IO Profiling of Applications: strace_analyzer

In the last couple of articles we have talked about using strace to help examine the IO profile of applications (including MPI applications; think HPC). But strace output can contain hundreds of thousands of lines. In this article we talk about the using a tool called strace_analyzer to help sift through the strace output.

Strace is a very useful tool for examining the IO profile of applications, as it comes standard on every Linux distro. However, as we’ll see in this article, strace can produce hundreds of thousands of lines of output. Trying to develop statistics and trends from a files of this size is virtually impossible to do by hand.

In this article, we will take a look at a tool to do a statistical analysis on strace output: strace_analyzer. This tool can take an individual strace file that has been created with the “-T -ttt” options and produce a statistical analysis of the IO portion of the strace. It also produces data files and .csv (comma delimited files for spreadsheets) files that can be used for plotting.

Using the strace_analyzer

strace_analyzer is a Perl app that parses through the strace file looking for specific IO functions. When run, it looks for the following IO functions,

  • open
  • read
  • write
  • close
  • lseek
  • llseek
  • lseek64
  • stat
  • stat64
  • fstat
  • chmod
  • access
  • rename
  • mkdir
  • getdents
  • fcntl
  • unlink
  • fseek
  • rewind
  • ftell
  • fgetpos
  • fsetpos
  • fclose
  • fsync
  • creat
  • readdir
  • rewinddir
  • scandir
  • telldir
  • flock
  • lockf

Obviously this list does not include all IO functions but it is a work in progress.

The first step in using strace_analyzer is to create an strace output file using the “-T -ttt” options. I also used the “-o” option to send the data to a file. Then you can run the strace_analyzer to process the file with the following command:

./strace_analyzer_ng_0.08.pl -dat -short < strace.out > summary.out

There are several command line options with “-dat” and “-short” being used in the previous example. You can always type “./strace_analyzer_ng_0.08.pl -help” to get a listing of the options. For this example, “-dat” produces data files for plotting tools such grace or simple python codes that use matplotlib. The “-short” option produces a shorter summary output file that doesn’t contain all the details of a particular IO function.

When you run the strace_analyzer it also produces a file called “strace_analyzer.log” that some additional information information about the run, primarily for open() syscalls (more on that later). The code also produces a subdirectory called “RESULTS_DAT” where the .dat and .csv files are contained. Depending upon the application there can be a large number of files and some of them can be fairly large. For applications that have a large number of IO functions sometimes the .csv files cannot be loaded into a spreadsheet because there are too many rows. In addition, trying to plot the data in a spreadsheet can also be impossible because many spreadsheet programs have a limit on the number of data points that can be plotted.

The output from the strace_analyzer is divided into a few main groups.


  • Time statistics (e.g. how much wall clock time was spent doing IO, etc.)
  • IO syscall Count
  • Write Statistics
  • Read Statistics
  • Close Statistics
  • Open Statistics
  • lseek activity statistics
  • IOPS Statistics
  • File Statistics (on a per file basis)

Without the “-short” option you get a great more detail in each group. With the “-short” flag you get more of a summary.

Rather than walk through the strace_analyzer step by step and open myself to ridicule of my coding style, my choice of languages, my lack of using regular expressions for parsing, and other assorted programming criticisms, let’s apply the strace_analyzer to an example so we can see how the tool is used and what we can possibly learn by using it. By the way – I’m open to patches and criticism, but they should be constructive. if you don’t like my coding style that’s fine, but help me understand why a different coding style is better. Otherwise, talk to the hand, because the ears aren’t listening (and the eyes aren’t reading and the fingers are moving the file to the trash).

Examining Abaqus/Explicit

The application I will be examining is called Abaqus/Explicit and is developed, supported, and marketed by Simulia. It is what is called a finite element program that is used for examining dynamic events. For example, it can be used to examine how a container of laundry detergent behaves when it’s dropped from a grocery shelf onto the floor, or what happens to a cell phone when it’s dropped onto a floor, or when a bullet penetrates the wing of an aircraft, or, an even more fun analysis, how a diaper behaves when it is “loaded” to capacity. Abaqus/Explicit is one of the leading applications for dynamic analysis and it a common HPC application.

