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false | 2012-07-15 13:29:05 | tcpdump: Learning how to read UDP packets | [
"networking-2"
] | [
"Networking"
] | http://twitter.com/philandstuff[Phil] and I spent some of Friday afternoon configuring https://github.com/etsy/statsd/[statsd]:
____
A network daemon that runs on the Node.js platform and listens for statistics, like counters and timers, sent over UDP and sends aggregates to one or more pluggable backend services
____
We configured it to listen on its default port 8125 and then used http://www.markhneedham.com/blog/2012/07/15/netcat-localhost-resolution-not-working-when-sending-udp-packets/[netcat to send UDP packets] to see if it was working like so:
[source,text]
----
echo -n "blah:36|c" | nc -w 1 -u -4 localhost 8125
----
We used tcpdump to capture any UDP packets on port 8125 like so:
[source,text]
----
tcpdump -i lo udp port 8125 -vv -X
----
To briefly explain the options we passed to it:
* +++<cite>+++-i lo+++</cite>+++ only captures packets on the local loopback i.e. packets sent to localhost
* +++<cite>+++udp+++</cite>+++ means that only UDP packets will be captured. Other types of packets we might capture could be tcp or icmp for example.
* +++<cite>+++-vv+++</cite>+++ just gives us more verbose output
* +++<cite>+++-X+++</cite>+++ prints out the data in the UDP packets in ASCII as well as hex. If we just wanted the latter we could use the +++<cite>+++-x+++</cite>+++ option
This is what one of the messages received by tcpdump looks like:
[source,text]
----
13:16:40.317636 IP (tos 0x0, ttl 64, id 58103, offset 0, flags [DF], proto UDP (17), length 37)
localhost.48358 > localhost.8125: [bad udp cksum 7c8f!] UDP, length 9
0x0000: 4500 0025 e2f7 4000 4011 59ce 7f00 0001 E..%..@[email protected].....
0x0010: 7f00 0001 bce6 1fbd 0011 fe24 626c 6168 ...........$blah
0x0020: 3a33 367c 63 :36|c
----
The last three lines of this output detail the IP header, UDP header and the data in the packet. The following diagram is quite useful for understanding what each part of the IP header is defining:
image::{{<siteurl>}}/uploads/2012/07/IP-Header.jpeg[IP Header,600]
_Source: http://www.wtcs.org/snmp4tpc/literature.htm[WTCS.org]_
This diagram defines things in terms of bits whereas the tcpdump output is in hexidecimal. Each block of 4 hexidecimal digits is equivalent to 16 bits.
There are a couple of parts of the IP header that might be interesting to us in this case.
The first 4 bits/1 digit define the IP version which is 4 in this case since we're using IPv4.
The next 4 bits define the Internet Header length - the number of 32 bit words in the header. In this case the value is 5 so we know the total length of the IP header will be 160 bits (5 * 32 = 160).
The next few bits aren't that interesting but we can see the source IP address at an offset of 96 bits and covers the next 32 bits:
++++
<table style="border: 1px solid;background-color: #F9F9F9;width: 100%;border-color: #cccccc;padding: 1px;margin-bottom: 10px;">++++++<tbody>++++++<tr>++++++<td>+++0x0000: 4500 0025 e2f7 4000 4011 59ce +++<strong>+++7f00 0001+++</strong>++++++</td>
</tbody>
</table>
++++
We know this is going to represent an IPv4 address so it will be represented as 'x.x.x.x' where the maximum value of x is 255.
In this case since we're just sending packets locally it translates to 127.0.0.1:
+++<ul>++++++<li>+++7f \=> 127+++</li>+++
+++<li>+++00 \=> 0+++</li>+++
+++<li>+++00 \=> 0+++</li>+++
+++<li>+++01 \=> 1+++</li>++++++</ul>+++
The next 32 bits are the destination IP address which has now gone onto the next line but is exactly the same:
+++<table style="border: 1px solid;background-color: #F9F9F9;width: 100%;border-color: #cccccc;padding: 1px;margin-bottom: 10px;">++++++<tbody>++++++<tr>++++++<td>+++0x0010: +++<strong>+++7f00 0001+++</strong>+++ bce6 1fbd 0011 fe24 626c 6168+++</td>+++
</tbody>
</table>
We've now covered 160 bits which means that the IP header is complete and we can move onto the IP payload which starts with the UDP header:
++++
<div>++++++<img src="{{<siteurl>}}/uploads/2012/07/udp-header.png" alt="Udp header" title="udp-header.png" border="0" width="600" height="301">++++++</img>++++++</div>+++
+++<em>+++Source: +++<a href="http://ciscoskills.net/2011/03/28/understanding-udp/udp-header/">+++ciscoskills.net+++</a>++++++</em>
++++
We start with the source port which is 'bce6' or 48358 +++<a href="http://www.statman.info/conversions/hexadecimal.html">+++in decimal+++</a>+++. We can see that value referenced in the 2nd line of the tcpdump output as well.
The next 16 bits/4 digits are the destination port which is '1fbd' or 8125 in decimal - exactly what we'd expect.
The next 32 bits/2 blocks of 4 digits define the length and checksum but after that we reach the data part of the packet which should contain 'blah:36|c'.
The word 'blah' is defined like so:
~~~text
626c 6168
~~~
00x62 is 98 in decimal and we can use a +++<a href="http://en.wikipedia.org/wiki/UTF-8">+++UTF-8 encoding table+++</a>+++ to see that 98 maps to the letter 'b'.
00x6c is 108 or the letter 'l', 00x61 is 97 or the letter 'a' and 00x68 is 104 or the letter 'h'
We wrap onto the last line for the rest of the data we wanted to send to statsd:
[source,text]
----
0x0020: 3a33 367c 63
----
It follows the same pattern though where 00x3a is 58 or the ':' character and so on.
And now I have a slightly better idea of how to read tcpdump's output than I did when I started writing this! As usual any tips or hints are welcome.
---
I found +++<a href="http://www.windowsnetworking.com/articles_tutorials/understanding-udp-protocol.html">+++this article+++</a>+++ useful for initially understanding how to read the output but I think the diagrams above work best! TechRepublic's '+++<a href="http://www.techrepublic.com/article/exploring-the-anatomy-of-a-data-packet/1041907">+++anatomy of a data packet+++</a>+++' also provides a good explanation.+++</tr>++++++</tbody>++++++</table>++++++</tr>++++++</tbody>++++++</table>+++ | null | null | [
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] | tcpdump-learning-how-to-read-udp-packets | https://markhneedham.com/blog/2012/07/15/tcpdump-learning-how-to-read-udp-packets |
false | 2012-07-15 08:14:16 | netcat: localhost resolution not working when sending UDP packets | [
"networking-2"
] | [
"Networking"
] | As part of some work we were doing last week https://twitter.com/philandstuff[Phil] and I needed to send UDP packets to a local port and check that they were being picked up.
We initially tried sending a UDP packet to localhost port 8125 using netcat like so:
[source,text]
----
echo -n "hello" | nc -w 1 -u localhost 8125
----
That message wasn't being received by the application listening on the port so Phil decided to try and send the same packet from Ruby which worked fine:
[source,ruby]
----
require 'socket'
udp = UDPSocket.new
udp.send("hello", 0, "localhost", 8125)
----
We eventually worked out that 'localhost' wasn't being resolved by netcat which we thought was weird since it is correctly mapped:
[source,text]
----
~$ ping localhost
PING localhost (127.0.0.1) 56(84) bytes of data.
64 bytes from localhost (127.0.0.1): icmp_seq=1 ttl=64 time=0.019 ms
----
We dumped the packets sent to port 8125 using tcpdump and noticed that the structure of the packets received when using localhost was massively different than when we used 127.0.0.1 but we couldn't work out what exactly was going wrong.
A better way would actually have been to listen on the port with netcat like so:
[source,text]
----
nc -l -u 8125
----
In this case netcat doesn't output anything when we use the netcat command but does with the Ruby one.
I http://hintsforums.macworld.com/archive/index.php/t-101635.html[came across this post] which explains exactly what's going on:
____
netcat is well behaved in that it will make the getaddrinfo() system call based on the arguments given to it. In the case of giving it the name "localhost", a port number and telling it to use UDP, netcat is not aware of the socket family to use for the getaddrinfo() system, so it will leave at it's default 0. getaddrinfo() will return *all possible* results for the query. In this case, where you aren't either specifying an actual IPv4 address (127.0.0.1), getaddrinfo() is *also* returning the IPv6 result, which is showing up first and therefore being used.
____
If we try that out in Ruby we can see what's going on:
[source,ruby]
----
> Socket.getaddrinfo("localhost", 10002, nil, :DGRAM)
=> [["AF_INET6", 10002, "::1", "::1", 10, 2, 17], ["AF_INET", 10002, "127.0.0.1", "127.0.0.1", 2, 2, 17]]
----
netcat picks the first result which is "::1" - the IPv6 version of 'localhost' - and sends a UDP packet to that address.
If we were using TCP then netcat would initially send a packet to that address, realise it had failed and then try the next address which is the IPv4 one.
However since UDP is connectionless netcat can fire the packet and then forget about it, which is exactly what happens!
We can get around the problem by passing the +++<cite>+++-4+++</cite>+++ flag to netcat which forces it to use IPv4 addresses only.
The 'getaddrinfo' lookup would presumably then look like this:
[source,ruby]
----
Socket.getaddrinfo("localhost", 10002, :INET, :DGRAM)
=> [["AF_INET", 10002, "127.0.0.1", "127.0.0.1", 2, 2, 17], ["AF_INET", 10002, "127.0.0.1", "127.0.0.1", 2, 2, 17]]
----
Our final netcat command to send UDP packets therefore looks like this:
[source,text]
----
echo -n "hello" | nc -w 1 -u -4 localhost 8125
---- | null | null | [
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] | netcat-localhost-resolution-not-working-when-sending-udp-packets | https://markhneedham.com/blog/2012/07/15/netcat-localhost-resolution-not-working-when-sending-udp-packets |
false | 2012-09-03 06:31:54 | A rogue "\357\273\277" (UTF-8 byte order mark) | [
"software-development"
] | [
"Software Development"
] | We've been loading some data into neo4j from a CSV file - creating one node per row and using the value in the first column as the index lookup for the node.
Unfortunately the index lookup wasn't working for the first row but was for every other row.
By coincidence we started saving each row into a hash map and were then able to see what was going wrong:
[source,ruby]
----
require 'rubygems'
require 'fastercsv'
things = FasterCSV.read("things.csv", :col_sep => "|")
saved_things = {}
things do |row|
saved_things[row[0]] = row[1]
end
p saved_things
----
This is what we saw when we ran the script:
[source,text]
----
{"\357\273\2771"=>"Thing1", "2" => "Thing2"}
----
A bit of googling suggests that "\357\273\277" http://www.highdots.com/forums/macromedia-dreamweaver/357-273-277-characters-placed-154281.html[represents a UTF-8 byte order mark] which apparently http://en.wikipedia.org/wiki/Byte_order_mark[isn't actually needed anyway]:
____
The Unicode Standard does permit the BOM in UTF-8, but does not require or recommend its use. Byte order has no meaning in UTF-8 so in UTF-8 the BOM serves only to identify a text stream or file as UTF-8.
____
We're not converting the CSV file back into any other format so the following awk command can be used to cleanup it up:
[source,text]
----
awk '{if(NR==1)sub(/^\xef\xbb\xbf/,"");print}' things.csv > things.nobom.csv
----
If we use the hexdump tool we can see that the BOM has been removed:
Before:
[source,text]
----
$ hexdump things.csv
0000000 ef bb bf 31 7c 50 72 69 6d 61 72 69 65 73 0d 0a
...
----
After:
[source,text]
----
hexdump things.nobom.csv
0000000 31 7c 50 72 69 6d 61 72 69 65 73 0d 0a 31 30 7c
----
I was initially curious why Ruby and the hexdump were printing out different values but it's just a case of Ruby showing the Octal version of the BOM as compared to the Hexidecimal version. The values translate like so:
[source,text]
----
Octal | Hexadecimal | Decimal
357 | EF | 239
273 | BB | 187
277 | BF | 191
---- | null | null | [
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] | a-rogue-357273277-utf-8-byte-order-mark | https://markhneedham.com/blog/2012/09/03/a-rogue-357273277-utf-8-byte-order-mark |
false | 2012-09-29 09:56:16 | Upstart: Job getting stuck in the start/killed state | [
"upstart"
] | [
"Shell Scripting"
] | We're using http://upstart.ubuntu.com/[upstart] to handle the processes running on our machines and since the http://haproxy.1wt.eu/[haproxy] package only came package with an init.d script we wanted to make it upstartified.
When defining an upstart script you need to specify an +++<cite>+++expect+++</cite>+++ stanza in which you specify whether or not the process which you're launching is going to fork.
____
If you do not specify the expect stanza, Upstart will track the life cycle of the first PID that it executes in the exec or script stanzas. However, most Unix services will "daemonize", meaning that they will create a new process (using fork(2)) which is a child of the initial process. Often services will "double fork" to ensure they have no association whatsoever with the initial process.
____
There is a table on the upstart cookbook under the 'http://upstart.ubuntu.com/cookbook/#id155[Implications of Misspecifying expect]' section which explains what will happen if we specify this incorrectly:+++<table border="1" class="docutils">++++++<caption>+++Expect Stanza Behaviour+++</caption>+++
+++<colgroup>++++++<col width="10%">++++++</col>+++
+++<col width="31%">++++++</col>+++
+++<col width="31%">++++++</col>+++
+++<col width="28%">++++++</col>++++++</colgroup>+++
+++<thead valign="bottom">++++++<tr>++++++<th class="head">+++ +++</th>+++
+++<th class="head" colspan="3">+++Specification of Expect Stanza+++</th>++++++</tr>+++
+++<tr>++++++<th class="head">+++Forks+++</th>+++
+++<th class="head">+++no +++<tt class="docutils literal">+++expect+++</tt>++++++</th>+++
+++<th class="head">++++++<tt class="docutils literal">+++expect fork+++</tt>++++++</th>+++
+++<th class="head">++++++<tt class="docutils literal">+++expect daemon+++</tt>++++++</th>++++++</tr>++++++</thead>+++
+++<tbody valign="top">++++++<tr>++++++<td>+++0+++</td>+++
+++<td>+++Correct+++</td>+++
+++<td>++++++<a class="reference internal" href="#start">+++start+++</a>+++ hangs+++</td>+++
+++<td>++++++<a class="reference internal" href="#start">+++start+++</a>+++ hangs+++</td>++++++</tr>+++
+++<tr>++++++<td>+++1+++</td>+++
+++<td>+++Wrong pid tracked †+++</td>+++
+++<td>+++Correct+++</td>+++
+++<td>++++++<a class="reference internal" href="#start">+++start+++</a>+++ hangs+++</td>++++++</tr>+++
+++<tr>++++++<td>+++2+++</td>+++
+++<td>+++Wrong pid tracked+++</td>+++
+++<td>+++Wrong pid tracked+++</td>+++
+++<td>+++Correct+++</td>++++++</tr>++++++</tbody>++++++</table>+++
When we were defining our script we went for +++<cite>+++expect daemon+++</cite>+++ instead of +++<cite>+++expect fork+++</cite>+++ and had also mistyped the arguments to the haproxy script which meant it failed to start and ended up in the +++<cite>+++start/killed+++</cite>+++ state.
From what we could tell upstart had a handle on a PID which didn't actually exist and when we tried a +++<cite>+++stop haproxy+++</cite>+++ the command seemed to succeed but didn't actually do anything.
https://twitter.com/philandstuff[Phil] pointed us to https://bugs.launchpad.net/upstart/+bug/406397/comments/24[a neat script written by Clint Byrum] which spins up and then kills loads of processes in order to exhaust the PID space until a process with the PID upstart is tracking exists and can be re-attached and killed.
It's http://heh.fi/tmp/workaround-upstart-snafu[available on his website] but that wasn't responding for a period of time yesterday so I'll repeat it here just in case:
[source,ruby]
----
#!/usr/bin/env ruby1.8
class Workaround
def initialize target_pid
@target_pid = target_pid
first_child
end
def first_child
pid = fork do
Process.setsid
rio, wio = IO.pipe
# Keep rio open
until second_child rio, wio
print "\e[A"
end
end
Process.wait pid
end
def second_child parent_rio, parent_wio
rio, wio = IO.pipe
pid = fork do
rio.close
parent_wio.close
puts "%20.20s" % Process.pid
if Process.pid == @target_pid
wio << 'a'
wio.close
parent_rio.read
end
end
wio.close
begin
if rio.read == 'a'
true
else
Process.wait pid
false
end
ensure
rio.close
end
end
end
if $0 == __FILE__
pid = ARGV.shift
raise "USAGE: #{$0} pid" if pid.nil?
Workaround.new Integer pid
end
----
We can https://gist.github.com/3803604[put that into a shell script], run it and the world of upstart will get back into a good place again! | null | null | [
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] | upstart-job-getting-stuck-in-the-startkilled-state | https://markhneedham.com/blog/2012/09/29/upstart-job-getting-stuck-in-the-startkilled-state |
false | 2012-09-16 13:35:56 | zsh: Don't verify substituted history expansion a.k.a. disabling histverify | [
"zsh"
] | [
"Shell Scripting"
] | I use http://www.zsh.org/[zsh] on my Mac terminal and in general I prefer it to bash but it has an annoying default setting whereby when you try to repeat a command via substituted history expansion it asks you to verify that.
For example let's say by mistake I try to vi into a directory rather than cd'ing into it:
[source,text]
----
vi ~/.oh-my-zsh
----
If I try to cd into the directory by using '!$' to grab the last argument from the previous command it will make me confirm that I want to do this:
[source,text]
----
$ cd !$
$ cd ~/.oh-my-zsh
----
While reading another one of Peter Krumins' blog posts, this time about http://www.catonmat.net/blog/the-definitive-guide-to-bash-command-line-history/[bash command line history], I came to learn that this is because a setting called +++<cite>+++http://wiki.bash-hackers.org/internals/shell_options#histverify[histverify]+++</cite>+++ has been enabled.
____
histverify Allow to review a history substitution result by loading the resulting line into the editing buffer, rather than directly executing it.
____
I found http://stackoverflow.com/questions/11917567/how-to-view-default-zsh-settings-histsize-savehist[a thread on StackOverflow which explains all the zsh settings in more detail] but for my purposes I needed to run the following command to disable +++<cite>+++histverify+++</cite>+++:
[source,text]
----
unsetopt histverify
----
I also put that into my +++<cite>+++~/.zshrc+++</cite>+++ file so it will carry across to any new terminal sessions that I open. | null | null | [
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] | zsh-dont-verify-substituted-history-expansion-a-k-a-disabling-histverify | https://markhneedham.com/blog/2012/09/16/zsh-dont-verify-substituted-history-expansion-a-k-a-disabling-histverify |
false | 2012-09-19 07:00:22 | Finding ways to use bash command line history shortcuts | [
"bash"
] | [
"Shell Scripting"
] | A couple of months ago I wrote about a http://www.markhneedham.com/blog/2012/07/05/bash-shell-reusing-parts-of-previous-commands/[bunch of command line history shortcuts] that https://twitter.com/philandstuff[Phil] had taught me and after recently coming across http://www.catonmat.net/download/bash-history-cheat-sheet.pdf[Peteris Krumins' bash history cheat sheet] I thought it'd be interesting to find some real ways to use them.
A few weeks ago I wrote about http://www.markhneedham.com/blog/2012/09/03/a-rogue-357273277-utf-8-byte-order-mark/[a UTF-8 byte order mark (BOM) that I wanted to remove from a file] I was working on and I realised this evening that there were some other files with the same problem.
The initial command read like this:
[source,text]
----
awk '{if(NR==1)sub(/^\xef\xbb\xbf/,"");print}' data/Taxonomy/Products.csv > data/Taxonomy/Products.csv.bak
----
The version of the file without the BOM is +++<cite>+++data/Taxonomy/Products.csv.bak+++</cite>+++ but I wanted it to be +++<cite>+++data/Taxonomy/Products.csv+++</cite>+++ so I needed to +++<cite>+++mv+++</cite>+++ it to that location.
By making use of history expansion we can write this as follows:
[source,text]
----
mv !$ !!:2
----
+++<cite>+++!$+++</cite>+++ represents the last argument which is +++<cite>+++data/Taxonomy/Products.csv.bak+++</cite>+++ and +++<cite>+++!!:2+++</cite>+++ gets the 2nd argument passed to the last command which in this case is +++<cite>+++data/Taxonomy/Products.csv+++</cite>+++.
As you're typing it will expand to the following:
[source,text]
----
mv data/Taxonomy/Products.csv.bak data/Taxonomy/Products.csv
----
One of the things that we do quite frequently is look at the nginx configurations and logs of our different applications which involved doing the following:
[source,text]
----
$ tail -f /var/log/nginx/site-1-access.log
$ tail -f /var/log/nginx/site-2-access.log
----
or
[source,text]
----
$ vi /etc/nginx/sites-enabled/site-1-really-long-name-cause-we-can
$ vi /etc/nginx/sites-enabled/site-2-really-long-name-cause-we-can
----
Everything except for the file name is the same but typing the up arrow to get the previous command and then manually deleting the file name can end up taking longer than just writing out the whole command again if the site name is long.
Ctrl-w deletes the whole path so that doesn't help us either.
An alternative is the use the 'h' modifier which "Removes a trailing pathname component, leaving the head."
In this case we could do the following:
[source,text]
----
$ vi /etc/nginx/sites-enabled/site-1-really-long-name-cause-we-can
$ vi !$:h/site-2-really-long-name-cause-we-can
----
We still have to type out the whole file name and we don't get any auto complete help which is a bit annoying.
I realised that on my zsh if I type a space after a history expansion command it expands what I've typed to the full paths of everything, which is due to the following key binding:
[source,text]
----
.oh-my-zsh $ grep -rn "magic-space" *
lib/key-bindings.zsh:20:bindkey ' ' magic-space # also do history expansion on space
----
We can do the same thing in bash by running the following command:
[source,text]
----
bind Space:magic-space
----
Then if I wanted to open that second nginx file I could do the following:
[source,text]
----
$ vi !$:h # then type a space which will expand it to:
$ vi /etc/nginx/sites-enabled/ # I can then type backspace, then type 'site-2' and tab and open the file
----
It's not completely smooth because of the backspace but I think it's marginally quicker than the other options.
Another one which I mentioned in the first post is the +++<cite>+++{caret}original{caret}replacement+++</cite>+++ which will run the previous command but replace the first instance of 'original' with 'replacement'.
With this one it often seems faster to type the up arrow and change what you want manually or retype the command but when doing a grep of a specific folder I think this is faster.
e.g.
[source,text]
----
$ grep -rn "magic-space" ~/.oh-my-zsh/lib
/Users/mneedham/.oh-my-zsh/lib/key-bindings.zsh:20:bindkey ' ' magic-space # also do history expansion on space
----
Let's say I was intrigued about +++<cite>+++bindkey+++</cite>+++ and wanted to find all the instances of that.
One way to do that would be to type up and then manually go back along the line using +++<cite>+++Meta-B+++</cite>+++ until I get to 'bind-key' when I can delete that with a few +++<cite>+++Ctrl-W+++</cite>+++'s but in this case the search/replace approach is quicker:
[source,text]
----
$ ^magic-space^bindkey
grep -rn "bindkey" ~/.oh-my-zsh/lib
/Users/mneedham/.oh-my-zsh/lib/completion.zsh:24:bindkey -M menuselect '^o' accept-and-infer-next-history
/Users/mneedham/.oh-my-zsh/lib/completion.zsh:71: bindkey "^I" expand-or-complete-with-dots
----
I'm still looking for other ways to re-use bash history more effectively so let me know any other cool tricks in the comments. | null | null | [
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] | finding-ways-to-use-bash-command-line-history-shortcuts | https://markhneedham.com/blog/2012/09/19/finding-ways-to-use-bash-command-line-history-shortcuts |
false | 2012-09-07 15:45:16 | Apt-Cacher-Server: Extra junk at end of file | [
"software-development"
] | [
"Software Development"
] | We've been installing https://help.ubuntu.com/community/Apt-Cacher-Server[Apt-Cache-Server] so that we can cache some of the packages that we're installing using apt-get on our own network.
