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WQA & NSF…Who Are They & What Exactly Do They Stand For?
Posted On: Tuesday, January 20th, 2015 - 6:07 am
Posted On: Tuesday, January 20th, 2015 - 6:07 am
Recently, at a trade show, I was talking with a competitor of ours regarding their equipment versus our equipment and some of the similarities and differences within. After delving into the depths of the conversation weeks later, I realized that there are many, many differences in the equipment. The differences are not necessarily from a physical aspect, but from the inside. The heart of the equipment was like comparing apples to oranges. When I approached him at a later date with my thoughts. His reply was "Brad, what does it matter? Ion exchange is all the same." I feel that it is time to lay some of the differences out on paper and explain what we were discussing.
Let's start with third party evaluation.
If you manufacture, sell or distribute water treatment or distribution products in North America, your products are required to comply with NSF/ANSI Standard 61: Drinking Water System Components – Health Effects by most governmental agencies that regulate drinking water supplies. Developed by a team of scientists, industry experts and key industry stakeholders, NSF/ANSI 61 sets health effects criteria for many water system components including:
· Protective barrier materials (cements, paints, coatings)
· Joining and sealing materials (gaskets, adhesives, lubricants)
· Mechanical devices (water meters, valves, filters)
· Pipes and related products (pipe, hose, fittings)
· Plumbing devices (faucets, drinking fountains)
· Process media (filter media, ion exchange resins)
· Non-metallic potable water materials
This means that if it is a water treatment system in your home, it is required to comply with NSF/ANSI standard 61. This standard is implemented to make sure that you aren't adding anything that is potentially harmful to your health into the water by installing a filter that is not properly manufactured.
NSF/ANSI 44 establishes the minimum requirements for the certification of residential cation exchange water softeners designed to reduce hardness from public or private water supplies.
The scope of NSF/ANSI 44 includes material safety, structural integrity, accuracy of the brine system and the reduction of hardness and specific contaminants from a known quality water source. The most common claims addressed by NSF/ANSI 44 are barium reduction, radium 226/228 reduction and softener performance.
In order to meet the strict guidelines set forth by NSF/ANSI 44 all marketing materials and products are required to be evaluated, as a package, before officially becoming certified.
The NSF/ANSI DWTU Standards cover a broad range of products, with each standard addressing a specific technology.
Below is a description of each standard:
NSF/ANSI Standard 42:
The scope of Standard 42 is to establish the minimum requirements for material safety,
structural integrity, product literature, and aesthetic, non-health related contaminant
reduction performance claims. The most popular claims are chlorine reduction and
particulate reduction. The most common technology addressed by Standard 42 is carbon
filtration, and the standard includes both point-of-entry (POE) and point-of-use (POU)
NSF/ANSI Standard 44:
Standard 44 establishes minimum requirements for the certification of residential cation
exchange water softeners. The scope of Standard 44 includes material safety, structural
integrity, accuracy of the brine system, product literature, and the reduction of hardness
and the reduction of specific contaminants from a known quality water source. The most
popular claims made under standard 44 are barium reduction, radium 226/228 reduction
and softener performance.
NSF/ANSI Standard 53:
Standard 53 establishes minimum requirements for material safety, structural integrity,
product literature, and health related contaminant reduction performance claims such as
lead, cyst, and VOC reduction, among many others. The most common technology
addressed by Standard 53 is carbon filtration, and the standard includes both POE and POU
products. Some products fall under the scope of both Standards 42 and 53 because they
claim a combination of aesthetic and health claims.
NSF/ANSI Standard 55:
Standard 55 establishes minimum requirements for the certification of ultra-violet (UV)
systems. The scope of Standard 55 includes material safety, structural integrity, product
literature, and UV performance. UV systems are categorized either as Class A (delivers
minimum 40 mJ/cm2 UV dose and has an alarm) or Class B (delivers minimum 16 mJ/cm2).
Systems may be POE or POU. Class A systems may claim to disinfect water that may be
contaminated with pathogenic bacteria, viruses, Cryptosporidium, or Giardia. Class B
systems may claim to reduce normally occurring nuisance microorganisms
NSF/ANSI Standard 58:
Standard 58 establishes minimum requirements for the certification of POU reverse
osmosis systems. The scope of Standard 58 includes material safety, structural integrity,
product literature, total dissolved solids (TDS) reduction, and additional contaminant
reduction claims. These additional contaminant reduction claims may include cyst
reduction, barium reduction, radium 226/228 reduction, copper reduction, hexavalent and
trivalent chromium reduction, arsenic reduction, nitrate/nitrite reduction, cadmium and
lead reduction.
NSF/ANSI Standard 62:
Standard 62 establishes minimum requirements for the certification of POU and POE
distillation systems. The scope of Standard 62 includes material safety, structural integrity,
product literature, total dissolved solids (TDS) reduction, and additional contaminant
reduction claims.
NSF/ANSI Standard 177:
Standard 177 establishes minimum requirements for the certification of residential shower
filter systems. The scope of Standard 177 includes material safety, structural integrity,
product literature, and free available chlorine reduction.
When it comes to choosing the proper water treatment system, safety is the main concern with most consumers. This ultimately affects anything that comes in contact with your drinking water and the water you bathe in. Efficiency is key when selecting the product that you will be using. When choosing a water treatment product whether it is just for chlorine reduction, or if you are choosing a water softener system, it is important that the assembled product meets NSF/ANSI requirements. Treating the water in your home is a complicated science that should not be taken lightly. The NSF has made standards to protect you, the homeowner, from companies and products that will not cut it.
Another resource to protect you, the purchaser, from a company or product that may not be suited for your application is the WQA (Water Quality Association). The Water Quality Association is a third party organization that certifies individuals and products to exacting standards that parallel or exceed the NSF/ANSI standard. The WQA can help guide you to individuals and companies that are properly trained to treat even the most difficult water in your area. These companies provide you with quality water treatment products that are properly certified and sized appropriately for your individual needs.
Do your homework, not only on the company you are purchasing from, but the company that supplies them with their equipment. Below, you will find a few links that may be helpful when doing your research.
Advanced Water Treatment-WQA certified
Cheers to better water, and a better quality of life!
