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Popular Programming Languages

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First of all, Happy New Year!

IEEE Spectrum published a ranking of the most popular programming languages. Computational journalist Nick Diakopoulos wrote the article. While it may surprise some, I wasn’t surprised to find SQL in the top ten.

07dataflow-1403643424680Nick weighted and combined 12 metrics from 10 sources (including IEEE Xplore, Google, and GitHub) to rank the most popular programming languages.

  • Compiled programming languages (Java [#1], C [#2], C++ [#3], C# [#4], Objective-C [#16])
  • Interpreted programming languages (Python [#5], JavaScript [#6], PHP [#7], Ruby [#8], Perl [#11], HTML [#12])
  • Data languages (SQL [#9], MATLAB [#10], R [#13])

I couldn’t resist including Objective-C because it shows how the iPhone, iPad, and Mac OS impact our daily lives. At the same time, Assembly [#15] is actually more popular than Objective-C. Shell [#17] follows Objective-C. While the Visual Basic [#14] programming language still remains very popular.

There are many “why” questions raised by this list of popular programming languages. The “why” from my perspective deals with what are the market drivers for their popularity. The money drivers I see are as follows:

Business Intelligence (BI) software manages most high-level data analysis tools and they’ll continue to get better over time. However, if SQL has shown us anything over 30 years it’s that ultimately we revert to it to solve problems. The conclusion from the reality of BI probably means the programming languages that develop those tools will continue to rise and so will the underlying data languages.

It’s also interesting to note that nine out of ten of the popular programming languages work with databases, like Oracle, MySQL, PostgreSQL, or SQL Server. While JavaScript doesn’t access the database typically, it’s JSON (JavaScript Object Notation) is supported in all the databases.

Written by maclochlainn

January 1st, 2015 at 9:46 pm

Why Stored Programs?

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Why should you use stored programs? Great question, here’s my little insight into a situation that I heard about in a large organization.

A very large organization is having a technology argument. In someway, like politics, half-truth drives this type of discussion. This company has hundreds of databases and they’re about half SQL Server and Oracle. The argument (half-truth) states that using T-SQL or PL/SQL yields “spaghetti” code!

It seems like an old argument from my perspective. After all, I’ve been working with T-SQL and PL/SQL for a long time. Spaghetti code exists in every language when unskilled programmers solve problems but the point here is one of software architecture, and an attempt to malign stored programming in general. Let’s examine the merit of the argument against stored programs.

First of all, the argument against stored programs is simply not true. SQL DML statements, like the INSERT, UPDATE, and DELETE statements should maintain ACID compliant interactions with a single table in a database. Unfortunately, the same statements create anomalies (errors) in a poorly designed database.

Stored programs provide the ability to perform ACID compliant interactions across a series of tables in a database. They may also hide database design errors and protect the data from corruption. The same can’t be said for Java or C# developers. Java and C# developers frequently fail to see database design errors or they overlook them as inconsequential. This type of behavior results in corrupt data.

It typically raises cost, errors, and overall application complexity when key logic migrates outside the database. If you’re asking why, that’s great. Here are my thoughts on why:

  1. Making a Java or C# programmer responsible for managing the transaction scope across multiple tables in a database is not trivial. It requires a Java programmer that truly has mastered SQL. As a rule, it means a programmer writes many more lines of logic in their code because they don’t understand how to use SQL. It often eliminates joins from being performed in the database where they would considerably outperform external language operations.
  2. Identifying bottlenecks and poor usage of data becomes much more complex for DBAs because small queries that avoid joins don’t appear problematic inside the database. DBAs don’t look at the execution or scope of transactions running outside of the database and you generally are left with anecdotal customer complaints about the inefficiency of the application. Therefore, you have diminished accountability.
  3. Developing a library of stored procedures (and functions) ensures the integrity of transaction management. It also provides a series of published interfaces to developers writing the application logic. The published interface provides a modular interface, and lets developers focus on delivering quality applications without worrying about the database design. It lowers costs and increases quality by focusing developers on their strengths rather than trying to make them generalists. That having been said, it should never mask a poorly designed database!
  4. Service level agreements are critical metrics in any organization because they compel efficiency. If you mix the logic of the database and the application layer together, you can’t hold the development team responsible for the interface or batch processing metrics because they’ll always “blame” the database. Likewise, you can’t hold the database team responsible for performance when their metrics will only show trivial DML statement processing. Moreover, the DBA team will always show you that it’s not their fault because they’ve got metrics!
  5. Removing transaction controls from the database server generally means you increase the analysis and design costs. That’s because few developers have deep understanding of a non-database programming language and the database. Likewise, input from DBAs is marginalized because the solution that makes sense is disallowed by design fiat. Systems designed in this type of disparate way often evolve into extremely awkward application models.

Interestingly, the effective use of T-SQL or PL/SQL often identifies, isolates, and manages issues in poorly designed database models. That’s because they focus on the integrity of transactions across tables and leverage native database features. They also act like CSS files, effectively avoiding the use of inline style or embedded SQL and transaction control statements.

Let’s face this fact; any person who writes something like “spaghetti” code in the original context is poorly informed. They’re typically trying to sidestep blame for an existing bad application design or drive a change of platform without cost justification.