For this example, the e5 data set will be used. e5 is a simple benchmark where a stiffened steel plate is subjected to a high intensity blast load. The application with the e5 benchmark was run under the auspices of the HPC Advisory Council. It was run on the Osiris cluster that the HPC Advisory Council uses. It is a cluster of Dell SC 1435 servers with two Quad-Core AMD OpteronTM 2382 SE processors and a Mellanox ConnectX DDR InfiniBand fabric. The storage for the problem is fairly simple – the master node of the cluster had a simple SCSI hard drive that was exported via NFS over a GigE network to all of the compute nodes.

Abaqus/Explicit uses MPI so the application can run in parallel on multiple processors. For this example, it was run on two nodes with 8-cores each for a total of 16 processes. Each MPI process created a simple strace output file. strace_analyzer was then run on each process. The tables and plots below are from the output from strace_analyzer.

As mentioned previously, the first output group from the strace output is a timing summary. Table 1 below contains the Total Run Time in seconds of each of the 16 processes as well as the total time in seconds spent performing IO using the list of IO functions previously mentioned. The last column of data is the percentage of time the application spent doing IO relative to the total run time.

Table 1 – Time Statistics for the 16 Processes

Process Total Run
Time (secs)
IO Times
(secs)
% Time for
IO
12419 424.719 0.7889 0.185%
12420 425.292 0.0991 0.023%
12421 425.373 0.1222 0.028%
12422 425.433 0.1155 0.027%
12423 424.517 0.1023 0.024%
12424 425.291 0.1250 0.029%
12425 425.331 0.1293 0.030%
12427 425.291 0.1355 0.532%
14297 418.912 2.2275 0.532%
14298 418.827 2.3856 0.570%
14299 425.785 2.6418 0.620%
14300 425.112 2.3226 0.546%
14301 418.706 2.1369 0.510%
14302 424.769 2.1317 0.502%
14303 419.200 2.0271 0.486%
14304 418.868 1.8862 0.450%

Notice that the amount of time spent doing IO is very small compared to the total wall clock time. The large amount of time is 2.65 seconds or 0.62% of the total run time. It’s probably safe to say that this particular application is not IO bound.

The next output group is an IO syscall count. The output is a list of the IO commands the application is capable of recognizing and how many times these syscalls were used during the run of the application. Table 2 below contains the IO syscalls for all 16 processes.

Table 2 – IO syscall Count

Process access lseek fcntl stat unlink open close fstat read mkdir getdents write
12419 14 19,689 31 136 1 287 297 148 6,349 69 8 74,328
12420 5 3,150 5 78 0 241 243 103 1,584 0 8 1,870
12421 5 3,159 5 78 0 241 243 104 1,581 0 8 1,882
12422 5 3,155 5 78 0 241 243 104 1,579 0 8 1,880
12423 5 3,159 5 78 0 241 243 104 1,581 0 8 1,882
12424 5 3,149 5 78 0 241 243 104 1,577 0 8 1,876
12425 5 3,147 5 78 0 241 243 104 1,581 0 8 1,870
12427 5 3,149 5 78 0 241 243 104 1,583 0 8 1,870
14297 5 3,149 5 78 0 246 248 104 1,588 0 8 1,870
14298 5 3,147 5 78 0 246 248 104 1,586 0 8 1,870
14299 5 3,517 5 78 0 246 248 104 1,586 0 8 1,880
14300 5 3,160 5 78 0 246 248 104 1,587 0 8 1,882
14301 5 3,156 5 78 0 246 248 104 1,585 0 8 1,880
14302 5 3,163 5 78 0 246 248 104 1,588 0 8 1,884
14303 5 3,149 5 78 0 246 248 104 1,588 0 8 1,870
14304 5 3,147 5 78 0 246 248 104 1,586 0 8 1,870

This table gives us some interesting information. For example, the first process (12149) has 6 times more lseek() syscalls than any other process. It also has about 4 times the read() syscalls than other process. Perhaps more importantly, it has 40 times the number of write() syscalls than any other process.

In the world of MPI and parallel programs there are many ways to perform IO. One of the most classic methods is to have the first MPI process, called the rank-0 process since it is the first MPI process, do all of the reading and writing for the application. The other MPI processes receive/send their data from/to the rank-0. This approach ensures that the other MPI processes don’t overwrite the data from any other process.