Brad Haskin CWS I, CI
(800) 273-9978
7674 E. M-36 P.O. Box 339
Hamburg, MI 48139
Water Quality Starts From The Ground Up! Tuesday, December 8th, 2015 - 9:09 pm
Would you like to be a filter, buy a filter or buy filtered water? Thursday, May 14th, 2015 - 6:03 am
Squirt, our official mascot! Monday, March 9th, 2015 - 6:04 am
Wonderful company to work with!! Great follow up!! Ray McConnell is our sales guy and he is on top of it every year!! He calls when our filters need to be replaced, he comes out when we have questions. He is awesome!!! Carli, another representative is wonderful!! Takes time to help you, doesn't blow you off!!! She is amazing!!! Love the company, great quality!!!! Worth every penny!!!
(EVS sulfur filter with chlorine generator)
Great service and installation!! The technician was on time, neat, and friendly. He also was very knowledgeable on all the products and answered any questions we had. He also explained all the installation and showed us where everything was. Very thorough! We got a water softener, RO system, and RO pump. The RO pump makes a HUGE difference in speed of dispensing!! I strongly suggest adding it! We now have the BEST tasting water in the neighborhood! Thanks Advanced Water!
(EVRS water softener & Ultrowater reverse osmosis drinking water system)
We had Advanced Water Treatment come out and give us a price on replacing a system on our newly purchased home. All the fixtures were covered with rust and all water appliances were heavily stained. Ray, from Advanced Water Treatment found out the old system had failed and was no longer working. The prior home owner apparently did not take care of this old outdated system. Ray from Advanced Water then analyzed the water and then recommended a system to clean up our well water. With limited space Ray worked the install so it fit into the footprint in our laundry room, and when the water treatment, and reverse osmoses system came on line it was like a different water system not the old well. It was awesome how well the system operated and it is improving every day (cleaning out debris from the house system). Advanced Water Treatment then came back after several weeks of operation and ran another check on the water and it was doing very well. Ray went over again the service and operating instructions with us.
(EVRS water softener & Ultrowater reverse osmosis drinking water system)
Recently my father was having problems with iron and arsenic in his house water. Since he has problems with his memory, I was asked to be the liason in solving the problem. I contacted Advanced and was pleased with their work and their response. They kept in close communication through the process. My background is in chemistry and I was pleased that the owner was able to communicate highly technical information in a detailed way that made sense to me…translation….he knows his stuff. The technicians were forced to communicate everything twice (once to my dad) and again to me and they handled this potentially annoying situation with professionalism. Furthermore, they have solved the problem and were able to provide several alternative solutions in different price ranges. I would call them again.
(IPFE iron filter & Care Soft Pro water softener)
We have used Advanced Water Treatment for over 15 years now and wouldn't think of going any place else. If we have a problem, they always come out right away; generally the same day. They recently installed a new system for us complete with an iron filter and it's working great. We are using a LOT less salt and the water taste a whole lot better.
(EVRS water softener & EVFE iron filter)


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1080 war on pests gets under way
The Department of Conservation has launched its first sortie in the war against a predicted pest plague.
Choppers took to the air near Te Anau and bombed the Iris Burn in Fiordland National Park with 10.8 tonnes of nontoxic cereal bait pellets.
It was the first air assault in the Department of Conservation's Battle for our Birds pest control programme.
The "pre-feeding" technique encouraged rats to eat the biodegradable poison-laced cereal pellets, which would follow when weather conditions allowed.
DOC Fiordland Conservation Services manager Lindsay Wilson said the operation went well after a morning fog lifted.
It was expected that half of the nontoxic pellets would be eaten by rats and possums by this morning.
The 1080 poison-laced pellets would be dropped once all the non-toxic ones were taken up the target species, he said. "We do have a window of six weeks to follow up the nontoxic operation."
DOC compliance staff manned the gate to the Te Anau airport near Manapouri in anticipation of any trouble.
There was also a police presence to ensure there were no breaches of the peace.
Wilson said there was one couple who showed up to protest against the aerial 1080 operations.
People had the right to express their opinions if it was done in a legal way, he said.
Te Anau resident Dave Wilson said he wanted to protest against the inhumane and indiscriminate killing of animals and birds through the use of 1080, which became a "non-selective" poison when scattered by helicopter.
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Many people in the community were opposed to the poisoning but starting the aerial campaign on a Sunday had come as a suprise, which was why there were not more protesters, he said.
He planned to be back protesting, if possible, when the poison-laced bait part of the campaign began.
The Southland Times


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The creation of art is a balancing act between the artist and their chosen medium, and while that figurative assessment is all well and fine, the balance that sculptor Michael Grab strikes during his creative process is stunningly literal.
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text:
|Publication number
|Publication type
|Application number
|Publication date
|Jun 22, 2004
|Filing date
|May 8, 2001
|Priority date
|May 8, 2001
|Fee status
|Also published as
|Publication number
|Junghoo Cho, Sridhar Rajagopalan
|Original Assignee
|International Business Machines Corporation
|Export Citation
|BiBTeX, EndNote, RefMan
|Patent Citations (5), Non-Patent Citations (2), Referenced by (22), Classifications (12), Legal Events (4)
|External Links: USPTO, USPTO Assignment, Espacenet
1. Field of the Invention
The present invention relates to matching regular expressions (regex) in data repositories such as the World Wide Web.
2. Description of the Related Art
Enormous amounts of information are available via computer networks, notably the World Wide Web. The information explosion has resulted in over a billion Web pages being available, with the number growing every day.
Perhaps the biggest challenge posed by this information deluge is how to sift through the mountain of data to find specific information. Not surprisingly, much effort has been devoted to efficiently finding sought-after information on the Web. Typically, such efforts focus on key word searching, i.e., enabling a user to type in one or more key words and subsequently returning Web pages that contain some or all of the words, in some ordered fashion.
As recognized herein, however, key word searching often requires a considerable amount of query result analysis by the user. That is, it remains the responsibility of the user to sift through the pages and extract the information being sought. To illustrate, suppose a user wants to find the middle name of Thomas Edison. Simply inputting the query "Thomas Edison" to a key word search engine will result in many hundreds or perhaps thousands of pages being returned, with the user being forced to wade through the result set until he or she happens upon the middle name.
