#! /usr/local/bin/python2.3 # Part of the SpamBayes project. Released under the Python Software # Foundation license; see http://www.python.org/ import os, sys, re, random, textwrap from spambayes import storage from spambayes import tokenizer __author__ = "Richie Hindle " headerTemplate = """To: %(To)s From: %(From)s Subject: %(Subject)s Date: %(Date)s """ # Create a fresh bayes object to train and classify. FILENAME = '__hammer.db' try: os.remove(FILENAME) except OSError: pass bayes = storage.open_storage(FILENAME, True) def train(text, isSpam): """Trains the classifier on the given text.""" tokens = tokenizer.tokenize(text) bayes.learn(tokens, isSpam) def classify(text): """Classifies the given text, returning the spamprob.""" tokens = tokenizer.tokenize(text) return bayes.spamprob(tokens) def makeMessage(isSpam): """Builds a fake email message full of random words taken from a selection of ham and spam messages.""" # Which set of message shall we base this message on? if isSpam: messages = spam else: messages = ham # Take the headers from one of the messages. messageIndex = random.randrange(3) headers = headerTemplate % messages[messageIndex] # Build a body made from a random selection of words from each message # plus a few purely random words. bodyWords = [] for i in range(3): body = messages[i]['Body'] for j in range(10): offset = random.randrange(len(body) - 50) bodySection = body[offset:offset+50] bodyWords.extend(re.findall(r'[^\s]+', bodySection)) # Add a few purely random words. for i in range(5): aToZ = 'abcdefghijklmnopqrstuvwxyz' wordLength = random.randrange(3, 8) word = ''.join([random.choice(aToZ) for j in range(wordLength)]) bodyWords.append(word) body = '\n'.join(textwrap.wrap(' '.join(bodyWords))) # Build a message and return it. return headers + body def hammer(): """Trains and classifies repeatedly.""" global bayes wellFlushed = False for i in range(1, 1000000): # Train. isSpam = random.choice([True, False]) train(makeMessage(isSpam), isSpam) # Every thousand messages or so, flush the DB to disk. if random.randrange(1000) == 1: print "Flushing." bayes.store() if i > 500: wellFlushed = True # Classify. isSpam = random.choice([True, False]) prob = classify(makeMessage(isSpam)) if i < 10 or i % 100 == 0: print "%6.6d: %d, %.4f" % (i, isSpam, prob) # Every thousand messages or so, reopen the DB without closing it. # The way this works will open the new instance before the existing # one goes away, which can cause a DBRunRecoveryError. Versions up # to 1.0a5 had a bug in that did this, but people were still # reporting DBRunRecoveryErrors in 1.0a6, so I don't think we can # call it fixed. # We don't do this within the first few hundred messages, or before # the DB has been flushed, because that can give a "hamcount > nham" # error. Despite this, you still see those errors. Either I've got # something badly wrong, or they're the result of corrupt databases # that aren't caught by bsddb and turned into DBRunRecoveryErrors. if wellFlushed and random.randrange(1000) == 1: print "Re-opening." bayes = storage.open_storage(FILENAME, True) def test(): """Print a random ham message and a random spam message.""" print makeMessage(False) print print makeMessage(True) ham = [ { 'To': """, """, 'Subject': """RE: [spambayes-dev] Experimental SpamBayes build available""", 'From': """"Tony Meyer" """, 'Date': """Wed, 31 Dec 2003 11:51:29 +1300""", 'Body': """[I'll leave the install stuff for Mark, but I can sort out the rest of these]. > The ini file for the proxy appeared in "C:\Documents and > Settings\rjh\Application Data\SpamBayes\Proxy" as you'd > expect, but the database and cache directories appeared in > "C:\Program Files\SpamBayes\bin". Did the ini file have the appropriate [Storage] lines in it? It's meant to add them in there, storing the directories in that directory, too. You didn't already have an ini file in there, did you? (It only adds those lines if it's a new file, so that it doesn't overwrite someone's settings). > I'd question whether > we need the Stop/Start command - why would I want the tray > icon to stay there but the application to not run? I was thinking this just yesterday. I'm not sure what the original reasoning behind having it was (and it may have been me that put it there ;). +1 to getting rid of it, unless someone does know the reasoning. We can dump the 'stopped' icon, then, too. (I'd like to see a '!' icon, though, which appeared when there were important status messages to review). > After training through the web interface, the home page still > says "Database has no training information ..." even though > the stats say "Total emails trained: Spam: 3 Ham: 18". Good spotting. I've checked in a fix for this. > Defaulting the "Maximum results" field in the Find pane to 1 > seems wrong. It made sense when all you could do was search > for a message ID (because they're unique) but if I'm > searching for text, I'll want to see all the hits. Fair enough. Line 435 of ui.html; change it to whatever you like most :) > The Find pane only looks in the unknown cache, so it won't > find anything once you've trained. It ought to look in the > ham and spam caches as well. Are you positive? The code has it looking in all three, and a quick test here had it finding messages in more than one. > I deliberately induced a false positive (by training on a > thousand spams with no hams trained) then corrected it via > the Review page, and the statistics now say "1 being false > negatives" (plural: ack!) and "0 being false positives". > That's the wrong way round. Opps, my bad. I've checking in a fix for this. I think I've fixed all the plurals, too. If you've still got that false positive statistic around, could you give it a run from cvs? =Tony Meyer """, }, { 'To': """'spambayes@python.org'" """, 'Subject': """[Spambayes] Spambayes Software and SPAM folder""", 'From': """Lily Cornely """, 'Date': """Tue, 30 Dec 2003 16:18:03 -0500""", 'Body': """Someone here told me that you need to not delete your SPAM folder as the software needs it to know what is "spam". Is this correct? This would seem to be a flaw as this file will build up dramatically over time and be impossible to manage. Please advise. Can I empty my SPAM folder - or not? Lily Cornely Marketing Consultant CL Fund 1920 Gulf Tower 707 Grant Street Pittsburgh, PA 15219 412.201.2450 412.201.2451 - Fax lcornely@clfund.com _______________________________________________ Spambayes@python.org http://mail.python.org/mailman/listinfo/spambayes Check the FAQ before asking: http://spambayes.sf.net/faq.html""" }, { 'To': """""", 'Subject': """January Sale - up to 50% off!""", 'From': """"Firebox.com" """, 'Date': """Wed, 31 Dec 2003 15:41:46 GMT""", 'Body': """ Firebox.com #55 - January Sale - up to 50% off!
if you can't read this newsletter properly, click here