From the results in Table 2 it appears that the first process (12419) is the rank-0 MPI process and it is doing the vast majority of the IO for the application. There is other output from strace_analyzer to help support this supposition as we’ll see later. But at this point it’s pretty obvious that process 12419 is the rank-0 process and is doing the vast majority of the reading and writing for the application.

If indeed process 12419 is the rank-0 process then why are the other processes doing so many read() and write() system calls? We’ll see more of that later and discover that read() and write() are very common system calls and are used in a variety of ways.

Another interesting observation is that for every 3.77 write syscalls there is an lseek() syscall. An lseek moves the file pointer within the file to a new location. Depending upon how far the file pointer is repositioned this means that any data stored in the drive cache or the VFS cache, or in the IO scheduler cache or any other cache is no longer useful. Basically it hurts throughput (sometimes even kills it).

The next output group contains the write syscall statistics. Below is a sample of the summary for process 12419:

----------------------
-- Write Statistics --
---------------------- 

-- File sizes for write() syscall --

IO Size Range         		     Number of syscalls
=======================================================
(  1)    0KB <   <    1KB		          12999
(  2)    1KB <   <    8KB		          61049
(  3)    8KB <   <   32KB		            268
(  4)   32KB <   <  128KB		              0
(  5)  128KB <   <  256KB		              0
(  6)  256KB <   <  512KB		              0
(  7)  512KB <   < 1000KB		              0
(  8) 1000KB <   <   10MB		              0
(  9)   10MB <   <  100MB		              0
( 10)  100MB <   <    1GB		              0
( 11)    1GB <   <   10GB		              0
( 12)   10GB <   <  100GB		              0
( 13)  100GB <   <    1TB		              0
( 14)    1TB <   <   10TB		              0 

-- WRITE SUMMARY --
Total number of Bytes written = 134,122,801 (134.122801  MB)
Number of Write syscalls =   74,328 

Average (mean) Bytes per syscall = 1,804.76345605253 (bytes) (0.00180476345605253  MB)
   Standard Deviation: 1,137.06808888182 (bytes) (0.00113706808888182  MB)
   Mean Absolute Deviation: 1,016.65380745704 (bytes) (0.00101665380745704  MB)
Median Bytes per syscall =         2,048 (bytes) (0.002048 MB)
   Median Absolute Deviation: 473.416424457721 (bytes) (0.000473416424457721  MB) 

Time for slowest write syscall (secs) = 0.050185
   Line location in file: 749638 

Smallest write syscall size: 1 (Bytes)
Largest write syscall size: 14336 (Bytes)

Comments on "IO Profiling of Applications: strace_analyzer"

neondiet

I really enjoyed that read: what a useful tool. I will definitely be using this from now on. Many thanks!

Reply
jirihorky

Hi,

very nice tool! I have recently written very similar tool to do IO profiling based on strace. It is a GUI application with a core written in C (for speed) and the GUI in Python. The IOprofiler has integrated histogram and access pattern plotting. However it doesn’t (yet) provide all the statistics this tool can.

Check it out here, if you are interested: http://code.google.com/p/ioapps/

It can also replay all the traces to become a standalone benchmark with the same IO worload pattern as your original application.

Jeff, I am sorry to not continue on your code, but at least the ioreplay part must have been written in C (and thus all file descriptors handling as well). I’ve also integrated some more logic to file descriptor-to-file name mappings.

Jiri Horky

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Dear Jeffrey

Can I get a copy of python version, please?

Regards,

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> Versions and Source for Python
> Coming soon – if you need it now, please contact me.

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all {webmasters|site owners|website owners|web owners} and bloggers made good content as
you did, the {internet|net|web} will be {much more|a lot more}
useful than ever before.|
I {couldn’t|could not} {resist|refrain from} commenting.
{Very well|Perfectly|Well|Exceptionally well} written!|
{I will|I’ll} {right away|immediately} {take hold of|grab|clutch|grasp|seize|snatch} your {rss|rss feed} as I {can not|can’t} {in finding|find|to find} your {email|e-mail} subscription {link|hyperlink} or {newsletter|e-newsletter} service.
Do {you have|you’ve} any? {Please|Kindly} {allow|permit|let} me
{realize|recognize|understand|recognise|know} {so that|in order that} I {may
just|may|could} subscribe. Thanks.|
{It is|It’s} {appropriate|perfect|the best} time to make some plans for the future and {it is|it’s} time to be happy.