In addition, key word search cannot match patterns which occur within words in text. Consider, for instance, a user who wants to find all references to .mp3 files stored on Stanford University computer systems. Searches of this kind are not possible using key word search methods.
As further recognized herein, examples such as the two postulated above can be more efficiently addressed using what is known in the art as "regular expressions", or "regexes". A regex is distinct from a key word search. Essentially, a regex is a string which defines a set of strings satisfying a pattern. A regex can be specified using a number of syntactic methods, including, e.g., that used by the tools flex, awk, and grep, or as set forth in the textbook Automata Theory, Languages, and Computation.
In the context of the above example, a user could use the following regex to efficiently find the middle name of Thomas Edison: "Thomas \a+ Edison", with "\a" meaning "any letter in the alphabet" and "+" meaning "one or more repetitions of the previous character". Thus, the expression "\a\a+" means "find strings matching the pattern Thomas [at least two letters of the alphabet] Edison", and would return only strings that have at least two letters between the words "Thomas" and "Edison". In this way, strings that have only the middle initial of Edison or no middle name at all are not returned. Only strings having at least two letters (likely to be the name "Alva") between "Thomas" and "Edison" are returned.
The present invention still further recognizes, however, that although regex matching can be used in the context of Web searching, for very large repositories like the Web, matching a regular expression using conventional regex principles can take days. Having recognized the above-noted considerations and problems, the present invention provides solutions to one or more of them as disclosed below.
To address the issues noted above, a regex query system is disclosed in which regex-based indices are first built using multigrams. When a regex query is received, the indices are used to return a set of potentially matching pages, which are then quickly and efficiently searched for matches to the regex query.
A general purpose computer is programmed according to the inventive steps herein. The invention can also be embodied as an article of manufacture—a machine component—that is used by a digital processing apparatus and which tangibly embodies a program of instructions that are executable by the digital processing apparatus to execute the present logic. This invention is realized in a critical machine component that causes a digital processing apparatus to perform the inventive method steps herein.
Accordingly, a general purpose computer includes a regular expression (regex) index generator that generates at least one multigram index, and a run time engine that receives a regex query and that accesses the index to respond to the query. The run time engine returns data from a repository of, e.g., Web pages, in response to the query. In a preferred non-limiting embodiment, a Web crawler is associated with the data repository, and the data repository includes Web pages.
As set forth in detail below, the run time engine parses the regex query and generates an execution plan based on the parsed query. Using the execution plan, potentially matching documents in the repository are found using the index. Then, the query is executed against the matching pages.
Preferably, the index includes plural keys, with each key having an associated posting list representing documents in the repository containing the key. In a preferred implementation, the keys are multigrams. The index preferably contains only minimal useful multigrams relative to a user-defined usefulness factor "c". Further, the index can be further limited to include only suffix-free minimal useful multigrams. If desired, the index can be a predicate index including multigrams representing binary numbers.
In the presently preferred embodiment the run time engine generates an execution plan based on a parsed query by rewriting a query to have only "OR" or "STAR" logical connectives. The run time engine constructs a parse tree and replaces STAR nodes in the tree with NULL, and then removes NULL nodes. In one optimization, the run time engine executes the query by performing a fall regex match only in a predetermined vicinity of an anchor in a document.
In another aspect, a computer program device includes a computer program storage device that can be read by a digital processing apparatus. A program is on the program storage device. The program includes instructions that are executable by the digital processing apparatus for executing a regex query The program can include computer readable code means for generating at least one index, and computer readable code means for accessing the index to execute a regex query.
In still another aspect, a computer-implemented method for executing a regular expression (regex) query against a data repository includes generating at least one multigram index, and receiving a regex query. The method includes accessing the index based on the query. A set of Web pages is returned based on the accessing act. The Web pages are then searched for matches to the regex query.
The details of the present invention, both as to its structure and operation, can best be understood in reference to the accompanying drawings, in which like reference numerals refer to like parts, and in which:
FIG. 1 is a schematic diagram showing the system of the present invention;
FIG. 2 is a flow chart of the overall logic;
FIG. 3 is a schematic representation of the data structure of an index;
FIG. 4 is a flow chart of the logic for constructing a multigram index;
FIG. 5 is a flow chart of the logic for constructing a predicate index;
FIG. 6 is a flow chart of the logic of a plan for accessing an index;
FIG. 7 is a schematic representation of an AND node and an OR node;
FIG. 8 is a schematic representation showing operations on a tree of the nodes shown in FIG. 7;
FIG. 9 is a schematic representation of a tree during and after generation of an index access plan;
FIG. 10 is a flow chart of the logic for plan generation; and
FIG. 11 is a flow chart of the anchoring logic for page matching.
Referring initially to FIG. 1, a system is shown, generally designated 10, for querying a data repository such as a document database or the World Wide Web for matches to regular expressions (regex). As used herein, a "regex" is used in accordance with its definition in the art, which is distinct from a conventional key word search. A regex typically defines a set of at least two strings (as opposed to a single string defined by a key word search) that satisfy a pattern defined by the regex.
To aid in understanding the disclosure, a brief summary of symbols is as follows:
any character (a period is represented
a.c matches abc
as \.)
* ("star")
zero or more repetitions of
a* matches aaa
previous character
one or more repetitions of
a+ equals aa*
previous character
zero or one repetition of
a? matches a or NULL
previous character
"or" connective
a | b matches a or b
any character in bracket
[abc] equals a\b\c
any alphabetic character
\a = [abc . . . z]
any numeric character
\d = [012 . . . 9]
any character other than
[abc] matches e but
characters in bracket
not a
As shown, the system 10 can include a conventional Web crawler 12 that accesses the World Wide Web 14 to construct a data repository 16. Thus, in one intended embodiment the data repository 16 holds Web pages, although it is to be understood that the repository 16 can generally hold a corpus of electronically-stored documents. Furthermore, it is to be understood that the character set need not be the English alphabet, but can be any collection of symbols. For example, the set {A, C, T, G, U} can encode the base elements that make up DNA and RNA in the genome of living organisms.
