You will be redirected in 30 seconds or close now.

ColdFusion Authors: Yakov Fain, Jeremy Geelan, Maureen O'Gara, Nancy Y. Nee, Tad Anderson

Related Topics: ColdFusion

ColdFusion: Article

Using Querysims to Analyze Log Files

Using Querysims to Analyze Log Files

Query simulations, or querysims, are a means of simulating returned records from a database when no database exists. This article explores a method of using the <cf_querysim> tag to create an easy approach to custom log file processing.

Querysims 101
The <cf_querysim> custom tag was developed by Hal Helms as a tool to make development of Fusebox applications less linear. The idea was to disconnect the front-end CFML development from the back-end database and query development. To do this, <cf_querysim> provides a way to generate ColdFusion recordsets without querying a database. Instead, lines of text data are converted into a recordset.

As an example, let's imagine we're building a site that needs to display a list of employees. We need to retrieve each employee's first and last names, employee identification number, department, and supervisor ID number from the database. A <cfquery> to satisfy this requirement is shown in Listing 1. All the listings in this article have Fusedoc blocks at the top to document the function of the template. More information on Fusedoc can be found at www.fusebox.org or www.halhelms.com.

Listing 2 details dspEmployees.cfm, a template that produces a table based on the data returned by qryGetEmployees.cfm.

To tie the two together, we include them in a calling template, exampleOne.cfm, shown in Listing 3. This technique separates the back-end data portion of the code from the front-end display portion, another idea used extensively in Fusebox.

The end result, produced by running exampleOne.cfm, is shown in Figure 1. This is familiar territory for most Cold-Fusion developers. The twist comes when we want to develop and test the display component of this example before the database exists. This allows us to continue development regardless of whether there's a database yet.

To accomplish this goal, we need a way to make qryGetEmployees.cfm produce output just as though the database was done. This is where the querysim custom tag comes in. Listing 4 shows a version of qryGetEmployees.cfm that creates a querysim of desired data. The first line inside the <cf_querysim> tag defines the name of the recordset that will be produced, the second line specifies field names, and the remaining lines specify the data.

When we run exampleOne.cfm using the new querysim, the output looks exactly the same as it did in Figure 1. The querysim has taken away the need for the database.

Common Uses for Querysims
As shown in the previous examples, querysims were developed to allow developers to get on with the work of creating an application's front end without having a complete database on hand. This means that the project's participants can work in parallel, reducing the calendar time required to build the application. ColdFusion coders can work on their side of the application, supported by querysims to represent live data, while database developers work independently on the back end. As query files are written, using SQL, they're put in the application in place of the querysims that stand in their stead.

Querysims can be useful in other ways as well. For example, most of us have had to build a form to be used to add and edit data. When adding a record, we need a blank form. When editing a record, we need the form to populate with data from the database. One typical solution to this problem is to create conditional logic for each input on the form, populating the input with data if a record is available, otherwise leaving the input without a value.

Querysims make this task much more manageable. We start with the idea that a form is always in edit mode. The only difference between creating a new record and editing an existing record is that, in the case of creating, we're really editing a record with all blank fields. So we create a single piece of conditional logic at the top of the form that checks to see if we're editing a record. If not, we create a recordset using <cf_querysim>. This recordset has one record with all blank fields. This way, the code that displays the record's values for editing won't throw an error for a creation action - the recordset always exists, regardless of whether we're editing an existing record or creating a new one. Listing 5 shows a simple example of this technique.

Notice that there is no conditional logic inside the form in Listing 5. All the work is done by the querysim. Regardless of whether we're creating or editing a user, we always deal with a recordset, so there's no need for cluttered conditional logic.

Parallel development and form manipulation are powerful uses of querysims, but something came up that led me to explore more ways to take advantage of them.

The Problem
Now that we've had a quick tour of querysims, I'll get into the subject problem for this article. I recently had a request to create a project status page for one of my clients. The request was to provide daily status reports on the project using a Web page.