{I have|I’ve} read this post and if I could I {want to|wish to|desire to} suggest you {few|some} interesting things or {advice|suggestions|tips}.
{Perhaps|Maybe} you {could|can} write next articles referring to this article.
I {want to|wish to|desire to} read {more|even more} things about it!|
{It is|It’s} {appropriate|perfect|the best} time to
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I {want to|wish to|desire to} {read|learn} {more|even more} {things|issues} {approximately|about} it!|
{I have|I’ve} been {surfing|browsing} {online|on-line}
{more than|greater than} {three|3} hours {these days|nowadays|today|lately|as of late},
{yet|but} I {never|by no means} {found|discovered} any {interesting|fascinating|attention-grabbing} article like yours.
{It’s|It is} {lovely|pretty|beautiful} {worth|value|price} {enough|sufficient} for me.
{In my opinion|Personally|In my view}, if all {webmasters|site
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Ahaa, its {nice|pleasant|good|fastidious} {discussion|conversation|dialogue}
{regarding|concerning|about|on the topic of}
this {article|post|piece of writing|paragraph} {here|at this
place} at this {blog|weblog|webpage|website|web site}, I
have read all that, so {now|at this time} me also commenting
{here|at this place}.|
I am sure this {article|post|piece of writing|paragraph} has touched all the
internet {users|people|viewers|visitors}, its
really really {nice|pleasant|good|fastidious} {article|post|piece of writing|paragraph} on building up
new {blog|weblog|webpage|website|web site}.|
Wow, this {article|post|piece of writing|paragraph} is {nice|pleasant|good|fastidious}, my {sister|younger sister} is
analyzing {such|these|these kinds of} things, {so|thus|therefore} I am going to {tell|inform|let know|convey} her.|
{Saved as a favorite|bookmarked!!}, {I really like|I like|I love} {your blog|your site|your web site|your website}!|
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{article|post|write-up} {and the|and also the|plus the} rest of the {site is|website is} {also very|extremely|very|also really|really} good.|
Hi, {I do believe|I do think} {this is an excellent|this is a great} {blog|website|web
site|site}. I stumbledupon it ;) {I will|I am going to|I’m going to|I may} {come back|return|revisit} {once again|yet again} {since
I|since i have} {bookmarked|book marked|book-marked|saved as a favorite} it.
Money and freedom {is the best|is the greatest} way to change,
may you be rich and continue to {help|guide} {other people|others}.|
Woah! I’m really {loving|enjoying|digging} the template/theme of this {site|website|blog}.
It’s simple, yet effective. A lot of times it’s {very hard|very difficult|challenging|tough|difficult|hard} to
get that “perfect balance” between {superb usability|user friendliness|usability} and {visual appearance|visual appeal|appearance}.
I must say {that you’ve|you have|you’ve} done a {awesome|amazing|very good|superb|fantastic|excellent|great} job with this.
{In addition|Additionally|Also}, the blog loads {very|extremely|super} {fast|quick}
for me on {Safari|Internet explorer|Chrome|Opera|Firefox}.

