Many holiday hazards are as just myths. A review in the current issue of the BMJ cites some of your fears that can scientifically be crossed off any holiday worry list.
Pubget: Vreeman RC. Festive medical myths. BMJ 337:a2769 (2008)
Friday, December 19, 2008
Thursday, December 18, 2008
Bill Gates makes $1000/minute ... really?
I just came across a really dodgy get rich quick ad from google.
However, according to Forbes, he has been one of America's biggest billionaire losers where he actually just lost $12.3 billion in the last 11 months.
So, if there where 335 days between January and December 2008, and there are 86400 seconds in every day, this means he actually lost $422/second or just over $25k/minute.
Compared to that, I am actually doing just fine - no need to get rich quick if that is the benchmark :)
However, according to Forbes, he has been one of America's biggest billionaire losers where he actually just lost $12.3 billion in the last 11 months.
So, if there where 335 days between January and December 2008, and there are 86400 seconds in every day, this means he actually lost $422/second or just over $25k/minute.
Compared to that, I am actually doing just fine - no need to get rich quick if that is the benchmark :)
Thursday, December 11, 2008
Yet another reason to exercise
From this paper:
Exercise-induced suppression of acylated ghrelin in humans
it shows that exercise actually suppresses your appetite.
"In conclusion, this study demonstrates that plasma acylated ghrelin concentration is reduced during an acute bout of tread- mill running, and this lends support for the role of acylated ghrelin in appetite suppression during and immediately after exercise."
Exercise-induced suppression of acylated ghrelin in humans
it shows that exercise actually suppresses your appetite.
"In conclusion, this study demonstrates that plasma acylated ghrelin concentration is reduced during an acute bout of tread- mill running, and this lends support for the role of acylated ghrelin in appetite suppression during and immediately after exercise."
Wednesday, December 10, 2008
When it comes to vaccines - why take more?
It seems that only half does flu shots are need according to this study published in Archives of Internal Medicine.
Half- vs Full-Dose Trivalent Inactivated Influenza Vaccine (2004-2005): Age, Dose, and Sex Effects on Immune Responses. Arch Intern Med 168:2405 (2008)
Conclusions: Antibody responses to intramuscular half- dose TIV in healthy, previously immunized adults were not substantially inferior to the full-dose vaccine, particularly for ages 18 to 49 years.
Half- vs Full-Dose Trivalent Inactivated Influenza Vaccine (2004-2005): Age, Dose, and Sex Effects on Immune Responses. Arch Intern Med 168:2405 (2008)
Conclusions: Antibody responses to intramuscular half- dose TIV in healthy, previously immunized adults were not substantially inferior to the full-dose vaccine, particularly for ages 18 to 49 years.
Monday, December 08, 2008
Live close to your friends and hope they are happy
It seems such common sense, but so does a lot of things once they are studied. Here is a really interesting paper on the dynamics of how happiness spreads through your social connections.
To me, the summary seems to be to live close to your friends and family and make them happy. If you do, you increase your chances of happiness also.
Dynamic spread of happiness in a large social network
This also follows on from other work that shows the spread of obesity, smoking, and other health effects.
To me, the summary seems to be to live close to your friends and family and make them happy. If you do, you increase your chances of happiness also.
Dynamic spread of happiness in a large social network
This also follows on from other work that shows the spread of obesity, smoking, and other health effects.
Thursday, December 04, 2008
Pubget now on Solr
The latest version of Pubget has been rolled out and it is now based on its own search index. It has over 18 million medical and scientific papers index with over 6 million PDF paths ready for use.
The index is now Solr based and thus uses a new lucene based query syntax. To search only open access articles, you can use the query string access:open or alternatively you can limit your results by institution (e.g. access:ucsf, access:harvard, access:mit, etc).
I have been really impressed with Solr and its new 1.3 distributed sharding feature. It has allowed the use of low cost machines, amazon ec2, and s3 services.
The index is now Solr based and thus uses a new lucene based query syntax. To search only open access articles, you can use the query string access:open or alternatively you can limit your results by institution (e.g. access:ucsf, access:harvard, access:mit, etc).
I have been really impressed with Solr and its new 1.3 distributed sharding feature. It has allowed the use of low cost machines, amazon ec2, and s3 services.
