In automated production (or business operations) environments, we often run SAS job flows in batch mode and on schedule. SAS job flow is a collection of several inter-dependent SAS programs executed as a single process. In my earlier posts, Running SAS programs in batch under Unix/Linux and Let SAS write
Recently, I worked on a cybersecurity project that entailed processing a staggering number of raw text files about web traffic. Millions of rows had to be read and parsed to extract variable values. The problem was complicated by the varying records composition. Each external raw file was a collection of
My New Year's resolution: “Unclutter your life” and I hope this post will help you do the same. Here I share with you a data preparation approach and SAS coding technique that will significantly simplify, unclutter and streamline your SAS programming life by using data templates. Dictionary.com defines template as
SAS batch jobs can generate many log files that accumulate over time. In this post, we present a SAS program that cleans up old log files on your system.
It is imperative for developers, whether hardware or software engineers, to foresee unintended (probable or improbable) system usages and implement features that will make their creations foolproof, that is protected from misuse. Learn more about developing foolproof solutions with this old Russian anecdote.
The European Union’s General Data Protection Regulation (GDPR) taking effect on 25 May 2018 pertains not only to organizations located within the EU; it applies to all companies processing and holding the personal data of data subjects residing in the European Union, regardless of the company’s location. Here are four selected SAS tools for GDPR that allow you to protect personal data in SAS reports by suppressing counts in small demographic group reports.
If Necessity is the mother of Invention, then, perhaps, the father of Automation is Laziness. Automation is all about convenience, comfort, and productivity. Why do it yourself if you can devise something to do it for you! In my previous post Running SAS programs in batch under Unix/Linux, we learned
While SAS program development is usually done in an interactive SAS environment (SAS Enterprise Guide, SAS Display Manager, SAS Studio, etc.), when it comes to running SAS programs in a production or operations environment, it is routinely done in batch mode. Why run SAS programs in batch mode? First and
The purpose of this blog post is to demonstrate a SAS coding technique that allows for calculations with multiple variables and multiple observations across a SAS dataset. This technique can be useful for working with time series, clinical trials, - in any data step calculations involving values from different observations.
“The difference between style and fashion is quality.” -Giorgio Armani With an out-of-the-box SAS Enterprise Guide (EG) installation, when you build a report in SAS EG it is displayed in a nice-looking default style. If you like it, you can keep it, and continue reading. If you don’t quite
Whether you are a SAS code creator, a blogger, a technical writer, an editor-in-chief, an executive, a secretary, a developer or programmer in any programming language or simply someone who uses computer or hand-held device for writing, you need to read this blog post – your life is about to
In my prior posts (Data-driven SAS macro loops, Modifying variable attributes in all datasets of a SAS library, Automating the loading of multiple database tables into SAS tables), I presented various data-driven applications using SAS macro loops. However, macro loops are not the only tools available in SAS for developing
The ancient political maxim “divide and conquer” (Lat. “dīvide et īmpera”) has been used for millennia in politics, sociology, and psychology, mainly to manipulate people. In the last two centuries, however, this principle has also been adopted by computer science. It is widely used in computer programming, primarily in computer
When developing SAS applications, you can feed database tables into your application by using the libname access engine either by directly referring a database table, or via SAS or database views that themselves refer to one or more of the database tables. However, such on-the-fly data access may not be
Even if you are a traditional SAS programmer and have nothing to do with cybersecurity, you still probably have to deal with this issue in your day-to-day work. The world has changed, and what you do as a SAS programmer is not just between you and your computer anymore. However,
The full text of Fermat's statement, written in Latin, reads "Cubum autem in duos cubos, aut quadrato-quadratum in duos quadrato-quadratos, et generaliter nullam in infinitum ultra quadratum potestatem in duos eiusdem nominis fas est dividere cuius rei demonstrationem mirabilem sane detexi. Hanc marginis exiguitas non caperet." The English translation is:
There is a well-known Russian saying that goes “Если нельзя, но очень хочется, то можно.” The English translation of it can span anywhere from “If you can’t, but want it badly, then you can” to “If you shouldn’t, but want it badly, then you should” to “If you may not,
Small matters matter. Imagine saving (or spending wisely) just 1 second of your time every hour. One measly second! During your lifespan you would save or spend wisely (1 sec-an-hour * 24 hours-a-day * 365 days-a-year * 100 years) / (3600 seconds-an-hour * 24 hours-a-day) = 10 days, a whole
Imagine making $50K a day out of thin air. Did you know that NASDAQ routinely processes around 10,000,000 trades a day? What if instead of rounding cents for each transaction, market makers truncated fractions of cents in the amount they owe you? Under the assumption that each transaction, on average,
Using the DATASETS procedure, we can easily modify SAS variable attributes such as name, format, informat and label: proc datasets library=libref; modify table_name; format var_name date9.; informat var_name mmddyy10.; label var_name = 'New label'; rename var_name = var_new_name; run; quit; We cannot, however, modify fixed variable attributes such as variable
Being a SAS consultant is about solving problems. In our day-to-day work we solve myriads of all sorts of problems – technical problems, data problems, programming problems, optimization problems – you name it. And in the grand scheme of things we solve business problems. But without a well-defined business problem,
Have you ever used SAS to produce reports for publishing? Have you ever thought of or been told about suppressing data in such reports? Why do we need to suppress (in the sense of withholding, concealing, obscuring or hiding) data in published reports? The reason is simple - in order
In my previous post, Introducing data-driven loops, I suggested a way of implementing programming loops with a list of index variables pulled from an external data table. These ordinary programming loops iterate during code execution while processing some data elements of an input data table. SAS macro loops, on the
Programming loops are a staple of any computer programming language. In essence, loops are what make programming languages so powerful. In all programming loops, a group of statements is executed repeatedly based on the value of an index variable that changes from one iteration to another. The iterations are continued
If you are a SAS Administrator who is tasked with managing SAS users including adding and removing SAS users in the SAS Management Console, assigning (or re-assigning) them to Groups and Roles, maintaining their General information and user Accounts, then you know that when number of users grow, at some
It is easy to claim a spot on Google Map when you know geographical coordinates of that location such as latitude and longitude. In my prior posts on the topic of using Google Maps with SAS, knowing the latitudes and longitudes of location was a requirement. However, what if your
In my previous post SAS ODS destination - Google maps I showed how to incorporate SAS ODS output into Google maps using Google Map’s InfoWindow – that ubiquitous bubble window that opens up on a Google map, that can be used to display all sorts of different information (see also
You are all familiar with the traditional SAS Output Delivery System (ODS) destinations such as LISTING, HTML, PDF, or POWERPOINT that use “destination” in a sense of type of the output file. However, in this blog post, I am going to use term “destination” in even more traditional sense –
The Earth is flat. At least as far as Google maps are concerned. Don’t just take my word for it though. Bring up a Google map onto your computer screen and make sure of this with your own eyes. Now, when you got comfortable with that revolutionary concept, here’s another