(Almost) Following the instructions from the home page we added the following to +++<cite>+++/etc/apt/apt.conf.d/01proxy+++</cite>+++:
[source,text]
----
Acquire::http::Proxy "http://apt-cache-server:3142"
----
And when we ran 'apt-get update' we were getting the following error:
[source,text]
----
E: Syntax error /etc/apt/apt.conf.d/01proxy:2: Extra junk at end of file
----
We initially thought it must be a problem with having an extra space or line ending but it turns out we had just left off the semi colon. D'oh!
The following is what we needed:
[source,text]
----
Acquire::http::Proxy "http://apt-cache-server:3142";
----
We also came across http://askubuntu.com/questions/61540/how-to-update-software-through-proxy[a post on StackOverflow] which suggested that sometimes that doesn't work and something more like this is required:
[source,text]
----
Acquire::http { Proxy "http://apt-cache-server:3142"; };
----
Either of those seem to work for us but I guess YMMV. | null | null | [
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] | apt-cacher-server-extra-junk-at-end-of-file | https://markhneedham.com/blog/2012/09/07/apt-cacher-server-extra-junk-at-end-of-file |
false | 2012-09-07 23:49:41 | logstash not picking up some files | [
"software-development",
"logstash"
] | [
"Software Development"
] | We're using http://logstash.net/[logstash] to collect all the logs across the different machines that we use in various environments and had noticed that on some of the nodes log files which we'd told the logstash-client to track weren't being collected.
We wanted to check what the open file descriptors of logstash-client were so we first had to grab its process id:
[source,text]
----
$ ps aux | grep logstash
logstash 19896 134 9.1 711404 187768 ? Ssl 09:13 0:06 java -Xms128m -Xmx256m -jar /var/apps/logstash/logstash-1.1.1-rc2-monolithic.jar agent -f /etc/logstash/logstash-client.conf
root 19910 0.0 0.0 7624 936 pts/1 S+ 09:13 0:00 grep --color=auto logstash
----
And then list the open file descriptors:
[source,text]
----
$ ls -alh /proc/19896/fd
lr-x------ 1 root root 64 2012-09-07 09:16 9 -> /var/log/syslog
...
----
That seemed to be restricted to 50 files for some reason so we also tried 'lsof':
[source,text]
----
$ lsof -p 19896
COMMAND PID USER FD TYPE DEVICE SIZE/OFF NODE NAME
root 20230 root txt REG 8,1 39584 22895 /var/log/syslog
...
----
Either way we weren't seeing most of the files we were supposed to be tracking so we put some print statements into the https://github.com/jordansissel/ruby-filewatch[ruby-filewatch] gem (which is included in the logstash jar) and redeployed the jar to see if we could figure out what was going on.
Eventually we narrowed it down to the +++<cite>+++watch.rb+++</cite>+++ file's +++<cite>+++https://github.com/jordansissel/ruby-filewatch/blob/master/lib/filewatch/watch.rb#L114[_discover_file]+++</cite>+++ method which was making a call to +++<cite>+++Dir.glob+++</cite>+++ and returning an empty array even for some paths which definitely existed.
[source,ruby]
----
def _discover_file(path, initial=false)
Dir.glob(path).each do |file| # if Dir.glob is empty the file doesn't get watched!
next if @files.member?(file)
next unless File.file?(file)
----
logstash 1.1.1 uses the JRuby 1.6.7 interpreter so we installed that locally to check if we could replicate the problem but we didn't really end up getting anywhere so we ended up https://github.com/alphagov/ruby-filewatch/commit/9daaab8381719188af6158acc13996235075df75[writing some code to work around the problem].
The beginning of the +++<cite>+++_discover_file+++</cite>+++ method now looks like this:
[source,ruby]
----
def _discover_file(path, initial=false)
globbed_dirs = Dir.glob(path)
@logger.debug("_discover_file_glob: #{path}: glob is: #{globbed_dirs}")
if globbed_dirs.empty? && File.file?(path)
globbed_dirs = [path]
@logger.debug("_discover_file_glob: #{path}: glob is: #{globbed_dirs} because glob did not work")
end
globbed_dirs.each do |file|
next if @files.member?(file)
next unless File.file?(file)
@logger.debug("_discover_file: #{path}: new: #{file} (exclude is #{@exclude.inspect})")
...
----
With this hack we can still ensure that a file will be watched even if +++<cite>+++Dir.glob+++</cite>+++ returns an empty array. | null | null | [
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] | logstash-not-picking-up-some-files | https://markhneedham.com/blog/2012/09/07/logstash-not-picking-up-some-files |
false | 2012-09-09 22:29:33 | neo4j/cypher: CREATE UNIQUE - "SyntaxException: string matching regex ``$' expected but ``p' found" | [
"neo4j",
"cypher"
] | [
"neo4j"
] | I've been playing around with the mutating cypher syntax of neo4j which allows you to make changes to the graph as well as query it, a feature introduced into cypher in May in http://blog.neo4j.org/2012/05/neo4j-18m01-release-vindeln-vy.html[release 1.8 M01].
I was trying to make use of the 'http://docs.neo4j.org/chunked/milestone/query-create-unique.html[CREATE UNIQUE]' syntax which allows you to create nodes/relationships if they're missing but won't do anything if they already exists.
I had something like the following:
[source,text]
----
START product1=node:products('product_id:1')
CREATE UNIQUE product1-[:sold]->(sales200010 {type:"product_sales", value: 1, name: "Oct 2000 Sales"})
----
So I already have a product indexed with a 'product_id' of 1 and I wanted to create a relationship to a node defining the sales for that product.
When I tried to execute that query I was ending up with the following error:
[source,text]
----
SyntaxException: string matching regex `$' expected but `p' found
Think we should have better error message here? Help us by sending this query to [email protected].
Thank you, the Neo4j Team.
----
I was a bit puzzled as to why that wouldn't work but eventually I read the http://blog.neo4j.org/2012/08/neo4j-18m07-sharing-is-caring.html[release notes for 1.8 M07] where I learnt that in earlier versions of neo4j 'CREATE UNIQUE' had actually been known as 'RELATE' instead.
Since I'm using 1.8 M06 at the moment I just needed to change 'CREATE UNIQUE' to 'RELATE' but http://neo4j.org/download-thanks/?edition=community&release=1.8.RC1&platform=unix[RC1 is now available] so I'll soon switch to that and go back to 'CREATE UNIQUE' again. | null | null | [
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] | neo4jcypher-create-unique-syntaxexception-string-matching-regex-expected-but-p-found | https://markhneedham.com/blog/2012/09/09/neo4jcypher-create-unique-syntaxexception-string-matching-regex-expected-but-p-found |
false | 2012-09-30 14:58:11 | Data Science: Making sense of the data | [
"data-science-2"
] | [
"Data Science"
] | Over the past month or so https://twitter.com/a5hok[Ashok] and I have been helping one of our clients explore and visualise some of their data and one of the first things we needed to do was make sense of the data that was available.
== Start small
Ashok suggested that we *work with a subset of our eventual data set* so that we could get a feel for the data and quickly see whether what we were planning to do made sense.
Although our data set isn't at 'big data' levels - we're working with hundreds of thousands/millions of data points rather than the terabytes of data I often read about - I think this worked out well for us.
The data we're working with was initially stored in a SQL Server database so the quickest way to get moving was to export it as CSV files and then work with those.
One problem we had with that approach was that we hadn't realised that some product names could have commas in them and since we were using a comma as our field separator this led to products being imported with some quite strange properties!
Since we only had a few thousand records we were able to see that quickly even when running queries which returned all records.
We've been http://www.markhneedham.com/blog/2012/05/05/neo4j-what-question-do-you-want-to-answer/[asking questions of the data] and with the small data set we were able to very quickly get an answer to these questions for a few records and decide whether it would be interesting to find the answer for the whole data set.
== Visual verification of the data
Another useful, and in hindsight obvious, technique is to spend a little bit of time *skimming over the data and look for any patterns which stand out when visualising scanning the file*.
For example, one import that we did had several columns with NULL values in and we initially tried to parse the file and load it into neo4j.
After going back and skimming the file we realised that we hadn't understood how one of the domain concepts worked and those NULL values did actually make sense and we'd need to change our import script.
On another occasion skimming the data made it clear that we'd made a mistake with the way we'd exported the data and we had to go back and try again.
I'm sure there are other useful techniques we can use when first playing around with a new data set so feel free to point those out in the comments! | null | null | [
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] | data-science-making-sense-of-the-data | https://markhneedham.com/blog/2012/09/30/data-science-making-sense-of-the-data |
false | 2012-09-30 15:48:10 | Testing XML generation with vimdiff | [
"coding",
"testing"
] | [
"Testing"
] | A couple of weeks ago I spent a bit of time writing a Ruby DSL to automate the setup of load balancers, firewall and NAT rules through the http://communities.vmware.com/community/vmtn/developer/forums/vcloudapi?rct=j&q=&esrc=s&source=web&cd=1&ved=0CC4QFjAA&url=http://www.vmware.com/go/vcloudapi&ei=QWNoUOz4JqOG0AX74oHwBA&usg=AFQjCNHrnaSOCy4H4jMXwEvIB9WEhp2eXg&sig2=cBNs29bb-q8VoCGf_wN38w[VCloud API].
The VCloud API deals primarily in XML so the DSL is just a thin layer which creates the appropriate mark up.
When we started out we configured everything manually through the web console and then exported the XML so the first thing that the DSL needed to do was create XML that matched what we already had.
My previous experience using testing frameworks to do this is that they'll tell you whether the XML you've generated is equivalent to your expected XML but if they differ *it isn't easy to work out what was different*.
I therefore decided to use a poor man's approach where I first copied one rule into an XML file, attempted to replicate that in the DSL, and then used http://vimdoc.sourceforge.net/htmldoc/diff.html[vimdiff] to compare the files.
Although I had to manually verify whether or not the code was working I found this approach useful as any differences between the two pieces of XML were very easy to see.
90% of the rules were almost identical so I focused on the 10% that were different and once I'd got those working it was reasonably plain sailing.
My vimdiff command read like this:
[source,text]
----
ruby generate_networking_xml.rb > bar && vimdiff -c 'set diffopt+=iwhite' bar initialFirewall.xml
----
After I was reasonably confident that I understood the way that the XML should be generated I created an Rspec test which checked that we could correctly create all of the existing configurations using the DSL.
While discussing this approach with https://twitter.com/jennifersmithco[Jen] she suggested that an alternative would be to start with a Rspec test with most of the rules hard coded in XML and then replace them one by one with the DSL.
I think that probably does make more sense but I still quite like my hacky approach as well! | null | null | [
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] | testing-xml-generation-with-vimdiff | https://markhneedham.com/blog/2012/09/30/testing-xml-generation-with-vimdiff |
false | 2012-09-30 19:47:32 | neo4j: Handling SUM's scientific notation | [
"neo4j",
"cypher"
] | [
"neo4j"
] | In some of the recent work I've been doing with neo4j the queries I've written have been summing up the values from multiple nodes and after a certain number is reached the value returned used scientific notation.
For example in a cypher query like this:
[source,text]
----
START category = node:categories('category_id:1')
MATCH p = category-[:has_child*1..5]->subCategory-[:has_product]->product-[:sold]->sales
RETURN EXTRACT(n in NODES(p) : n.category_id?),subCategory.category_id, SUM(sales.sales)
----
I might get a result set like this:
[source,text]
----
+------------------------------------------------------------------------------------------------+
| EXTRACT(n in NODES(p) : n.category_id?) | subCategory.category_id | SUM(sales.sales) |
+------------------------------------------------------------------------------------------------+
| ["246","254","255","3279",<null>,<null>] | "3279" | 3.07213e07 |
| ["246","3649","3650","4362",<null>,<null>] | "4362" | 1.023412e06 |
| ["246","287","291","308",<null>,<null>] | "308" | 504712.5999448135 |
+------------------------------------------------------------------------------------------------+
----
I wanted to be able to add the first two rows together but still have them return separately which meant I needed to convert the values into decimal notation in order to do so.
I came across http://stackoverflow.com/questions/8586357/how-to-convert-a-scientific-notation-string-to-decimal-notation[a Stack Overflow thread explaining how to do it in Ruby]:
[source,ruby]
----
> "%f" % "3.07213e07"
=> "30721300.000000"
----
or
[source,ruby]
----
> "3.07213e07".to_f
=> 30721300.0
----
If we want to http://www.coderanch.com/t/417237/java/java/format-scientific-notation-double-non[do the same thing in Java] it'd read like this:
[source,java]
----
double d = Double.parseDouble("3.07213e07");
NumberFormat formatter = new DecimalFormat("###.#####");
String f = formatter.format(d);
System.out.println(f);
// returns 30721300
----
I couldn't see a way to make the SUM function return in decimal notation but it'd be neat if there was a way to.
For now we have to apply some formatting on the result if we want to do any calculations with it. | null | null | [
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] | neo4j-handling-sums-scientific-notation | https://markhneedham.com/blog/2012/09/30/neo4j-handling-sums-scientific-notation |
false | 2012-09-30 13:44:18 | Data Science: Scrapping the data together | [
"data-science-2"
] | [
"Data Science"
] | On Friday http://martinfowler.com/[Martin], https://twitter.com/drnsmth[Darren] and I were discussing the ThoughtWorks graph that I was working on earlier in the year and Martin pointed out that an interesting aspect of this type of work is that *the data you want to work with isn't easily available*.
You therefore need to find a way to scrap the data together to make some headway and then maybe at a later stage once some progress has been made it will become easier to replace that with a cleaner solution.
In this case I became curious about exploring the relationships between people in ThoughtWorks but there aren't any APIs on our internal systems so I had to find another way to get the data that I wanted.
The obvious way to do that was to get a copy of the database used by our internal staffing system but I didn't know anybody who worked on that team and trying to get the data that way *would therefore be slow and lose my initial enthusiasm*.
My only alternative was to go via our staffing application and derive the data that way.
I ended up writing some Selenium scripts to crawl the application for people, projects and clients and save that data to JSON files which I later parsed to build up the graph.
The other bit of data that I was curious about was the sponsor relationships inside the company which is kept in a Google spreadsheet.
I wasn't allowed access to that spreadsheet until I was able to show what I was going to use the data for so I first needed to put together something using the other data I'd screen scrapped.
Once I did get the spreadsheet I spent around 3 hours cleaning the data so I could integrate it with the other data I had.
This involved fixing misspelt names and updating the spreadsheets where I knew that the data was out of date - it's certainly not very glamorous work but it helped me to http://www.markhneedham.com/blog/2012/06/21/visualising-a-neo4j-graph-using-gephi/[get to a visualisation which I wrote about in an earlier post].
I haven't done a lot of work in this area but I wouldn't be surprised if it's common that we have to use relatively guerilla tactics like the above to get us up and running. | null | null | [
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] | data-science-scrapping-the-data-together | https://markhneedham.com/blog/2012/09/30/data-science-scrapping-the-data-together |
false | 2012-09-23 19:23:54 | Network Address Translation | [
"snat",
"nat",
"dnat"
] | [
"Networking"
] | I've often heard people talking about Network Address Translation (NAT) but I never really understood exactly how it worked until we started configuring some virtual data centres on my current project.
This is an attempt at documenting my own current understanding so I won't forget in future.
In our case we've been provisioning a bunch of machines into different private networks, and each machine therefore has an IP in the range of http://en.wikipedia.org/wiki/Private_network[IPv4 addresses reserved for private networks]:
* 10.0.0.0 - 10.255.255.255
* 172.16.0.0 - 172.31.255.255
* 192.168.0.0 - 192.168.255.255
We've been using IP addresses from the 10._._.* allocation so all our machines have an IP address in that range.
As I understand it private IP addresses were initially allocated because there are a http://www.technewsworld.com/story/71793.html[limited number of IPv4 addresses available] and because we don't necessarily want every machine to be directly accessible to the internet.
NAT becomes necessary when we want machines outside the private network to access our machine (e.g. we want to host a web server) or if we want to access things outside the network from our machine (e.g. we want to run an 'apt-get update').
In the first case we'd already have a publicly accessible IP address but creating a connection to it would only take us to a router/firewall.
If we want the connection to make its way to our web server we'd need to create a Destination NAT (*DNAT*) rule which will translate the destination IP address and port in the IP header of the IP packet accordingly.
image::{{<siteurl>}}/uploads/2012/09/dnat.png[Dnat,515]
We've created a little DSL which allows us to define these rules:
[source,ruby]
----
dnat :original => { :ip => "217.191.90.72", :port => 80 },
:translated => { :ip => "10.0.0.2", :port => 80 }
----
As far as I understand it there would be a table which keeps track of these rules and if it sees request coming in on 217.191.90.72 on port 80 it will forward that on to 10.0.0.2 port 80.
If it's for any other port then there will will be no such forwarding.
If we want to access the internet from our 10.0.0.2 machine we will need to put in a Source NAT (*SNAT*) rule to translate our source IP address and port otherwise any machines we send a request to will have no way of routing the response back to us.
In this case we wrote a more encompassing rule since we want all the machines in any of our networks to be treated the same way:
[source,ruby]
----
snat :original => { :ip => "10.0.0.0/8" }, # this means 10.*.*.*
:translated => { :ip => "217.191.90.72" }
----
In this example 217.191.90.72 would be a public IP address that we have available and any requests coming from machines within our network will look like they came from there.
If we make a request to google (74.125.230.142) from 10.0.0.2 we might create a TCP connection using port 23479 so our NAT software would at least need to translate the source IP from 10.0.0.2 to 217.191.90.72 and possibly the port too.
The NAT software creates some sort of internal state in a NAT session to remember the translations that have been done so that when the response comes back from google it can be routed back to 10.0.0.2 on port 23479.
image::{{<siteurl>}}/uploads/2012/09/snat.png[Snat,491]
There is more going on behind the scenes to ensure that the checksums are changed accordingly but conceptually this is what's happening.
The http://www.redbooks.ibm.com/abstracts/gg243376.html[TCP/IP red book] has a section where it explains this in more detail but I found the chapter in http://www.amazon.co.uk/TCP-Illustrated-Protocols-Addison-Wesley-Professional/dp/0321336313/ref=sr_1_2?ie=UTF8&qid=1348427594&sr=8-2[TCP/IP Illustrated: The Protocols] an easier read.
If I've got anything wrong please feel free to point it out in the comments and I'll update the post. | null | null | [
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] | network-address-translation | https://markhneedham.com/blog/2012/09/23/network-address-translation |
false | 2012-09-23 10:29:10 | neo4j: The Batch Inserter and the sunk cost fallacy | [
"neo4j"
] | [
"neo4j"
] | About a year and a half ago http://www.markhneedham.com/blog/2011/04/17/the-sunk-cost-fallacy/[I wrote about the sunk cost fallacy] which is defined like so:
____
*The Misconception*: You make rational decisions based on the future value of objects, investments and experiences. *The Truth*: Your decisions are tainted by the emotional investments you accumulate, and the more you invest in something the harder it becomes to abandon it.
____
Over the past few weeks https://twitter.com/A5HOK[Ashok] and I have been doing some exploration of one of our client's data by modelling it in a neo4j graph and seeing what interesting things the traversals reveal.
We needed to import around 800,000 nodes with ~ 2 million relationships and because I find that the feedback loop in Ruby is much quicker than Java I suggested that we write the data loading code using the https://github.com/andreasronge/neo4j[neo4j.rb] gem.
Initially we just loaded a small subset of the data so that we could get a rough feel for it and check that we were creating relationships between nodes that actually made sense.
It took a couple of minutes to load everything but that was quick enough.
Eventually, however, we wanted to load the full data set and realised that this approach wasn't really going to scale very well.
The first version created every node/relationship within its own transaction and took around an hour to load everything.
To speed that up we batched up the nodes and only committed a transaction every 10,000 nodes which took the time down to around 20 minutes which was not bad but not amazing.
At one stage Ashok suggested we should try out the http://docs.neo4j.org/chunked/stable/batchinsert.html[batch inserter API] but having spent quite a few hours getting the Ruby version into shape *I really didn't want to let it go* - the sunk cost fallacy in full flow!
A couple of days later we got some new data to load on top of the initial graph and Ashok suggested we use the batch inserter just for that bit of data.
Since that didn't involve deleting any of the code we'd already written I was more keen to try that out.
This time we were adding around 200 nodes but another 1 million relationships to the existing nodes and the end to end time for this bit of code to run was 24 seconds.
Having finally been convinced that the batcher inserter was way better than anything else I spent a couple of hours earlier this week moving all our Ruby code over and it now takes just under 2 minutes to load the whole graph.
To learn how to write code for the batcher inserter we followed the examples from https://github.com/neo4j/community/blob/1.7.2/kernel/src/test/java/examples/BatchInsertExampleTest.java[BatchInsertExampleTest] which covered everything that we wanted to do.
Hopefully the next time I come across such a situation I'll be better able to judge when I'm holding onto something even when I should just let go! | null | null | [
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] | neo4j-the-batch-inserter-and-the-sunk-cost-fallacy | https://markhneedham.com/blog/2012/09/23/neo4j-the-batch-inserter-and-the-sunk-cost-fallacy |
false | 2012-09-23 22:46:09 | Java: Parsing CSV files | [
"java"
] | [
"Java"
] | As I mentioned in a previous post I recently moved a http://www.markhneedham.com/blog/2012/09/23/neo4j-the-batch-inserter-and-the-sunk-cost-fallacy/[bunch of neo4j data loading code from Ruby to Java] and as part of that process I needed to parse some CSV files.
In Ruby I was using http://fastercsv.rubyforge.org/[FasterCSV] which became the http://stackoverflow.com/questions/5011395/what-is-ruby-1-9-standard-csv-library[standard CSV library from Ruby 1.9] but it's been a while since I had to parse CSV files in Java so I wasn't sure which library to use.
I needed a library which could parse a comma separated file where there might be commas in the values of one of the fields. I think that's fairly standard behaviour in any CSV library but my http://www.linuxquestions.org/questions/linux-general-1/parsing-a-comma-separated-csv-file-where-fields-have-commas-in-to-714332/[googling led me to OpenCSV].
It can be http://downloads.sourceforge.net/project/opencsv/opencsv/2.3/opencsv-2.3-src-with-libs.tar.gz?r=&ts=1348439616&use_mirror=ignum[downloaded from here] and so far seems to do the job!
This is an example of how I'm using it:
[source,java]
----
String filePath = "/Users/mneedham/data/awesome-csv-file.csv";
CSVReader reader = new CSVReader(new FileReader(filePath), ',');
List<String[]> csvEntries = reader.readAll();
Iterator<String[]> iterator = csvEntries.iterator();
while (iterator.hasNext()) {
String[] row = iterator.next();
System.out.println("field 1: " + row[0]);
}
----
There are more use cases described on the http://opencsv.sourceforge.net/[home page]. | null | null | [
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] | java-parsing-csv-files | https://markhneedham.com/blog/2012/09/23/java-parsing-csv-files |
false | 2012-09-15 07:54:04 | Bash: Piping data into a command using heredocs | [
"shell"
] | [
"Shell Scripting"
] | I've been playing around with some data modelled in neo4j recently and one thing I wanted to do is run an adhoc query in the http://docs.neo4j.org/chunked/stable/shell-starting.html[neo4j-shell] and grab the results and do some text manipulation on them.
For example I wrote a query which outputted the following to the screen and I wanted to sum together all the values in the 3rd column:
[source,text]
----
| ["1","2","3"] | "3" | 1234567 |
| ["4","5","6"] | "6" | 8910112 |
----
Initially I was pasting the output into a text file and then running the following sequence of commands to work it out:
[source,text]
----
$ cat blah2.txt| cut -d"|" -f 4 | awk '{s+=$0} END {print s}'
10144679
----
One way to avoid having to create +++<cite>+++blah2.txt+++</cite>+++ would be to echo the output into standard out like so:
[source,text]
----
$ echo "| ["1","2","3"] | "3" | 1234567 |
| ["4","5","6"] | "6" | 8910112 | " | cut -d"|" -f 4 | awk '{s+=$0} END {print s}'
10144679
----
But it gets a bit confusing as the number of lines of results increases and you have to keep copy/pasting the cut and awk parts of the chain around which was annoying.
One of the things I read on the bus this week was a blog post going through a bunch of http://www.catonmat.net/blog/bash-one-liners-explained-part-three/[bash one liners] and half way through it covers piping data into commands using heredocs which I'd completely forgotten about!