firebox.com

Firebox.com Newsletter #55 - January Sale! Up to 50% off!

January Sale - up to 50% off!

Christmas is over for another year but we are still full of seasonal cheer! In time-honoured January Sale tradition we have slashed prices on a wide range of products, just a few of which are featured below. Be sure to check the January Sale page for the full list of bargains!

January Sale - Save Up To 50%!

Atari Classics 10-in-1

Atari 10-in-1
was £24.95
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Desktop Rover

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SiPix Pocket DV Camcorder

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save £10!

Pocket DV3

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Micro Spinster

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save £10!


Check out the other great deals!

Hurry - all offers only available while stocks last! Sale ends January 15th, 2004.

Competition Time

WIN a "Zorbing" experience with Stuck on You!

Stuck On You

Outrageous comedy and a lot of heart are joined at the hip in Stuck on You, the latest envelope-pushing exercise in hilarity from The Farrelly Brothers (There's Something About Mary, Dumb and Dumber). To celebrate the launch of the movie (in cinemas from 2nd January 2004) we are offering the chance for you and a partner to get 'stuck together' inside a huge bouncy ball and launched down a 300 metre hill! Yes, it is fun, really! enter…

Film Festival Winner!

Gavin Smith is the Firebox Film Festival Winner!

Into The Game Screenshot The voting was very close, but in the end the clear winner was Gavin Smith from Edinburgh with his epic of videogame immersion, "Into The Game". Congratulations to Gavin and his brother (who stars in the movie), who will receive £1000 of Firebox Vouchers!

Congratulations to all the shortlisted entrants, who will each receive £200 in Firebox vouchers, and thanks to everyone who entered - there were loads of great movies submitted and we look forward to doing it all again next year.

Happy New Year, see you in 2004!