{Superb|Exceptional|Outstanding|Excellent} Blog!|
These are {really|actually|in fact|truly|genuinely} {great|enormous|impressive|wonderful|fantastic}
ideas in {regarding|concerning|about|on the topic of} blogging.
You have touched some {nice|pleasant|good|fastidious}
{points|factors|things} here. Any way keep up wrinting.|
{I love|I really like|I enjoy|I like|Everyone
loves} what you guys {are|are usually|tend to be} up too.
{This sort of|This type of|Such|This kind of} clever work and {exposure|coverage|reporting}!
Keep up the {superb|terrific|very good|great|good|awesome|fantastic|excellent|amazing|wonderful} works
guys I’ve {incorporated||added|included} you guys to {|my|our||my personal|my own} blogroll.|
{Howdy|Hi there|Hey there|Hi|Hello|Hey}! Someone in my {Myspace|Facebook} group shared this {site|website} with us so I came to {give
it a look|look it over|take a look|check it out}. I’m definitely {enjoying|loving} the information. I’m {book-marking|bookmarking} and will be tweeting this to my
followers! {Terrific|Wonderful|Great|Fantastic|Outstanding|Exceptional|Superb|Excellent} blog and {wonderful|terrific|brilliant|amazing|great|excellent|fantastic|outstanding|superb} {style and design|design and style|design}.|
{I love|I really like|I enjoy|I like|Everyone loves} what you guys {are|are usually|tend to be} up too.
{This sort of|This type of|Such|This kind of} clever work and
{exposure|coverage|reporting}! Keep up the {superb|terrific|very good|great|good|awesome|fantastic|excellent|amazing|wonderful} works guys
I’ve {incorporated|added|included} you guys to {|my|our|my personal|my
own} blogroll.|
{Howdy|Hi there|Hey there|Hi|Hello|Hey} would you mind
{stating|sharing} which blog platform you’re {working
with|using}? I’m {looking|planning|going} to start my own blog {in the near future|soon} but I’m having
a {tough|difficult|hard} time {making a decision|selecting|choosing|deciding} between BlogEngine/Wordpress/B2evolution and Drupal.
The reason I ask is because your {design and style|design|layout} seems different then most
blogs and I’m looking for something {completely unique|unique}.
P.S {My apologies|Apologies|Sorry} for {getting|being} off-topic but I had to ask!|
{Howdy|Hi there|Hi|Hey there|Hello|Hey} would you mind letting me
know which {webhost|hosting company|web host} you’re {utilizing|working with|using}?

I’ve loaded your blog in 3 {completely different|different} {internet browsers|web browsers|browsers} and I must say this blog loads a lot
{quicker|faster} then most. Can you {suggest|recommend} a good {internet hosting|web hosting|hosting} provider
at a {honest|reasonable|fair} price? {Thanks a lot|Kudos|Cheers|Thank you|Many thanks|Thanks}, I appreciate it!|
{I love|I really like|I like|Everyone loves} it {when people|when individuals|when folks|whenever
people} {come together|get together} and share {opinions|thoughts|views|ideas}.
Great {blog|website|site}, {keep it up|continue
the good work|stick with it}!|
Thank you for the {auspicious|good} writeup. It in fact was a amusement account it.
Look advanced to {far|more} added agreeable from you! {By the way|However}, how {can|could} we communicate?|
{Howdy|Hi there|Hey there|Hello|Hey} just wanted to give you a quick heads up.

The {text|words} in your {content|post|article}
seem to be running off the screen in {Ie|Internet explorer|Chrome|Firefox|Safari|Opera}.
I’m not sure if this is a {format|formatting} issue
or something to do with {web browser|internet browser|browser} compatibility
but I {thought|figured} I’d post to let you know. The {style and design|design and style|layout|design} look great though!
Hope you get the {problem|issue} {solved|resolved|fixed} soon. {Kudos|Cheers|Many thanks|Thanks}|
This is a topic {that is|that’s|which is} {close to|near to} my heart…
{Cheers|Many thanks|Best wishes|Take care|Thank you}! {Where|Exactly where} are your contact details though?|
It’s very {easy|simple|trouble-free|straightforward|effortless} to find out any {topic|matter} on {net|web} as compared to {books|textbooks}, as I
found this {article|post|piece of writing|paragraph} at this {website|web
site|site|web page}.|
Does your {site|website|blog} have a contact page? I’m
having {a tough time|problems|trouble} locating it but, I’d like to {send|shoot} you an {e-mail|email}.
I’ve got some {creative ideas|recommendations|suggestions|ideas} for
your blog you might be interested in hearing. Either way, great {site|website|blog} and
I look forward to seeing it {develop|improve|expand|grow} over time.|
{Hola|Hey there|Hi|Hello|Greetings}! I’ve been {following|reading} your
{site|web site|website|weblog|blog} for {a
long time|a while|some time} now and finally got the {bravery|courage} to go
ahead and give you a shout out from {New Caney|Kingwood|Huffman|Porter|Houston|Dallas|Austin|Lubbock|Humble|Atascocita} {Tx|Texas}!
Just wanted to {tell you|mention|say} keep up the {fantastic|excellent|great|good} {job|work}!|
Greetings from {Idaho|Carolina|Ohio|Colorado|Florida|Los angeles|California}!
I’m {bored to tears|bored to death|bored} at work so I decided to {check out|browse} your {site|website|blog} on my iphone
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I’m not even using WIFI, just 3G .. {Anyhow|Anyways}, {awesome|amazing|very good|superb|good|wonderful|fantastic|excellent|great} {site|blog}!|
Its {like you|such as you} {read|learn} my {mind|thoughts}!

