproduced. stored using less space as character variables (where the minimum length is 1). The noformat option prevents the assignment of a format to the numeric variable as can be seen in the PROC PRINT results. The following tutorials explain how to perform other common tasks in SAS: How to Rename Variables in SAS or (to preserve the character values) use: (CASE WHEN 'T' = myVals THEN INPUT ('.T',BEST2.) A macro from SAS Institute for converting all variables in a SAS data set from type Right after the macro listing, I'll show you an example: Here is a listing of the macro: Does Cosmic Background radiation transmit heat? You should see the newly formatted values in the resulting data set. Yes, I just used that as an illustrative name. You should never ever store a date as a character variable! 1/10/2006 123 The following parameters are optional: var=list Specifies a list of the names of the character variables to convert. I do not really know how to go about it. Introduction to Statistics is our premier online video course that teaches you all of the topics covered in introductory statistics. To learn more, see our tips on writing great answers. Am I being scammed after paying almost $10,000 to a tree company not being able to withdraw my profit without paying a fee. 990719) to a SAS date variable (see the example here). By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. To display the value as a recognizable date, you must apply a date format to the variable. Was Galileo expecting to see so many stars? It might be easier to just re-import the data though. What factors changed the Ukrainians' belief in the possibility of a full-scale invasion between Dec 2021 and Feb 2022? How are you bringing in the Excel data? ); format num z8. If so, try the TRANSLATE() function. You have to substitute the real names for the names I used. need to consider leading and trailing blanks when making comparisons. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Deploy software automatically at the click of a button on the Microsoft Azure Marketplace. Launching the CI/CD and R Collectives and community editing features for SAS Enterprise: Compute column by comparing values, SAS Enterprise Miner split Dataset by binary variable, woocommerce 2.2.10 conditional attributes, SAS Enterprise Guide, different treatments for missing variables, Store result of numeric expression in SAS macro variable, SAS Enterprise Miner: Extract predicted values Decision Trees. This function uses the following basic syntax: The following example shows how to use this function in practice. You could also write a data step to convert things. This sample will illustrate how to convert variable types by using the Advanced Expression Builder. Data Access. can be downloaded here): When reading data using the w.d informat where a value for d is specified, SAS will This statement makes the CtoN macro available in your current SAS session. Right after the macro listing, I'll show you an example: As an example, the code below creates a SAS data set (Contains_Chars) followed by a call to the macro: The new data set Corrected has the same variable names as the character variables in the Contains_Chars data set except they are now all numeric variables. Macro always attempts to check for a later version of itself unless the is... Date, time, or datetime informat for INFORM DOB character variable to a variable! Input variables are comma or dollars formatted want ; set have ; num = input ( Old_Var 8! Between Dec 2021 and Feb 2022, creates a SAS date variable ( see example. Inp2 ; 6. datalines ; 7 inputs: 1 sample data set, you need to consider and! Less space as character strings automatically at the click of a format is a layout for. % 253A30 & amp ; zone=GMT % 252B05 % 253A30 & amp ; ticket=ST-162721-Hkde3R0cntqPLQdNlEKr-cas 3 before you run quotation! To go about it second argument is the default the input (,... Values in the possibility of a button on the link below and select to! Site design / logo 2023 Stack Exchange Inc ; user contributions licensed CC! The values 1, 2, 3 are assigned to the macro, only the variable... ; the following basic syntax: the following basic syntax: the following basic syntax: the following example how! Sas Software for free data then above code where we have used informat 8 video course that you. Try the TRANSLATE ( ) function informat for INFORM names can be seen in the resulting data.... Url into your RSS reader for INFORM will result in the SAS code for efficiently the! To SAS programming documentation for SAS 9.4 and SAS Viya 3.5 also not that running summary statistics on,... Between Dec 2021 and Feb convert character to numeric in sas enterprise guide space as character variables are not used the! Illustrative name new variables in SAS to convert things Rename variables in the resulting data,! You do need to take with leading zeros in the resulting data set ( str, F8 informat... It to look this way in SAS to convert, open source website builder that creators! Used in the original character variable to a function window, Specify an appropriate date, and.. Then you there are two steps you need to use this function uses the following example shows to. Forums, regional conferences, as well as local user groups associated with the original data set you! Changed the Ukrainians ' belief in the PROC length of the character variables comma..., you need to take for INFORM following examples show how you can use function... Name the file CtoN.sas a paper mill using less space as character.. Or responding to other answers you should see the new numeric variable creation of a format a. Can convert the SAS Institute Inc. in any way PROC contents might be issued concerning quotation. Continues to write books on SAS and statistical analysis using SAS is our premier online video that... Be of type character and it may be Let 's make an example dataset with a character variable is.! ; 5. input inp1 inp2 ; 6. datalines ; 7, try the TRANSLATE ). Possible to you could also write a data step to convert the SAS code for converting the character! String 15MAR2025, creates a SAS date, and race is only to! Of error messages email address will not be published containing the same data, although with a string. Empowers creators you name the file CtoN.sas always convert character to numeric in sas enterprise guide that everyone employs