A simple example could be to send a simple message to +++<cite>+++cat+++</cite>+++ which will output the message to standard out:
[source,text]
----
$ cat <<EOL
heredoc> hello i am mark
heredoc> EOL
hello i am mark
----
That works if we want to pipe data into a single command but I didn't know how we'd be able to pipe the output of that command to another command.
In fact it's actually reasonably simple:
[source,text]
----
$ cat <<EOL | cut -d"|" -f 4 | awk '{s+=$0} END {print s}'
pipe pipe heredoc> | ["1","2","3"] | "3" | 1234567 |
pipe pipe heredoc> | ["4","5","6"] | "6" | 8910112 |
pipe pipe heredoc> EOL
10144679
----
And now I have no need to create random text files all over my machine! | null | null | [
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] | bash-piping-data-into-a-command-using-heredocs | https://markhneedham.com/blog/2012/09/15/bash-piping-data-into-a-command-using-heredocs |
false | 2012-09-15 09:06:02 | cURL and the case of the carriage return | [
"shell"
] | [
"Shell Scripting"
] | We were doing some work this week where we needed to make a couple of calls to an API via a shell script and in the first call we wanted to capture one of the lines of the HTTP response headers and use that as in input to the second call.
The way we were doing this was something like the following:
[source,text]
----
#!/bin/bash
# We were actually grabbing a different header but for the sake
# of this post we'll say it was 'Set-Cookie'
AUTH_HEADER=`curl -I http://www.google.co.uk | grep Set-Cookie`
echo $AUTH_HEADER
----
When we echoed +++<cite>+++$AUTH_HEADER+++</cite>+++ it looked exactly as we'd expect...
[source,text]
----
$ ./blah.txt 2>/dev/null
Set-Cookie: NID=63=gwfYa4fhbdqYyEdySrFn1AYybExgjQbQUKPdC5sZ5orRznGY-bt3gTwlc0XaPXv
TxmCIyjDzKWOGBCYlOouQ5-2l7gQGOAj90VrY3LLabRqwJ5Y3zlf-dNR6Y5U3VDKw;
expires=Sun, 17-Mar-2013 08:28:25 GMT; path=/; domain=.google.co.uk; HttpOnly
----
...but when we passed that value into the next cURL command it was returning a 401 response code which suggested that we hadn't even sent the header at all.
We changed the code so that we manually assigned +++<cite>+++AUTH_HEADER+++</cite>+++ with the correct value and then everything worked fine which suggested there was something weird in the value we were getting back from cURL.
We were constructing the arguments to our next cURL command like so:
[source,text]
----
#!/bin/bash
# We were actually grabbing a different header but for the sake
# of this post we'll say it was 'Set-Cookie'
AUTH_HEADER=`curl -I http://www.google.co.uk | grep Set-Cookie`
echo $AUTH_HEADER
ARGS="-H $AUTH_HEADER OTHER RANDOM STUFF HERE"
echo $ARGS
----
When we ran that we noticed that +++<cite>+++$ARGS+++</cite>+++ was displaying some quite strange behaviour where the text after +++<cite>+++$AUTH_HEADER+++</cite>+++ was overriding the value of +++<cite>+++$AUTH_HEADER+++</cite>+++:
[source,text]
----
$ ./blah.txt 2>/dev/null
Set-Cookie: NID=63=rma3ah7oBhyirDUqFPODHfaTK9XOqs0CPapYVgTM6vHyCgDTcXs2P_mVDI_hnsap
33E3E6k54b50J8MLc85JadBAiMdhq5HDeH-LbLqwy_hUAOj-1w-YwZOHW7okuiEy;
expires=Sun, 17-Mar-2013 08:37:47 GMT; path=/; domain=.google.co.uk; HttpOnly
Set-Cookie: NID=63=rma3ah7oBhyirDUqFPODHfaTK9XOqs0CPapYVgTM6vHyCgDTcXs2P_mVDI_hnsap
33E3E6k54b50J8MLc85JadBAiMdhq5HDeH-LbLqwy_hUAOj-1w-YwZOHW7okuiEy;
expires=Sun, 17-Mar-2013 08:37:47 GMT; path=/; dom RANDOM TEXT SO RANDOMpOnly
----
https://twitter.com/psd[Paul] was wondering by at the time so we asked him if he could think of anything that could be leading to what we were seeing. He suggested there was probably a http://www.maxi-pedia.com/Line+termination+line+feed+versus+carriage+return+0d0a[carriage return] lurking at the end of the line.
https://twitter.com/nickstenning[Nick] showed us how we could prove that was the case using +++<cite>+++http://linuxcommand.org/man_pages/xxd1.html[xxd]+++</cite>+++:
[source,text]
----
xxd <<< $AUTH_HEADER
----
When we ran the script again we could see the carriage return character (0d) at the end of the line:
[source,text]
----
$ ./blah.txt 2>/dev/null
Set-Cookie: NID=63=QDECY69302tLN0CSMyug-TzzczxzGNWs70i8huV60qM7BFv18F63dNSz4trqzHXvzbKXNLb
gBcLKKCTuOSTCjS6w_6UNJVrkZ6G_lLxSSyCeHaK4iJGW8XWu86i7CsOB;
expires=Sun, 17-Mar-2013 08:55:37 GMT; path=/; domain=.google.co.uk; HttpOnly
...
0000160: 2f3b 2064 6f6d 6169 6e3d 2e67 6f6f 676c /; domain=.googl
0000170: 652e 636f 2e75 6b3b 2048 7474 704f 6e6c e.co.uk; HttpOnl
0000180: 790d 0d0a y..
----
Nick then showed us how to get rid of it using +++<cite>+++tr+++</cite>+++ like so:
[source,text]
----
AUTH_HEADER=`curl -I http://www.google.co.uk | grep Set-Cookie` | tr -d '\r'`
---- | null | null | [
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] | curl-and-the-case-of-the-carriage-return | https://markhneedham.com/blog/2012/09/15/curl-and-the-case-of-the-carriage-return |
false | 2012-09-12 22:53:39 | While waiting for VMs to provision... | [
"shell"
] | [
"Shell Scripting"
] | https://twitter.com/philandstuff[Phil] and I spent part of the day provisioning new virtual machines for some applications that we need to deploy which involves running a provisioning script and then opening another terminal and repeatedly trying to ssh into the box until it succeeds.
Eventually we got bored of doing that so we figured out a nice little one liner to use instead:
[source,text]
----
while :; do ssh 10.0.0.2; done
----
The ':' is a http://urchin.earth.li/~twic/Some_Bash_Scripting_Notes.html[bash noop] and is http://tldp.org/LDP/abs/html/special-chars.html[defined like so]:
____
*null command [colon].* This is the shell equivalent of a "NOP" (no op, a do-nothing operation). It may be considered a synonym for the shell builtin true. The ":" command is itself a Bash builtin, and its exit status is true (0).
____
In this case it helps us to create an infinite loop which exits once an ssh session is established, meaning that the machine has its ssh daemon running and is ready to roll.
Since we're using a puppet client/server setup we also want to run something on the puppet master to make sure that the client's certificate has been signed.
Here we can use the 'http://en.wikipedia.org/wiki/Watch_(Unix)[watch]' command to help us out:
[source,text]
----
watch "puppet cert list -a | grep new-client-new"
----
So we'll see an empty screen until the client has sent a certificate request that's been picked up by the puppet master and then we'll see it come up.
As usual if you know any cooler ways to do the same things let me know in the comments! | null | null | [
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] | while-waiting-for-vms-to-provision | https://markhneedham.com/blog/2012/09/12/while-waiting-for-vms-to-provision |
false | 2012-09-13 00:17:49 | Unix: Caught out by shell significant characters | [
"shell"
] | [
"Shell Scripting"
] | One of the applications that https://twitter.com/philandstuff[Phil] and I were deploying today needed a MySQL server and part of our puppet code to provision that node type runs a command to setup the privileges for a database user.
The unevaluated puppet code reads like this:
[source,text]
----
/usr/bin/mysql -h ${host} -uroot ${rootpassarg} -e "grant all on ${name}.* to ${user}@'${remote_host}' identified by '$password'; flush privileges;"
----
In the application we were deploying that expanded into something like this:
[source,text]
----
/usr/bin/mysql -h localhost -uroot root_pw -e "grant all on db_name.* to db_user@'%' identified by 'awe$ome+password'; flush privileges;"
----
Unfortunately when we ran puppet it was executing without any problems but when we tried to connect to MySQL using 'db_user' with a password of 'awe$ome+password' we kept being denied access.
We tried changing the password to 'bob' to see what would happen, expecting that to fail as well, but were actually able to login so we figured there was something wrong with the password.
Phil suggested echoing the command to see what it was being evaluated to in the shell and once we did that we realised that the password was actually being set to 'awe+password' because the +++<cite>+++$ome+++</cite>+++ bit was being evaluated as a shell variable.
This happens because http://www.howtogeek.com/howto/29980/whats-the-difference-between-single-and-double-quotes-in-the-bash-shell/[shell variables are evaluated] if they are enclosed in "" which is the case here as our whole grant statement is enclosed in "". If variables are enclosed in '' then they won't be evaluated:
[source,text]
----
$ mark="foo"; echo "$mark"
foo
----
[source,text]
----
$ mark="foo"; echo '$mark'
$mark
----
In this case we can therefore switch the '' and "" around to solve the problem:
[source,text]
----
/usr/bin/mysql -h localhost -uroot root_pw -e 'grant all on db_name.* to db_user@"%" identified by awe$ome+password"; flush privileges;'
---- | null | null | [
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] | unix-caught-out-by-shell-significant-characters | https://markhneedham.com/blog/2012/09/13/unix-caught-out-by-shell-significant-characters |
false | 2012-08-05 09:45:08 | neo4j: Creating a custom index with neo4j.rb | [
"neo4j"
] | [
"neo4j"
] | As I http://www.markhneedham.com/blog/2012/07/30/london-bus-stops-api-mapping-northingeasting-values-to-latlong/[mentioned in my last post] I've been playing around with the http://www.tfl.gov.uk/businessandpartners/syndication/16493.aspx#17463[TFL Bus stop location and routes API] and one thing I wanted to do was load all the bus stops into a neo4j database using the https://github.com/andreasronge/neo4j[neo4j.rb] gem.
I initially populated the database via https://github.com/maxdemarzi/neography/[neography] but it was taking around 20 minutes each run and I figured it'd probably be much quicker to populate it directly rather than using the REST API.
Creating nodes is reasonably simple, and the code to add bus stops looks like this:
[source,ruby]
----
require 'neo4j'
Neo4j::Transaction.run do
stops_to_add = [ {:name => "Walworth Road", :code => 10001 }]
stops_to_add.each do |stop|
node = Neo4j::Node.new(:name => stop[:name], :code => stop[:code], :type => "stop")
puts "Code: #{stop[:code]}, Stop: #{stop[:name]}"
end
end
----
I wanted to be able to search for bus stops using cypher so I needed to create an index for each stop to allow me to do that easily.
I initially tried creating a +++<cite>+++Stop+++</cite>+++ class and defining the index in there http://neo4j.rubyforge.org/guides/lucene.html[as suggested in the documentation] but from what I could tell it created an index named after the string representation of the +++<cite>+++Stop+++</cite>+++ object which made it difficult to use in http://docs.neo4j.org/chunked/stable/cypher-query-lang.html[cypher].
Eventually I came across https://github.com/andreasronge/neo4j/wiki/Neo4j%3A%3ACore-Lucene[another page] which explained that I needed to create a 'custom index' if I wanted to be able to reference it by name.
I ended up with the following:
[source,ruby]
----
class StopsIndex
extend Neo4j::Core::Index::ClassMethods
include Neo4j::Core::Index
self.node_indexer do
index_names :exact => 'stops'
trigger_on :type => "stop"
end
index :code
end
----
As far as I understand this index gets triggered when you're inside a transaction adding a node of type 'stop' which is what I'm doing here.
With the index defined this way it's now possible to look up stops using cypher:
[source,text]
----
START stop = node:stops(code = "10001")
RETURN stop
----
And when later on in the code I wanted to add a 'route' between stops I could look up the stops like so:
[source,ruby]
----
Neo4j::Transaction.run do
stop1 = StopsIndex.find("code: \"10001\"").first
stop2 = StopsIndex.find("code: \"10002\"").first
Neo4j::Relationship.new(:route, stop1, stop2, { :bus_number => 1 })
end
----
The https://github.com/mneedham/london-buses/blob/master/data/load.rb[full code for this is on github]. | null | null | [
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] | neo4j-creating-a-custom-index-with-neo4j-rb | https://markhneedham.com/blog/2012/08/05/neo4j-creating-a-custom-index-with-neo4j-rb |
false | 2012-08-16 23:31:28 | puppetdb: Failed to submit 'replace catalog' command for client to PuppetDB at puppetmaster:8081: [500 Server Error] | [
"puppet",
"puppetdb"
] | [
"Software Development"
] | I'm still getting used to the idea of *following the logs* when working out what's going wrong with distributed systems but it worked well when trying to work out why our puppet client which was throwing this error when we ran 'puppet agent -tdv':
[source,text]
----
err: Could not retrieve catalog from remote server: Error 400 on SERVER: Failed to submit 'replace catalog' command for client to PuppetDB at puppetmaster:8081: [500 Server Error]
----
We were seeing the same error in +++<cite>+++/var/log/syslog+++</cite>+++ on the puppet master and a quick look at the process list didn't show that the puppet master or puppetdb services were under a particularly heavy load.
http://serverfault.com/questions/403753/puppet-gives-ssl-error-because-master-is-not-running[Eventually] we ended up looking at the puppetdb logs which showed that it was running out of memory:
+++<cite>+++/var/log/puppetdb/puppetdb.log+++</cite>+++
[source,text]
----
2012-08-15 17:48:38,535 WARN [qtp814855969-66] [server.AbstractHttpConnection] /commands
java.lang.OutOfMemoryError: Java heap space
----
The default +++<cite>+++/etc/default/puppetdb+++</cite>+++ only has 192MB of heap space so we upped that to 1GB and problem solved! (at least for now)
+++<cite>+++/etc/default/puppetdb+++</cite>+++
[source,text]
----
###########################################
# Init settings for puppetdb
###########################################
# Location of your Java binary (version 6 or higher)
JAVA_BIN="/usr/bin/java"
# Modify this if you'd like to change the memory allocation, enable JMX, etc
JAVA_ARGS="-Xmx1024m"
# These normally shouldn't need to be edited if using OS packages
USER="puppetdb"
INSTALL_DIR="/usr/share/puppetdb"
CONFIG="/etc/puppetdb/conf.d"
---- | null | null | [
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] | puppetdb-failed-to-submit-replace-catalog-command-for-client-to-puppetdb-at-puppetmaster8081-500-server-error | https://markhneedham.com/blog/2012/08/16/puppetdb-failed-to-submit-replace-catalog-command-for-client-to-puppetdb-at-puppetmaster8081-500-server-error |
false | 2012-08-28 21:22:36 | The Curse Of Knowledge | [
"software-development"
] | [
"Software Development"
] | My colleague https://twitter.com/anand003/[Anand Vishwanath] recently recommended the book 'http://www.amazon.co.uk/Made-Stick-ideas-others-unstuck/dp/009950569X/ref=sr_1_1?ie=UTF8&qid=1346108348&sr=8-1[Made To Stick]' and one thing that has really stood out for me while reading it is the idea of the 'The Curse Of Knowledge' which is described like so:
____
Once we know something, we find it hard to imagine what it was like not to know it. Our knowledge has "cursed" us. And it becomes difficult for us to share out knowledge with others, because can't readily re-create our listeners' state of mind.
____
This is certainly something I imagine that most people have experienced, perhaps for the first time at school when we realised that the best teacher of a subject isn't necessarily the person who is best at the subject.
I'm currently working on an infrastructure team and each week every team does a mini showcase where they show the other teams some of the things they've been working on.
It's a very mixed audience - some very technical people and some not as technical people - so we've found it quite difficult to work out how exactly we can explain what we're doing in a way that people will be able to understand.
A lot of what we're doing is quite abstract/not very visible and the first time we presented we assumed that some things were 'obvious' and didn't need an explanation.
Having experienced a lot of blank looks we learnt that *they're only obvious if you spend the whole day doing them*.
We needed to find a way to make what we were doing a bit more accessible by closing the gap between what people currently knew and our topic.
One effective way of doing this is to step up a level of abstraction and describe what the goal is rather than spending too long on the implementation details.
An example of something we presented was http://logstash.net/[logstash], a tool used to collect logs from a bunch of different sources and then allows us to run regular expressions over them to make the data more easily searchable.
When explaining this in the demo a colleague explained its use from the point of view of something going wrong with one of the applications and the need to fix it quickly.
He pointed out that it's much easier to do this if all the information we need is in one place and is easy to search, thereby explaining why logstash was useful.
By weaving our use of logstash into a more general story that people do understand we've been able to make this and other technical things that we're working on more accessible to others.
We also realised that people tend to forget what we've talked about previously so now when we present something we spend a bit of time refreshing people's minds so that they have a reference point to work from.
All the things we've tried try to make what can see abstract more concrete which is one of the six ways that the authors of 'Made To Stick' suggest to make our ideas more memorable.
It's a good book, worth flicking through at the very least! | null | null | [
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] | the-curse-of-knowledge | https://markhneedham.com/blog/2012/08/28/the-curse-of-knowledge |
false | 2012-08-10 00:58:46 | SSHing onto machines via a jumpbox | [
"shell-scripting-2",
"ssh"
] | [
"Shell Scripting"
] | We wanted to be able to ssh into some machines which were behind a firewall so we set up a http://blog.industrialdefender.com/?p=612[jumpbox] which our firewall directed any traffic on port 22 towards.
Initially if we wanted to SSH onto a machine inside the network we'd have to do a two step process:
[source,text]
----
$ ssh jumpbox
# now on the jumpbx
$ ssh internal-network-machine
----
That got a bit annoying after a while so http://www.linkedin.com/in/samsharpe[Sam] showed us a neat way of proxying the second ssh command through the first one by making use of http://netcat.sourceforge.net/[netcat].
We put the following into +++<cite>+++~/.ssh/config+++</cite>+++:
[source,text]
----
Host jumpbox jumpbox-ip
Hostname jumpbox-ip
User user
IdentityFile ~/.ssh/id_rsa
ProxyCommand none
Host internal-network-machine
Hostname internal-network-machine-ip
Host 10.*
User ubuntu
ProxyCommand ssh jumpbox exec nc -w 9000 %h %p
UserKnownHostsFile /dev/null
StrictHostKeyChecking no
----
The '-w 9000' flag defines a 2 1/2 hour wait period so that any http://www.lofar.org/wiki/doku.php?id=public:ssh-usage[orphaned connections will die off] within that time.
%h and %p represent the host and port of the internal machine so in this case %h is 'internal-network-machine-ip' and the port will be 22.
We can then just do the following to ssh into the machine:
[source,text]
----
ssh internal-network-machine
----
Which is pretty neat!
This is http://benno.id.au/blog/2006/06/08/ssh_proxy_command[explained further on benno's blog] and on the http://www.undeadly.org/cgi?action=article&sid=20070925181947[Open BSD journal]. | null | null | [
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] | sshing-onto-machines-via-a-jumpbox | https://markhneedham.com/blog/2012/08/10/sshing-onto-machines-via-a-jumpbox |
false | 2012-08-31 21:18:19 | Book Review: The Retrospective Handbook - Pat Kua | [
"retrospective",
"books",
"book-review"
] | [
"Books"
] | My colleague http://twitter.com/patkua[Pat Kua] recently published a book he's been working on for the first half of the year titled 'http://leanpub.com/the-retrospective-handbook[The Retrospective Handbook]' - a book in which Pat shares his experiences with retrospectives and gives advice to budding facilitators.
I was intrigued what the book would be like because the skill gap between Pat and me with respect to facilitating retrospectives is huge and I've often found that experts in a subject can have a tendency to be a bit preachy when writing about their subject!
In actual fact *Pat has done a great job making the topic accessible to all skill levels* and several times covers typical problems with retrospectives before describing possible solutions.
These were some of the things that I took away:
* One of the most interesting parts of the book was a section titled 'Be Aware of Cultural Dimensions' where Pat covers some of the different challenges we have when people from different cultures work together. I found the *power distance index* (PDI) especially interesting:
+
____
The extent to which the less powerful members of organisations and institutions accept and expect that power is distributed unequally
____
+
If you come from a culture with a low PDI you're more likely to challenge something someone else said regardless of their role but if you're from a culture with a high PDI you probably won't say anything. The US/UK tend to have low PDI whereas India has a high PDI - something I found fascinating when participating in retrospectives in India in 2010/2011. I think the facilitator needs to be aware of this otherwise they might make someone very uncomfortable by pushing them too hard to share their opinion.
* A theme across the book is that *retrospectives aren't about the facilitator* - the facilitator's role is to help guide the team through the process and keep things moving, they shouldn't be the focal point. In my opinion if a facilitator is doing that well then they'd be almost invisible much like a football referee when they're having a good game!
* The 'First-Time Facilitation Tips' chapter is particularly worth reading and reminded me that part of the facilitator's role is to *encourage equal participation from the group*:
+
____
A common, shared picture is only possible if all participants give their input freely and share their view of the story. This is difficult if one or two people are allowed to dominate discussions. Part of your role as a facilitator is to use whatever techniques you can to ensure a balanced conversation occurs.
____
+
I think this is much easier for an external facilitator to do as they won't have the burden of inter team politics/hierarchy to deal with. Pat goes on to suggests splitting the group up into smaller groups as one technique to get people involved, an approach I've found works and from my experience this works really well and gets around the problem that many people aren't comfortable discussing things in big groups.
* There's *nothing more boring than doing the same retrospective week after week*, nor is there a quicker way to completely put people off them, so I was pleased to see that Pat dedicated a chapter to keeping retrospectives fresh. He suggests a variety of different techniques including bringing food or running the retrospective in a different location to normal to keep it interesting. I've heard of colleagues in Brazil doing their retrospectives outside which is another angle on this theme!
* Another good tip is that *when creating actions we don't need to spend time getting someone to sign up for them right there and then* - an alternative is to encourage people to walk the wall and pick ones they feel they can take care of.
I think this book compliments Esther Derby/Diana Larsen's 'http://www.amazon.co.uk/Agile-Retrospectives-Making-Pragmatic-Programmers/dp/0977616649/ref=sr_1_1?ie=UTF8&qid=1346394439&sr=8-1[Agile Retrospectives]' really well.
I find their book really useful for finding exercises to use in retrospectives to keep it interesting whereas Pat's book is more about the challenges you're likely to face during the retrospective itself.
There's lots of other useful tips and tricks in the book - these are just a few of the ones that stood out for me - it's well worth a read if you're a participant/facilitator in retrospectives on your team. | null | null | [
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] | book-review-the-retrospective-handbook-pat-kua | https://markhneedham.com/blog/2012/08/31/book-review-the-retrospective-handbook-pat-kua |
false | 2012-08-06 21:50:07 | VCloud Guest Customization Script : [: postcustomization: unexpected operator | [
"shell-scripting-2"
] | [
"Shell Scripting"
] | We have been doing some work to automatically provision machines using the VCloud API via fog and one of the things we wanted to do was http://blogs.vmware.com/vsphere/2012/06/using-a-guest-customization-script-to-tell-when-vappvm-is-ready-in-vcloud-director.html[run a custom script the first time that a node powers on].
The following http://kb.vmware.com/selfservice/microsites/search.do?language=en_US&cmd=displayKC&externalId=1026614[explains how customization scripts work]:
____
In vCloud Director, when setting a customization script in a virtual machine, the script:
* Is called only on initial customization and force recustomization.
* Is called with the precustomization command line parameter before out-of-box customization begins.
* Is called with the postcustomization command line parameter after out-of-box customization finishes.
* Needs to be a batch file for Windows virtual machines and a shell script for Unix virtual machines.
____
We wanted the script to run only when passed the 'postcustomization' flag because our script relied on some networking configuration which hadn't yet been done in the 'precustomization' state.