An index engine 18 accesses the repository 16 to build one or more indices 20 in accordance with disclosure below. The indices 20 are used by a run time matching engine 22 to respond to a regex query from a user computer 24, the query typically having been input by means of an input device 26. The query response is sent to the user computer 24 for output on an output device 28,
In one intended embodiment, the computer 24 may be a personal computer made by International Business Machines Corporation (IBM) of Armonk, N.Y., including a 450 MHz Intel Pentium� processor with 256 megabytes of memory running Red Hat 6.2 operating system. Or, the computer 24 may be any computer, including computers sold under trademarks such as AS400, with accompanying IBM Network Stations. Or, the computer 24 may be a Unix computer, or OS/2 server, or Windows NT server, or IBM RS/6000 250 workstation or an IBM laptop computer. The input device 26 can be a mouse or keyboard or voice recognition device or other input device, and the output device 28 can be a printer or monitor or other computer or computer network that is conventionally coupled to the computer 24.
With the above overview of the present architecture in mind, it is to be understood that the present logic is executed on the architecture shown in FIG. 1 in accordance with the flow charts discussed below. The flow charts herein illustrate the structure of the logic of the present invention as embodied in computer program software. Those skilled in the art will appreciate that the flow charts illustrate the structures of logic elements, such as computer program code elements or electronic logic circuits, that function according to this invention. Manifestly, the invention is practiced in its essential embodiment by a machine component that renders the logic elements in a form that instructs a digital processing apparatus (that is, a computer) to perform a sequence of function steps corresponding to those shown.
In other words, the logic may be embodied by a computer program that is executed by a processor as a series of computer-executable instructions. These instructions may reside, for example, in RAM or on a hard drive or optical drive of the system 10, or the instructions may be stored on a DASD array, magnetic tape, electronic read-only memory, or other appropriate data storage device. In an illustrative embodiment of the invention, the computer-executable instructions may be lines of compiled C++ compatible code.
Now referring to FIG. 2, the overall logic of the present invention can be seen. Commencing at block 30, the Web crawler 12 periodically downloads Web pages to the data repository 16. Moving to block 32, the indices of the present invention are constructed by the index engine 18 in accordance with disclosure below. A regex query may then be received at block 34 from the user computer 24, and the query parsed by the run time matching engine 22 at block 36 in accordance with, e.g., relational database system (RDBMS) query parsing principles known in the art and normalized into standard form. The run time matching engine 22 then generates an execution plan at block 38 as discussed further below. The indices 20 are used at block 40 by the matching engine 22 to identify pages or other documents from the repository 16 that satisfy the query. These pages are returned at block 42, and the full regex query is quickly and efficiently executed only against the matching pages at 44, such that a regex query result can then be returned to the user computer 24.
FIG. 3 illustrates a schematic data structure of an index of the present invention. As shown, a directory 46 includes plural "keys" 48, with each key being associated with a respective posting list 50. As set forth further below, the keys 48 can be multigrams. The posting lists 50 contain pointers associating the respective key 48 with documents (e.g., Web pages) 52 in the repository 16 that hold the key. The present invention envisions other ways (e.g., a hash table) of performing the key-posting and mapping set forth herein.
With the above data structure of an index in mind, reference is now made to FIG. 4, which shows how the index shown in FIG. 3 can be constructed. To understand FIG. 4, it first is to be understood that a "multigram" in the repository 16 is any k-gram that is itself a string x=x1x2x3 . . . xk of length k, where each xi is a character. If there are N data units (e.g., Web pages, or paragraphs, or pages in a corpus of documents) in the repository 16 and M of these data units contain a particular multigram "x", then the "selectivity" of the multigram "x" is M/N, and the multigram "x" is defined to be "c-useful" if its selectivity is less than a user-defined threshold c, 0≦c≦1. For brevity of disclosure a multigram can be referred to simply as "useful", it being understood that the term "useful" is relative to a user-defined threshold c.
In accordance with present principles, the user-defined threshold c is selected to balance system performance parameters, and in particular processor speed and I/O performance. For instance, if random access to data units on disk is ten times slower than sequential access, then a value of 0.1 might be selected for the threshold c. In any case, the value of the threshold c depends on the file system being used, the number of arms available for simultaneous use, the size of cache on SCSI controllers, average system load, and so on. Thus, the threshold c is a tunable parameter that is adjusted to tune system performance.
Furthermore, the present invention recognizes that if a multigram is useful, then any extension of the multigram is also useful. For instance, if the hypothetical multigram "IBM PC" is useful, then "IBM PC i", IBM PC is great", and so on are also useful. In this example, the minimal useful multigram would be "IBM PC", since it is the shortest. More generally, when collecting a set of minimal useful multigrams, no multigram in the set is a prefix of any other multigram in the set, to avoid having to index all of the useful multigrams.
Accordingly, with the above definitions in mind, commencing at block 56 in FIG. 4 minimal useful multigrams, preferably prefix-free, are found in accordance with the above definitions. It should be understood that in less preferred embodiments non-useful multigrams can also be kept. One non-limiting algorithm in high-level pseudocode that can be used to construct the set of minimal useful multigrams at block 56 is as follows:
repository 16
multigram index
k = 1, expand = {.} // .is a zero-length string
While (expand is not empty)
k-grams:= all k-grams in repository whose (k−1)-prefix ∈ expand
For each multigram x in k-grams
If sel(x)≦ Then // check selectivity
insert(x, index) // the multigram is useful
expand:=expand ∪ {x}
[3] k:=k+1
If desired the index building process can be speeded up by using random sampling of multigrams from the repository 16.
The exemplary non-limiting algorithm above finds maximal useless grams and extends all useless grams of length k to grams of length k+1, and then it evaluates which of the new set of grams are useless. The useless grams are expanded further, whereas the useful grams are minimal useful grams and are maintained in the output index, since their prefixes are all useless.
The present invention has made the recognition that any multigram that can be derived by adding something to the front of a useful multigram would (wrongly) qualify as useful as well. For instance, a multigram index might contain <a href=″k, a href=″k, href=″k, . . . =″k, with the grams <a href=″k, a href=″k, href=″k, . . . up to the last gram=″k not being useful since <a href=″ is a very common string on the Web and consequently does not have any discriminating power. The discriminating power comes from the last character k. Accordingly, at block 58 of FIG. 4, if desired in one preferred, non-limiting embodiment, only suffix-free minimal useful multigrams can be kept in the index. That is, a subset Y of a prefix free minimal useful multigram set X is also suffix free if
1. for every x ε X, either x ε Y, or ∃yεY such that y is a suffix of x.