Thursday, November 06, 2008
Send a card to President Obama
Monday, November 03, 2008
Mysql and Ruby on Rails with OSX Leopard
To get mysql working on leopard. Run:
then
It is a hack, but got it to compile for me.
sudo env ARCHFLAGS="-arch i386" gem install mysql -- \
--with-mysql-dir=/usr/local/mysql --with-mysql-lib=/usr/local/mysql/lib \
--with-mysql-include=/usr/local/mysql/include
then
cd /usr/local/mysql/lib
sudo mkdir mysql
sudo cp libmysqlclient.15.dylib mysql/libmysqlclient.15.dylib
It is a hack, but got it to compile for me.
Tuesday, July 22, 2008
Fishing on the weekend - loads of fun
Sunday, July 20, 2008
Amazon S3 down again
Here is the thread on their forum:
http://developer.amazonwebservices.com/connect/thread.jspa?threadID=23285&start=0&tstart=0
It is making some of my sites look bad as I chose to put all the css and images on S3 so they would be severed up in a distributed fast manner. However, that speed is not being appreciated right now as it is not working.
My task this week will be to design a backup plan or move the css and images.
UPDATE: I have a backup plan now - which is nice. Amazon is also back up after 7 hours of downtime so I have turned off the backup service. One positive thing is that I now have a backup plan that can be turned in within minutes.
http://developer.amazonwebservices.com/connect/thread.jspa?threadID=23285&start=0&tstart=0
It is making some of my sites look bad as I chose to put all the css and images on S3 so they would be severed up in a distributed fast manner. However, that speed is not being appreciated right now as it is not working.
My task this week will be to design a backup plan or move the css and images.
UPDATE: I have a backup plan now - which is nice. Amazon is also back up after 7 hours of downtime so I have turned off the backup service. One positive thing is that I now have a backup plan that can be turned in within minutes.
Monday, April 28, 2008
Simple email alert error page.
Mongrel, Apache, mod_proxy and Rails do go very well together. However, there are times when it can break down. While you can rely to some degree on monitoring tools, if a user is given an error page, it is nice to know as soon as it happens.
One good way to do this, have the error page, trigger an email alert letting you know some basic information so that you can debug and figure out what has gone wrong.
When mod proxy cannot connect to the mongrel cluster, it will return a 503 error page. Apache lets you specify this to be a cgi script so that you can bounce them to a cgi error page that packages up the environment and emails it to an administrator.
Here are 4 steps to follow to use this technique:
Step 1: Write a cgi error document
Step 2: Place it in your script alias path and set it as the error document for 503 errors
Step 3: Allow it to run (chmod a+x error.pl)
Step 4: Tell modd proxy to leave /cgi-bin scripts alone
One good way to do this, have the error page, trigger an email alert letting you know some basic information so that you can debug and figure out what has gone wrong.
When mod proxy cannot connect to the mongrel cluster, it will return a 503 error page. Apache lets you specify this to be a cgi script so that you can bounce them to a cgi error page that packages up the environment and emails it to an administrator.
Here are 4 steps to follow to use this technique:
Step 1: Write a cgi error document
#!/usr/bin/perl
use strict;
use CGI;
my $query = new CGI;
my $sendmail = "/usr/sbin/sendmail -t";
my $reply_to = "Reply-to: REPLYEAMAIL\@REPLYDOMAIN.com\n";
my $subject = "Subject: Apache Error Page\n";
my $content = "SERVER_SOFTWARE = " . $ENV{'SERVER_SOFTWARE'} . "\n";
$content = $content . "SERVER_SOFTWARE = " . $ENV{'SERVER_SOFTWARE'} . "\n";
$content = $content . "SERVER_NAME = " . $ENV{'SERVER_NAME'} . "\n";
$content = $content . "GATEWAY_INTERFACE = " . $ENV{'GATEWAY_INTERFACE'} . "\n";
$content = $content . "SERVER_PROTOCOL = " . $ENV{'SERVER_PROTOCOL'} . "\n";
$content = $content . "SERVER_PORT = " . $ENV{'SERVER_PORT'} . "\n";
$content = $content . "REQUEST_METHOD = " . $ENV{'REQUEST_METHOD'} . "\n";
$content = $content . "HTTP_ACCEPT = '" . $ENV{'HTTP_ACCEPT'} . "\n";
$content = $content . "PATH_INFO = " . $ENV{'PATH_INFO'} . "\n";
$content = $content . "PATH_TRANSLATED = " . $ENV{'PATH_TRANSLATED'} . "\n";