You {seem|appear} {to understand|to know|to grasp} {so much|a lot} {approximately|about} this, {like you|such as
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{I think|I feel|I believe} {that you|that you simply|that you just} {could|can} do with {some|a few} {%|p.c.|percent} to
{force|pressure|drive|power} the message {house|home} {a
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{A great|An excellent|A fantastic} read. {I’ll|I will} {definitely|certainly} be back.|
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audio songs {current|present|existing} at this {website|web site|site|web page}
is {really|actually|in fact|truly|genuinely} {marvelous|wonderful|excellent|fabulous|superb}.|
{Howdy|Hi there|Hi|Hello}, i read your blog {occasionally|from time to time} and i own a
similar one and i was just {wondering|curious} if you get a
lot of spam {comments|responses|feedback|remarks}? If
so how do you {prevent|reduce|stop|protect against} it, any plugin or
anything you can {advise|suggest|recommend}? I get so much lately it’s driving me {mad|insane|crazy} so any {assistance|help|support} is very much appreciated.|
Greetings! {Very helpful|Very useful} advice {within this|in this particular} {article|post}!
{It is the|It’s the} little changes {that make|which will make|that produce|that will make} {the biggest|the largest|the greatest|the
most important|the most significant} changes.
{Thanks a lot|Thanks|Many thanks} for sharing!|
{I really|I truly|I seriously|I absolutely} love {your blog|your site|your website}..

{Very nice|Excellent|Pleasant|Great} colors & theme.
Did you {create|develop|make|build} {this website|this site|this web site|this
amazing site} yourself? Please reply back as I’m {looking to|trying to|planning to|wanting to|hoping
to|attempting to} create {my own|my very own|my own personal} {blog|website|site} and
{would like to|want to|would love to} {know|learn|find out} where you got this from or {what the|exactly what the|just what
the} theme {is called|is named}. {Thanks|Many thanks|Thank you|Cheers|Appreciate it|Kudos}!|
{Hi there|Hello there|Howdy}! This {post|article|blog post}
{couldn’t|could not} be written {any better|much better}!

{Reading through|Looking at|Going through|Looking through} this {post|article} reminds
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this. {I will|I’ll|I am going to|I most certainly will} {forward|send}
{this article|this information|this post} to him.
{Pretty sure|Fairly certain} {he will|he’ll|he’s going to} {have a good|have a very good|have
a great} read. {Thank you for|Thanks for|Many thanks for|I appreciate you for} sharing!|
{Wow|Whoa|Incredible|Amazing}! This blog looks {exactly|just} like my old one!
It’s on a {completely|entirely|totally} different
{topic|subject} but it has pretty much the same {layout|page layout} and design. {Excellent|Wonderful|Great|Outstanding|Superb} choice of colors!|
{There is|There’s} {definately|certainly} {a lot to|a great deal to} {know
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{I like|I love|I really like} {all the|all of the} points {you made|you’ve
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{You made|You’ve made|You have made} some {decent|good|really
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info|for more information|to find out more|to learn more|for additional information}
about the issue and found {most individuals|most people} will go
along with your views on {this website|this site|this web
site}.|
{Hi|Hello|Hi there|What’s up}, I {log on to|check|read} your {new stuff|blogs|blog}
{regularly|like every week|daily|on a regular basis}.
Your {story-telling|writing|humoristic} style is {awesome|witty}, keep {doing
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{Hi|Hello|Hi there|What’s up}, just wanted to {mention|say|tell
you}, I {enjoyed|liked|loved} this {article|post|blog post}.