2. Y is suffix free.
The present invention provides a second type of multigram index referred to herein as a "predicate index". FIG. 6 illustrates how to generate a predicate index. Essentially, a predicate index is an index of numeric multigrams. Consider the regex (\d\d\d)\d\d\d-\d\d\d\d, which describes a common way of writing US phone numbers. Predicate indices are useful in handling such regexs. Commencing at block 60 and considering the specific case where the set S={0, 1, . . . , 9}, a predicate P(c) is defined to be 1 if cεS, and 0 otherwise. Moving to block 62, the predicate is applied to the repository to convert the stream of characters therein into 0s and 1s, and then at block 64 the algorithm above is used to build a multigram index from this binary stream.
Having set forth the logic of the index engine 18 in constructing indices, reference is now made to the remaining figures, which show the logic of the run time engine 22. When a regex query is received, at block 66 of FIG. 6 the query is rewritten to have only OR (|) or star (*) connectives. For example, the regex [0-9] can be rewritten as 0 | 1 |. . . | 9, and C+ is equivalent to CC*. Or consider the regex query (Bill | William).*Clinton, which corresponds to the Boolean (Bill OR William) AND Clinton and which can be rewritten as (Bill | William) (a | b | c)*Clinton (it being understood that for simplicity the dot has been rewritten simply as a, b, and c instead of as the entire alphabet of characters). The problem recognized and addressed by the present invention is that not all the grams in the regex may be present in the index. Thus, the access plan must account for gram availability in the index.
Accordingly, from block 66 the logic proceeds to block 68 to construct a parse tree based on the rewritten query. An example of such a tree is shown in FIG. 8, example (a). In the parse tree, the leaf nodes correspond to the substrings/characters within the rewritten query and the internal nodes correspond to the Boolean connectives.
From this parse tree strings that can be looked up in the index are identified. Specifically, when a string includes the star connective *, the string may or may not appear in the index, so the string cannot be used for look up. Accordingly, every star connective is replaced with NULL at block 70, as shown in FIG. 8, example (b). Essentially, NULL means that no index entry can be looked up to process that part of the parse tree.
As understood herein, a NULL corresponds to a Boolean value of TRUE, since it can be satisfied by every data unit in the repository. Accordingly, when a NULL node is the child of an AND connective, the logical AND is resolved in accordance with the other child. If the NULL node is a child of an OR connective, then the sub-formula subtended at the connective is changed to NULL. In any case, the parse tree can be simplified at block 72 by eliminating NULL nodes in accordance with the above-mentioned logical operations, which are shown in tabular form in FIG. 7. The result is shown at example (c) in FIG. 8.
The logic next determines, given the index access plan output by FIG. 6 (e.g., example (c) in FIG. 8), what entries are available and how they should be accessed. Entries can be unavailable for two reasons: either the corresponding multigram is useless, or it was useful but was not a minimal useful gram or was pruned away at block 58 in FIG. 4 for maintaining an index of suffix-free multigrams. In the first case, no substring of the multigram will be in the index, whereas in the second case at least one substring will be in the index.
Accordingly, referring to the illustration provided in FIG. 9 and commencing at decision diamond 74 in FIG. 10, the logic determines whether a substring of a multigram in the index access plan is present in the index, and if not, the corresponding node in the parse tree is replaced by a NULL at block 76. If at least one substring is in the index, however, the corresponding node in the parse tree is replaced by an AND of all the available indexed substrings at block 78. The NULL nodes are processed as discussed above in relation to FIGS. 6 and 7.
In the example shown in FIG. 9, it is assumed that only the multigrams "Willi", "liam", "Clint", and "nton" are present in the index. Accordingly, as shown at example (a) in FIG. 9 and in accordance with the logic discussed above for FIG. 10, "Bill" is replaced by a NULL, "William" is replaced by an AND of its substrings appearing in the index, and "Clinton" is likewise replaced by an AND of its substrings appearing in the index. At block 80 the plan is simplified using Boolean logic. For instance, if the plan consists of a complex combination of AND and OR nodes, redundant nodes may be removed. In the example shown in FIG. 9, since a NULL node depends from an OR node, the entire OR branch with leaves of "Willi" AND "liam" is eliminated, leaving the simplified access plan of example (b) in FIG. 9. Also, the tree can be reorganized by pushing AND connectives over rare multigrams toward the leaves of the tree.
Having disclosed the preferred ways to construct an index and then access the index to execute a query during run time to return matching pages to the regex query, attention is now drawn to FIG. 11, which shows a non-limiting optimization to speed up the matching of the regex query to occurrences in the matching pages. Commencing at block 82, substrings of the regex query are identified and designated as "anchors". The anchor is searched for in the matching page being checked at block 84 by using, e.g., a Boyer-Moore algorithm for efficient search. Then, a full regex query match is performed at block 86 only in the vicinity of "anchors".
While the particular SYSTEM AND METHOD FOR REGULAR EXPRESSION MATCHING USING INDEX as herein shown and described in detail is fully capable of attaining the above-described objects of the invention, it is to be understood that it is the presently preferred embodiment of the present invention and is thus representative of the subject matter which is broadly contemplated by the present invention, that the scope of the present invention fully encompasses other embodiments which may become obvious to those skilled in the art, and that the scope of the present invention is accordingly to be limited by nothing other than the appended claims, in which reference to an element in the singular means "at least one". All structural and functional equivalents to the elements of the above-described preferred embodiment that are known or later come to be known to those of ordinary skill in the art are expressly incorporated herein by reference and are intended to be encompassed by the present claims. Moreover, it is not necessary for a device or method to address each and every problem sought to be solved by the present invention, for it to be encompassed by the present claims. Furthermore, no element, component, or method step in the present disclosure is intended to be dedicated to the public regardless of whether the element, component, or method step is explicitly recited in the claims. No claim element herein is to be construed under the provisions of 35 U.S.C. �112, sixth paragraph, unless the element is expressly recited using the phrase "means for".