My take on this argument is two fold. Technologists in the organization may want to dump what they have and play with something else; or business and IT management may want to sidestep the wrath of angry users by blaming their failure on technology instead of how they didn’t design, manage, or deliver it.

Oh, wait … isn’t that last paragraph the reason for the existence of pre-package software? ;-) Don’t hesitate to chime in, after all it’s just my off-the-cuff opinion.

Written by maclochlainn

October 6th, 2012 at 3:48 pm

Bioinformatics Conference

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This week I attended the first ACM conference on Bioinformatics and Computational Biology in Niagara Falls, NY. The next conference is in Rome next January. It was interesting to note who’s using what technology in their research.

Here’s a breakdown:

  • Databases: MySQL is the de facto winner for research. Oracle for clinical systems, mostly Oracle 10g implementations. That means moving data between the two is a critical skill. Specifically, exporting data from Oracle and importing it into MySQL. Oracle was criticized for being a DBA-preserve and unfriendly to development. When I probed this trend, it seemed to point to DBAs over managing sandbox instances at companies with site licenses. Microsoft SQL Server didn’t find a lot of popularity in the research community.
  • Programming Skills: C#, C++, Objective-C and PHP were high on the list. C# to import data into Microsoft SharePoint and develop Windows SmartPhones. C++ to extend MySQL. Objective-C to develop iPhone and iPad applications. PHP to build applications to manage studies and facilitate input, but there were a couple using Perl (not many).
  • Collaboration Tools: Microsoft SharePoint won handily. It’s made a home in the clinical and research communities.

Overall, they want programmers who understand biology and chemistry. They’d like knowledge through Medical Microbiology and Introductory Biochemistry, and they want strong math and statistical knowledge in their programming staff. They like Scrum development frameworks. They seem to emphasize a chief engineering team, which means the developers get maximum face-time with the domain experts. The developers also have to speak and walk the talk of science to be very successful.

As to Niagara Falls, I’m glad that I took my passport. The Canadian side is where I spent most of my extra time and money. It has the best views of the falls, the best food, and ambiance. Goat Island and the Cave of the Winds are the only two features I really liked on the U.S. side of Niagara Falls. The U.S. side is dreary unless you like gambling in the Seneca Niagara Casino & Hotel. Since I’m originally from Nevada, I never entered it to check it out. Technically, when you step on the casino property you enter the Seneca Nation of New York. The New York state government in Albany really needs to address the imbalance or they’ll continue to see Canada score the preponderance of tourist dollars.

Written by maclochlainn

August 6th, 2010 at 11:31 pm

Posted in C,MySQL,Objective-C,Oracle,PHP

Tagged with ,

External C Procedure

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Somebody wanted to know how to write an external procedure in C. I entered the reply as a comment and then thought it would be better as a blog post. Here are the instructions for deploying and calling an external procedure.

The quick list of things to do, summarized from Chapter 13 on External Procedures from my Oracle Database 11g PL/SQL Programming book are:

1. Configure your tnsnames.ora file with a callout listener, which is required because the IPC/TCP layers must be separated. That means your LISTENER should only support the TCP protocol, which means you’ll remove the IPC line from your listener.ora file. If you fail to take this step, you’ll encounter the following error:

ORA-28595: Extproc agent: Invalid DLL Path

Your callout listener has two parts, the CALLOUT_LISTENER and the SID_LIST_CALLOUT_LISTENER listener. Your listener.ora file should look like this:

                   (KEY = extproc)
    (SID_DESC =
      (SID_NAME = PLSExtProc)
      (ORACLE_HOME = <oracle_home_directory>)
      (PROGRAM = extproc)
      (ENV = "EXTPROC_DLLS=ONLY:/<customlib>/,LD_LIBRARY_PATH=/lib")

2. You also need to have a tnsnames.ora file with an instance TNS alias and EXTPROC alias, like:

               (HOST = <host_name>.<domain_name>)
               (PORT = 1521)
      (SERVICE_NAME = <database_sid>)
                 (KEY = EXTPROC)
      (SID = PLSExtProc)

3. Create a shared library, like this:

#include <stdio.h>
void writestr(char *path, char *message) {
  FILE *file_name;
  file_name = fopen(path,"w");
  fclose(file_name); }

4. In Linux, compile the shared library from Step #1 with the following syntax:

gcc -shared -o writestr1.c

If you encounter an error like this:

/usr/bin/ld: /tmp/ccTIWHVA.o: relocation R_X86_64_32 against `.rodata' can not be used when making a shared object; recompile with -fPIC
/tmp/ccTIWHVA.o: could not read symbols: Bad value
collect2: ld returned 1 exit status

Then, use this alternative syntax:

gcc -shared -fPIC -o writestr.c

5. Create a library. Granting CREATE LIBRARY is a potentially large security risk, and a DBA should put all external procedure libraries in a single schema with additional monitoring protocols.

CREATE [OR REPLACE] LIBRARY library_write_string AS | IS '/<customlib>/

6. Write a wrapper to the library.

LIBRARY library_write_string
NAME "writestr"

7. Call the wrapper procedure with valid values:

  write_string('/tmp/file.txt','Hello World!');

Hope this helps some folks.

Written by maclochlainn

April 20th, 2009 at 6:50 pm

Posted in C,Oracle