The restrictions on creating such a page were interesting, though. The client asked that it be quick, easy, cheap, and attractive. Quick means "Don't spend much of my money putting it together," easy means "Don't spend much of my money by making it time-consuming to update," cheap means "Don't spend much of my money," and attractive means "You're not allowed to shove a plain text page at me."

For a bunch of developers, this should be an easy request. After all, everyone on my team can write HTML, so it would be an easy matter to pop up a page of HTML and let everyone edit it daily to add their progress notes. We certainly could have gone this way, but this particular client has a habit of changing his mind, particularly where layout-related things are concerned. So I fully expected him to change his mind at some point about how he wanted these daily updates presented. That, combined with my ingrained Fusebox thinking that tells me to separate data from process and presentation, led me to consider something different.

The Solution: Idea One
The approach was simply to create a query file with a querysim in it to contain the daily update log. The querysim would present the log data for a display file to render for the user. With this approach, if the presentation requirements changed, we could just change the display file. In addition, we'd be able to use the same query file as input to a variety of displays, just in case things got interesting.

The query file I worked up is shown in Listing 6. I refer to this as "Idea One" as it became the foundation for more ideas in the same vein.

Listing 7 shows the display file I used to process the log, and Figure 2 shows the log displayed in a browser, again using a calling file (ideaOne.cfm) to pull together the query and display files.

Left at this point, the solution might have been fine. However, the ways of Fusebox, once learned, aren't easily ignored. Having developers editing the log data right in the querysim definition made me a little nervous. Everyone on the project knew better than to mess around with the CFML and to simply edit the data inside the <cf_querysim> tag, but on the off chance that someone would slip a finger and accidentally delete the starting bracket on the </cf_querysim> closing tag, I decided I needed to keep the data somewhere other than embedded directly in the <cf_querysim> tag. Enter Idea Two.

The Solution: Idea Two
Probably the simplest part of the solution, Idea Two represents the true power of this approach. The idea is simple: separate the data from the <cf_querysim> tag through the use of <cfinclude>. Using this idea, the qryWorkLog.cfm file became two files. The first is qryWorkLog2.cfm, which is just qryWorkLog.cfm with a small modification to remove the data and replace it with a <cfinclude> tag. The second is WorkLog.txt, which contains the data removed from qryWorkLog.cfm. These two files are shown in Listings 8 and 9.

The end result is the same output as shown in Figure 2. Nothing has really changed about the data or how it's presented. On the back end, though, we now have a standalone text file that can be edited without fear of breaking the querysim code.

Having implemented this solution, I looked at WorkLog.txt and realized it was nothing more than a simple log file, much like those generated by Web servers. That realization led me back to some discussions from various listservs and newsgroups about Web statistics packages and parsing server logs. It occurred to me that the use of querysims represented an easy way to import a server log into a CF recordset for further processing. And so we go on to The Next Idea.

The Next Idea: Server Logs to Recordsets
The records in a querysim data file are pipe-delimited. That is, each field is separated from the next by a vertical pipe (or bar) character. Most server logs simply have spaces between fields, making them problematic to parse efficiently. In order to use the querysim tag, I'd have to take one of two approaches. I could either modify the querysim tag to parse the server log, or I could modify the server log to comply with the querysim tag's requirements. Because spaces aren't particularly good delimiters to begin with, I decided on the latter approach.

Fortunately, I do most of my work on servers that run Apache, so modifying the server log was really very simple. I went into the Apache configuration file, httpd.conf, and added the following line along with the other LogFormat lines:

LogFormat "%h|%l|%u|%t|\"%r\"|%>s|%b" pipedcommon

This defines a new log format called "pipedcommon", which is identical to the common server log format except that it uses pipes instead of spaces between fields. I then modified the CustomLog directive to use this new log format:

CustomLog logs/access.log pipedcommon

A quick restart of Apache and it was ready to go. Every request to the server causes a line to be written to the access log, so I made a few page requests to add lines to a new log file, creating the file in Listing 10.