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|U.S. Classification
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|May 8, 2001
Owner name: INTERNATIONAL BUSINESS MACHINES CORPORATION, NEW Y
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:CHO, JUNGHOO;RAJAGOPALAN, SRIDHAR;REEL/FRAME:012064/0776;SIGNING DATES FROM 20010423 TO 20010428
|Sep 19, 2007
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text:
Best Wireless Earbuds Under 50 Euros For Heart Touching Sound
With the official presentation of the new iPhone without a 3.5mm connector, the debate is on the table: is it time to retire the cables? The smartphone has become one of the core center for listening to music, anywhere, anytime. But do all cordless handsets meet minimum requirements and sound qualities?
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Also Read: What Is USB DAC & How It Works?
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We start with a model that is a gift for the capabilities it has. For a little more than 15 euros we take a model compatible with the profiles HFP, A2DP, APTX + EDR (up to 96KHz), with Bluetooth standard 4.1, CVC 6.0 noise cancellation – which translates into intelligent filtering of environmental noise – and The possibility of pairing with two independent devices simultaneously. They are not very comfortable, although flexible, light (just 18 grams), an 80mAh battery that supports up to 7 hours of playback and a range of operation up to 10 meters away.
Mpow Cheetah (€ 19.99)
A model a bit outdated but quite stable and solvent performance. For about 20 euros we have a model of identical technical performance to the above mentioned, with two relevant notes: they are much more comfortable – the box includes 5 pairs of stabilizers ( earbuds ), three of them waterproof – and offer a more powerful sound, with greater packing. By contrast, they go up to almost 60 grams, its battery seldom reaches 6 hours and receives signal up to 9 meters . As for qualities you will not have much to worry about: it operates in the range of 2.4 GHz, standard Bluetooth 4.1 (in addition to the 4 official profiles) and include a RSE PLC chip with a very capable performance.
Aukey EP Sport (€ 20.99)
Also compatible with the A2DP, AVRCP and Bluetooth 4.1 protocols, this small is especially popular among some users for its ergonomics. Its battery -Li-Polymer rechargeable 120mAh- offers about 5 hours of music and a charging time of less than 2 hours . Its maximum range is 10 meters and, if we had to emphasize an element, would be its perfect sound coherence: steady bass, pleasant and not very sharp treble. For this price it's hard to find anything better.
Philips MyJam Fresh Tones BT (€ 40.99)
By the hair is cast this model, the smallest of the SHB family . Good headset and best friend, offer drivers above 10mm (14.2 to be exact) which translates into thicker bass and greater sensitivity (107 dB) . Its finish is somewhat more careful than most of the mentioned: flat cable (Flexi-Grip), does not weigh 3 grams, "classic" design (intraural with vertical drop) and compatibility with version 4.1 of Bluetooth. Of course, the battery runs out in a heartbeat: only 4 hours.
In this price spectrum, we should not forget some headphones with microphones: the Sony SBH20 and Philips SHB 5100 have been around for some time and are ideal for taking calls and, although they do not offer the sound package of other models, they are more versatile thanks To its Multipoint + NFC connectivity.
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Arkansas Geographical Facts
Students participate in class research and discussion to discover 10 geographical facts about the state of Arkansas. After finding these facts, students complete a book of Arkansas Geographical Records.
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Places in Arkansas: A Tour of Our Unique State
A great lesson focuses on important cultural and historical places in the state of Arkansas. Learners are introduced to six important places in Arkansas, then create a report on a place in Arkansas. Some excellent photographs, resource...
5th - 8th Social Studies & History
Into the Wilderness: Habitat vs. Development
By studying the once-assumed extinction, then rediscovery of the Ivory-Billed Woodpecker, learners look at the physical changes that have occured in habitats throughout Arkansas. This outstanding lesson plan is chock full of terrific...
5th - 8th English Language Arts
Crowley's Ridge: An Upland in the Lowlands
Young geographers examine how Crowley's Ridge was formed. This is one Arkansa's six natural geologic divisions. The history of Crowley's Ridge is important in that the first settlers of the state were attracted to this region, and it...
5th - 8th Social Studies & History
Mapping the Americas
Celebrate the geography of the Americas and develop map skills through a series of activities focused on the Western Hemisphere. Learners study everything from earthquakes and volcanoes of the Americas and the relationship between...
3rd - 6th Social Studies & History CCSS: Adaptable
Crowley's Ridge: An Upland in the Lowlands
This clever lesson combines elements of geography, art, literature, and storytelling. Pupils take a close look at the six geographical regions of Arkansas, and pay close attention to Crowley's Ridge - which is one of the six. In groups,...
4th - 6th Visual & Performing Arts
Ozark Folk Culture and Geography in the Mountain View, Arkansas Area
Upper grade through early high schoolers develop an understanding of Ozark culture, and the geography of the Ozark Plateau. They study place, location, human environmental impacts, and movement. This interesting plan incorporates muic,...
5th - 9th Social Studies & History
Geographic Regions of Arkansas
Students examine maps that illustrate the various regions in Arkansas. They label the individual regions on a blank map that is divided into the regions and color each region a different color. Groups research a region and create a...
3rd - 5th Social Studies & History
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Can you discover whether this is a fair game?
What happens to the perimeter of triangle ABC as the two smaller circles change size and roll around inside the bigger circle?
Prove that the shaded area of the semicircle is equal to the area of the inner circle.
This is an interactivity in which you have to sort into the correct order the steps in the proof of the formula for the sum of a geometric series.
This is an interactivity in which you have to sort the steps in the completion of the square into the correct order to prove the formula for the solutions of quadratic equations.
This shape comprises four semi-circles. What is the relationship between the area of the shaded region and the area of the circle on AB as diameter?
A serious but easily readable discussion of proof in mathematics with some amusing stories and some interesting examples.
Take any rectangle ABCD such that AB > BC. The point P is on AB and Q is on CD. Show that there is exactly one position of P and Q such that APCQ is a rhombus.
It is obvious that we can fit four circles of diameter 1 unit in a square of side 2 without overlapping. What is the smallest square into which we can fit 3 circles of diameter 1 unit?