to... # x27 ; s convert it into SAS then you there are two steps you need to keep them then... From excel from qualtrics and I am trying to run descriptive statistics on age, gender, and.... Next macro call shows the effects of the converted string data before the., PROC step, & Output step ) - learn SAS code convert character to numeric in sas enterprise guide assignment of a button the! Presently a contract instructor for SAS Institute and continues to write books on convert character to numeric in sas enterprise guide programming documentation for SAS 9.4 SAS... Character strings has published over a hundred papers in scientific convert character to numeric in sas enterprise guide FORMAT= $.. Referee report, are `` suggested citations '' from a paper mill a data step, PROC step &., which is the default be issued concerning unbalanced quotation marks the link below and select to! Own data set isproduced updated on this example shows how to use this function uses the following example shows to... Be printed or displayed fix the data before running the PROC might be issued unbalanced... Converted string I do not really know how to Download and Install SAS Software for free Specifies! Conferences, as well as local user groups step to convert a character variable to a BESTw.d in... Back them up with references or personal experience want to change it to look this way in:! We always assume that everyone employs macros to work with SAS datasets result in the SAS code for converting type! And width scammed after paying almost $ 10,000 to a function window, Specify an appropriate date,,... Variables from in the PROC print results the Sex variable is replaced second argument is appropriate... Type character to numeric and vice versa SAS date variable Ex1, because of the topics in. The trick here is that 8 to Download and Install SAS Software for free this is due the! The Microsoft Azure Marketplace books on SAS programming and statistical convert character to numeric in sas enterprise guide for your.! Presently a contract instructor for SAS 9.4 and SAS Viya 3.5 will illustrate how to Download and Install Software! Values, warnings might be issued concerning unbalanced quotation marks quotation marks call shows effects! Format is a layout specification for how a variable company not being able withdraw! Invalid argument note will be written to the log impossible to do based. That convert character to numeric in sas enterprise guide an illustrative name from in the resulting data set SAS programming and topics. At the click of a new item in a list of convert character to numeric in sas enterprise guide converted string value in the system. Of the noreplace and noformat options if an airplane climbed beyond its cruise. The assignment of a large number of variables from in the SAS numeric.... The link below and select Save to Save the CtoN macro definition a... Sas documentation format macro always attempts to check for a later version of itself unless the is! S convert it into SAS date, you must apply a date format to variable. Sas datasets endorsed by the SAS numeric date to numeric and vice versa SAS! Leave them as character strings in any way ; zone=GMT % 252B05 % 253A30 & ;. Let & # x27 ; s convert it into SAS then you there are two steps you need perform! Date, time, or responding to other answers however if you have leading zeros in the data= data,. Recognizable date, you must apply a date as a character variable in the employee dataset optional var=list... A dozen books on SAS and statistical analysis using SAS associated format names can be in. Is a layout specification convert character to numeric in sas enterprise guide how a variable co-authored over a hundred papers in journals... Z format to the new SAS date variable values to numeric [ click to... Here to Download and Install SAS Software ( SAS Studio ) for free SAS programming documentation for Institute. The trick here is that 8 the out= data set Ex1_N looks identical the. And noformat options have ; num = input ( Old_Var, 8 tsunami thanks to the warnings of large. Used informat 8 recognizable date, you must apply a date format to the variable paying a fee )... This column will not be published leading and trailing blanks when making comparisons online video course that you... Studio ) for free on writing great answers the following example shows how to perform other common tasks SAS! Second argument is the appropriate informat and width of error messages trailing blanks when making.... Input ( ) function in SAS to convert variable types by using the Advanced Expression.. Newly formatted values in sorted order, which will be written to variable. Link below and select Save to Save the CtoN macro always attempts to check for a later version itself... This column will not be published Institute Inc. in any way here is that 8 = (. Comma or dollars formatted a dozen books on SAS programming documentation for SAS Institute and continues to write variable. Below and select Save to Save the CtoN macro definition to a date! Definition to a character variable into a numeric SAS date variable Advanced builder... Set from excel from qualtrics and I am trying to run descriptive statistics on this column will be. Referee report, are `` suggested citations '' from a paper mill,.. If input variables are comma or dollars formatted SAS code for converting type... And I am adding the excel file through libname presently a contract instructor for SAS Institute and continues to books. Is recommended that you name the file CtoN.sas data types to numeric and versa! An example dataset with a different type variables from in the SAS Institute Inc. in any way string 15MAR2025 creates. The names of the formatting Remove Duplicates in SAS: how to go it... Numeric codes back to string using tostring never ever store a date as a variable! A new name to your numeric variable with date9 data type of a is! Any formats associated with the original character variables to convert things can be END ) FORMAT= $ CHAR2 he..., your email address will not be published large number of variables in... To run descriptive statistics on age, gender, and race % 252B05 % 253A30 & amp ; zone=GMT 252B05! Perform the data value conversion especially when youre reading data from different sources 123 the following code starts with character...

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