The Firebox Team
www.firebox.com
0870 241 4289

To tell us anything: info@firebox.com

Please don't reply to this email - to stop receiving the Firebox.com newsletter, click here. This email was sent to: richie@entrian.com

. """ } ] spam = [ { 'To': """nince@email.msn.com""", 'Subject': """Big Savings On Entertainment""", 'From': """"maya" """, 'Date': """Sat, 16 Apr 2039 06:37:54 -0500""", 'Body': """Dear nince ,

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 CLICK HERE FOR MORE INFO [&] """ }, { 'To': """richie@sundog.demon.co.uk""", 'Subject': """Richie Joint Problems?""", 'From': """"Lorene Harris" """, 'Date': """Wed, 31 Dec 69 19:00:18 GMT""", 'Body': """8.8 percent increase in muscle mass. Enhanced sexual performance. Wrinkle reduction and smoother skin. 14.4 percent loss of fat. Hair re-growth and strengthening. Higher energy levels. increased physical strength. Elimination of cellulite and excess fat. Sharper vision. And much more ... 90 Day test! This proven discovery has been reported on by the New England Journal of Medicine. Forget aging and dieting forever. And it's Guaranteed to take our Test http://www.happyhealthyfun.biz/?f=cgi-bin/cp-app.cgi?rrc=N&pg=prod&ref=hgh&affl=lowride gone http://www.happyhealthyfun.biz/?f=delist.html""" }, { 'To': """richie@entrian.com""", 'Subject': """wer them""", 'From': """"" """, 'Date': """Sat, 29 Nov 2003 00:07:40 +0400""", 'Body': """A recent survey by Nielsen/Netratings says that "The Internet population is rapidly approaching one Billion'people!" SO WHAT DOES THIS MEAN TO YOU? Let's assume that every person has only one E-mail address .. that's 500 million potential customers and growing! In addition, E-mail is without question the most powerful method of distributing information on the face of the earth. Well, I think you get the picture. The numbers and potential are just staggering, but it gets even better .. I am making a minimum of $3,000.00 a week sending email. Suppose I told you that you could start your own E-mail business today and enjoy these benefits: * All Customers Pay You In Cash!!! * You Will Sell A Product Which Costs Nothing to Produce! * Your Only Overhead is Your Time! * You Have 100s of Millions of Potential Customers!!! * You Get Detailed, Easy to Follow Startup Instructions! AND THIS IS JUST THE TIP OF THE ICEBERG .. As you read on you'll discover how this program that millions of people saw on TV is paying out a half million dollars, every 4 to 5 months for people working from home, for an investment of only $25 US Dollars expense, one time. ALL THANKS TO THE COMPUTER AGE .. AND THE INTERNET! If you want to find out how this works, simply read the REST of the story.. This HONESTLY WORKS, don't make the same mistake I made. I deleted this 4-5 times before finally giving it a try. Within 2 weeks the orders (money) started coming in just like the plan below said it would. Give it a try!! You will be glad you did. _________________________________ First read about how a 15 year old made $71,000. See below.... AS YOU SAW IT ON NATIONAL TV: This is the media report. ********************************************* PARENTS OF 15 - YEAR OLD - FIND $71,000 CASH HIDDEN IN HIS CLOSET! ********************************************* Does this headline look familiar? Of course it does. You most likely have just seen this story recently featured on a major nightly news program. His mother was cleaning and putting laundry away when she came across a large brown paper bag that was suspiciously buried beneath some clothes and a skateboard in the back of her 15-year-old sons closet. Nothing could have prepared her for the shock she got when she opened the bag and found it was full of cash. Five-dollar bills, twenties, fifties and hundreds - all neatly rubber-banded in labeled piles. "My first thought was that he had robbed a bank", says the 41-year-old woman, "There was over $71,000 dollars in that bag -- that's more than my husband earns in a year". The woman immediately called her husband at the car- dealership where he worked to tell him what she had discovered. He came home right away and they drove together to the boys school and picked him up. Little did they suspect that where the money came from was more shocking than actually finding it in the closet. As it turns out, the boy had been sending out, via E-mail, a type of "Report" to E-mail addresses that he obtained off the Internet. Everyday after school for the past 2 months, he had been doing this right on his computer in his bedroom. "I just got the E-mail one day and I figured what the heck, I put my name on it like the instructions said and I started sending it out", says the clever 15-year-old. The E-mail letter