Then I took a copy of the log file over to my ColdFusion test directory, where I had a new file waiting for it. This file, qryWebLog.cfm, is shown in Listing 11. It's identical in concept to the qryWorkLog2.cfm file seen in Listing 8, but the querysim has a different name and the field headings are altered to match the format of the server's access log. In addition, I've added a <cfdump> tag to the end of the file to quickly show that the server log has indeed been processed into a recordset.

For live use I created a display file (dspWebLog.cfm) and a calling file (nextIdea.cfm), similar to the examples shown earlier, to create an attractive display of the access log's data. These files are shown in Listings 12 and 13, and the output from running nextIdea.cfm is shown in Figure 3.

As you can see, the Web log is neatly displayed in the browser window, in just the format I specified. This is the launching point for whatever sort of log analysis you might wish to perform. Particularly with ColdFusion's query-of-query capability, you could do just about any sort of analysis you might want on this recordset.

Other Applications for Querysims
As you think about querysims, of course, more and more uses for them become apparent. You can take advantage of <cf_querysim> any time you might want to convert text data into a recordset without worrying about a custom parser.

For example, you might want to create a bulk loader for text data. With <cf_querysim> loading the data into a recordset for you, loading the data into a database becomes a simple matter of looping over the recordset with a <cfquery> to insert the data. No doubt your imagination will be able to come up with its own uses for this extraordinarily useful custom tag.

More Stories By Jeff Peters

Jeff Peters works for Open Source Data Integration Software company XAware.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.