This article invites you to get familiar with a strategic game called "sprouts". The game is simple enough for younger children to understand, and has also provided experienced mathematicians with. . . .
Prove Pythagoras' Theorem using enlargements and scale factors.
Here the diagram says it all. Can you find the diagram?
Three equilateral triangles ABC, AYX and XZB are drawn with the point X a moveable point on AB. The points P, Q and R are the centres of the three triangles. What can you say about triangle PQR?
The first of two articles on Pythagorean Triples which asks how many right angled triangles can you find with the lengths of each side exactly a whole number measurement. Try it!
Show that x = 1 is a solution of the equation x^(3/2) - 8x^(-3/2) = 7 and find all other solutions.
A point moves around inside a rectangle. What are the least and the greatest values of the sum of the squares of the distances from the vertices?
A blue coin rolls round two yellow coins which touch. The coins are the same size. How many revolutions does the blue coin make when it rolls all the way round the yellow coins? Investigate for a. . . .
This is the second article on right-angled triangles whose edge lengths are whole numbers.
The largest square which fits into a circle is ABCD and EFGH is a square with G and H on the line CD and E and F on the circumference of the circle. Show that AB = 5EF. Similarly the largest. . . .
The picture illustrates the sum 1 + 2 + 3 + 4 = (4 x 5)/2. Prove the general formula for the sum of the first n natural numbers and the formula for the sum of the cubes of the first n natural. . . .
This article discusses how every Pythagorean triple (a, b, c) can be illustrated by a square and an L shape within another square. You are invited to find some triples for yourself.
Some puzzles requiring no knowledge of knot theory, just a careful inspection of the patterns. A glimpse of the classification of knots and a little about prime knots, crossing numbers and. . . .
Three points A, B and C lie in this order on a line, and P is any point in the plane. Use the Cosine Rule to prove the following statement.
Four identical right angled triangles are drawn on the sides of a square. Two face out, two face in. Why do the four vertices marked with dots lie on one line?
Investigate the number of points with integer coordinates on circles with centres at the origin for which the square of the radius is a power of 5.
Can you work through these direct proofs, using our interactive proof sorters?
Can you make sense of the three methods to work out the area of the kite in the square?
Can you make sense of these three proofs of Pythagoras' Theorem?
Use this interactivity to sort out the steps of the proof of the formula for the sum of an arithmetic series. The 'thermometer' will tell you how you are doing
Professor Korner has generously supported school mathematics for more than 30 years and has been a good friend to NRICH since it started.
Take a complicated fraction with the product of five quartics top and bottom and reduce this to a whole number. This is a numerical example involving some clever algebra.
The final of five articles which containe the proof of why the sequence introduced in article IV either reaches the fixed point 0 or the sequence enters a repeating cycle of four values.
Start with any whole number N, write N as a multiple of 10 plus a remainder R and produce a new whole number N'. Repeat. What happens?
Solve this famous unsolved problem and win a prize. Take a positive integer N. If even, divide by 2; if odd, multiply by 3 and add 1. Iterate. Prove that the sequence always goes to 4,2,1,4,2,1...
Try to solve this very difficult problem and then study our two suggested solutions. How would you use your knowledge to try to solve variants on the original problem?
Peter Zimmerman, a Year 13 student at Mill Hill County High School in Barnet, London wrote this account of modulus arithmetic.
Explore what happens when you draw graphs of quadratic equations with coefficients based on a geometric sequence.
An account of methods for finding whether or not a number can be written as the sum of two or more squares or as the sum of two or more cubes.
Take a number, add its digits then multiply the digits together, then multiply these two results. If you get the same number it is an SP number.
An article which gives an account of some properties of magic squares.
This article looks at knight's moves on a chess board and introduces you to the idea of vectors and vector addition.
L triominoes can fit together to make larger versions of themselves. Is every size possible to make in this way?
The twelve edge totals of a standard six-sided die are distributed symmetrically. Will the same symmetry emerge with a dodecahedral die?
This article extends the discussions in "Whole number dynamics I". Continuing the proof that, for all starting points, the Happy Number sequence goes into a loop or homes in on a fixed point.
By proving these particular identities, prove the existence of general cases.
If I tell you two sides of a right-angled triangle, you can easily work out the third. But what if the angle between the two sides is not a right angle?
It is impossible to trisect an angle using only ruler and compasses but it can be done using a carpenter's square.
We only need 7 numbers for modulus (or clock) arithmetic mod 7 including working with fractions. Explore how to divide numbers and write fractions in modulus arithemtic.
Prove that you cannot form a Magic W with a total of 12 or less or with a with a total of 18 or more.
The country Sixtania prints postage stamps with only three values 6 lucres, 10 lucres and 15 lucres (where the currency is in lucres).Which values cannot be made up with combinations of these postage. . . .


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Meridian Community College work study
Think about what career is best suited for you, and where you want to study. Request more information now.
Think about what career is best suited for you, and where you want to study. Request more information now.
Think about what career is best suited for you, and where you want to study. Request more information now.
Get the facts about Meridian Community College work study, and registering for elective seminars and lectures. Which college degrees give you the best chances of finding employment after graduation? Given a business management degree, you may find your niche in operations, human resources, sales, or advertising. Concentrating on Meridian Community College work study, for example, you may gain an advantage in corporate recruiting being done on-campus. Check with the workforce development department for course registration deadlines, and career training program requirements. Please use the form above to request admissions info for Meridian Community College.
As the economy improves, many firms are beginning to hire. Companies are in need of candidates that can fill a particular job position, so set up an introductory meeting to ask questions about the firm's history, and current business opportunities. Review your prior work experiences, internships, volunteer experience, interests and hobbies. For each item on your list, identify the skills and knowledge you developed, because many skills are transferable to the job you're applying for.
Before a first interview, analyze the open position that you are applying for. Review the job description carefully, and highlight both the employment qualifications and job responsibilities. At the same time, learn as much as you can about the company's mission, corporate services, product lists, and main competitors. Start your research on the company's website, then do an article search on Google, and attend career information sessions and job fairs that are held on campus. Beyond major requirements within the workforce development department, you may consider Middlesex County College study guide as a complementary elective to your primary course of study.