We wrote something like the following script:
[source,text]
----
#!/bin/bash
if [ x$1 == x"postcustomization" ]; then
echo post customization
fi
----
Unfortunately when we provisioned the node it hadn't run any of the code within the if block and we saw the following message in +++<cite>+++/var/log/vmware-inc/customization.log+++</cite>+++:
[source,text]
----
5: [: xpostcustomization: unexpected operator
----
https://twitter.com/nickstenning[Nick] pointed out that the http://pubs.opengroup.org/onlinepubs/9699919799/utilities/test.html#top[test] utility which we're using to do the comparison on the 2nd line uses a single = in the POSIX shell even though it will work with double = in the bash shell.
We thought this was pretty strange since we are telling the script to run with the bash shell in the first line.
We eventually realised that the script was being spawned out to a POSIX shell by +++<cite>+++/root/.customization/post-customize-guest.sh+++</cite>+++ which is the script that gets called on power on:
[source,text]
----
((${SH} $POST_CUSTOMIZATION_TMP_SCRIPT_NAME "postcustomization" > /tmp/stdout.log) 2>&1 | ${TEE} -a /tmp/stderr.log)
----
I created a simple script to check the theory:
[source,text]
----
#!/bin/bash
[ "mark" == "mark" ] && echo Mark
----
Which works fine when called directly:
[source,text]
----
$ ./mark.sh
Mark
----
And throws the expected error when called with 'sh':
[source,text]
----
$ sh mark.sh
[: 3: mark: unexpected operator
----
We therefore needed to change our script to do the comparison with a single = like so:
[source,text]
----
#!/bin/bash
if [ x$1 = x"postcustomization" ]; then
echo post customization
fi
---- | null | null | [
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false | 2012-08-14 22:16:01 | Presentations; Tell a story | [
"communcation"
] | [
"Communication"
] | A few years ago before an F# talk that I gave at the .NET user group in Sydney my colleague Erik Doernenburg gave me some advice about how I should structure the talk.
_(paraphrasing)_
____
He suggested that in a lot of talks he'd seen the presenter rattle off a bunch of information about a topic but hadn't provided any insight into their own experience with the topic. If two people give a talk on the same topic they therefore end up being fairly similar talks even though each person may have a totally different perspective. Erik suggested that people would find it much more interesting if I told a story about what I'd learnt about my topic (in this case F#).
____
I've been trying to follow that advice in other talks I've given since then and have noticed that there seem to be two main things that you need to get right for this approach to work well.
== The Hook
Every story has a beginning but *we need to find a way to take the audience from where they currently are to the beginning of the story* and the amount of work that we need to get there can vary.
If it's an audience that know the topic very well and are of a similar background to us then a quick explanation will do but we need to judge what our audience will be before working out how much context needs to be provided.
Most of the time I think people don't get enough context and the talk becomes quite difficult to follow but I did give a presentation a couple of years ago where I ended up giving unnecessary context and watched people's eyes glaze over!
In stand up comedy the key to a good joke is that you give just enough context so that the punch line of the joke makes sense. If you give a lot of context then there's an assumption that the punch line is going to be stunning.
When writing jokes you therefore spend a lot of time refining the context until it's just right. I think we should apply the same thinking in normal talks.
== The flow
After we've got our hook sorted out and brought the audience to the beginning of our story the next thing to focus on is writing *a coherent story which moves along at an appropriate pace*.
The main thing to focus on here is to tell a story which is appropriate for the audience.
For example I recently gave two talks on a neo4j graph I've been working on with ThoughtWorks data - one to a ThoughtWorks audience and one to the neo4j user group.
In the first talk my story was an inward looking reflection on a bunch of data about ourselves and the tools I'd used to do that played a backseat role.
In the second talk I focused on the way that I'd iterated the model to answer questions that I had about the data over time.
In both cases I was able to *identify a skeleton to hang the details of the story onto*.
After we have a rough outline of an interesting story we need to fill in the details and make sure that the story actually makes sense and will be interesting to tell.
Sometimes this means switching the order that things would normally come in. I think this is ok - our goal isn't to tell the exact chronological order in which we learnt things but to explain them in a way that's easy to understand.
For example in my neo4j talk the order that I presented the questions I asked about the data wasn't exactly the same as in real life. The points I wanted to make about modelling your data fitted better with a revised order so that's what I did!
My way of preparing the story I want to tell is to sketch out some slides and then imagine presenting it to see if it makes sense - I often end up reworking it over a period of weeks until I'm happy.
It's also useful to run through the story with someone else before hand to see if it makes any sense.
== When not to tell a story
As with almost everything one idea isn't applicable everywhere and there are other ways to present a topic other than giving your own perspective on it.
If you're the expert on a particular topic and you're presenting some new information about a language/tool then you don't necessarily need to tell a story.
Having said that, a lot of good presentations I've watched tend to first describe the problem they're trying to solve followed by their solution, which is effectively telling a story!
Another presentation technique is the '10 things I learnt about...' approach which makes sense if there doesn't seem to be a coherent story line to weave.
Overall though I think the http://www.amazon.co.uk/The-Seven-Basic-Plots-Stories/dp/0826480373/ref=sr_1_1?ie=UTF8&qid=1344982214&sr=8-1[story telling approach] is my preferred one and it pretty much mirrors what people do in normal conversations so we may as well take that familiarity with us when doing a presentation! | null | null | [
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] | presentations-tell-a-story | https://markhneedham.com/blog/2012/08/14/presentations-tell-a-story |
false | 2012-08-25 10:00:07 | Ruby: Finding where gems are | [
"ruby"
] | [
"Ruby"
] | In my infrequent travels into Ruby land I always seem to forget where the gems that I've installed actually live on the file system but my colleague http://twitter.com/nickstenning[Nick] recently showed me a neat way of figuring it out.
If I'm in the folder that contains all my ThoughtWorks graph code I'd just need to run the following command:
[source,text]
----
$ gem which rubygems
/Users/mneedham/.rbenv/versions/jruby-1.6.7/lib/ruby/site_ruby/1.8/rubygems.rb
----
I then loaded up irb and wrote a simple cypher query executed using neography:
[source,ruby]
----
> require 'rubygems'
=> true
> require 'neography'
=> true
> neo = Neography::Rest.new(:port => 7476)
=> #<Neography::Rest:0x40d3ab8b @protocol="http://", @server="localhost", @cypher_path="/cypher", @log_file="neography.log", @authentication={}, @directory="", @log_enabled=false, @gremlin_path="/ext/GremlinPlugin/graphdb/execute_script", @parser={:parser=>CrackParser}, @max_threads=20, @port=7476>
> neo.execute_query("START n = node(1) RETURN n")
=> {"data"=>[[{"outgoing_relationships"=>"http://localhost:7476/db/data/node/1/relationships/out", "data"=>{"thoughtquitter"=>true, "name"=>"Marjorie Pries", "type"=>"person"}, "traverse"=>"http://localhost:7476/db/data/node/1/traverse/{returnType}", "all_typed_relationships"=>"http://localhost:7476/db/data/node/1/relationships/all/{-list|&|types}", "property"=>"http://localhost:7476/db/data/node/1/properties/{key}", "self"=>"http://localhost:7476/db/data/node/1", "properties"=>"http://localhost:7476/db/data/node/1/properties", "outgoing_typed_relationships"=>"http://localhost:7476/db/data/node/1/relationships/out/{-list|&|types}", "incoming_relationships"=>"http://localhost:7476/db/data/node/1/relationships/in", "extensions"=>{}, "create_relationship"=>"http://localhost:7476/db/data/node/1/relationships", "paged_traverse"=>"http://localhost:7476/db/data/node/1/paged/traverse/{returnType}{?pageSize,leaseTime}", "all_relationships"=>"http://localhost:7476/db/data/node/1/relationships/all", "incoming_typed_relationships"=>"http://localhost:7476/db/data/node/1/relationships/in/{-list|&|types}"}]], "columns"=>["n"]}
----
If I want to debug the +++<cite>+++execute_query+++</cite>+++ function of neography then I'd need to make a change to +++<cite>+++/Users/mneedham/.rbenv/versions/jruby-1.6.7/lib/ruby/gems/1.8/gems/neography-0.0.26/lib/neography/rest.rb+++</cite>+++ which is just a case of going up a few levels from where +++<cite>+++rubygems.rb+++</cite>+++ lives and then finding the appropriate gem.
If I change that function to print a stupid message...
[source,ruby]
----
def execute_query(query, params = {})
puts "just testing you come up"
options = { :body => {:query => query, :params => params}.to_json, :headers => {'Content-Type' => 'application/json'} }
result = post(@cypher_path, options)
end
----
...when we run it through irb again we should see it:
[source,text]
----
> neo.execute_query("START n = node(1) RETURN n")
just testing you come up
=> {"data"=>[[{"outgoing_relationships"=>"http://localhost:7476/db/data/node/1/relationships/out", "data"=>{"thoughtquitter"=>true, "name"=>"Marjorie Pries", "type"=>"person"}, "traverse"=>"http://localhost:7476/db/data/node/1/traverse/{returnType}", "all_typed_relationships"=>"http://localhost:7476/db/data/node/1/relationships/all/{-list|&|types}", "property"=>"http://localhost:7476/db/data/node/1/properties/{key}", "self"=>"http://localhost:7476/db/data/node/1", "properties"=>"http://localhost:7476/db/data/node/1/properties", "outgoing_typed_relationships"=>"http://localhost:7476/db/data/node/1/relationships/out/{-list|&|types}", "incoming_relationships"=>"http://localhost:7476/db/data/node/1/relationships/in", "extensions"=>{}, "create_relationship"=>"http://localhost:7476/db/data/node/1/relationships", "paged_traverse"=>"http://localhost:7476/db/data/node/1/paged/traverse/{returnType}{?pageSize,leaseTime}", "all_relationships"=>"http://localhost:7476/db/data/node/1/relationships/all", "incoming_typed_relationships"=>"http://localhost:7476/db/data/node/1/relationships/in/{-list|&|types}"}]], "columns"=>["n"]}
----
And now hopefully I won't forget where to find the gems! | null | null | [
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false | 2012-01-03 01:48:42 | My Software Development journey: 2011 | [
"software-development"
] | [
"Software Development"
] | A http://www.markhneedham.com/blog/2009/10/05/my-software-development-journey-year-3-4/[couple of years ago] I http://www.markhneedham.com/blog/2008/09/01/my-software-development-journey-so-far/[used to write a blog post] reflecting on what I'd worked on in the preceding year and what I'd learned and having read 2011 http://blog.fogus.me/2011/12/31/the-best-things-and-stuff-of-2011/[reviews by a couple] http://sermoa.wordpress.com/2011/12/31/aimees-2011-retrospective-a-year-in-review/[of other] http://lucisferre.net/2011/12/31/2012-year-in-review/?utm_campaign=829&utm_medium=twitter&utm_source=twitter[people] I thought I'd have a go.
== Am I actually learning anything?
A thought I had many times in 2011 was '*am I actually learning anything?*' as, although I was working with languages that I hadn't used professionally before, the applications that we I worked on were very similar to ones that I've worked on previously.
Often I'd work on something and know exactly how it should be designed and where we could go wrong since I'd done the same thing several times before and the challenge of not knowing what to do had disappeared somewhat.
== Now and then\...
I certainly failed to http://www.markhneedham.com/blog/2009/10/03/learn-one-thing-a-day/[learn one thing a day] as I suggested in a blog post a couple of years ago although eventually I managed to learn a bit about node.js and clojure by http://www.markhneedham.com/blog/2011/11/30/xp-day-visualizing-whats-happening-on-our-project/[building some toy applications] with my colleague https://twitter.com/#!/uday_rayala[Uday].
We decided to rewrite part of our Scala application in clojure in our own time to see what it'd look like which provided us with an interesting insight into what it'd be like to build a system for the second time when you know exactly what to do.
I also completed http://www.ml-class.org/course/class/index[ml-class] which was fun as it was the type of programming that I've never done before. Obviously I'm still a novice at the whole machine learning thing but it's given me an idea of the sorts of things you can do.
== Learning is doing
From February until April I was in Bangalore working as a trainer/coach for one of the http://www.markhneedham.com/blog/category/thoughtworks-university-2/[ThoughtWorks University] batches where we tried as much as possible to reduce the amount of 'teaching' done.
Sumeet has previously written about http://www.learninggeneralist.com/2010/08/thoughtworks-university-story-of-our.html[the new style of ThoughtWorks University] which is more focused on people working on a real project than sitting in workshops and we tried to take this even further.
Previous groups had spent about 2 weeks doing workshop style sessions and then 4 weeks working on a project but we got it to the point where we spent just over a week in workshops and the rest working on the project.
In general I think it worked reasonably well and the skill level of the group seemed reasonably high by the end. We were lucky that there were only 13 people in the group - it would be interesting to see how our approach would scale.
I've also noticed this last year that when I'm learning something new it's not enough to just do toy exercises anymore, *I actually have to build something to retain interest*.
During the Christmas holidays I decided to try and build a Flipboard style application for my Android phone so I can (yet again) capture the links that people post on twitter.
Actually having a real problem to solve has made me http://www.markhneedham.com/blog/category/android-2/[much more engaged] than following a tutorial or hello world demo would have done.
== Remembering the value of blogging
My rate of posting on here has decreased a lot over the last year which I think is partly down to the fact that I've written about a lot of the stuff I see on projects before but also because I started filtering what I thought was interesting enough to write about.
In hindsight the latter approach doesn't necessarily make sense - the most read posts on this blog are the ones which I thought were the most pointless when I wrote them.
I got stuck in the mindsight that I wasn't actually learning anything by writing blog posts, which has been proved wrong multiple times both in terms of what I learn in writing the post and from what I learn from people's comments.
== Expressing opinions in big groups/public
I spent 10 months in late 2010/early 2011 http://www.markhneedham.com/blog/category/distributed-agile/[working in India] and one of the most interesting things I remember observing was that people seemed very reluctant to express their opinion in big groups.
I thought that was something specific to India but on coming back to the UK I've noticed the same thing here as well which means we need to http://www.markhneedham.com/blog/2011/03/20/retrospectives-mini-group-discussions/[adjust our approach in retrospectives] if we want everyone to participate.
I also learnt that expressing strong opinions in public in isn't necessarily the most effective way of making change happen. I probably should have learnt this already but it became increasingly evident how ineffective this approach was in 2011.
== Going at my own pace
A couple of years ago I was advised by a couple of colleagues that the way to get to the 'next level' was to become more knowledgeable about the overall architectural design of systems but at the time I wasn't that interested in that.
It's only more recently that I've found it interesting to read about different architectures on http://highscalability.com/[High Scalability] or http://www.systemswemake.com/[Systems We Make].
Another interesting way for me to learn in this area is to try and understand the architectures used in other ThoughtWorks projects that I didn't work on and see how they compare to the ones I've worked on.
I generally can't force myself to be interested in something if I'm not but once I am interested then I want to learn every detail about it so it's better to wait until I become interested naturally.
The next thing which I'm sure I'll eventually become interested in is tech leading a team which several of my peers (in terms of years of experience) are doing now or have been doing for a year or two. Right now though I want to focus on coding!
== Overall\...
I'm not sure 2011 was a year where I learned as much as I did in previous years - the learning did seem to taper off a bit which in a way is inevitable unless you completely change your role/the types of things you're building.
In 2012 I plan to keep learning about Android development and I'm going to be doing http://www.algo-class.org/[algo-class] to try and get better at another aspect of programming which I'm not very good at right now. | null | null | [
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] | my-software-development-journey-2011 | https://markhneedham.com/blog/2012/01/03/my-software-development-journey-2011 |
false | 2012-01-05 01:41:32 | Learning Android: Getting a service to communicate with an activity | [
"android"
] | [
"Android"
] | In the app I'm working on I created a service which runs in the background away from the main UI thread consuming the Twitter streaming API using http://twitter4j.org/en/index.html[twitter4j].
It looks like this:
[source,java]
----
public class TweetService extends IntentService {
String consumerKey = "TwitterConsumerKey";
String consumerSecret = "TwitterConsumerSecret";
public TweetService() {
super("Tweet Service");
}
@Override
protected void onHandleIntent(Intent intent) {
AccessToken accessToken = createAccessToken();
StatusListener listener = new UserStreamListener() {
// override a whole load of methods - removed for brevity
public void onStatus(Status status) {
String theTweet = status.getText();
if (status.getText().contains("http://")) {
// do something with the tweet
}
}
};
ConfigurationBuilder configurationBuilder = new ConfigurationBuilder();
configurationBuilder.setOAuthConsumerKey(consumerKey);
configurationBuilder.setOAuthConsumerSecret(consumerSecret);
TwitterStream twitterStream = new TwitterStreamFactory(configurationBuilder.build()).getInstance(accessToken);
twitterStream.addListener(listener);
twitterStream.user();
}
}
----
That gets called from +++<cite>+++MyActivity+++</cite>+++ like so:
[source,java]
----
public class MyActivity extends Activity {
@Override
public void onCreate(Bundle savedInstanceState) {
...
super.onCreate(savedInstanceState);
Intent intent = new Intent(this, TweetService.class);
startService(intent);
}
}
----
I wanted to be able to inform the UI each time there was a tweet which contained a link in it so that the link could be displayed on the UI.
I found http://stackoverflow.com/questions/2463175/how-to-have-android-service-communicate-with-activity[a post on StackOverflow which suggested that one way to do this would be to raise a broadcast message which could then be listened to by a BroadcastReceiver in the activity].
It is possible for any other apps to listen to the broadcast message as well if they wanted to but in this case the information isn't very important so I think it's fine to take this approach.
I first had to change the service to look like this:
[source,java]
----
public class TweetTask {
public static final String NEW_TWEET = "tweet_task.new_tweet";
}
public class TweetService extends IntentService {
String consumerKey = "TwitterConsumerKey";
String consumerSecret = "TwitterConsumerSecret";
public TweetService() {
super("Tweet Service");
}
@Override
protected void onHandleIntent(Intent intent) {
AccessToken accessToken = createAccessToken();
StatusListener listener = new UserStreamListener() {
// override a whole load of methods - removed for brevity
public void onStatus(Status status) {
String theTweet = status.getText();
if (status.getText().contains("http://")) {
Intent tweetMessage = new Intent(TweetTask.NEW_TWEET);
tweetMessage.putExtra(android.content.Intent.EXTRA_TEXT, document);
sendBroadcast(tweetMessage);
}
}
};
ConfigurationBuilder configurationBuilder = new ConfigurationBuilder();
configurationBuilder.setOAuthConsumerKey(consumerKey);
configurationBuilder.setOAuthConsumerSecret(consumerSecret);
TwitterStream twitterStream = new TwitterStreamFactory(configurationBuilder.build()).getInstance(accessToken);
twitterStream.addListener(listener);
twitterStream.user();
}
}
----
I then had to define the following code in +++<cite>+++MyActivity+++</cite>+++:
[source,java]
----
public class MyActivity extends Activity {
protected void onResume() {
super.onResume();
if (dataUpdateReceiver == null) dataUpdateReceiver = new DataUpdateReceiver(textExtractionService);
IntentFilter intentFilter = new IntentFilter(TweetTask.NEW_TWEET);
registerReceiver(dataUpdateReceiver, intentFilter);
}
protected void onPause() {
super.onPause();
if (dataUpdateReceiver != null) unregisterReceiver(dataUpdateReceiver);
}
private class DataUpdateReceiver extends BroadcastReceiver {
private CachedTextExtractionService textExtractionService;
public DataUpdateReceiver(CachedTextExtractionService textExtractionService) {
this.textExtractionService = textExtractionService;
}
@Override
public void onReceive(Context context, Intent intent) {
if (intent.getAction().equals(TweetTask.NEW_TWEET)) {
// do something with the tweet
}
}
}
}
----
Now whenever there's a tweet with a link in it my BroadcastReceiver gets notified and I can do whatever I want with the tweet.
This seems like a reasonably simple solution to the problem so I'd be interested to know if there are any other drawbacks other than the one I identified above. | null | null | [
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] | learning-android-getting-a-service-to-communicate-with-an-activity | https://markhneedham.com/blog/2012/01/05/learning-android-getting-a-service-to-communicate-with-an-activity |
false | 2012-01-02 02:39:52 | Learning Android: Authenticating with Twitter using OAuth | [
"android"
] | [
"Android"
] | I want to be able to get the tweets from my timeline into my app which means I need to authorise the app with Twitter using OAuth.
The last time I tried to authenticate using OAuth a couple of years ago was a bit of a failure but luckily this time http://honza.ca/2010/09/how-to-use-twitter-oauth-on-android[Honza Pokorny has written a blog post explaining what to do].
I had to adjust the code a little bit from what's written on his post so I thought I'd document what I've done.
We're using the https://github.com/kaeppler/signpost[signpost] library for which we need to download the following two jars and put them into the app's 'libs' directory.
[source,text]
----
wget http://oauth-signpost.googlecode.com/files/signpost-commonshttp4-1.2.1.1.jar
wget http://oauth-signpost.googlecode.com/files/signpost-core-1.2.1.1.jar
----
I created a button that had to be clicked to fire the first step of OAuth authentication with twitter. The code looks like this:
[source,java]
----
public class MyActivity extends Activity {
private String CALLBACKURL = "app://twitter";
private String consumerKey = "TwitterConsumerKey";
private String consumerSecret = "TwitterConsumerSecret";
private OAuthProvider httpOauthprovider = new DefaultOAuthProvider("https://api.twitter.com/oauth/request_token", "https://api.twitter.com/oauth/access_token", "https://api.twitter.com/oauth/authorize");
private CommonsHttpOAuthConsumer httpOauthConsumer = new CommonsHttpOAuthConsumer(consumerKey, consumerSecret);
@Override
public void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
ImageButton oauth = (ImageButton) findViewById(R.id.oauth_button);
oauth.setOnClickListener(new View.OnClickListener() {
public void onClick(View v) {
try {
String authUrl = httpOauthprovider.retrieveRequestToken(httpOauthConsumer, CALLBACKURL);
Intent intent = new Intent(Intent.ACTION_VIEW, Uri.parse(authUrl));
v.getContext().startActivity(intent);
} catch (Exception e) {
Log.w("oauth fail", e);
Toast.makeText(v.getContext(), e.getMessage(), Toast.LENGTH_LONG).show();
}
}
});
}
}
----
The +++<cite>+++CALLBACK+++</cite>+++ URL is called by Twitter when the user authorises the application (and therefore the request token). Usually it would be a HTTP URL but in this case we need to define a special URL which gets handled by our application.
The +++<cite>+++consumerKey+++</cite>+++ and +++<cite>+++consumerSecret+++</cite>+++ are values https://dev.twitter.com/apps[assigned by Twitter for the application].
The definition of the callback URL in the manifest file looks like this:
[source,xml]
----
<activity android:name="MyActivity" android:label="@string/app_name" android:launchMode="singleInstance">
...
<intent-filter>
<action android:name="android.intent.action.VIEW"/>
<category android:name="android.intent.category.DEFAULT"/>
<category android:name="android.intent.category.BROWSABLE"/>
<data android:scheme="app" android:host="twitter" />
</intent-filter>
</activity>
----
We can change +++<cite>+++app://twitter+++</cite>+++ to be anything we want but it http://stackoverflow.com/questions/4644239/how-i-can-call-back-in-android-using-oauth-for-twitter[needs to match what's defined] in the +++<cite>+++data+++</cite>+++ element in our manifest file.
I found that I needed to define +++<cite>+++Callback URL+++</cite>+++ in my application's settings on Twitter otherwise I ended up getting this error:
[source,text]
----
oauth.signpost.exception.OAuthCommunicationException: Communication with the service provider failed: https://api.twitter.com/oauth/request_token
at oauth.signpost.AbstractOAuthProvider.retrieveToken(AbstractOAuthProvider.java:214)
at oauth.signpost.AbstractOAuthProvider.retrieveRequestToken(AbstractOAuthProvider.java:69)
...
Caused by: java.io.FileNotFoundException: https://api.twitter.com/oauth/request_token
at org.apache.harmony.luni.internal.net.www.protocol.http.HttpURLConnectionImpl.getInputStream(HttpURLConnectionImpl.java:521)
at org.apache.harmony.luni.internal.net.www.protocol.https.HttpsURLConnectionImpl.getInputStream(HttpsURLConnectionImpl.java:258)
at oauth.signpost.basic.HttpURLConnectionResponseAdapter.getContent(HttpURLConnectionResponseAdapter.java:18)
at oauth.signpost.AbstractOAuthProvider.handleUnexpectedResponse(AbstractOAuthProvider.java:228)
at oauth.signpost.AbstractOAuthProvider.retrieveToken(AbstractOAuthProvider.java:189)
----
I ended up just setting my callback URL on Twitter to the URL of this blog. It doesn't seem to matter what you put the URL as since it's going to be overridden by our callback URL anyway but it does need to be set.