@ThingsExpo Stories
Intelligent Automation is now one of the key business imperatives for CIOs and CISOs impacting all areas of business today. In his session at 21st Cloud Expo, Brian Boeggeman, VP Alliances & Partnerships at Ayehu, will talk about how business value is created and delivered through intelligent automation to today’s enterprises. The open ecosystem platform approach toward Intelligent Automation that Ayehu delivers to the market is core to enabling the creation of the self-driving enterprise.
Internet-of-Things discussions can end up either going down the consumer gadget rabbit hole or focused on the sort of data logging that industrial manufacturers have been doing forever. However, in fact, companies today are already using IoT data both to optimize their operational technology and to improve the experience of customer interactions in novel ways. In his session at @ThingsExpo, Gordon Haff, Red Hat Technology Evangelist, shared examples from a wide range of industries – including en...
Consumers increasingly expect their electronic "things" to be connected to smart phones, tablets and the Internet. When that thing happens to be a medical device, the risks and benefits of connectivity must be carefully weighed. Once the decision is made that connecting the device is beneficial, medical device manufacturers must design their products to maintain patient safety and prevent compromised personal health information in the face of cybersecurity threats. In his session at @ThingsExpo...
"We're a cybersecurity firm that specializes in engineering security solutions both at the software and hardware level. Security cannot be an after-the-fact afterthought, which is what it's become," stated Richard Blech, Chief Executive Officer at Secure Channels, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
SYS-CON Events announced today that Massive Networks will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Massive Networks mission is simple. To help your business operate seamlessly with fast, reliable, and secure internet and network solutions. Improve your customer's experience with outstanding connections to your cloud.
SYS-CON Events announced today that Grape Up will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct. 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Grape Up is a software company specializing in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market across the U.S. and Europe, Grape Up works with a variety of customers from emergi...
Detecting internal user threats in the Big Data eco-system is challenging and cumbersome. Many organizations monitor internal usage of the Big Data eco-system using a set of alerts. This is not a scalable process given the increase in the number of alerts with the accelerating growth in data volume and user base. Organizations are increasingly leveraging machine learning to monitor only those data elements that are sensitive and critical, autonomously establish monitoring policies, and to detect...
Everything run by electricity will eventually be connected to the Internet. Get ahead of the Internet of Things revolution and join Akvelon expert and IoT industry leader, Sergey Grebnov, in his session at @ThingsExpo, for an educational dive into the world of managing your home, workplace and all the devices they contain with the power of machine-based AI and intelligent Bot services for a completely streamlined experience.
Because IoT devices are deployed in mission-critical environments more than ever before, it’s increasingly imperative they be truly smart. IoT sensors simply stockpiling data isn’t useful. IoT must be artificially and naturally intelligent in order to provide more value In his session at @ThingsExpo, John Crupi, Vice President and Engineering System Architect at Greenwave Systems, will discuss how IoT artificial intelligence (AI) can be carried out via edge analytics and machine learning techn...
When shopping for a new data processing platform for IoT solutions, many development teams want to be able to test-drive options before making a choice. Yet when evaluating an IoT solution, it’s simply not feasible to do so at scale with physical devices. Building a sensor simulator is the next best choice; however, generating a realistic simulation at very high TPS with ease of configurability is a formidable challenge. When dealing with multiple application or transport protocols, you would be...
With tough new regulations coming to Europe on data privacy in May 2018, Calligo will explain why in reality the effect is global and transforms how you consider critical data. EU GDPR fundamentally rewrites the rules for cloud, Big Data and IoT. In his session at 21st Cloud Expo, Adam Ryan, Vice President and General Manager EMEA at Calligo, will examine the regulations and provide insight on how it affects technology, challenges the established rules and will usher in new levels of diligence a...
An increasing number of companies are creating products that combine data with analytical capabilities. Running interactive queries on Big Data requires complex architectures to store and query data effectively, typically involving data streams, an choosing efficient file format/database and multiple independent systems that are tied together through custom-engineered pipelines. In his session at @BigDataExpo at @ThingsExpo, Tomer Levi, a senior software engineer at Intel’s Advanced Analytics ...
In the enterprise today, connected IoT devices are everywhere – both inside and outside corporate environments. The need to identify, manage, control and secure a quickly growing web of connections and outside devices is making the already challenging task of security even more important, and onerous. In his session at @ThingsExpo, Rich Boyer, CISO and Chief Architect for Security at NTT i3, discussed new ways of thinking and the approaches needed to address the emerging challenges of security i...
SYS-CON Events announced today that Dasher Technologies will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Dasher Technologies, Inc. ® is a premier IT solution provider that delivers expert technical resources along with trusted account executives to architect and deliver complete IT solutions and services to help our clients execute their goals, plans and objectives. Since 1999, we'v...
There is only one world-class Cloud event on earth, and that is Cloud Expo – which returns to Silicon Valley for the 21st Cloud Expo at the Santa Clara Convention Center, October 31 - November 2, 2017. Every Global 2000 enterprise in the world is now integrating cloud computing in some form into its IT development and operations. Midsize and small businesses are also migrating to the cloud in increasing numbers. Companies are each developing their unique mix of cloud technologies and service...
SYS-CON Events announced today that IBM has been named “Diamond Sponsor” of SYS-CON's 21st Cloud Expo, which will take place on October 31 through November 2nd 2017 at the Santa Clara Convention Center in Santa Clara, California.
SYS-CON Events announced today that Datera, that offers a radically new data management architecture, has been named "Exhibitor" of SYS-CON's 21st International Cloud Expo ®, which will take place on Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Datera is transforming the traditional datacenter model through modern cloud simplicity. The technology industry is at another major inflection point. The rise of mobile, the Internet of Things, data storage and Big...
SYS-CON Events announced today that Akvelon will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Akvelon is a business and technology consulting firm that specializes in applying cutting-edge technology to problems in fields as diverse as mobile technology, sports technology, finance, and healthcare.
WebRTC is great technology to build your own communication tools. It will be even more exciting experience it with advanced devices, such as a 360 Camera, 360 microphone, and a depth sensor camera. In his session at @ThingsExpo, Masashi Ganeko, a manager at INFOCOM Corporation, will introduce two experimental projects from his team and what they learned from them. "Shotoku Tamago" uses the robot audition software HARK to track speakers in 360 video of a remote party. "Virtual Teleport" uses a...
SYS-CON Events announced today that Datera will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Datera offers a radically new approach to data management, where innovative software makes data infrastructure invisible, elastic and able to perform at the highest level. It eliminates hardware lock-in and gives IT organizations the choice to source x86 server nodes, with business model option...