PeopleFirst Florida HR
Acts as liaison with OCHD legal staff and assists in coordinating OSTDS enforcement actions for commercial projects..
2 days ago Junior Financial Analyst
Finance, Math, Business, Economics, etc. We desire candidates that are highly driven, hungry to learn, and possess a passion for finance and real estate capital..
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Ensures the quality and accuracy of a variety of geographic information system data, including researching and revising maps and data from other data sources..
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Knowledge of business English, spelling, punctuation, office practices and procedures. The Housekeeping Office Coordinator will be responsible for a wide..
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Welcome to one of the toughest and most fulfilling ways to help people, including yourself. Frequent speaking, listening using a headset, sitting, use of hands..
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Checks identity of unknown persons on grounds & nature of their business; The mission of the Ohio Department of Mental Health and Addiction Services (OhioMHAS)..
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So Southern Sirens Music will be warming up Bruno Mars at the Congo 14 Fest. This is a benefit for the Muhammed Ali Center in Louisville, KY coming up in September. If you use the promo code Ali when you order tickets you get them for $50.
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Theres a great article on Scottish agnecy 'The Gate's' website about the rise of arts and crafts in advertising. Moving away from digital to stand out from the crowd, one of my favourites at the moment is the current Orange advertising featuring these little fellows:
The creative industries are moving away from the rigidity of digital design, back to an arts and crafts approach. Now many creatives are rejecting 2-dimensional visuals, type, images and illustrations, and embracing DIY instead. Here, Jill Murphy, Art Director from The Gate Worldwide, showcases some of the best 3-D work. • using paper in a 3-dimensional form (eg origami), rather than just for printing • creating typography out of a variety of objects, arranging them to create the letter forms • adding character to objects by giving them a face through illustration to create installation art Typography has been something which lends itself well to a 3-D transformation, my particular favourites being the YCN alphabet and Stefan Sagmeister's Things I Have Learned in My Life So Far. Breaking it away from the traditional grid system and rules of typography has been refreshing to see and has introduced an element of fun to that is often considered to be a regimented area of design. Read more on the Gate's blog


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TVDinners.com (Logo Included)
Multi Billion dollar industry in delivery package foods alone
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consumption at least once a week.
Every now and then a nice one word dot com is released This is one of them.
chance for marketers to use in their industry This is one of them.
This could be the most popular website in the world for information on TV Dinners
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business waiting to be developed.
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The power of exact-match domain names (EMDs) to instantly create business credibility, increase organic rankings in search engine results, and generate type-in traffic by potential customers.
A change in business and domain name from brandable http://Beep.com.au to exact-match http://CarLoans.com.au produced a 66 percent increase in sales turnover, driving their business from a $60 million company to $100 million in only five months.
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As with any Logo or domain purchase buyer should do their own due diligence, expressly agrees that it is purchasing rights at its sole risk.All sales final.Seller disclaims all warranties of any kind, whether express or implied, including but not limited to, any implied warranty of merchantability, fitness for any particular purpose or non-infringement of any third party intellectual property right.
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The Lord is my shepherd, I lack nothing.
He makes me lie down in green pastures,
He leads me beside still waters,
He refreshes my soul.
He guides me along the right paths for his name's sake.
Psalms 23: 1-3
The story of our three sons and our adoption journey to our daughter in Ethiopia.


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text: Indigenous People Biography Articles Sign in / sign up and request update access to the Indigenous People profile. CD/LP/Track Review Unite by AAJ Staff Read more articles Discography Recent Releases N.G.G.R. Please Flavateria 2003 buy Unite Jazzateria 2001 buy Similar Abraham Burton sax, alto Marc Cary piano Manu Dibango saxophone Budos Band band/orchestra


text: «Lost» – Season 1 Episode 16 watch onlineEpisode Title: «Outlaws»Episode Released: 02.16.2005Season number: 1Episode number: 16Episode Description:Beware, spoilers! To read - hover over the text. Soar hunts for wild boar, which went through the night in his tent. Sayid reassures Charlie, at the request of Hurley. Soara covered memories of life in Australia.Lost – episodes release datesTV ShowsCopyright holders© 2016-2017 | Popcornwatch.com | All rights reserved


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More flowers
River Sparks
Noah Pearce
The Royal baby bump is on full display.
Duchess Kate made her first official public appearance as a mom-to-be with her hands protectively covering her growing baby bump. Kate visited a rehab center in London and stole the show in a figure hugging Max Mara dress.


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Global Chat: How should studios sunset MMOs?
When it comes time for whatever reason to put an MMORPG to pasture, how should a studio do it? For Brian "Psychochild" Green, this question is not merely academic. Green has been through an MMO sunset twice with Meridian 59, and in an interesting essay he talks about the difficult choices involved in the process.
"Let's say you've decided to shut down a game. When do you announce the shutdown? Again, cold, hard reality means that you probably want to give as little time between announcement and closure as possible. First, some players may buy into the game a little more before the announcement, although some of these players will probably seek refunds. […] The other big issue is the amount of time you have to officially deal with the fuss from the remaining players about closing down the game."
It's not all depressing sunset talk in today's tour of the MMO blogosphere! We've got unconventional takes on classes, comparisons of PvP styles, cries for gaming assistance, and more waiting for you in today's blog roundup.


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This gentle soap by BVLGARI is fragranced with the serene and soothing scent Eau Parfumee au the blanc. Its soft, rich, lathering formula is ideal for both men and women, cleansing the skin while hydrating. Brand: BVLGARI. Style Name: Bvlgari 'Eau Parfumee - Au The Blanc' Deluxe Soap. Style Number: 120335. Available in stores.
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A Grim World for Land and Environmental Defenders
- Robin Palmer
31 July 2017
- 0 Comments
Back in 2002 my Oxfam colleague Thalia Kidder, a Latin America specialist, arranged for me to visit organizations working on land rights in Honduras and Guatemala en route to an Oxfam conference in Haiti. I have never forgotten that visit. The worst that could happen to the land activists I then worked with in parts…


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United States » Colorado » Arts Entertainment Events » Comedy
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Compressed Air Supply is another example of the unique and innovative solutions that IAC provides to the industrial compressed air market since 1991.
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Vice President (North Region): Steve Briscoe
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