The callback then gets handled by the following code in +++<cite>+++MyActivity+++</cite>+++...
[source,java]
----
public class MyActivity extends Activity {
...
@Override
protected void onNewIntent(Intent intent) {
super.onNewIntent(intent);
Log.w("redirect-to-app", "going to save the key and secret");
Uri uri = intent.getData();
if (uri != null && uri.toString().startsWith(CALLBACKURL)) {
String verifier = uri.getQueryParameter(oauth.signpost.OAuth.OAUTH_VERIFIER);
try {
// this will populate token and token_secret in consumer
httpOauthprovider.retrieveAccessToken(httpOauthConsumer, verifier);
String userKey = httpOauthConsumer.getToken();
String userSecret = httpOauthConsumer.getTokenSecret();
// Save user_key and user_secret in user preferences and return
SharedPreferences settings = getBaseContext().getSharedPreferences("your_app_prefs", 0);
SharedPreferences.Editor editor = settings.edit();
editor.putString("user_key", userKey);
editor.putString("user_secret", userSecret);
editor.commit();
} catch (Exception e) {
}
} else {
// Do something if the callback comes from elsewhere
}
}
}
----
...which makes another call to Twitter to get the user's key and secret (the access token) which it then stored in shared preferences so we can use it in future without having to re-authenticate with Twitter.
We can then query Twitter like so:
[source,java]
----
HttpGet get = new HttpGet("http://api.twitter.com/1/statuses/home_timeline.json");
HttpParams params = new BasicHttpParams();
HttpProtocolParams.setUseExpectContinue(params, false);
get.setParams(params);
try {
SharedPreferences settings = getContext().getSharedPreferences("your_app_prefs", 0);
String userKey = settings.getString("user_key", "");
String userSecret = settings.getString("user_secret", "");
httpOauthConsumer.setTokenWithSecret(userKey, userSecret);
httpOauthConsumer.sign(get);
DefaultHttpClient client = new DefaultHttpClient();
String response = client.execute(get, new BasicResponseHandler());
JSONArray array = new JSONArray(response);
} catch (Exception e) {
// handle this somehow
}
----
Here we retrieve the user's key and secret which we saved on the previous step and then set them on our OAuth consumer which we use to sign our request to Twitter.
There is a nice explanation of how OAuth works about http://stackoverflow.com/questions/1390881/how-does-twitters-oauth-system-work[half way down this StackOverFlow post], Eran Hammer-Lahav has a pretty good http://hueniverse.com/2007/10/beginners-guide-to-oauth-part-i-overview/["beginner's guide to OAuth"] on his blog and http://tools.ietf.org/html/rfc5849[the OAuth spec] is surprisingly readable as well. | null | null | [
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] | learning-android-authenticating-with-twitter-using-oauth | https://markhneedham.com/blog/2012/01/02/learning-android-authenticating-with-twitter-using-oauth |
false | 2012-01-18 00:30:59 | Installing Puppet on Oracle Linux | [
"software-development"
] | [
"Software Development"
] | We've been spending some time trying to setup our developer environment on a Oracle Linux 5.7 build and one of the first steps was to install Puppet as we've already created scripts which automate the installation of most things.
Unfortunately Oracle Linux builds don't come with any yum repos configured so when you run the following command...
[source,text]
----
ls -alh /etc/yum.repos.d/
----
...you don't see anything :(
We eventually realised that there are a http://public-yum.oracle.com/[list of public yum repositories on the Oracle website], of which we needed to download the definition for Oracle Linux 5 like so:
[source,text]
----
cd /etc/yum.repos.d
wget http://public-yum.oracle.com/public-yum-el5.repo
----
We then need to edit that file to enable the appropriate repository. In this case we want to enable +++<cite>+++ol5_u7_base+++</cite>+++:
[source,text]
----
[ol5_u7_base]
name=Oracle Linux $releasever - U7 - $basearch - base
baseurl=http://public-yum.oracle.com/repo/OracleLinux/OL5/7/base/$basearch/
gpgkey=http://public-yum.oracle.com/RPM-GPG-KEY-oracle-el5
gpgcheck=1
enabled=1
----
I made the mistake of enabling +++<cite>+++ol5_u5_base+++</cite>+++ which led to us getting some really weird problems whereby yum got confused as to which version of +++<cite>+++libselinux+++</cite>+++ we had installed and was therefore unable to install +++<cite>+++libselinux-ruby+++</cite>+++ as its dependencies weren't being properly satisfied.
Calling 'yum list installed' suggested that we had +++<cite>+++libselinux+++</cite>+++ 1.33.4.5-7 installed but if we ran 'yum install libselinux' then it suggested we already had 1.33.4.5-5 installed. Very confusing!
After trying to uninstall and downgrade +++<cite>+++libselinux+++</cite>+++ and pretty much destroying the installation in the process, another colleague spotted my mistake.
We also found that we had to add the epel repo which gave us access to some other packages that we needed:
[source,text]
----
rpm -Uvh http://download.fedora.redhat.com/pub/epel/5/x86_64/epel-release-5-4.noarch.rpm
----
After all that was done we were able to run the command to install puppet:
[source,text]
----
yum install puppet
----
That installs puppet 2.6.12 as that's the latest version in that repo. The latest stable version is 2.7.9 but I think we'll need to hook up a puppet specific repo to get that working. | null | null | [
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] | installing-puppet-on-oracle-linux | https://markhneedham.com/blog/2012/01/18/installing-puppet-on-oracle-linux |
false | 2012-01-16 01:40:32 | Application footprint | [
"software-development"
] | [
"Software Development"
] | I recently came across Carl Erickson's 'http://spin.atomicobject.com/2012/01/11/small-teams-are-dramatically-more-efficient-than-large-teams/[small teams are dramatically more efficient than large teams]' blog post which reminded me of something which my colleague https://twitter.com/#!/a5hok[Ashok] suggested as a useful way for determining team size - *the application footprint*.
As I understand it the application footprint is applicable for an application at a given point in time and determines *how many parallel tasks/streams of work we have*.
In the case of the project that I'm currently working on there are 3 separate components which need to interact with each other via an API but otherwise are independent.
image::{{<siteurl>}}/uploads/2012/01/footprint.jpg[Footprint,240]
We can therefore have 3 pairs working - one on each component - and won't have to worry about them stepping on each other's toes.
One interesting thing about the application footprint is that *it doesn't stay the same size all the time*.
More often than not once a team has gained trust by getting a release out the product owner will start prioritising more independent features which don't necessarily overlap.
At this stage it might not be such a bad idea to add people to the team if we want to try and finish more quickly.
If we're already at the point where we have the same number of pairs as parallel pieces of work then adding people is going to be problematic because we'll struggle to find work for everyone to do.
Stories in the same stream will have dependencies on each other and although it's theoretically possible to start on something which has a dependency, the likelihood of having to rework it is higher.
One way to get around that problem if we decide that we don't want to reduce our team size is to have a pair assigned to working on bugs, cross functional requirements such as performance testing/tuning or doing some technical analysis on upcoming stories.
It's easy enough to remember all this when you're starting out building an application but I think it's something that we need to keep in mind so that if there's pressure to add people to 'go faster' then we can determine if that will actually be the case.
_As an aside_
Obviously there are times when we decide that we're happy to put more people on a team than it's footprint might suggest in order to get an overall gain.
For example with 5 pairs we may finish 50 points in a week but if we increase to 10 pairs then perhaps we now get 60 points.
We've nearly halved the efficiency of each pair but overall we've got a marginal gain which sometimes makes sense. We also need to be aware of the http://www.markhneedham.com/blog/2011/02/16/increasing-team-sizes-collective-unresponsibility/[collective unresponsibility] that we might introduce by doing this.
_Photo http://www.flickr.com/photos/farlane/2541022957/sizes/s/in/photostream/[courtesy of farlane]_ | null | null | [
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false | 2012-01-16 01:01:30 | Focused Retrospectives: things to watch for | [
"agile",
"retrospective"
] | [
"Agile"
] | A few weeks ago a slide deck from an http://www.slideshare.net/estherderby/agile-retrospectives-4976896[Esther Derby presentation on retrospectives] was doing the rounds on twitter and one thing that I found interesting in the deck was the suggestion that a retrospective needs to be focused in some way.
I've participated in a few focused retrospectives over the past 7/8 months and I think there are some things to be careful about when we decide to focus on something specific rather than just looking back at a time period in general.
== Victimisation
In a retrospective about 6 months ago or so we focused on the analysis part of our process as we'd been struggling to know when a story was complete and what exactly its scope was.
The intention wasn't the victimise the people working in that role but since there were very few of them compared to people in other roles they were forced onto the defensive as people criticised their work.
It was a very awkward retrospective and it felt like a retrospective was probably the wrong place to address the problem.
It might have been better for the analysts to have been given the feedback privately and then perhaps worked on a solution with a smaller group of people.
== Looking for a problem when there isn't one
I had an interesting conversation with a colleague about whether with very focused retrospectives we end up looking for something to change rather than having any specific pain point which necessitates change.
The problem with this is that there's a thin line between following the status quo because it works and getting complacent and not looking for ways to improve.
It is interesting to keep in mind though that *if it doesn't seem like there is something to change in an area then perhaps that's the wrong thing to be focusing on at the moment*, which nicely leads into...
== Let the team choose the area of focus
There can be a tendency in the teams I've worked on for people in managementy roles to dictate what the focus of the retrospective will be which makes sense in a way since they may be able to see something which the team can't.
On the other hand it can mean that we end up focusing on the wrong thing and team members probably won't be that engaged in the retrospective since they don't really get to dictate what's talked about.
Esther points this out out on slide 23 of the presentation - "*Choose a focus that reflects what's going on for the team*". This perhaps can be determined by having a vote before hand based on some topics that seem prominent.
== In summary
There's lots of other useful tips in Esther's slide deck which are worth having a look at and I'm sure most of the potential problems I've listed probably don't happen when we have a highly skilled/experienced facilitator. | null | null | [
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] | focused-retrospectives-things-to-watch-for | https://markhneedham.com/blog/2012/01/16/focused-retrospectives-things-to-watch-for |
false | 2012-01-10 09:53:48 | Learning Android: Robolectric - Testing details got saved to SharedPreferences | [
"android"
] | [
"Android"
] | I've been writing some tests around an app I've been working on using the http://pivotal.github.com/robolectric/[Robolectric] testing framework and one thing I wanted to do was check that an OAuth token/secret were being saved to the http://stackoverflow.com/questions/2614719/how-do-i-get-the-sharedpreferences-from-a-preferenceactivity-in-android[user's preferences].
The code that saved the preferences looked like this:
[source,java]
----
public class AuthoriseWithTwitterActivity extends RoboActivity {
@Override protected void onCreate(Bundle savedInstanceState) {
super.onCreate(intent);
...
save("fakeToken", "fakeSecret");
...
}
private void save(String userKey, String userSecret) {
SharedPreferences settings = PreferenceManager.getDefaultSharedPreferences(getBaseContext());
SharedPreferences.Editor editor = settings.edit();
editor.putString("user_key", userKey);
editor.putString("user_secret", userSecret);
editor.commit();
}
}
----
This is an outline of what I wanted to do in the test:
[source,java]
----
@RunWith(InjectedTestRunner.class)
public class AwesomeTest {
@Test public void shouldSaveOAuthDetails() {
activity.onCreate(null);
ShadowIntent shadowIntent = shadowOf(activity).getNextStartedActivity();
// Get SharedPreferences and check 'fakeToken' and 'fakeSecret' are stored.
}
}
----
In Robolectric it's possible to replace classes with shadow versions of themselves which get used in the test so I first created a shadow version of +++<cite>+++PreferenceManager+++</cite>+++:
[source,java]
----
@Implements(PreferenceManager.class)
public class ShadowPreferenceManager {
private static SharedPreferences preferences = new TestSharedPreferences(new HashMap<String, Map<String, Object>>(), "__default__", Context.MODE_PRIVATE);
@Implementation
public static SharedPreferences getDefaultSharedPreferences(Context context) {
return preferences;
}
public static void reset() {
preferences = new TestSharedPreferences(new HashMap<String, Map<String, Object>>(), "__default__", Context.MODE_PRIVATE);
}
}
----
I had to make +++<cite>+++preferences+++</cite>+++ a static variable here so that it'll retain state. It's a bit hacky but it'll do for now.
Then to hook it up I had to change my test to read like this:
[source,java]
----
@RunWith(InjectedTestRunner.class)
public class AwesomeTest {
@Test public void shouldSaveOAuthDetails() {
Robolectric.bindShadowClass(ShadowPreferenceManager.class);
activity.onCreate(null);
ShadowIntent shadowIntent = shadowOf(activity).getNextStartedActivity();
SharedPreferences defaultSharedPreferences = PreferenceManager.getDefaultSharedPreferences(activity);
assertThat(defaultSharedPreferences.getString("user_key", ""), equalTo("fakeToken"));
assertThat(defaultSharedPreferences.getString("user_secret", ""), equalTo("fakeSecret"));
ShadowPreferenceManager.reset();
}
}
----
The +++<cite>+++InjectedTestRunner+++</cite>+++ class used here is pretty much like https://github.com/pivotal/RobolectricSample/blob/master/src/test/java/com/pivotallabs/injected/InjectedTestRunner.java[the one in the Robolectric code base].
There is actually a +++<cite>+++ShadowPreferenceManager+++</cite>+++ in the Robolectric library but it doesn't seem to store preferences anywhere as far as I can tell so it wasn't quite what I wanted. | null | null | [
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] | learning-android-testing-details-got-saved-to-sharedpreferences | https://markhneedham.com/blog/2012/01/10/learning-android-testing-details-got-saved-to-sharedpreferences |
false | 2012-01-26 21:58:27 | Oracle: dbstart - ORACLE_HOME_LISTNER is not SET, unable to auto-start Oracle Net Listener | [
"oracle"
] | [
"Software Development"
] | We ran into an interesting problem when trying to start up an Oracle instance using +++<cite>+++dbstart+++</cite>+++ whereby we were getting the following error:
[source,text]
----
-bash-3.2$ dbstart
ORACLE_HOME_LISTNER is not SET, unable to auto-start Oracle Net Listener
Usage: /u01/app/oracle/product/11.2.0/dbhome_1/bin/dbstart ORACLE_HOME
Processing Database instance "orcl": log file /u01/app/oracle/product/11.2.0/dbhome_1/startup.log
----
Ignoring the usage message we thought that setting the environment variable was what we needed to do, but...
[source,text]
----
-bash-3.2$ export ORACLE_HOME_LISTNER=$ORACLE_HOME
-bash-3.2$ dbstart
ORACLE_HOME_LISTNER is not SET, unable to auto-start Oracle Net Listener
Usage: /u01/app/oracle/product/11.2.0/dbhome_1/bin/dbstart ORACLE_HOME
Processing Database instance "orcl": log file /u01/app/oracle/product/11.2.0/dbhome_1/startup.log
----
We ended up looking at the source of +++<cite>+++dbstart+++</cite>+++ to see what was going on:
[source,text]
----
# First argument is used to bring up Oracle Net Listener
ORACLE_HOME_LISTNER=$1
if [ ! $ORACLE_HOME_LISTNER ] ; then
echo "ORACLE_HOME_LISTNER is not SET, unable to auto-start Oracle Net Listener"
echo "Usage: $0 ORACLE_HOME"
----
The usage message does explain that you're supposed to call it like this:
[source,text]
----
-bash-3.2$ dbstart $ORACLE_HOME
----
But it still seems a bit weird/misleading to me that you'd override the value of a global variable from inside a script which doesn't suggest that it's going to do that!
Such is life in Oracle land.. | null | null | [
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] | oracle-dbstart-oracle_home_listner-is-not-set-unable-to-auto-start-oracle-net-listener | https://markhneedham.com/blog/2012/01/26/oracle-dbstart-oracle_home_listner-is-not-set-unable-to-auto-start-oracle-net-listener |
false | 2012-01-07 17:14:41 | Learning Android: java.lang.OutOfMemoryError: Java heap space with android-maven-plugin | [
"android"
] | [
"Android"
] | I've been trying to adapt my Android application to fit into the structure of the https://github.com/pivotal/RobolectricSample#readme[RobolectricSample] so that I can add some tests around my code but I was running into a problem when trying to deploy the application.
To deploy the application you need to run the following command:
[source,text]
----
mvn package android:deploy
----
Which was resulting in the following error:
[source,text]
----
[INFO] UNEXPECTED TOP-LEVEL ERROR:
[INFO] java.lang.OutOfMemoryError: Java heap space
[INFO] at com.android.dx.rop.code.PlainInsn.withNewRegisters(PlainInsn.java:152)
[INFO] at com.android.dx.ssa.NormalSsaInsn.toRopInsn(NormalSsaInsn.java:121)
[INFO] at com.android.dx.ssa.back.SsaToRop.convertInsns(SsaToRop.java:342)
[INFO] at com.android.dx.ssa.back.SsaToRop.convertBasicBlock(SsaToRop.java:323)
[INFO] at com.android.dx.ssa.back.SsaToRop.convertBasicBlocks(SsaToRop.java:260)
[INFO] at com.android.dx.ssa.back.SsaToRop.convert(SsaToRop.java:124)
[INFO] at com.android.dx.ssa.back.SsaToRop.convertToRopMethod(SsaToRop.java:70)
[INFO] at com.android.dx.ssa.Optimizer.optimize(Optimizer.java:102)
[INFO] at com.android.dx.ssa.Optimizer.optimize(Optimizer.java:73)
----
I'd added a few dependencies to the original pom.xml file so I figured on of those must be causing the problem and eventually narrowed it down to be the twitter4j-core library which I had defined like this in the pom.xml file:
[source,xml]
----
<dependency>
<groupId>org.twitter4j</groupId>
<artifactId>twitter4j-core</artifactId>
<version>[2.2,)</version>
</dependency>
----
I found a bug report for the http://code.google.com/p/maven-android-plugin/issues/detail?id=146[maven-android-plugin] which suggested that http://www.caucho.com/resin-3.0/performance/jvm-tuning.xtp[increasing the heap size] might solve the problem.
That section of the pom.xml file ended up looking like this:
[source,xml]
----
<plugin>
<groupId>com.jayway.maven.plugins.android.generation2</groupId>
<artifactId>android-maven-plugin</artifactId>
<version>3.0.0-alpha-13</version>
<configuration>
<sdk>
<platform>10</platform>
<path>/path/to/android-sdk</path>
</sdk>
<dex>
<jvmArguments>
<jvmArgument>-Xms256m</jvmArgument>
<jvmArgument>-Xmx512m</jvmArgument>
</jvmArguments>
</dex>
<undeployBeforeDeploy>true</undeployBeforeDeploy>
</configuration>
<extensions>true</extensions>
</plugin>
----
That seemed to get rid of the problem but I also tried changing the plugin version to the latest one and that seemed to solve the problem as well without the need to add the JVM arguments:
[source,xml]
----
<plugin>
<groupId>com.jayway.maven.plugins.android.generation2</groupId>
<artifactId>android-maven-plugin</artifactId>
<configuration>
<sdk>
<platform>10</platform>
<path>/path/to/android-sdk</path>
</sdk>
<undeployBeforeDeploy>true</undeployBeforeDeploy>
</configuration>
<extensions>true</extensions>
</plugin>
----
The latest version is 3.0.2 from what I can tell. | null | null | [
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] | learning-android-java-lang-outofmemoryerror-java-heap-space-with-android-maven-plugin | https://markhneedham.com/blog/2012/01/07/learning-android-java-lang-outofmemoryerror-java-heap-space-with-android-maven-plugin |
false | 2012-01-08 20:56:45 | Learning Android: Getting android-support jar/compatability package as a Maven dependency | [
"android"
] | [
"Android"
] | In the app I'm working on I make use of the http://android-developers.blogspot.com/2011/08/horizontal-view-swiping-with-viewpager.html[ViewPager class] which is only available in the compatibility package from revisions 3 upwards.
Initially I followed the http://developer.android.com/sdk/compatibility-library.html[instructions on the developer guide] to get hold of the jar but now that I'm trying to adapt my code to fit the https://github.com/pivotal/RobolectricSample#readme[RobolectricSample], http://www.markhneedham.com/blog/2012/01/07/learning-android-java-lang-outofmemoryerror-java-heap-space-with-android-maven-plugin/[as I mentioned in my previous post], I needed to hook it up as a Maven dependency.
I added the dependency to my pom.xml like this:
[source,xml]
----
<dependency>
<groupId>android.support</groupId>
<artifactId>compatibility-v4</artifactId>
<version>r6</version>
</dependency>
----
But when I tried to resolve the dependencies (via 'mvn test') I ended up with this error:
[source,text]
----
Downloading: http://repo1.maven.org/maven2/android/support/compatibility-v4/r6/compatibility-v4-r6.pom
[WARNING] The POM for android.support:compatibility-v4:jar:r6 is missing, no dependency information available
Downloading: http://repo1.maven.org/maven2/android/support/compatibility-v4/r6/compatibility-v4-r6.jar
[INFO] ------------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 1.878s
[INFO] Finished at: Sun Jan 08 20:42:17 GMT 2012
[INFO] Final Memory: 8M/554M
[INFO] ------------------------------------------------------------------------
[ERROR] Failed to execute goal on project tweetboard: Could not resolve dependencies for project com.markhneedham:tweetboard:apk:1.0.0-SNAPSHOT: Could not find artifact android.support:compatibility-v4:jar:r6 in central (http://repo1.maven.org/maven2) -> [Help 1]
----
A bit of googling led me to https://github.com/jayway/maven-android-plugin-samples/tree/master/support4demos[a demo project] showing how to hook up the compatibility package. It linked to the https://github.com/mosabua/maven-android-sdk-deployer[Maven Android SDK Deployer] which is:
____
The Maven Android SDK Deployer is a helper maven project that can be used to install the libraries necessary to build Android applications with Maven and the Android Maven Plugin directly from your local Android SDK installation.
____
I had to first clone that git repository:
[source,text]
----
git clone git://github.com/mosabua/maven-android-sdk-deployer.git
----
And then find the compatability-v4 package and install it:
[source,text]
----
$ cd maven-android-sdk-deployer
$ cd extras/compatibility-v4
$ mvn clean install
----
I initially made the mistake of not setting +++<cite>+++$ANDROID_HOME+++</cite>+++ to the location of the Android SDK on my machine, which led to the following error:
[source,text]
----
[INFO] ------------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 0.484s
[INFO] Finished at: Sun Jan 08 20:51:07 GMT 2012
[INFO] Final Memory: 3M/81M
[INFO] ------------------------------------------------------------------------
[ERROR] Failed to execute goal org.codehaus.mojo:properties-maven-plugin:1.0-alpha-2:read-project-properties (default) on project android-extras: Properties file not found: /Users/mneedham/github/maven-android-sdk-deployer/extras/${env.ANDROID_HOME}/extras/android/support/source.properties -> [Help 1]
----
Setting it solves the problem:
[source,text]
----
$ export ANDROID_HOME=/Users/mneedham/github/android/android-sdk-macosx
----
There are more detailed instructions on the https://github.com/mosabua/maven-android-sdk-deployer[home page of the github project]. | null | null | [
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] | learning-android-getting-android-support-jarcompatability-package-as-a-maven-dependency | https://markhneedham.com/blog/2012/01/08/learning-android-getting-android-support-jarcompatability-package-as-a-maven-dependency |
false | 2012-01-01 03:22:34 | Learning Android: 'Unable to start service Intent not found' | [
"android"
] | [
"Android"
] | In the Android application that I've been playing around with I wrote a service which consumes the Twitter streaming API which I trigger from the app's main activity like so:
[source,java]
----
public class MyActivity extends Activity {
...
@Override
public void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
Intent intent = new Intent(this, TweetService.class);
startService(intent);
...