$content = $content . "SCRIPT_NAME = " . $ENV{'SCRIPT_NAME'} . "\n";
$content = $content . "QUERY_STRING = " . $ENV{'QUERY_STRING'} . "\n";
$content = $content . "REMOTE_HOST = " . $ENV{'REMOTE_HOST'} . "\n";
$content = $content . "REMOTE_ADDR = " . $ENV{'REMOTE_ADDR'} . "\n";
$content = $content . "REMOTE_USER = " . $ENV{'REMOTE_USER'} . "\n";
$content = $content . "CONTENT_TYPE = " . $ENV{'CONTENT_TYPE'} . "\n";
$content = $content . "CONTENT_LENGTH = " . $ENV{'CONTENT_LENGTH'} . "\n";
my $to = "To: YOUREMAIL\@YOURDOMAIN.com\n";
open(SENDMAIL, "|$sendmail") or die "Cannot open $sendmail: $!";
print SENDMAIL $reply_to;
print SENDMAIL $subject;
print SENDMAIL $to;
print SENDMAIL "Content-type: text/plain\n\n";
print SENDMAIL $content;
close(SENDMAIL);
print "Content-type: text/html\n\n";
print <
Step 2: Place it in your script alias path and set it as the error document for 503 errors
...edit your httpd.conf file...
ScriptAlias /cgi-bin/ "/var/www/cgi-bin/"
ErrorDocument 503 /cgi-bin/error.pl
Step 3: Allow it to run (chmod a+x error.pl)
Step 4: Tell modd proxy to leave /cgi-bin scripts alone
...insert before your RewriteRule that proxies requests...
RewriteCond %{REQUEST_URI} !^/cgi-bin
Tuesday, April 22, 2008
Pubget is on the iPhone
For those Doctors, that love their iPhone, you can now run your Pubmed and Pubget [latest] searches and still get to the PDF right away.
You can read more about it on the pubget blog, or visit pubget.com/mobile on your iphone.
Friday, April 04, 2008
Pubget Blog Launched
I have launched a new blog on Pubget.
http://pubget.blogspot.com
I will be keeping this updated with the latest features, events and news for Pubget. If you are in medical/biological research or practice and you use Pubmed - this new service will save you time. Check it out, it is currently working for open access articles as well as licensed ones for MGH, MIT or Harvard users.
http://pubget.blogspot.com
I will be keeping this updated with the latest features, events and news for Pubget. If you are in medical/biological research or practice and you use Pubmed - this new service will save you time. Check it out, it is currently working for open access articles as well as licensed ones for MGH, MIT or Harvard users.
Monday, March 10, 2008
Wednesday, March 05, 2008
Thursday, February 28, 2008
Friday, February 15, 2008
Amazon S3 outage
Recently I had moved all my resources over to Amazon's S3. This morning, I woke up to a system wide outage that has beeing going on since at least 6:30am EST.
I was able to change all the asset code back to locally hosted by changing the "config.action_controller.asset_host" configuration setting and now all is working just fine.
Last year I lost a few Amazon EC2 instances and vowed to always have a backup plan that involved my colocated rack we could drive to. Although I have seen outages there, they have never lasted more than an hour. They also involved something that I could control and make reduntant going forward. With S3, there is not much you can except wait or have a backup plan.
Backup plans are fine for things like hosted assets but would be much harder where you have integrated customer data. Imagine if all your hosted attachments were in S3, there would be no way around an outage unless you mirrored the attachments in real time locally. That would involve paying twice for bandwidth and thus obviate all the savings with the S3 system.
I predict this will be big news and make a lot of people who relied n S3 think some serious thoughts about how they will structure their data going forward.
update 11am: There is talk the issue is resolved but it seems slow and it looks like there still might be some issues. To play it safe, I will keep the backup plan in place for another day to see what happens.
I was able to change all the asset code back to locally hosted by changing the "config.action_controller.asset_host" configuration setting and now all is working just fine.
Last year I lost a few Amazon EC2 instances and vowed to always have a backup plan that involved my colocated rack we could drive to. Although I have seen outages there, they have never lasted more than an hour. They also involved something that I could control and make reduntant going forward. With S3, there is not much you can except wait or have a backup plan.