It was {inspiring|funny|practical|helpful}. Keep on posting!|
{Hi there|Hello}, I enjoy reading {all of|through} your {article|post|article post}.
I {like|wanted} to write a little comment to support you.|
I {always|constantly|every time} spent my half an hour to read this {blog|weblog|webpage|website|web site}’s {articles|posts|articles or reviews|content} {everyday|daily|every day|all the time} along with
a {cup|mug} of coffee.|
I {always|for all time|all the time|constantly|every time} emailed this {blog|weblog|webpage|website|web site} post page to all my {friends|associates|contacts}, {because|since|as|for the reason that} if like to read it {then|after
that|next|afterward} my {friends|links|contacts} will too.|
My {coder|programmer|developer} is trying to {persuade|convince} me to move to .net from PHP.
I have always disliked the idea because of the {expenses|costs}.
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I have heard {fantastic|very good|excellent|great|good} things about blogengine.net.

Is there a way I can {transfer|import} all my wordpress {content|posts} into it?
{Any kind of|Any} help would be {really|greatly} appreciated!|
{Hello|Hi|Hello there|Hi there|Howdy|Good day}! I could have sworn I’ve {been to|visited} {this blog|this web
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{Anyways|Anyhow|Nonetheless|Regardless}, I’m {definitely|certainly} {happy|pleased|delighted} {I found|I discovered|I came across|I stumbled upon} it and I’ll be {bookmarking|book-marking} it and checking back {frequently|regularly|often}!|
{Terrific|Great|Wonderful} {article|work}! {This is|That is} {the type of|the kind of} {information|info} {that are meant to|that are
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{Disgrace|Shame} on {the {seek|search} engines|Google} for
{now not|not|no longer} positioning this {post|submit|publish|put up} {upper|higher}!
Come on over and {talk over with|discuss with|seek advice from|visit|consult with}
my {site|web site|website} . {Thank you|Thanks} =)|
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{Hi|Hello|Hi there|Hello there|Howdy|Greetings}, {I think|I believe|I do believe|I do think|There’s no doubt that} {your site|your website|your web site|your blog} {might be|may be|could be|could possibly be} having {browser|internet browser|web browser} compatibility {issues|problems}.
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{I just|I simply|I merely} wanted to {give you a|provide you with
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{A person|Someone|Somebody} {necessarily|essentially} {lend a hand|help|assist}
to make {seriously|critically|significantly|severely} {articles|posts} {I would|I might|I’d} state.
{This is|That is} the {first|very first} time I frequented your {web page|website page} and {to this point|so far|thus far|up to now}?
I {amazed|surprised} with the {research|analysis} you made to {create|make} {this actual|this particular} {post|submit|publish|put up} {incredible|amazing|extraordinary}.
{Great|Wonderful|Fantastic|Magnificent|Excellent} {task|process|activity|job}!|
Heya {i’m|i am} for {the primary|the first} time here.
I {came across|found} this board and I {in finding|find|to find} It {truly|really} {useful|helpful} &
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{Hello|Hi|Hello there|Hi there|Howdy|Good day|Hey there}! {I just|I simply} {would like
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{you have|you’ve got|you have got} {here|right here} on this post.
{I will be|I’ll be|I am} {coming back to|returning
to} {your blog|your site|your website|your web site} for
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I {always|all the time|every time} used to {read|study} {article|post|piece
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user of {internet|web|net} {so|thus|therefore} from now I am using net for {articles|posts|articles or reviews|content},
thanks to web.|
Your {way|method|means|mode} of {describing|explaining|telling} {everything|all|the whole thing} in this {article|post|piece of writing|paragraph} is {really|actually|in fact|truly|genuinely}
{nice|pleasant|good|fastidious}, {all|every one} {can|be able to|be capable of} {easily|without
difficulty|effortlessly|simply} {understand|know|be aware of} it, Thanks a lot.|
{Hi|Hello} there, {I found|I discovered} your
{blog|website|web site|site} {by means of|via|by the use of|by way of} Google
{at the same time as|whilst|even as|while} {searching for|looking for} a {similar|comparable|related} {topic|matter|subject}, your
{site|web site|website} {got here|came} up, it {looks|appears|seems|seems to
be|appears to be like} {good|great}. {I have|I’ve} bookmarked it in my google
bookmarks.
{Hello|Hi} there, {simply|just} {turned into|became|was|become|changed into} {aware of|alert to} your {blog|weblog} {thru|through|via} Google, {and found|and
located} that {it is|it’s} {really|truly} informative. {I’m|I am} {gonna|going to}
{watch out|be careful} for brussels. {I will|I’ll} {appreciate|be grateful} {if you|should you|when you|in the event you|in case you|for those who|if you happen to} {continue|proceed} this {in future}.
{A lot of|Lots of|Many|Numerous} {other folks|folks|other people|people} {will be|shall be|might be|will
probably be|can be|will likely be} benefited {from your|out
of your} writing. Cheers!|
{I am|I’m} curious to find out what blog {system|platform} {you have been|you happen to
be|you are|you’re} {working with|utilizing|using}?