}
}
----
Where +++<cite>+++TweetService+++</cite>+++ is defined roughly like this:
[source,java]
----
public class TweetService extends IntentService {
@Override
protected void onHandleIntent(Intent intent) {
// Twitter streaming API stuff goes here
}
}
----
Unfortunately when I tried to deploy the app the service wasn't starting and I got this message in the log:
[source,text]
----
01-01 03:10:31.758: WARN/ActivityManager(106): Unable to start service Intent { cmp=com.example/.TweetService }: not found
----
What I hadn't realised is that the service needs to be specified in the +++<cite>+++AndroidManifest.xml+++</cite>+++ file but http://stackoverflow.com/questions/6313793/unable-to-start-service-intent-cmp-com-marie-mainactivity-backgroundservice[not inside the activity definition]:
[source,xml]
----
<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android" package="com.example" android:versionCode="1" android:versionName="1.0">
<application android:label="@string/app_name">
<activity android:name="MyActivity" android:label="@string/app_name" android:launchMode="singleInstance">
<intent-filter>
<action android:name="android.intent.action.MAIN"/>
<category android:name="android.intent.category.LAUNCHER"/>
</intent-filter>
</activity>
<service android:name="TweetService"></service>
</application>
<uses-permission android:name="android.permission.INTERNET"/>
</manifest>
----
After adding the service definition it works fine. | null | null | [
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] | learning-android-unable-to-start-service-intent-not-found | https://markhneedham.com/blog/2012/01/01/learning-android-unable-to-start-service-intent-not-found |
false | 2012-01-06 23:40:53 | Learning Android: Freezing the UI with a BroadcastReceiver | [
"android"
] | [
"Android"
] | As I http://www.markhneedham.com/blog/2012/01/05/learning-android-getting-a-service-to-communicate-with-an-activity/[mentioned in a previous post] I recently wrote some code in my Android app to inform a http://developer.android.com/reference/android/content/BroadcastReceiver.html[BroadcastReceiver] whenever a service processed a tweet with a link in it but in implementing this I managed to freeze the UI every time that happened.
I made the stupid (in hindsight) mistake of not realising that I shouldn't be doing a lot of logic in +++<cite>+++BroadcastReceiver.onReceive+++</cite>+++ since that bit of code gets executed on the UI thread.
The service code which raises the broadcast message is the same as in the previous post:
[source,java]
----
public class TweetService extends IntentService {
...
@Override
protected void onHandleIntent(Intent intent) {
StatusListener listener = new UserStreamListener() {
// override a whole load of methods - removed for brevity
public void onStatus(Status status) {
String theTweet = status.getText();
if (status.getText().contains("http://")) {
Intent tweetMessage = new Intent(TweetTask.NEW_TWEET);
tweetMessage.putExtra(android.content.Intent.EXTRA_TEXT, status.getText());
sendBroadcast(tweetMessage);
}
}
};
// code to connect to the twitter streaming API
}
}
----
That is then handled like this by the BroadcastReceiver:
[source,java]
----
public class MyActivity extends Activity {
protected void onPause() {
super.onPause();
if (dataUpdateReceiver != null) unregisterReceiver(dataUpdateReceiver);
}
protected void onResume() {
super.onResume();
if (dataUpdateReceiver == null) dataUpdateReceiver = new DataUpdateReceiver();
IntentFilter intentFilter = new IntentFilter(TweetTask.NEW_TWEET);
registerReceiver(dataUpdateReceiver, intentFilter);
}
private class DataUpdateReceiver extends BroadcastReceiver {
@Override
public void onReceive(Context context, Intent intent) {
if (intent.getAction().equals(TweetTask.NEW_TWEET)) {
Pattern p = Pattern.compile("(http://[^\\s]+)");
String theTweet = intent.getStringExtra(TweetTask.NEW_TWEET);
Matcher matcher = p.matcher(theTweet);
int startIndex = -1;
int endIndex = -1;
while (matcher.find()) {
startIndex = matcher.start();
endIndex = matcher.end();
}
if (startIndex != -1 && endIndex != -1) {
String resolvedUrl = resolveUrl(theTweet.substring(startIndex, endIndex));
saveToDatabase(resolvedUrl);
updateUI(resolvedUrl);
}
}
}
}
}
----
In particular the 'resolveUrl' line was probably the one one causing the problem since it makes a network call tohttp://www.markhneedham.com/blog/2011/12/31/clojure-casting-to-a-java-class-or-not/[resolve URLs from link shorteners].
To stop the screen freezing up I just needed to move most of the code from BroadcastReceiver into the TweetService:
[source,java]
----
public class TweetService extends IntentService {
...
@Override
protected void onHandleIntent(Intent intent) {
StatusListener listener = new UserStreamListener() {
// override a whole load of methods - removed for brevity
public void onStatus(Status status) {
String theTweet = status.getText();
if (status.getText().contains("http://")) {
Pattern p = Pattern.compile("(http://[^\\s]+)");
Matcher matcher = p.matcher(theTweet);
int startIndex = -1;
int endIndex = -1;
while (matcher.find()) {
startIndex = matcher.start();
endIndex = matcher.end();
}
if (startIndex != -1 && endIndex != -1) {
String resolvedUrl = resolveUrl(theTweet.substring(startIndex, endIndex));
saveToDatabase(resolvedUrl);
Intent tweetMessage = new Intent(TweetTask.NEW_TWEET);
tweetMessage.putExtra(android.content.Intent.EXTRA_TEXT, resolvedUrl);
sendBroadcast(tweetMessage);
}
}
}
};
// code to connect to the twitter streaming API
}
}
----
And then the code for BroadcastReceiver becomes much simpler which means we're doing less work on the UI thread:
[source,java]
----
private class DataUpdateReceiver extends BroadcastReceiver {
@Override
public void onReceive(Context context, Intent intent) {
if (intent.getAction().equals(TweetTask.NEW_TWEET)) {
String url = intent.getStringExtra(TweetTask.NEW_TWEET);
updateUI(url);
}
}
}
----
And the freezing up of the UI is gone! | null | null | [
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] | learning-android-freezing-the-ui-with-a-broadcastreceiver | https://markhneedham.com/blog/2012/01/06/learning-android-freezing-the-ui-with-a-broadcastreceiver |
false | 2012-01-24 23:16:52 | Developer machine automation: Dependencies | [
"software-development"
] | [
"Software Development"
] | As I http://www.markhneedham.com/blog/2012/01/18/installing-puppet-on-oracle-linux/[mentioned in a post last week] we've been automating the setup of our developer machines with puppet over the last week and one thing that we've learnt is that you need to be careful about how you define dependencies.
The aim is to get your scripts to the point where the outcome is reasonably deterministic so that we can have confidence they're going to work the next we run them.
We noticed two ways in which we haven't quite achieved determinism yet:
== Accidental Dependencies
The first few times that we ran the scripts on top of a vanilla image we were doing it on a virtual machine which had VMware tools installed on it.
We'd forgotten that VMware tools had been installed on those VMs and ran into a problem with Oracle dependencies not being satisfied when we ran puppet on some machines which had CentOS installed directly (i.e. not on a virtual machine).
Those dependencies had been satisfied by our VMware tools installation on the VMs so we didn't realise that we hadn't explicitly stated those dependencies, something which we have done now.
== External Dependencies
We couldn't find the Firefox version that we wanted install on the default yum repositories so we created a puppet task which linked to a Firefox RPM on an external server and then installed it.
It worked originally but at some stage over the last couple of weeks the URI was changed as a minor version had been upgraded, breaking our script.
We also came across another way that external dependencies can fail today - if a corporate proxy blocks access to the URL!
We're trying to get to the stage where we're only relying on artifacts either coming from a *yum repository or an internal repository* where we can store any libraries which aren't available through yum.
== Don't assume determinism
While trying to solve these dependency problems in our puppet scripts I made the mistake of assuming that if the script runs through once and works that it's always going to be that way in the future.
Since we had achieved that previously in my mind it was impossible for it to fail in future which stopped me from properly investigating why it had stopped working. | null | null | [
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] | developer-machine-automation-dependencies | https://markhneedham.com/blog/2012/01/24/developer-machine-automation-dependencies |
false | 2012-01-12 17:24:30 | Learning Android: Roboguice - Injecting context into PreferenceManager | [
"android"
] | [
"Android"
] | In my last post I showed how I'd been able to http://www.markhneedham.com/blog/2012/01/10/learning-android-testing-details-got-saved-to-sharedpreferences/[write a test around saved preferences in my app by making use of a ShadowPreferenceManager] but it seemed a bit hacky.
I didn't want to have to do that for every test where I dealt with preferences - I thought it'd be better if I could wrap the preferences in an object of my own and then inject it where necessary.
Another benefit of taking this approach is that the interface of exactly what I'm storing as user preferences.
I wanted the class to be roughly like this:
[source,java]
----
public class UserPreferences {
public String userKey() {
return getDefaultSharedPreferences().getString("user_key", "");
}
public String userSecret() {
return getDefaultSharedPreferences().getString("user_secret", "");
}
private SharedPreferences getDefaultSharedPreferences() {
return PreferenceManager.getDefaultSharedPreferences(getContextHereSomehow());
}
}
----
Initially it wasn't entirely obvious how I could get a +++<cite>+++Context+++</cite>+++ to pass to +++<cite>+++getDefaultSharedPreferences+++</cite>+++ but I came across http://www.irasenthil.com/2011/09/how-to-inject-context-in-android-with.html[a blog post explaining how to do it].
What we need to do is inject a +++<cite>+++Context+++</cite>+++ object via the constructor of the class and decorate the constructor with the +++<cite>+++@Inject+++</cite>+++ attribute so that Roboguice will resolve the dependency:
[source,java]
----
public class UserPreferences {
private Context context;
@Inject
public UserPreferences(Context context) {
this.context = context;
}
public SharedPreferences getDefaultSharedPreferences() {
return PreferenceManager.getDefaultSharedPreferences(context.getApplicationContext());
}
public String userKey() {
return getDefaultSharedPreferences().getString("user_key", "");
}
public String userSecret() {
return getDefaultSharedPreferences().getString("user_secret", "");
}
}
----
We never have to explicitly setup a binding for +++<cite>+++Context+++</cite>+++ in our Roboguice because it's already been done for us in https://github.com/abombss/roboguice/blob/master/roboguice/src/main/java/roboguice/config/RoboModule.java[RoboModule] which is instantiated by https://github.com/abombss/roboguice/blob/master/roboguice/src/main/java/roboguice/application/RoboApplication.java[RoboApplication] which we extend like so:
[source,java]
----
public class TweetBoardApplication extends RoboApplication {
private Module module = new RobolectricSampleModule();
@Override protected void addApplicationModules(List<Module> modules) {
modules.add(module);
}
public void setModule(Module module) {
this.module = module;
}
}
----
We then hook +++<cite>+++TweetBoardApplication+++</cite>+++ up in the AndroidManifest.xml file like this:
[source,xml]
----
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="com.pivotallabs"
android:versionCode="1"
android:versionName="1.0">
<application
android:label="@string/app_name"
android:theme="@android:style/Theme.Light.NoTitleBar"
android:icon="@drawable/app_icon"
android:name="TweetBoardApplication">
</application>
</manifest>
----
And that's it! | null | null | [
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] | learning-android-roboguice-injecting-context-into-preferencemanager | https://markhneedham.com/blog/2012/01/12/learning-android-roboguice-injecting-context-into-preferencemanager |
false | 2012-01-13 21:46:58 | Oracle: exp - EXP-00008: ORACLE error 904 encountered/ORA-00904: "POLTYP": invalid identifier | [
"software-development",
"oracle"
] | [
"Software Development"
] | I spent a bit of time this afternoon trying to export an Oracle test database so that we could use it locally using the +++<cite>+++http://www.orafaq.com/wiki/Import_Export_FAQ#How_does_one_use_the_import.2Fexport_utilities.3F[exp]+++</cite>+++ tool.
I had to connect to exp like this:
[source,text]
----
exp user/password@remote_address
----
And then filled in the other parameters interactively.
Unfortunately when I tried to actually export the specified tables I got the following error message:
[source,text]
----
EXP-00008: ORACLE error 904 encountered
ORA-00904: "POLTYP": invalid identifier
EXP-00000: Export terminated unsuccessfully
----
I eventually came across http://oisene.blogspot.com/2010/06/error-when-using-11g-export-client-on.html[Oyvind Isene's blog post which pointed out that you'd get this problem if you tried to export a 10g database using an 11g client] which is exactly what I was trying to do!
He explains it like so:
____
The export command runs a query against a table called EXU9RLS in the SYS schema. On 11g this table was expanded with the column POLTYP and the export command (exp) expects to find this column.
____
I needed to download the 10g client so that I could use that version of exp instead. I haven't quite got it working yet but at least it's a different error to deal with! | null | null | [
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] | oracle-exp-exp-00008-oracle-error-904-encounteredora-00904-poltyp-invalid-identifier | https://markhneedham.com/blog/2012/01/13/oracle-exp-exp-00008-oracle-error-904-encounteredora-00904-poltyp-invalid-identifier |
false | 2012-01-14 23:20:44 | Wireshark: Following HTTP requests/responses | [
"wireshark"
] | [
"Software Development"
] | I like using http://www.wireshark.org/[Wireshark] to have a look at the traffic going across different interfaces but because it shows what's happening across the wire by the packet it's quite difficult to tell what a request/response looked like.
I've been playing around with https://github.com/caelum/restfulie-java[restfulie]/http://vraptor.caelum.com.br/[Vraptor] today so I wanted to be able to see the request/response pair when something wasn't working.
I didn't know it was actually possible but http://stackoverflow.com/questions/2163636/mapping-http-requests-to-http-responses[this post on StackOverflow describes how].
First we need to select the row which contains any part of our request/response - in this case I just selected the row representing the request - and then we go to the Analyze menu and click 'Follow TCP Stream':
image::{{<siteurl>}}/uploads/2012/01/follow_tcp_stream.jpg[Follow tcp stream,447]
We can then see the requests/responses which happened all next to each other:
image::{{<siteurl>}}/uploads/2012/01/show_stream.jpg[Show stream,500]
The keyboard shortcut to get to that menu is 'Alt-A F' but for some reason the 'Alt' key wasn't working for me by default so I had to follow the http://francisnorth.blogspot.com/2009/07/how-to-get-alt-key-to-function-properly.html[instructions on Francis North's blog] to get it working. | null | null | [
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false | 2012-01-22 21:25:19 | Playing around with pomodoros | [
"pomodoro"
] | [
"Software Development"
] | Over the last 3/4 months I've been playing around with the idea of using http://www.markhneedham.com/blog/2011/02/20/pomodoro-observations-from-giving-it-a-go/[pomodoros] to track all coding/software related stuff that I do outside of work.
I originally started using this technique while I was doing the programming assignments for http://ml-class.com/[ml-class] because I wanted to know how much time I was spending on it each week and make sure I didn't run down rabbit holes too often.
One interesting observation that I noticed from keeping the data of these pomodoros was that while during the early programming assignments it would take me 7 or 8 pomodoros to finish, by the end it was down to around 4.
I think this was due to the difficulty of the assignments decreasing as time went on, I didn't improve that dramatically!
As I mentioned a few weeks ago I've also been http://www.markhneedham.com/blog/2011/12/31/yak-shaving-tracking-the-yak-stack/[using pomodoros in combination with a yak stack] to make sure I don't go off track and it's been interesting applying the technique while http://stackoverflow.com/questions/8949453/jersey-client-thrown-nullpointerexception-on-android[trying to solve a problem I'm having with using the Jersey client on Android].
It's such a fiddly problem and splitting my time into 25 minute slots has forced me to create a plan for what I'm going to try and do in that pomodoro, whether it be ruling out an approach or trying to understand the underlying code that isn't working.
I haven't been successful in solving my problem but I'm pretty sure that I've spent much less time trying to solve it than I would have otherwise. I can certainly imagine spending hours aimlessly trying things that have no chance of working.
One thing I've been experimenting with is reducing the length of the pomodoro to 15 minutes when I know there's something specific that I want to investigate and I'm fairly sure it won't take a full length pomodoro.
Previously I would end up just killing time for 10 minutes or just resetting the pomodoro because I didn't have anything else to do.
I generally enjoy coding much more by applying this time constraint and I think the reason for that is explained by http://www.amazon.co.uk/Progress-Principle-Engagement-Creativity-ebook/dp/B0054KBLBI/ref=sr_1_2?ie=UTF8&qid=1327267340&sr=8-2[The Progress Principle], which I'm currently reading:
____
If people are in an excellent mood at the end of the day, it's a good bet that they have made some progress in their work. If they are in a terrible mood, it's a good bet that they have had a setback. To a great extent, inner work life rises and falls with progress and setbacks in the work. This is the progress principle
____
Using a pomodoro seems to reduce the amount of time that is spent dealing with setbacks and it creates frequent opportunities to discard an approach you're taking if it's clear that it's not going anywhere.
A disadvantage that I've sometimes felt when working on the Jersey/Android problem is that I really don't want to spend 25 minutes working on it because I've been getting absolutely nowhere with it for about 6/7 pomodoros now.
I'd rather delude myself that I'm going to magically fix it just by fiddling around with the code for an indeterminate period of time!
In a way constraining coding in this way does take some of the fun out of it as well because it's now more structured and you tend to have fun when you're just randomly doing stuff and lose track of time.
On the other hand I probably end up doing a lot more of the stuff I want to do when I constrain it in this way!
Decisions, decisions... | null | null | [
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] | playing-around-with-pomodoros | https://markhneedham.com/blog/2012/01/22/playing-around-with-pomodoros |
false | 2012-06-03 20:13:54 | Haskell: Building a range of numbers from command line arguments | [
"haskell"
] | [
"Haskell"
] | I'm working through some of the http://mitpress.mit.edu/sicp/[SICP problems] in Haskell and for http://www.billthelizard.com/2010/02/sicp-exercise-122-timed-prime-test.html[problem 1.22] you need to write a function which will indicate the first 3 prime numbers above a starting value.
It is also suggested to only consider odd numbers so to find the prime numbers above 1000 the function call would look like this:
[source,haskell]
----
> searchForPrimes [1001,1003..]
[1009,1013,1019]
----
I wanted to be able to feed in the range of numbers from the command line so that I'd be able to call the function with different values and see how long it took to work it out.
I initially tried passing the above array to the program as a command line argument wrapped in a string and then parse it using +++<cite>+++read+++</cite>+++ which works if you provide a complete array:
[source,haskell]
----
> read "[1,2]" :: [Int]
[1,2]
----
But not so well for ranges:
[source,haskell]
----
> read "[1,2..]" :: [Int]
*** Exception: Prelude.read: no parse
----
Instead I thought I could just provide the first two values for the proposed range and then work from there.
To help me do this I came across the +++<cite>+++enumFromThen+++</cite>+++ function which has the following signature:
[source,haskell]
----
> :t enumFromThen
enumFromThen :: Enum a => a -> a -> [a]
----
From the Haskell source this function seems to call the literal range syntax which I mentioned above:
[source,haskell]
----
enumFromThen x y = map toEnum [fromEnum x, fromEnum y ..]
----
I was actually expecting there to be a literal range syntax definition which made a call to the various enumFrom... methods since the literal syntax seems more like http://en.wikibooks.org/wiki/Haskell/Syntactic_sugar[syntactic sugar] on top of the function call approach but apparently not!
I use it like this:
[source,haskell]
----
main = do
args <- getArgs
let (first:second:_) = map read args in
putStrLn $ show $ searchForPrimes (enumFromThen first second)
----
Which I suppose could just as easily be written like this:
[source,haskell]
----
main = do
args <- getArgs
let (first:second:_) = map read args in
putStrLn $ show $ searchForPrimes ([first, second..])
----
And I've gone full circle! | null | null | [
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] | haskell-building-a-range-of-numbers-from-command-line-arguments | https://markhneedham.com/blog/2012/06/03/haskell-building-a-range-of-numbers-from-command-line-arguments |
false | 2012-06-05 00:10:29 | Haskell: Writing a function that can take Ints or Doubles | [
"haskell"
] | [
"Haskell"
] | In my continued reading of SICP I wanted to recreate a 'sum' function used to demonstrate a function which could take another function as one of its parameters.
In Scheme the function is defined like this:
[source,scheme]
----
(define (sum term a next b)
(if (> a b)
0
(+ (term a)
(sum term (next a) next b))))
----
And can be used like this to sum the values between two numbers:
[source,scheme]
----
(define (identity x) x)
(define (sum-integers a b)
(sum identity a inc b))
----
[source,text]
----
> (sum-integers 1 10)
55
----
I translated it into Haskell as the following:
[source,haskell]
----
sicpSum :: (Int -> Int) -> Int -> (Int -> Int) -> Int -> Int
sicpSum term a next b | a > b = 0
| otherwise = term a + sicpSum term (next a) next b
----
The 'sum-integers' function translates like this:
[source,haskell]
----
sumIntegers :: Int -> Int -> Int
sumIntegers a b = sicpSum id a inc b
----
[source,text]
----
> sumIntegers 1 10
55
----
It works fine with integers but later on in the chapter it's used to define a function which returns a double:
[source,scheme]
----
(define (pi-sum a b)
(define (pi-term x)
(/ 1.0 (* x (+ x 2))))
(define (pi-next x)
(+ x 4))
(sum pi-term a pi-next b))
----
[source,text]
----
> (* 8 (pi-sum 1 1000))
3.139592655589783
----
I tried writing my 'piSum' function to call the existing 'sumIntegers':
[source,haskell]
----
piSum a b = sicpSum piTerm a piNext b where
piTerm x = 1 / (x * (x + 2))
piNext x = x + 4
----
Which unfortunately doesn't compile because of our use of '/':
[source,text]
----
sicp.hs:124:22:
No instance for (Fractional Int)
arising from a use of `piTerm'
Possible fix: add an instance declaration for (Fractional Int)
In the first argument of `sicpSum2', namely `piTerm'
In the expression: sicpSum2 piTerm a piNext b
In an equation for `piSum':
piSum a b
= sicpSum2 piTerm a piNext b
where
piTerm x = 1 / (x * x + 2)
piNext x = x + 4
----
[source,text]
----
> :t (/)
(/) :: Fractional a => a -> a -> a
----
I need to make 'sicpSums' generic enough to take in a Double or Int in order to reuse it here.
Most of the functions I've written have been for very specific types although a lot of the Haskell examples I've come across tend to have very generic type signatures.
I found quite a http://en.wikibooks.org/wiki/Haskell/Classes_and_types#Standard_classes[cool diagram on a Haskell wiki] which shows which types inherit different type classes.
image::{{<siteurl>}}/uploads/2012/06/haskell-classes-small1.png[Haskell classes small,288,link=http://upload.wikimedia.org/wikipedia/commons/thumb/6/69/Classes.svg/480px-Classes.svg.png]
In this case both Int and Double derive from the Num type class so we can redefine 'sicpSum' in terms of that:
[source,haskell]
----
sicpSum :: (Ord a, Num a1) => (a -> a1) -> a -> (a -> a) -> a -> a1
sicpSum term a next b | a > b = 0
| otherwise = term a + sicpSum term (next a) next b
----
We had to also make sure that 'a' inherits the 'Ord' type class because of the comparison between a and b that we do on the second line.
'piSum' can then make use of the new 'sicpSum' in its definition:
[source,haskell]
----
piSum :: (Ord a1, Fractional a1) => a1 -> a1 -> a1
piSum a b = sicpSum piTerm a piNext b where
piTerm x = 1 / (x * (x + 2))
piNext x = x + 4
----
We can then use it like this:
[source,haskell]
----
> 8 * (piSum 1 1000)
3.139592655589783
----
Obviously this is a very simple example but I haven't written any functions which could take in different types so I thought I'd document how I did it, especially because the diagram of the type classes is really useful! | null | null | [
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] | haskell-writing-a-function-that-can-take-ints-or-doubles | https://markhneedham.com/blog/2012/06/05/haskell-writing-a-function-that-can-take-ints-or-doubles |
false | 2012-06-16 10:41:03 | neo4j/Cypher: Finding the most connected node on the graph | [
"neo4j",
"cypher"
] | [
"neo4j"
] | As I mentioned in http://www.markhneedham.com/blog/2012/05/12/neo4jcypher-finding-the-shortest-path-between-two-nodes-while-applying-predicates/[another post about a month ago] I've been playing around with a neo4j graph in which I have the following relationship between nodes:
image::{{<siteurl>}}/uploads/2012/05/initial.png[]
One thing I wanted to do was work out which node is the most connected on the graph, which would tell me who's worked with the most people.