Backup plans are fine for things like hosted assets but would be much harder where you have integrated customer data. Imagine if all your hosted attachments were in S3, there would be no way around an outage unless you mirrored the attachments in real time locally. That would involve paying twice for bandwidth and thus obviate all the savings with the S3 system.
I predict this will be big news and make a lot of people who relied n S3 think some serious thoughts about how they will structure their data going forward.
update 11am: There is talk the issue is resolved but it seems slow and it looks like there still might be some issues. To play it safe, I will keep the backup plan in place for another day to see what happens.
Monday, February 11, 2008
Pubget now available to Harvard/Partners
The fastest way to search science! If you are at Harvard or one of its affiliated hospitals, you can sign up now at pubget.com.
Shopping List
Grains
Make sure any whole-wheat products you buy are labeled 100% whole wheat.
Brown rice
Steel-cut oatmeal
Whole-grain or oat breakfast cereal (Cheerios, Kashi cereals, Grape Nuts)
Whole-grain pizza dough/crust
Whole-wheat or whole-grain bread
Whole-wheat pasta
Whole-wheat pitas or tortillas
Canned/Jarred Items
Black beans
Olives
Sun-dried tomatoes (not in oil)
Tomato sauce (no added sugars)
Tomatoes: whole, crushed, or diced
Unsweetened fruit
Vegetable or chicken stock/broth (low-salt)
White beans
Dried Fruits and Nuts
Nuts should be raw, rather than roasted or salted.
Almonds
Dried cranberries and apricots
Pistachios, chopped
Raisins
Walnuts and hazelnuts
Condiments and Spices
Balsamic vinegar
Canola oil, regular and spray-on
Chocolate, dark (not milk) with at least 70% cocoa
Cinnamon and nutmeg
Extra-virgin olive oil
Honey
Low-sodium soy sauce
Mustard
Real maple syrup
Red pepper flakes
Turmeric or curry powder
Wine vinegar
Refrigerated Items
Eggs
Feta cheese, low-fat
Milk, skim or low-fat soy
Orange or grapefruit juice (100%) with pulp
Part-skim mozzarella cheese
Yogurt with active cultures (probiotic), low-fat
Sour cream, low-fat
Poultry/Fish
Chicken breast halves, skinless and boneless
Chicken thighs, skinless
Deli meat, sliced and skinless (not processed cold cuts)
Salmon fillets, skinless
Whole fish or fillets: trout, tilapia, snapper, or sea bass
Frozen Food
Blueberries and raspberries, frozen and unsweetened
Fruit sorbet
Vanilla frozen yogurt, nonfat or low-fat
Health Foods
Chia seed
Flaxseed
Soy protein powder
Fruits and Vegetables
Stock up on plenty of fresh fruits and veggies from each color group, but don’t buy more than you’ll be able to eat in a week. Fruits and vegetables lose their nutrient goodness when they sit around.
Blue/Purple:
Blueberries, blackberries, plums, eggplant
Orange/Yellow:
Carrots, sweet potatoes, squash, mangoes, pineapple
Red:
Tomatoes, cherries, cranberries, red peppers, red apples
Yellow/Green:
Avocados, broccoli, spinach, kiwifruit, lemons, limes
White/Green:
Garlic, onions, bananas, mushrooms
Make sure any whole-wheat products you buy are labeled 100% whole wheat.
Brown rice
Steel-cut oatmeal
Whole-grain or oat breakfast cereal (Cheerios, Kashi cereals, Grape Nuts)
Whole-grain pizza dough/crust
Whole-wheat or whole-grain bread
Whole-wheat pasta
Whole-wheat pitas or tortillas
Canned/Jarred Items
Black beans
Olives
Sun-dried tomatoes (not in oil)
Tomato sauce (no added sugars)
Tomatoes: whole, crushed, or diced
Unsweetened fruit
Vegetable or chicken stock/broth (low-salt)
White beans
Dried Fruits and Nuts
Nuts should be raw, rather than roasted or salted.