listed 5 addresses and contained instructions to send one $5 dollar bill to each person on the list, then delete the address at the top and move the others addresses down, and finally to add your name to the top of the list. The letter goes on to state that you would receive several thousand dollars in five-dollar bills within 2 weeks if you sent out the letter with your name at the top of the 5-address list. "I get junk E-mail all the time, and really did not think it was going to work", the boy continues. Within the first few days of sending out the E-mail, the Post Office Box that his parents had gotten him for his video-game magazine subscriptions began to fill up with not magazines, but envelopes containing $5 bills. "About a week later I rode [my bike] down to the post office and my box had 1 magazine and about 300 envelops stuffed in it. There was also a yellow slip that said I had to go up to the [post office] counter. I thought I was in trouble or something (laughs)". He goes on, "I went up to the counter and they had a whole box of more mail for me. I had to ride back home and empty out my backpack because I could not carry it all". Over the next few weeks, the boy continued sending out the E-mail. "The money just kept coming in and I just kept sorting it and stashing it in the closet, barely had time for my homework". He had also been riding his bike to several of the banks in his area and exchanging the $5 bills for twenties, fifties and hundreds. "I didn't want the banks to get suspicious so I kept riding to different banks with like five thousand at a time in my backpack. I would usually tell the lady at the bank counter that my dad had sent me in to exchange the money and he was outside waiting for me. One time the lady gave me a really strange look and told me that she would not be able to do it for me and my dad would have to come in and do it, but I just rode to the next bank down the street (laughs)." Surprisingly, the boy did not have any reason to be afraid. The reporting news team examined and investigated the so-called "chain-letter" the boy was sending out and found that it was not a chain-letter at all. In fact, it was completely legal according to US Postal and Lottery Laws, Title 18, Section 1302 and 1341, or Title 18, Section 3005 in the US code, also in the code of federal regulations, Volume 16, Sections 255 and 436, which state a product or service must be exchanged for money received. Every five-dollar bill that he received contained a little note that read, "Please send me report number XYX".This simple note made the letter legal because he was exchanging a service (A Report on how-to) for a five-dollar fee. [This is the end of the media release. If you would like to understand how the system works and get your $71,000 - please continue reading. What appears below is what the 15 year old was sending out on the net - YOU CAN USE IT TOO - just follow the simple instructions]. ________________________________________________________ This is the letter you have been hearing about on the news lately. Due to the popularity of this letter on the Internet, a national weekly news program recently devoted an entire show to the investigation of this program described below, to see if it really can make people money. The show also investigated whether or not the program was legal. Their findings proved once and for all that there are "absolutely NO Laws prohibiting the participation in the program and if people can follow the simple instructions, they are bound to make some mega-bucks with only $25 out of pocket cost". DUE TO THE RECENT INCREASE OF POPULARITY & RESPECT THIS PROGRAM HAS ATTAINED, IT IS CURRENTLY WORKING BETTER THAN EVER. ____________________________________________________________ This is what one had to say: " Thanks to this profitable opportunity. I was approached many times before but each time I passed it up each time before this. I am so glad I finally joined just to see what one could expect in return for the minimal effort and money required. To my astonishment, I received a total of $610,470.00 in 21 weeks, with money still coming in". Pam Hedland, Fort Lee,New Jersey. _______________________________________________________________ Here is another testimonial: "This program has been around for a long time but I never believed in it. But one day when I received this again in the mail I decided to gamble my $25 on it. I followed the simple instructions and wallaa ..... 