I started off with the following cypher query:
[source,ruby]
----
query = " START n = node(*)"
query << " MATCH n-[r:colleagues]->c"
query << " WHERE n.type? = 'person' and has(n.name)"
query << " RETURN n.name, count(r) AS connections"
query << " ORDER BY connections DESC"
----
I can then execute that via the neo4j console or through irb using the neography gem like so:
[source,ruby]
----
> require 'rubygems'
> require 'neography'
> neo = Neography::Rest.new(:port => 7476)
> neo.execute_query query
# cut for brevity
{"data"=>[["Carlos Villela", 283], ["Mark Needham", 221]], "columns"=>["n.name", "connections"]}
----
That shows me each person and the number of people they've worked with but I wanted to be able to see the most connected person in each office .
Each person is assigned to an office while they're working out of that office but people tend to move around so they'll have links to multiple offices:
image::{{<siteurl>}}/uploads/2012/06/v3.png[V3,600]
I put 'start_date' and 'end_date' properties on the 'member_of' relationship and we can work out a person's current office by finding the 'member_of' relationship which doesn't have an end date defined:
[source,ruby]
----
query = " START n = node(*)"
query << " MATCH n-[r:colleagues]->c, n-[r2:member_of]->office"
query << " WHERE n.type? = 'person' and has(n.name) and not(has(r2.end_date))"
query << " RETURN n.name, count(r) AS connections, office.name"
query << " ORDER BY connections DESC"
----
And now our results look more like this:
[source,text]
----
{"data"=>[["Carlos Villela", 283, "Porto Alegre - Brazil"], ["Mark Needham", 221, "London - UK South"]],
"columns"=>["n.name", "connections"]}
----
If we want to restrict that just to return the people for a specific person we can do that as well:
[source,ruby]
----
query = " START n = node(*)"
query << " MATCH n-[r:colleagues]->c, n-[r2:member_of]->office"
query << " WHERE n.type? = 'person' and has(n.name) and (not(has(r2.end_date))) and office.name = 'London - UK South'"
query << " RETURN n.name, count(r) AS connections, office.name"
query << " ORDER BY connections DESC"
----
[source,text]
----
{"data"=>[["Mark Needham", 221, "London - UK South"]], "columns"=>["n.name", "connections"]}
----
In the current version of cypher we need to put brackets around the not expression otherwise it will apply the not to the rest of the where clause. Another way to get around that would be to put the not part of the where clause at the end of the line.
While I am able to work out the most connected person by using these queries I'm not sure that it actually tells you who the most connected person is because it's heavily biased towards people who have worked on big teams.
Some ways to try and account for this are to bias the connectivity in favour of those you have worked longer with and also to give less weight to big teams since you're less likely to have a strong connection with everyone as you might in a smaller team.
I haven't got onto that yet though! | null | null | [
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] | neo4jcypher-finding-the-most-connected-node-on-the-graph | https://markhneedham.com/blog/2012/06/16/neo4jcypher-finding-the-most-connected-node-on-the-graph |
false | 2012-06-10 23:30:23 | CSV parsing/UTF-8 encoding | [
"utf-8"
] | [
"Software Development"
] | I was recently trying to parse a CSV file which I'd converted from an Excel spreadsheet but was having problems with characters beyond the standard character set.
This is http://stackoverflow.com/questions/1549139/ruby-cannot-parse-excel-file-exported-as-csv-in-os-x[an example] of what was going wrong:
[source,ruby]
----
> require 'csv'
> people = CSV.open("sponsors.csv", 'r', ?,, ?\r).to_a
["Erik D\366rnenburg", "N/A"]
> people.each { |sponsee, sponsor| puts "#{sponsee} #{sponsor}" }
Erik D?rnenburg N/A
----
I came across a Ruby gem called +++<cite>+++http://snippets.aktagon.com/snippets/159-Detecting-file-data-encoding-with-Ruby-and-the-chardet-RubyGem[chardet]+++</cite>+++ which allowed me to work out the character set of Erik's name like so:
[source,ruby]
----
> require 'chardet'
> require 'UniversalDetector'
> UniversalDetector::chardet("Erik D\366rnenburg")
=> {"encoding"=>"ISO-8859-2", "confidence"=>0.879630020576305}
----
I'd forgotten that you can work out the same thing by making use of +++<cite>+++file+++</cite>+++ like so:
[source,text]
----
> file sponsors.csv
sponsors.csv: ISO-8859 text, with CR line terminators
----
We can then make use of +++<cite>+++http://docs.moodle.org/22/en/Converting_files_to_UTF-8[iconv]+++</cite>+++ to change the file encoding like this:
[source,text]
----
> iconv -f iso-8859-2 -t utf-8 sponsors.csv > sponsors_conv.csv
----
[source,text]
----
> file sponsors_conv.csv
sponsors_conv.csv: UTF-8 Unicode text, with CR line terminators
----
Now if we parse the UTF-8 encoded file it doesn't ruin Erik's name!
[source,ruby]
----
> people = CSV.open("sponsors.csv", 'r', ?,, ?\r).to_a
["Erik D\303\266rnenburg", "N/A"]
> people.each { |sponsee, sponsor| puts "#{sponsee} #{sponsor}" }
Erik Dörnenburg N/A
----
Hopefully I'll now remember what to do next time I come across this problem! | null | null | [
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false | 2012-06-19 23:09:39 | Haskell: Mixed type lists | [
"haskell"
] | [
"Haskell"
] | I've been continuing to work through the exercises in http://www.amazon.co.uk/The-Little-Schemer-Daniel-Friedman/dp/0262560992/ref=sr_1_1?ie=UTF8&qid=1340144213&sr=8-1[The Little Schemer] and came across a problem which needed me to write a function to take a mixed list of Integers and Strings and filter out the Integers.
As I http://www.markhneedham.com/blog/2012/06/19/the-little-schemer-attempt-2/[mentioned in my previous post] I've been doing the exercises in Haskell but I thought I might struggle with that approach here because Haskell collections are homogeneous i.e. all the elements need to be of the same type.
I read about http://en.wikibooks.org/wiki/Haskell/Existentially_quantified_types#Example%3a_heterogeneous_lists[existentially quantified types] but they seemed a bit complicated and instead I decided to use the http://www.haskell.org/ghc/docs/latest/html/libraries/base/Data-Dynamic.html[Dynamic] interface.
Using Dynamic we can define a function to strip out the numbers like this:
[source,haskell]
----
import Data.Dynamic
import Data.Maybe
noNums :: [Dynamic] -> [Dynamic]
noNums lat = cond [(null lat, []),
(isNumber (head lat), noNums (tail lat)),
(otherwise, head lat : noNums (tail lat))]
justInt :: Dynamic -> Maybe Int
justInt dyn = fromDynamic dyn :: Maybe Int
isNumber :: Dynamic -> Bool
isNumber x = isJust $ justInt x
----
We can then call the function like this:
[source,haskell]
----
> map toString $ noNums [toDyn (5 :: Int), toDyn "pears", toDyn (6 :: Int), toDyn "prunes", toDyn (9 :: Int), toDyn "dates"]
[Just "pears",Just "prunes",Just "dates"]
----
[source,haskell]
----
toString :: Dynamic -> Maybe String
toString dyn = fromDynamic dyn
----
+++<cite>+++fromDynamic+++</cite>+++ eventually makes a call to +++<cite>+++http://www.haskell.org/ghc/docs/7.2.2/html/libraries/ghc-prim-0.2.0.0/GHC-Prim.html#v:unsafeCoerce-35-[unSafeCoerce#]+++</cite>+++:
____
The function unsafeCoerce# allows you to side-step the typechecker entirely. That is, it allows you to coerce any type into any other type. If you use this function, you had better get it right, otherwise segmentation faults await. It is generally used when you want to write a program that you know is well-typed, but where Haskell's type system is not expressive enough to prove that it is well typed.
____
I wanted to try and make the 'isNumber' function handle any numeric type rather than just Ints but I haven't quite worked out how to do that.
Obviously I'm only using Dynamic here because the exercise requires it but I'm not sure what real life situation would require its use.
If anyone has used it before or knows a use case I'd be interested to know what it is! | null | null | [
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] | haskell-mixed-type-lists | https://markhneedham.com/blog/2012/06/19/haskell-mixed-type-lists |
false | 2012-06-19 00:21:52 | The Little Schemer: Attempt #2 | [
"software-development",
"little-schemer"
] | [
"Software Development"
] | A few weeks ago I asked the twittersphere for some advice on how I could get better at writing recursive functions and one of the pieces of advice was to work through http://www.amazon.co.uk/The-Little-Schemer-Daniel-Friedman/dp/0262560992/ref=sr_1_1?ie=UTF8&qid=1340064292&sr=8-1[The Little Schemer].
I first heard about The Little Schemer a couple of years ago and after going through the first few pages I got bored and gave up.
I still found the first few pages a bit trivial this time around as well but my colleague https://twitter.com/#!/jennifersmithco[Jen Smith] encouraged me to keep going and once I'd got about 20 pages in it became clearer to me why the first few pages had been written the way they had.
I'm just under half way through at the moment and so far the whole thing that the authors are trying to get you to do is *think through problems in a way that makes them easily solvable using recursion*.
In the first few pages that approach seems ridiculously over the top but it gets you thinking in the right way and means that when you reach the exercises where you need to write your own functions it's not too much of a step up.
Since I've been learning Haskell for the last few months I thought it'd be interesting to try and use that language even though Clojure would be a more natural fit.
I initially wrote the solutions to exercises using idiomatic Haskell before realising I was probably missing the point by doing that:
[source,haskell]
----
multiInsertL new old [] = []
multiInsertL new old (x:xs) | x == old = new:old:multiInsertL new old xs
| otherwise = x:multiInsertL new old xs
----
I came across the http://hackage.haskell.org/package/cond[cond] package which lets you simulate a Scheme/Clojure 'cond' and so far all the functions in the exercises have made use of that.
[source,haskell]
----
multiInsertL2 new old lat = cond [(null lat, []),
(head lat == old, new:old:multiInsertL2 new old (tail lat)),
(otherwise, (head lat):multiInsertL2 new old (tail lat))]
----
I wouldn't write Haskell like this normally but I think it's helpful for me while I'm getting used to the different patterns you can have in recursive functions.
As we go through the exercises the authors describe 'commandments' that you should follow when writing recursive functions which are really useful for me as a novice.
My favourite one so far is the 4th commandment:
____
Always change at least one argument while recursing. It must be changed to be closer to termination. The changing argument must be tested in the termination condition:
* when using cdr, test termination with null? and
* when using sub1, test termination with zero?
____
So many times when I've tried to write recursive functions I've ended up putting them into an infinite loop but following this rule should help avoid that!
The cool thing about this book is that you can work through a few problems, put it down for a few days before picking it back up and you'll still be able to pick up from where you left off quite easily.
Highly recommended so far! | null | null | [
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] | the-little-schemer-attempt-2 | https://markhneedham.com/blog/2012/06/19/the-little-schemer-attempt-2 |
false | 2012-06-21 05:02:32 | Visualising a neo4j graph using gephi | [
"neo4j",
"gephi",
"gexf",
"cypher"
] | [
"neo4j"
] | At ThoughtWorks we don't have line managers but people can choose to have a sponsor - typically someone who has worked in the company for longer/has more experience in the industry than them - who can help them navigate the organisation better.
From hearing people talk about sponsors over the last 6 years it seemed like quite a few people sponsored the majority and there were probably a few people who didn't have a sponsor.
It seemed like a pretty good problem to visualise in a graph so I got access to the data, spent a few hours tidying it up so all the names matched the names we have in our staffing application and then loaded it into neo4j.
I initially tried to visualise the data in http://maxdemarzi.com/2012/04/12/using-sigma-js-with-neo4j/[sigma.js] but that didn't work that well here - I think it's much better when we actually want to browse around a graph whereas here I'm just interested in an overall snapshot.
I therefore decided to load the data into link:[gephi] and find a way of visualising it using that.
The relationships on the graph are like this:
image::{{<siteurl>}}/uploads/2012/06/sponsors_graphviz.png[Sponsors graphviz,600]
I created this using the following http://www.google.co.uk/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CGMQFjAA&url=http%3A%2F%2Fwww.graphviz.org%2F&ei=D6niT4OpNdHe8QOMkNjYDg&usg=AFQjCNFBHZ7SJPeNZlIqRSySygkPgv07xg[graphviz] definition:
[source,text]
----
graph effectgraph {
size="8,8";
rankdir=LR;
person1[label="Person 1"];
person2[label="Person 2"];
person3[label="Person 3"];
officeA[label="Office A"];
officeA -- person1 [label="member_of"];
officeA -- person2 [label="member_of"];
officeA -- person3 [label="member_of"];
person1 -- person2 [label="sponsor_of"];
person2 -- person3 [label="sponsor_of"];
}
----
[source,text]
----
dot -Tpng v3.dot >> sponsors.png
----
I wrote a script http://maxdemarzi.com/2012/04/12/using-sigma-js-with-neo4j/[based on Max de Marzi's blog post] to get the data into gexf format so that I could load it into gephi:
First I get a collection of all the people who are sponsors and how many sponsees they have:
[source,ruby]
----
def load_sponsors
query = " START n = node(*)"
query << " MATCH n-[r:sponsor_of]->n2"
query << " RETURN ID(n), count(r) AS sponsees ORDER BY sponsees DESC"
sponsors = {}
@neo.execute_query(query)["data"].each do |id, sponsees|
sponsors[id] = sponsees
end
sponsors
end
----
That creates a hash of sponsors with a count of how many sponsees they which I used in the following function to creates a collection of nodes:
[source,ruby]
----
def nodes
query = " START n = node(*)"
query << " MATCH n-[r:member_of]->o"
query << " WHERE o.name IN ['London', 'Manchester', 'Hamburg'] AND not(has(r.end_date))"
query << " RETURN DISTINCT(n.name), ID(n)"
sponsors_sponsee_count = load_sponsors
nodes = Set.new
@neo.execute_query(query)["data"].each do |n|
nodes << { "id" => n[1], "name" => n[0], "size" => 5 + ((sponsors_sponsee_count[n[1]] || 0) * 5) }
end
nodes
end
----
I have nodes representing people in the whole organisation so I need to filter to only find people who work for ThoughtWorks Europe since that's where I have the sponsor data for. I add a size property here so that people who have more sponsees will be more prominent on the graph.
We then have the following function to describe the 'sponsor_of' relationships:
[source,ruby]
----
def edges
query = " START n = node(*)"
query << " MATCH n-[r:sponsor_of]->n2"
query << " RETURN ID(r), ID(n), ID(n2)"
@neo.execute_query(query)["data"].collect{|n| {"id" => n[0], "source" => n[1], "target" => n[2]} }
end
----
I use the following code to generate the XML format I need:
[source,ruby]
----
xml = Builder::XmlMarkup.new(:target=>STDOUT, :indent=>2)
xml.instruct! :xml
xml.gexf 'xmlns' => "http://www.gephi.org/gexf", 'xmlns:viz' => "http://www.gephi.org/gexf/viz" do
xml.graph 'defaultedgetype' => "directed", 'idtype' => "string", 'type' => "static" do
xml.nodes :count => nodes.size do
nodes.each do |n|
xml.node :id => n["id"], :label => n["name"] do
xml.tag!("viz:size", :value => n["size"])
xml.tag!("viz:color", :b => 255, :g => 255, :r => 255)
xml.tag!("viz:position", :x => rand(100), :y => rand(100))
end
end
end
xml.edges :count => edges.size do
edges.each do |e|
xml.edge:id => e["id"], :source => e["source"], :target => e["target"]
end
end
end
end
----
We end up with something like the following:
[source,text]
----
<?xml version="1.0" encoding="UTF-8"?>
<gexf xmlns="http://www.gephi.org/gexf" xmlns:viz="http://www.gephi.org/gexf/viz">
<graph defaultedgetype="directed" idtype="string" type="static">
<nodes count="274">
<node id="1331" label="Person 1">
<viz:size value="5"/>
<viz:color b="255" g="255" r="255"/>
<viz:position x="69" y="31"/>
</node>
....
</nodes>
<edges count="187">
<edge id="7975" source="56" target="1374"/>
</edges>
</graph>
</gexf>
----
I set the positions of the nodes to be randomised because the gephi algorithms seem to work much better that way.
I can then create the gexf file like so:
[source,text]
----
ruby gephi_me.rb >> sponsors.gexf
----
I loaded it into gephi and ran the Force Atlas & 'Noverlap' algorithms over the graph to make it a bit easier to visualise the data:
image::{{<siteurl>}}/uploads/2012/06/sponsors.png[Sponsors,600]
The top 4 sponsors on the graph are sponsors to 28 people between them and the next 7 cover a further 35 people.
Interestingly there's a big group of orphans in the middle who don't have a sponsor - initially I thought it was a bit strange that there are so many but people who have moved to the UK from another country and have a sponsor from that country would also come in this category.
I wrote the following query to help me find out who the orphans were after noticing that on the visualisation:
[source,ruby]
----
query = " START n = node(*)"
query << " MATCH n-[r:member_of]->o, n<-[r2?:sponsor_of]-n2"
query << " WHERE r2 is null and o.name IN ['London', 'Manchester', 'Hamburg'] AND not(has(r.end_date))"
query << " RETURN DISTINCT(n.name), ID(n)"
----
I wanted to annotate the image to point out who specific people were for internal use and a few people on twitter pointed me towards http://skitch.com/[skitch] which made my life amazingly easy so I'd highly recommend that. | null | null | [
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] | visualising-a-neo4j-graph-using-gephi | https://markhneedham.com/blog/2012/06/21/visualising-a-neo4j-graph-using-gephi |
false | 2012-06-30 10:05:04 | Powerpoint saving movies as images | [
"software-development",
"powerpoint"
] | [
"Software Development"
] | I've been working on a presentation for the ThoughtWorks Europe away day over the last few days and I created some screen casts using http://www.techsmith.com/camtasia.html[Camtasia] which I wanted to include.
It's reasonably easy to insert movies into Powerpoint but I was finding that when I saved the file and then reloaded it the movies had been converted into images which wasn't what I wanted at all!
Eventually I came across http://www.ehow.com/how_4500346_keep-embedded-video-powerpoint-after.html[a blog post which explained that I'd been saving the file as the wrong format].
I'd been saving it as a 'ppt' but what I actually needed was to save it as a 'ppsx':
image::{{<siteurl>}}/uploads/2012/06/graph.png[Graph,600]
I spent about an hour trying to work out what I was doing wrong, an hour I hopefully won't have to spend next time. | null | null | [
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] | powerpoint-saving-movies-as-images | https://markhneedham.com/blog/2012/06/30/powerpoint-saving-movies-as-images |
false | 2012-06-24 00:40:35 | Creating a Samba share between Ubuntu and Mac OS X | [
"software-development"
] | [
"Software Development"
] | On the project I'm currently working on we have our development environment setup on a bare bones Ubuntu instance which we run via VmWare.
We wanted to be able to edit files on the VM from the host O/S so my colleague http://twitter.com/philandstuff[Phil] suggested that we set up a Samba server on the VM and then connect to it from the Mac.
We first needed to install a couple of packages on the VM:
* apt-get install samba
* apt-get install libpam-smbpass
The first package is self explanatory and the second allows us to keep the samba username/password in sync with the unix user on the VM.
Installing the samba package will automatically start up the Samba daemon 'smbd'.
[source,text]
----
$ ps aux | grep smbd
mneedham 10915 0.0 0.0 7624 928 pts/14 S+ 17:37 0:00 grep --color=auto smbd
root 32610 0.0 0.1 95372 5408 ? S Jun22 0:50 smbd -F
----
We then need to edit +++<cite>+++/etc/samba/smb.conf+++</cite>+++:
First we uncomment this line:
[source,text]
----
security = user
----
Then add a share, probably at the bottom of the file but anywhere is fine:
[source,text]
----
[mneedham]
comment = Mark's vm
read only = no
path = /home/mneedham
guest ok = no
browseable = yes
create mask = 0644
----
From the Mac we need to mount the share:
* Go to finder
* Connect to server (Cmd - K)
* Type in 'smb://ip.of-vm
* Select the name of the share
The share should now be accessible from the host O/S at +++<cite>+++/Volumes/name.of.share+++</cite>+++
Looking back I'm sure there's a way to configure VmWare to share files from the guest O/S but at least I now know another way to do it as well! | null | null | [
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] | creating-a-samba-share-between-ubuntu-and-mac-os-x | https://markhneedham.com/blog/2012/06/24/creating-a-samba-share-between-ubuntu-and-mac-os-x |
false | 2012-06-24 23:32:17 | neo4j: Handling optional relationships | [
"neo4j",
"cypher"
] | [
"neo4j"
] | On my ThoughtWorks neo4j there are now two different types of relationships between people nodes - they can either be colleagues or one can be the http://www.markhneedham.com/blog/2012/06/21/visualising-a-neo4j-graph-using-gephi/[sponsor of the other].
The graph looks like this:
image::{{<siteurl>}}/uploads/2012/06/sponsors-colleagues.png[Sponsors colleagues,392]
I wanted to get a list of all the sponsor pairs but also have some indicator of whether the two people have worked together.
I started off by getting all of the sponsor pairs:
[source,text]
----
START n = node(*)
MATCH n-[r:sponsor_of]->n2
RETURN n.name, n2.name
----
I managed to narrow that down to the people who sponsored someone that they'd worked with like so:
[source,text]
----
START n = node(*)
MATCH n-[r:sponsor_of]->n2, n-[r2:colleagues]->c
WHERE c = n2
RETURN n.name, n2.name
----
But it wasn't quite what I wanted since I'd now lost all the sponsor pairs who didn't work together.
My next attempt was to remove the WHERE clause and try the following which isn't even a valid cypher query:
[source,text]
----
START n = node(*)
MATCH n-[r:sponsor_of]->n2, n-[r2:colleagues]->c
RETURN n.name, n2.name, n2 IN [c]
----
I was struggling so I decided to draw out the above diagram and then work backwards from the type of output which I expected if I had the correct query.
The output I wanted was like this:
[source,text]
----
PersonA | PersonB | Sponsor Relationship | Colleague Relationship
PersonA | PersonC | Sponsor Relationship | -
----
Once I had written it out on paper it became clear that what I needed to do was find all the sponsor pairs and then optionally look for a colleagues relationship between the pair:
[source,text]
----
START n = node(*)
MATCH n-[r:sponsor_of]->n2-[r2?:colleagues]->n
RETURN n.name, n2.name, r, r2
----
The '?' before the ':' in the colleagues relationship indicates that it's optional and will still return the traversal even if that relationship doesn't exist.
If we run that query in the console it does exactly what we want:
[source,text]
----
==> +--------------------------------------------------------------------------------------+
==> | n.name | n2.name | r | r2 |
==> +--------------------------------------------------------------------------------------+
==> | "PersonA" | "PersonB" | :sponsor_of[261255] {} | :colleagues[217292]|
==> | "PersonA" | "PersonC" | :sponsor_of[261252] {} | <null> |
==> +--------------------------------------------------------------------------------------+
---- | null | null | [
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] | neo4j-handling-optional-relationships | https://markhneedham.com/blog/2012/06/24/neo4j-handling-optional-relationships |
false | 2012-06-24 22:55:39 | Why you shouldn't use name as a key a.k.a. I am an idiot | [
"software-development"
] | [
"Software Development"
] | I think one of the first things that I learnt about dealing with users in a data store is that you should never use name as a primary key because their might be two people with the same name.
Despite knowing that I foolishly chose to ignore this knowledge when building my neo4j graph and used name as the key for the Lucene index.
I thought I'd got away with it but NO!
Earlier today I was trying to work out who the most connected person at ThoughtWorks is and the graph was suggesting that 'Rahul Singh' was the most connected, having worked with 540 people.
I mentioned this to https://twitter.com/#!/jennifersmithco[Jen] who felt something was probably wrong since he'd only started working at ThoughtWorks a couple of years ago.
Amusingly Jen found an email from 18 months ago sent by Rahul #1 explaining that there were in fact two people with exactly the same name and he was getting emails intended for the other one and vice versa.