Almonds
Dried cranberries and apricots
Pistachios, chopped
Raisins
Walnuts and hazelnuts
Condiments and Spices
Balsamic vinegar
Canola oil, regular and spray-on
Chocolate, dark (not milk) with at least 70% cocoa
Cinnamon and nutmeg
Extra-virgin olive oil
Honey
Low-sodium soy sauce
Mustard
Real maple syrup
Red pepper flakes
Turmeric or curry powder
Wine vinegar
Refrigerated Items
Eggs
Feta cheese, low-fat
Milk, skim or low-fat soy
Orange or grapefruit juice (100%) with pulp
Part-skim mozzarella cheese
Yogurt with active cultures (probiotic), low-fat
Sour cream, low-fat
Poultry/Fish
Chicken breast halves, skinless and boneless
Chicken thighs, skinless
Deli meat, sliced and skinless (not processed cold cuts)
Salmon fillets, skinless
Whole fish or fillets: trout, tilapia, snapper, or sea bass
Frozen Food
Blueberries and raspberries, frozen and unsweetened
Fruit sorbet
Vanilla frozen yogurt, nonfat or low-fat
Health Foods
Chia seed
Flaxseed
Soy protein powder
Fruits and Vegetables
Stock up on plenty of fresh fruits and veggies from each color group, but don’t buy more than you’ll be able to eat in a week. Fruits and vegetables lose their nutrient goodness when they sit around.
Blue/Purple:
Blueberries, blackberries, plums, eggplant
Orange/Yellow:
Carrots, sweet potatoes, squash, mangoes, pineapple
Red:
Tomatoes, cherries, cranberries, red peppers, red apples
Yellow/Green:
Avocados, broccoli, spinach, kiwifruit, lemons, limes
White/Green:
Garlic, onions, bananas, mushrooms
Monday, January 28, 2008
My Default CentOS Setup
This script will probably only be valid for a week, but I thought I would share my ideas on a good CentOS 5 (64bit) install with Ruby on Rails, MySQL and Apache that will work with a capistrano deployment from subversion:
yum -y update
yum -y install ruby ruby-libs ruby-mode ruby-rdoc ruby-irb ruby-ri ruby-docs ruby-devel mysql mysql-devel mysql-server mysql-admin subversion httpd svn
togglesebool httpd_can_network_connect
cd /tmp
wget http://rubyforge.org/frs/download.php/29548/rubygems-1.0.1.tgz
tar -xvf rubygems-1.0.1.tgz
cd rubygems-1.0.1
ruby setup.rb
gem install rails json rfacebook acts_as_ferret capistrano mongrel mongrel_cluster pdf-toolkit actionmailer actionpack actionwebservice activerecord activeresource activesupport acts_as_taggable acts_as_versioned ferret google4r calendar mysql sources vpim mime-type --include-dependencies
#Fedora 8 also wants
yum -y install rubygem-mongrel gcc ruby-mysql
yum install gd gd-devel zlib-devel openssl-devel
gem install gem_plugin daemons capistrano --include-dependencies
gem install mongrel mongrel_cluster railsmachine --include-dependencies
gem install --version=2.7 mysql -- --with-mysql-config=/usr/bin/mysql_config
or
yum -y install ruby ruby-libs ruby-mode ruby-rdoc ruby-irb ruby-ri ruby-docs ruby-devel mysql mysql-devel mysql-server mysql-admin subversion httpd svn rubygem-mongrel gcc ruby-mysql gd gd-devel zlib-devel openssl-devel partimage
gem install -y rails -v=2.0.2
gem install json rfacebook acts_as_ferret capistrano mongrel mongrel_cluster pdf-toolkit actionmailer actionpack actionwebservice activerecord activeresource activesupport acts_as_taggable acts_as_versioned ferret google4r calendar mysql sources vpim mime-type ferret mime-types solr-ruby ruby-openid mechanize pdf-toolkit mongrel mongrel_cluster railsmachine bio --include-dependencies
I tried to make it as silent and complete as possible so that I could let the computer do all the work.
Thursday, January 24, 2008
Mysql Master to Master Replication
This will setup two Amazon EC2 CentOS 5 machines to cluster replicate all their MySQL databases.
Server 1: /etc/my.sql
Server 2: /etc/my.sql
Restart /etc/init.d/mysql restart on both servers.