I’m {experiencing|having} some {minor|small} security {problems|issues} with my latest {site|website|blog} and {I would|I’d} like to find something more {safe|risk-free|safeguarded|secure}.
Do you have any {solutions|suggestions|recommendations}?|
{I am|I’m} {extremely|really} impressed with your writing
skills {and also|as well as} with the layout on your {blog|weblog}.

Is this a paid theme or did you {customize|modify} it yourself?
{Either way|Anyway} keep up the {nice|excellent} quality writing, {it’s|it
is} rare to see a {nice|great} blog like this one {these days|nowadays|today}.|
{I am|I’m} {extremely|really} {inspired|impressed} {with your|together with your|along
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{Is this|Is that this} a paid {subject|topic|subject matter|theme} or did you {customize|modify} it {yourself|your self}?
{Either way|Anyway} {stay|keep} up the {nice|excellent} {quality|high quality}
writing, {it’s|it is} {rare|uncommon} {to peer|to see|to
look} a {nice|great} {blog|weblog} like this one {these days|nowadays|today}..|
{Hi|Hello}, Neat post. {There is|There’s} {a problem|an issue}
{with your|together with your|along with your} {site|web
site|website} in {internet|web} explorer, {may|might|could|would} {check|test}
this? IE {still|nonetheless} is the {marketplace|market} {leader|chief} and {a large|a
good|a big|a huge} {part of|section of|component to|portion of|component of|element
of} {other folks|folks|other people|people} will {leave out|omit|miss|pass
over} your {great|wonderful|fantastic|magnificent|excellent} writing {due to|because of} this
problem.|
{I’m|I am} not sure where {you are|you’re} getting your {info|information}, but {good|great} topic.
I needs to spend some time learning {more|much more} or understanding more.

Thanks for {great|wonderful|fantastic|magnificent|excellent} {information|info} I was looking for
this {information|info} for my mission.|
{Hi|Hello}, i think that i saw you visited my {blog|weblog|website|web site|site} {so|thus} i came to “return the favor”.{I am|I’m} {trying to|attempting to} find things to {improve|enhance} my
{website|site|web site}!I suppose its ok to use {some of|a few of} your
ideas!!\

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Relief. There will be no first default in U.S. history; no economy-damaging short-run austerity; no attack on the nation’s core social protection programs or on universal health care; and no repeat of the last month’s shabby spectacle for at least 15 months.? All of this was in doubt even a week ago as Congressional intransigence threatened to make the problem of acceptably raising the debt limit insoluble.? The Hippocratic Oath applies in economics as well as medicine and so it is no small thing for the Administration to have reached an agreement? that does no immediate harm.? It may well be that no better agreement was achievable given the political dynamics in Congress.

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An outstanding share! I’ve just forwarded
this onto a colleague who has been conducting a
little homework on this. And he in fact ordered me breakfast due to the fact that I discovered
it for him… lol. So let me reword this…. Thank YOU for the meal!!
But yeah, thanks for spending some time to discuss this
subject here on your blog.

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informative. I’m going to watch out for brussels.
I will appreciate if you continue this in future. Many people
will be benefited from your writing. Cheers!

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