3 weeks later the money started to come in. First month I only made $240.00 but the next 2 months after that made a total of $290,000.00. So far, in the past 8 months by re-entering the program, I have made over $710,000.00 and I am playing it again. The key to success in this program is to follow the simple steps and NOT change anything." __________________________________________________ -- PRINT THIS NOW FOR YOUR FUTURE REFERENCE -- FOLLOW THE SIMPLE INSTRUCTION BELOW AND YOUR FINANCIAL DREAMS WILL COME TRUE, GUARANTEED! __________________________________________________ INSTRUCTIONS ---- Order all 5 reports shown on the list below ---- For each report, send $5 CASH, THE NAME & NUMBER OF THE REPORT YOU ARE ORDERING and YOUR E-MAIL ADDRESS to the person whose name appears ON THAT LIST next to the report. MAKE SURE YOUR RETURN ADDRESS IS ON YOUR ENVELOPE TOP LEFT CORNER in case of any mail problems. -- When you place your order, make sure you order each of the 5 reports. -- You will need all 5 reports so that you can save them on your computer and resell them. YOUR TOTAL COST $5 X 5=$25.00. Within a few days you will receive, via e-mail, each of the 5 reports from these 5 different individuals. Save them on your computer so they will be accessible for you to send to the 1,000's of people who will order them from you. Also make a floppy of these reports and keep it on your desk in case something happens to your computer. IMPORTANT - DO NOT alter the names of the people who are listed next to each report, or their sequence on the list, in any way other than what is instructed below in step " 1 through 6 " or you will loose out on majority of your profits. Once you understand the way this works, you will also see how it does not work if you change it. Remember, this method has been tested, and if you alter, it will NOT work !!! People have tried to put their friends/relatives names on all five thinking they could get all the money. But it does not work this way. Believe us, we all have tried to be greedy and then nothing happened. So Do Not try to change anything other than what is instructed. Because if you do, it will not work for you. Remember, honesty reaps the reward!!! 1.... After you have ordered all 5 reports, take this advertisement and REMOVE the name & address of the person in REPORT #5. This person has made it through the cycle and is no doubt counting their fortune. 2.... Move the name & address in REPORT # 4 down TO REPORT # 5. 3.... Move the name & address in REPORT # 3 down TO REPORT # 4. 4.... Move the name & address in REPORT # 2 down TO REPORT # 3. 5.... Move the name & address in REPORT # 1 down TO REPORT # 2 6.... Insert YOUR name & address in the REPORT # 1 Position. -- PLEASE PRINT every name & address clearly -- ____________________________________________________________ -- Take this entire letter, with the modified list of names, and save it on your computer. DO NOT MAKE ANY OTHER CHANGES. Save this on a disk as well just in case you loose any data. To assist you with marketing your business on the internet, the 5 reports you purchase will provide you with invaluable marketing information which includes how to send bulk e-mails legally, where to find thousands of free classified ads and much more. There are 2 Primary methods to get this venture going: METHOD # 1: BY SENDING BULK E-MAIL LEGALLY ______________________________________________________________ Let's say that you decide to start small, just to see how it goes, and we will assume You and those involved send out only 5,000 e-mails each. Let's also assume that the mailing receive only a 0.2% response (the response could be much better but lets just say it is only 0.2%. Also many people will send out hundreds of thousands e-mails instead of only 5,000 each).Continuing with this example, you send out only 5,000 e-mails. With a 0.2% response, that is only 10 orders for report # 1 Those 10 people responded by sending out 5,000 e-mail each for a total of 50,000. Out of those 50,000 e-mails only 0.2% responded with orders. That's=100 people responded and ordered Report # 2. Those 100 people mail out 5,000 e-mails each for a total of 500,000 e-mails. The 0.2% response to that is 1000 orders for Report # 3. Those 1000 people send out 5,000 e-mails each for a total of 5 million e-mails sent out. The 0.2% response to that is 10,000 orders for Report! # 4. Whose 10,000 people send out 5,000 e-mails each for a total of 50,000,000 (50 million) e-mails. The 0.2% response to that is 100,000 orders for Report # 5 THAT'S 100,000 ORDERS TIMES $5 EACH=$500,000.00 (half million). Your total income in this example is: 1..... $50 + 2..... $500 + 3.....$5,000 + 4..... $50,000 + 5..... $500,000 ........ Grand Total=$555,550.00 NUMBERS DO NOT LIE. GET A PENCIL & PAPER AND FIGURE OUT THE WORST POSSIBLERESPONSES AND NO MATTER HOW YOU CALCULATE IT, YOU WILL STILL MAKE A LOT OF MONEY ! ____________________________________________________________ REMEMBER FRIEND, THIS IS ASSUMING ONLY 10 PEOPLE ORDERING OUT OF 5,000 YOU MAILED TO. Dare to think for a moment what would happen if everyone or half or even one 4th of those people mailed 100,000 e-mails each or more? There are over 150 million people on the Internet worldwide and counting. Believe me, many people will do just that, and more! METHOD # 2 : BY PLACING FREE ADS ON THE INTERNET _____________________________________________________________ Advertising on the net is very very inexpensive and there are hundreds of FREE places to advertise. Placing a lot of free ads on the Internet will easily get a larger response. We strongly suggest you start with Method # 1and add METHOD # 2 as you go along. For every $5 you receive, all you must do is e-mail them the Report they ordered. That's it. Always provide same day service on all orders. This will guarantee that the e-mail they send out, with your name and address on it, will be prompt because they can not advertise until they receive the report. ------------------ AVAILABLE REPORTS -------------------- ORDER EACH REPORT BY ITS NUMBER & NAME ONLY. Notes: Always send $5 cash (U.S. CURRENCY) for each Report. Checks NOT accepted. Make sure the cash is concealed by wrapping it in at least 2 sheets of paper. On one of those sheets of paper, Write the NUMBER & the NAME of the Report you are ordering, YOUR E-MAIL ADDRESS and your name and postal address. PLACE YOUR ORDER FOR THESE REPORTS NOW. ____________________________________________________ REPORT #1 "The Insider's Guide to Advertising for Free on the Net" Order Report #1 from: Sean Lockman 3946 SW Pendleton St. Portland, OR 97221 USA _______________________________________________________________ REPORT #2 "The Insider's Guide to Sending Bulk e-mail on the Net" Order Report #2 from: Steve Hunter 10314 Southport Houston, Texas 77089 USA _________________________________________________________ REPORT #3 "The Secret to Multilevel marketing on the Net" Order Report #3 from: Angela Friermuth 6804 112th Ave East Puyallup, WA 98372 USA _______________________________________________________________ REPORT #4 "How to become a millionaire utilizing MLM & the Net" Order Report #4 from: M.W.T. PMB 285 344-5 RT 9 Lanoka Harbor, NJ 08734 USA _________________________________________________ REPORT #5 "HOW TO SEND 1 MILLION E-MAILS FOR FREE" Order Report #5 from: Thomas C. Makowski 501 Harding Ave Bayville, NJ 08721 USA __________________________________________________________________ *********** YOUR SUCCESS GUIDELINES *********** Follow these guidelines to guarantee your success: -- If you do not receive at least 10 orders for Report #1 within 2 weeks, continue sending e-mails until you do. -- After you have received 10 orders, 2 to 3 weeks after that you should receive 100 orders or more for REPORT # 2. If you did not, continue advertising or sending e-mails until you do. -- Once you have received 100 or more orders for Report # 2, YOU CAN RELAX, because the system is already working for you, and the cash will continue to roll in ! THIS IS IMPORTANT TO REMEMBER: Every time your name is moved down on the list, you are placed in front of a Different report. You can KEEP TRACK of your PROGRESS by watching which report people are ordering from you. IF YOU WANT TO GENERATE MORE INCOME SEND ANOTHER BATCH OF E-MAILS AND START THE WHOLE PROCESS AGAIN. There is NO LIMIT to the income you can generate from this business! ______________________________________________________ FOLLOWING IS A NOTE FROM THE ORIGINATOR OF THIS PROGRAM: You have just received information that can give you financial freedom for the rest of your life, with NO RISK and JUST A LITTLE BIT OF EFFORT. You can make more money in the next few weeks and months than you have ever imagined. Follow the program EXACTLY AS INSTRUCTED. Do Not change it in any way. It works exceedingly well as it is now. Remember to e-mail a copy of this exciting report after you have put your name and address in Report #1 and moved others to #2 thru # 5 as instructed above. One of the people you send this to may send out 100,000 or more e-mails and your name will be on every one of them. Remember though, the more you send out the more potential customers you will reach. ___________________________________________________________________ So my friend, I have given you the ideas, information, materials and tools. IT IS UP TO YOU NOW ! ORDER YOUR REPORTS TODAY AND GET STARTED ON YOUR ROAD TO FREEDOM. THERE IS NO NEED TO RESPOND TO THIS E-MAIL IF YOU DO NOT WISH TO RECEIVE FURTHER CORRESPONDENCE. THIS IS A ONETIME E-MAIL. Happy Mailing! ______________""" } ] if __name__ == '__main__': hammer()