Then run the following SQL on...
server 1:
server 2:
Server 1: /etc/my.sql
#replication
server-id=1
log-bin=mysql-bin
binlog-ignore-db=mysql
binlog-ignore-db=test
#information for becoming slave.
master-host =
master-user = replication
master-password = slave
master-port = 3306
Server 2: /etc/my.sql
#replication
server-id=2
log-bin=mysql-bin
binlog-ignore-db=mysql
binlog-ignore-db=test
#information for becoming slave.
master-host =
master-user = replication
master-password = slave
master-port = 3306
Restart /etc/init.d/mysql restart on both servers.
Then run the following SQL on...
server 1:
STOP SLAVE;
CHANGE MASTER TO MASTER_HOST='10.253.15.15',MASTER_USER='replication',MASTER_PASSWORD='slave';
START SLAVE;
GRANT ALL PRIVILEGES ON *.* TO 'replication'@'' identified by 'slave';
server 2:
MASTER_HOST='10.253.65.221',MASTER_USER='replication',MASTER_PASSWORD='slave';
STOP SLAVE;
show slave status\G;
GRANT ALL PRIVILEGES ON *.* TO 'replication'@'' identified by 'slave';
You should then be able to create and remove databases on either servers and it will replicate to the other.
I tried to use "load data from master" but it only worked on very simple data. On large sets, it was better to use mysqlhotcopy (perl script that came with mysql on centos)
On CentOS, you first need to export the mysql directory in the /etc/exports file like this:
var/lib/mysql 10.253.15.15(rw,no_root_squash)
and then run:
exportfs -r
then on the machine with the tables, you run:
mkdir /tmp/mounted_mysql_directory
mount -o vers-3 10.253.65.221:/var/lib/mysql /tmp/mounted_mysql_directory
Now that you have the directory exported and mounted, you can hot copy the files from server 1 to server 2:
mysqlhotcopy --addtodest --resetmaster --resetslave -u root -p yourdatabasename_development /tmp/mounted_mysql_directory
The resetmaster and resetslave are important here. MySQL will keep an index in the replication log where it thinks its master is and where it is as a slave. After I copy the database over, I want them to start fresh. So, from here you can look at the master status on server 1 and master status on server 2 to get these indexes. then you can run CHANGE MASTER TO with an extra parameter:
MASTER_LOG_POS=98;
if the index was 98. This will then get them both in sync and ready to accept further transactions to apply.
You can also skip a given number of replication transactions using:
SET GLOBAL SQL_SLAVE_SKIP_COUNTER = N;
just be careful what you skip.
Coming from a Notes/Domino background, this idea of replicating transactions was a little new. Notes, will keep a sequence number for each record and keep the data in sync. It does not matter how the data got into its current state, it will just do its best at keeping the data replicated (using sequence numbers and time stamps as needed).
MySQL is more transactional based. The documents talk about the my.cnf parameters like "binlog-ignore-db" will act as a filter for how transactions get written to the replication log. To a Notes person, this seems a little inefficient. It means to keep the data in sync, you have to run the exact same transactions on each server (even if the operations are repetitive and act on the same records). In Notes, it will be able to skip ahead to the final state rather than going through each transaction to get to the final state. MySQL has no such ability.
As a result, MySQL cannot just sync itself if you run into problems. This is also true when you add a member to the cluster or replace a failed one. To get things in sync again, you really have to think it through and make sure you lock tables as needed, get the data the same with copy tools like mysqlhotcopy and let the transactions start again on the cluster when you know it is ready.
I would also expect this would have a different scalability path than Notes - if your bottleneck is the amount of transactions you are getting, then adding additional replicas may not help in MySQL where it would in Notes.
Wednesday, January 16, 2008
Upgrading to rails 2.0.2
There were just a few too many cool features in 2.0 that I wanted so I have taken the plunge in a project. I did wait for 2.0.2, so it is not really bleeding edge - but I feel nice and up to date.
The process was fairly straight forward even though I knew I used a lot of plugins and deprecated methods. I had to perform the following to get it working:
After restarting the server, users will get a warning about cookies. However, this is a small price to pay for cookie based sessions.
The process was fairly straight forward even though I knew I used a lot of plugins and deprecated methods. I had to perform the following to get it working:
- gem install rails
- script/plugin install svn://errtheblog.com/svn/plugins/classic_pagination
- script/plugin install http://svn.rubyonrails.org/rails/plugins/in_place_editing/
After restarting the server, users will get a warning about cookies. However, this is a small price to pay for cookie based sessions.
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