I now have first hand knowledge of what can happen if you ignore one of the most basic rules of software development!
My gamble that there probably wouldn't be two people with the same name in such a small dataset has totally failed and from now on I'll be sure to use a unique key! | null | null | [
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] | why-you-shouldnt-use-name-as-a-key-a-k-a-i-am-an-idiot | https://markhneedham.com/blog/2012/06/24/why-you-shouldnt-use-name-as-a-key-a-k-a-i-am-an-idiot |
false | 2012-06-24 00:58:43 | Brightbox Repository: GPG error: The following signatures couldn't be verified because the public key is not available | [
"software-development"
] | [
"Software Development"
] | We're using the https://launchpad.net/~brightbox/+archive/ruby-ng[Brightbox Ruby repository] to get the versions of Ruby which we install on our machines and although we eventually put the configuration for this repository into Puppet we initially tested it out on a local VM.
To start with you need to add the repository to +++<cite>+++/etc/apt/sources.list+++</cite>+++:
[source,text]
----
deb http://ppa.launchpad.net/brightbox/ruby-ng/ubuntu lucid main
----
To get that picked up we run the following:
[source,text]
----
apt-get update
----
Which initially threw this error because it's a gpg signed repository and we hadn't added the key:
____
W: GPG error: http://ppa.launchpad.net lucid Release: The following signatures couldn't be verified because the public key is not available: NO_PUBKEY F5DA5F09C3173AA6
____
I recently realised that the instructions explaining how to sign the repository are hidden away in an overlay on the page but the http://docs.opsview.com/doku.php?id=opsview-community:repository-key[opsview wiki] also explains what to do.
To add the key we need to run the following:
[source,text]
----
sudo apt-key add -
-----BEGIN PGP PUBLIC KEY BLOCK-----
Version: SKS 1.0.10
mI0ETKTCMQEEAMX3ttL4YFO5AQ7Z6L5gaGw57CJBQl6jCv6lka0p8DaGNkeX0Rs9DhINa8qR
hxJCPK6ijeoNss69G/ni+sMSRViJBFWXzitEE1ew5YM2sw7wLE3guToDu60kaDwIn5mR3GTx
cgqDrQeCuGZJgz3e2lgmGYw2rAhMe78rRgkR5GFvABEBAAG0G0xhdW5jaHBhZCBQUEEgZm9y
IEJyaWdodGJveIi4BBMBAgAiBQJMpMIxAhsDBgsJCAcDAgYVCAIJCgsEFgIDAQIeAQIXgAAK
CRD12l8Jwxc6pl2BA/4p5DFEpGVvkgLj7/YLYCtYmZDw8i/drGbkWfIQiOgPWIf8QgpJXVME
1tkH8N1ssjbJlUKl/HubNBKZ6HDyQsQASFug+eI6KhSFMScDBf/oMX3zVCTTvUkgJtOWYc5d
77zJacEUGoSEx63QUJVvp/LAnqkZbt17JJL6HOou/CNicw==
=G8vE
-----END PGP PUBLIC KEY BLOCK-----
----
Then press Ctrl-D to exit the command.
The public key comes from http://keyserver.ubuntu.com:11371/pks/lookup?op=get&search=0xF5DA5F09C3173AA6[here] and is referenced under the https://launchpad.net/~brightbox/+archive/ruby-ng['Signing key' section]. | null | null | [
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] | brightbox-repository-gpg-error-the-following-signatures-couldnt-be-verified-because-the-public-key-is-not-available | https://markhneedham.com/blog/2012/06/24/brightbox-repository-gpg-error-the-following-signatures-couldnt-be-verified-because-the-public-key-is-not-available |
false | 2012-06-12 23:50:45 | Functional Thinking: Separating concerns | [
"functional-programming"
] | [
"Software Development"
] | Over the weekend I was trying to port some of the neo4j import code for the ThoughtWorks graph I've been working on to make use of the http://docs.neo4j.org/chunked/snapshot/rest-api-batch-ops.html[REST Batch API] and I came across an interesting example of imperative vs functional thinking.
I'm using the https://github.com/maxdemarzi/neography[neography] gem to populate the graph and to start with I was just creating a person node and then creating an index entry for it:
[source,ruby]
----
people_to_load = Set.new
people_to_load << { :name => "Mark Needham", :id => 1 }
people_to_load << { :name => "Jenn Smith", :id => 2 }
people_to_load << { :name => "Chris Ford", :id => 3 }
command_index = 0
people_commands = people_to_load.inject([]) do |acc, person|
acc << [:create_node, {:id => person[:id], :name => person[:name]}]
acc << [:add_node_to_index, "people", "name", person[:name], "{#{command_index}}"]
command_index += 2
acc
end
Neography::Rest.new.batch * people_commands
----
+++<cite>+++people_commands+++</cite>+++ ends up containing the following arrays in the above example:
[source,text]
----
[
[:create_node, {:id=>"1", :name=>"Mark Needham"}],
[:add_node_to_index, "people", "name", "Mark Needham", "{0}"],
[:create_node, {:id=>"2", :name=>"Jenn Smith"}],
[:add_node_to_index, "people", "name", "Jenn Smith", "{2}"],
[:create_node, {:id=>"3", :name=>"Chris Ford"},
[:add_node_to_index, "people", "name", "Chris Ford", "{4}"]
]
----
We can refer to previously executed batch commands by referencing their 'job id' which in this case is their 0 indexed position in the list of commands. e.g. the second command which indexes me refers to the node created in 'job id' '0' i.e the first command in this batch
In the neo4j REST API we'd be able to define an arbitrary id for a command and then reference that later on but it's not implemented that way in neography.
I thought having the 'command_index += 2' was a bit rubbish because it's nothing to do with the problem I'm trying to solve so I https://twitter.com/markhneedham/status/211793005668077568[posted to twitter to see if there was a more functional way to do this].
My colleague https://twitter.com/#!/ctford[Chris Ford] came up with a neat approach which involved using 'each_with_index' to work out the index positions rather than having a counter. His final version looked like this:
[source,ruby]
----
insert_commands = people_to_load.map do |person|
[:create_node, {:id => person[:id], :name => person[:name]}]
end
index_commands = people_to_load.each_with_index.map do |person, index|
[:add_node_to_index, "people", "name", person[:name], "{#{index}}"]
end
people_commands = insert_commands + index_commands
----
The neat thing about this solution is that Chris has *separated the two concerns* - creating the node and indexing it.
When I was thinking about this problem imperatively they seemed to belong together but there's actually no reason for that to be the case and we can write simpler code by separating them.
We do iterate through the set twice but since it's not really that big it doesn't make too much difference. to the performance. | null | null | [
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] | functional-thinking-separating-concerns | https://markhneedham.com/blog/2012/06/12/functional-thinking-separating-concerns |
false | 2012-12-04 23:38:39 | Micro Services: Plugging in 3rd party components | [
"micro-services-2"
] | [
"Micro Services"
] | Over the past few weeks I've been involved in conversations with different clients around micro services and one thing about this architecture that seems quite popular is the ability to easily plug in 3rd party components.
In one case we were talking through the design of a system which would calculate and then apply price optimisations on products. The parts of the system we were discussing looked roughly like this:
image:{{<siteurl>}}/uploads/2012/12/micro-services.png[Micro services,357]
As per the annotations, one of the questions asked was whether it would be possible to start out with the assumption that each component would be custom built and then assess that decision after a few weeks.
An advantage of splitting each of the components into their own application is that we could reasonably easily plug in a 3rd party tool behind the boundary while keeping all the HTTP wiring as custom code.
This allows us to get going quickly and write simple stubs in place of the main logic of some of the components to begin with.
We can defer the integration/learning curve of the 3rd party component while we prove out the architecture as a whole. In addition we are not letting the 3rd party component drive the design of our system but instead allowing it to play a supporting role.
One final thing to note is that since each component is a separate application *it's much easier to have different teams working on each one* than it would be if they were all contained in the same application.
There would need to be communication between teams around the design of contracts between the services but after an initial period of churn hopefully those would become reasonably stable. | null | null | [
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] | micro-services-plugging-in-3rd-party-components | https://markhneedham.com/blog/2012/12/04/micro-services-plugging-in-3rd-party-components |
false | 2012-12-27 00:45:59 | Restricting your own learning | [
"learning"
] | [
"Learning"
] | For the first few years that I worked professionally^*^ every project that I worked on was different enough to the previous ones that I was always learning something new without having to put much effort in.
After a while this became less the case because I'd seen more things and if I saw something even remotely similar I would abstract it away as something that I'd done before.
A couple of months ago Martin Fowler wrote a blog post about http://martinfowler.com/bliki/PrimingPrimeDirective.html[priming] and how research has showed that exposure to a stimulus influences a response to a later stimulus.
In this case he was referring to the benefits of starting a retrospective with the prime directive because it will help put us in a more open and understanding frame of mind which will be beneficial in this context.
I feel there might be some link between this and my learning conundrum in as well as I've primed myself to believe that there's nothing interesting to learn in a situation because it's similar to something I've previously worked on.
http://en.wikipedia.org/wiki/Confirmation_bias[Confirmation bias] also comes into play because I'm now only looking for things that I already know to prove my point.
I started working on the http://www.uswitch.com/[uSwitch] energy team a few weeks ago and initially I was only looking for the things that I already knew how to do.
After a week of doing this I decided to instead look for things to learn and realised there was more than I expected. These are just some of the things I'm currently learning more about:
* http://www.startuplessonslearned.com/2009/12/continuous-deployment-for-mission.html[*Continuous Deployment*] - we deploy every commit if not immediately then usually within a couple of hours. In order for this to work you have to be alert to what things might break. This involves watching https://airbrake.io/pages/home[Airbrake] for any errors and being ready to fix things if necessary.
* *Maintaining an application in production* - somehow I didn't end up doing this at ThoughtWorks; almost every single project that I worked on was the first release of an application and then we rolled off after that was done. I haven't done it for long but so far it's been fascinating seeing the different paths users can take through the application that I'd never have thought of.
* *A/B Testing* - we follow quite a data driven approach to improved the website. If someone has an idea for how to improve it, rather than spend hours discussing it we'll implement the idea and then put it side by side the current version. Then using an A/B test we'll send half the traffic to one version and the other half to the new version and see which one works better. I've been http://www.exp-platform.com/documents/guidecontrolledexperiments.pdf[reading this paper] to try and learn more about this.
I'm sure that there are more (or certainly will be) that I can't think of at the moment but it's much easier to find new and interesting things to learn now that I'm looking for them rather than expecting to magically appear. ------ * as in I got paid. I'd never claim to be professional in any other way :-D | null | null | [
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] | restricting-your-own-learning | https://markhneedham.com/blog/2012/12/27/restricting-your-own-learning |
false | 2012-12-27 00:08:01 | Mahout: Parallelising the creation of DecisionTrees | [
"machine-learning-2",
"mahout"
] | [
"Machine Learning"
] | A couple of months ago I wrote a http://www.markhneedham.com/blog/2012/10/27/kaggle-digit-recognizer-mahout-random-forest-attempt/[blog post] describing our use of http://mahout.apache.org/[Mahout] random forests for the http://www.kaggle.com/c/digit-recognizer[Kaggle Digit Recogniser Problem] and after seeing how long it took to create forests with 500+ trees I wanted to see if this could be sped up by parallelising the process.
From looking at the +++<cite>+++https://github.com/apache/mahout/blob/trunk/core/src/main/java/org/apache/mahout/classifier/df/DecisionForest.java[DecisionTree]+++</cite>+++ it seemed like it should be possible to create lots of small forests and then combine them together.
After unsuccessfully trying to achieve this by directly using +++<cite>+++DecisionForest+++</cite>+++ I decided to just copy all the code from that class into https://github.com/jennifersmith/machinenursery/blob/master/src/main/java/MultiDecisionForest.java[my own version] which allowed me to achieve this.
The code to build up the forest ends up looking like this:
[source,java]
----
List<Node> trees = new ArrayList<Node>();
MultiDecisionForest forest = MultiDecisionForest.load(new Configuration(), new Path("/path/to/mahout-tree"));
trees.addAll(forest.getTrees());
MultiDecisionForest forest = new MultiDecisionForest(trees);
----
We can then use +++<cite>+++forest+++</cite>+++ to classify values in a test data set and it seems to work reasonably well.
I wanted to try and avoid putting any threading code in so I made use of http://www.gnu.org/software/parallel/[GNU parallel] which is available on Mac OS X with a +++<cite>+++brew install parallel+++</cite>+++ and on Ubuntu by http://askubuntu.com/questions/12764/where-do-i-get-a-package-for-gnu-parallel[adding the following repository] to +++<cite>+++/etc/apt/sources.list+++</cite>+++...
[source,text]
----
deb http://ppa.launchpad.net/ieltonf/ppa/ubuntu oneiric main
deb-src http://ppa.launchpad.net/ieltonf/ppa/ubuntu oneiric main
----
...followed by a +++<cite>+++apt-get update+++</cite>+++ and +++<cite>+++apt-get install parallel+++</cite>+++.
I then wrote a script to parallelise the creation of the forests:
_https://github.com/jennifersmith/machinenursery/blob/master/parallel-forests.sh[parallelise-forests.sh]_
[source,text]
----
#!/bin/bash
start=`date`
startTime=`date '+%s'`
numberOfRuns=$1
seq 1 ${numberOfRuns} | parallel -P 8 "./build-forest.sh"
end=`date`
endTime=`date '+%s'`
echo "Started: ${start}"
echo "Finished: ${end}"
echo "Took: " $(expr $endTime - $startTime)
----
_https://github.com/jennifersmith/machinenursery/blob/master/build-forest.sh[build-forest.sh]_
[source,sh]
----
#!/bin/bash
java -Xmx1024m -cp target/machinenursery-1.0.0-SNAPSHOT-standalone.jar main.java.MahoutPlaybox
----
It should be possible to achieve this by using the parallel option in +++<cite>+++xargs+++</cite>+++ but unfortunately I wasn't able to achieve the same success with that command.
I http://stackoverflow.com/questions/2791069/how-to-use-parallel-execution-in-a-shell-script[hadn't come across] the +++<cite>+++seq+++</cite>+++ command until today but it works quite well here for allowing us to specify how many times we want to call the script.
I was probably able to achieve about a 30% speed increase when running this on my Air. There was a greater increase running on a high CPU AWS instance although for some reason some of the jobs seemed to get killed and I couldn't figure out why.
Sadly even with a new classifier with a massive number of trees I didn't see an improvement over the http://www.markhneedham.com/blog/2012/11/29/kaggle-digit-recognizer-weka-adaboost-attempt/[Weka random forest using AdaBoost] which I wrote about a month ago. We had an accuracy of 96.282% here compared to 96.529% with the Weka version. | null | null | [
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] | mahout-parallelising-the-creation-of-decisiontrees | https://markhneedham.com/blog/2012/12/27/mahout-parallelising-the-creation-of-decisiontrees |
false | 2012-12-11 23:44:05 | rsyncing to an AWS instance | [
"software-development"
] | [
"Software Development"
] | I wanted to try running some of the http://www.markhneedham.com/blog/category/machine-learning/[machine learning algorithms] that https://twitter.com/jennifersmithco[Jen] and I have been playing around with on a beefier machine so I thought spinning up an AWS instance would be the best way to do that.
I built the JAR with the appropriate algorithms on my machine and then wanted to copy it up onto an AWS instance.
I could have used +++<cite>+++scp+++</cite>+++ but I quite like the progress bar that you can get with +++<cite>+++rsync+++</cite>+++ and since the JAR had somehow drifted to a size of 47MB the progress bar was useful.
When I provisioned the machine I created a public/private key pair and I was able to ssh into the machine like this:
[source,text]
----
ssh -l ubuntu -i ~/Downloads/machinenursery.pem ec2-54-242-108-142.compute-1.amazonaws.com
----
I needed to tell rsync to use the pen file which I initially tried to do with the following command:
[source,text]
----
rsync --progress 'ssh -i /Users/markhneedham/Downloads/machinenursery.pem' -avz target/ [email protected]:machinenursery
----
It seemed to ignore the pem file and I got a permission denied error when I ran this:
[source,text]
----
Permission denied (publickey).
rsync: connection unexpectedly closed (0 bytes received so far) [sender]
rsync error: unexplained error (code 255) at /SourceCache/rsync/rsync-42/rsync/io.c(452) [sender=2.6.9]
----
Eventually http://alestic.com/2009/04/ubuntu-ec2-sudo-ssh-rsync[came across an article which explained a way around the problem] using RSH instead of SSH:
[source,text]
----
rsync --progress --rsh 'ssh -i /Users/markhneedham/Downloads/machinenursery.pem' -avz target/ [email protected]:machine nursery
----
As I understand it RSH isn't secure but all I'm transferring is a JAR file so it didn't seem like too much of an issue.
I'm sure there must be a way to transfer this file using SSH but I've tried all the different flags and I can't figure it out so if you know how to please let me know!. | null | null | [
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] | rsyncing-to-an-aws-instance | https://markhneedham.com/blog/2012/12/11/rsyncing-to-an-aws-instance |
false | 2012-12-29 19:27:46 | Haskell: Initialising a map | [
"haskell"
] | [
"Haskell"
] | I've been converting a variation of Kruskal's algorithm from https://github.com/mneedham/algorithms2/blob/master/clustering_big_graph_bitwise.rb[Ruby] into https://github.com/mneedham/algorithms2/blob/master/clustering.hs[Haskell] and one thing I needed to do was create a map of binary based values to node ids.
In Ruby I wrote the following code to do this:
[source,ruby]
----
nodes = [1,2,5,7,2,4]
@magical_hash = {}
nodes.each_with_index do |node, index|
@magical_hash[node] ||= []
@magical_hash[node] << index
end
=> {1=>[0], 2=>[1, 4], 5=>[2], 7=>[3], 4=>[5]}
----
From looking at the documentation it seemed like the easiest way to do this in Haskell would be to convert the nodes into an appropriate list and then call the +++<cite>+++http://www.haskell.org/ghc/docs/6.12.2/html/libraries/containers-0.3.0.0/Data-Map.html#v%3AfromList[fromList]+++</cite>+++ function to build the map.
I needed to get the data to look like this:
[source,haskell]
----
> let nodesMap = Data.Map.fromList [(1, [0]), (2, [1,4]), (5, [2]), (7, [3]), (4, [5])]
> Data.Map.assocs nodesMap
[(1,[0]),(2,[1,4]),(4,[5]),(5,[2]),(7,[3])]
----
The first step was to create a list of tuples with the nodes ids and values:
[source,haskell]
----
> zip [0..] [1,2,5,7,2,4]
[(0,1),(1,2),(2,5),(3,7),(4,2),(5,4)]
----
I wanted group the collection by value so that in this instance I could have the 2 nodes with a value of '2' mapping from the same key in the map.
The following code helped do that:
[source,haskell]
----
groupIgnoringIndex = groupBy (\(_,x) (_,y) -> x == y)
sortIgnoringIndex = sortBy (\(_,x) (_,y) -> x `compare` y)
----
[source,haskell]
----
> (groupIgnoringIndex . sortIgnoringIndex) (zip [0..] [1,2,5,7,2,4])
[[(0,1)],[(1,2),(4,2)],[(5,4)],[(2,5)],[(3,7)]]
----
I wrote the following function to convert that collection into one that could be passed to +++<cite>+++fromList+++</cite>+++:
[source,haskell]
----
asMapEntry :: [(Int, Int)] -> (Int, [Int])
asMapEntry nodesWithIndexes = ((snd . head) nodesWithIndexes,
foldl (\acc (x,_) -> acc ++ [x]) [] nodesWithIndexes)
----
[source,haskell]
----
> asMapEntry [(1,2),(4,2)]
(2,[1,4])
----
We can then put all those functions together into the following top level function:
[source,haskell]
----
toMap :: [Int] -> Map Int [Int]
toMap nodes = Data.Map.fromList $ map asMapEntry $ (groupIgnoringIndex . sortIgnoringIndex) nodesWithIndexes
where nodesWithIndexes = (zip [0..] nodes)
----
[source,haskell]
----
> Data.Map.assocs $ toMap [1,2,5,7,2,4]
[(1,[0]),(2,[4,1]),(4,[5]),(5,[2]),(7,[3])]
----
I haven't properly investigated all the functions available in the +++<cite>+++Data.Map+++</cite>+++ package but my gut feeling is there must be a better way to do this - the sort/group combination is ugly in the extreme! | null | null | [
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] | haskell-initialising-a-map | https://markhneedham.com/blog/2012/12/29/haskell-initialising-a-map |
false | 2012-12-29 20:14:12 | Haskell: A cleaner way of initialising a map | [
"haskell"
] | [
"Haskell"
] | I recently wrote a blog post http://www.markhneedham.com/blog/2012/12/29/haskell-initialising-a-map/[showing a way of initialising a Haskell map] and towards the end of the post I realised how convoluted my approach was and wondered if there was an easier way and indeed there is!
To recap, this is the code I ended up with to populate a map with binary based values as the keys and node ids as the values:
[source,haskell]
----
import Data.Map
toMap :: [Int] -> Map Int [Int]
toMap nodes = fromList $ map asMapEntry $ (groupIgnoringIndex . sortIgnoringIndex) nodesWithIndexes
where nodesWithIndexes = (zip [0..] nodes)
groupIgnoringIndex = groupBy (\(_,x) (_,y) -> x == y)
sortIgnoringIndex = sortBy (\(_,x) (_,y) -> x `compare` y)
asMapEntry :: [(Int, Int)] -> (Int, [Int])
asMapEntry nodesWithIndexes =
((snd . head) nodesWithIndexes, Prelude.foldl (\acc (x,_) -> acc ++ [x]) [] nodesWithIndexes)
----
[source,haskell]
----
> assocs $ toMap [1,2,5,7,2,4]
[(1,[0]),(2,[4,1]),(4,[5]),(5,[2]),(7,[3])]
----
To sum up what we're trying to do: when a key doesn't have an entry we want to create one with a list containing the appropriate value and if the key already has a value then we want to append that value to the existing list.
As it turns out the +++<cite>+++http://www.haskell.org/ghc/docs/6.12.2/html/libraries/containers-0.3.0.0/Data-Map.html#v%3AinsertWith[insertWith]+++</cite>+++ function does exactly what we want:
[source,haskell]
----
> let emptyMap = empty :: Map Int [Int]
> assocs $ foldl (\acc (id,val) -> insertWith (++) val [id] acc) emptyMap nodesWithIndexes
[(1,[0]),(2,[4,1]),(4,[5]),(5,[2]),(7,[3])]
----
Based on this experience it would appear that the same type of thing applies when coding in Haskell as when coding in Clojure.
To http://blog.jayfields.com/2012/09/replacing-common-code-with-clojureset.html[paraphrase Jay Fields]:
____
If you've written a fair amount of Clojure code [\...] then chances are you've probably reinvented a few functions that are already available in the standard library.
____ | null | null | [
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] | haskell-a-cleaner-way-of-initialising-a-map | https://markhneedham.com/blog/2012/12/29/haskell-a-cleaner-way-of-initialising-a-map |
false | 2012-12-29 17:49:46 | Sed: Replacing characters with a new line | [
"sed"
] | [
"Shell Scripting"
] | I've been playing around with writing some algorithms in both Ruby and Haskell and the latter wasn't giving the correct result so I wanted to output an intermediate state of the two programs and compare them.
I didn't do any fancy formatting of the output from either program so I had the raw data structures in text files which I needed to transform so that they were comparable.
The main thing I wanted to do was get each of the elements of the collection onto their own line. The output of one of the programs looked like this:
[source,text]
----
[(1,2), (3,4)…]
----
To get each of the elements onto a new line my first step was to replace every occurrence of ', (' with '\n('. I initially tried using +++<cite>+++sed+++</cite>+++ to do that:
[source,text]
----
sed -E -e 's/, \(/\\n(/g' ruby_union.txt
----
All that did was insert the string value '\n' rather than the new line character.
I've come across similar problems before and I usually just use +++<cite>+++tr+++</cite>+++ but in this case it doesn't work very well because we're replacing more than just a single character.
I came across http://www.linuxquestions.org/questions/linux-software-2/sed-insert-a-newline-why-does-not-it-work-158806/[this thread] on Linux Questions which gives a couple of ways that we can get see to do what we want.
The first suggestion is that we should use a back slash followed by the enter key while writing our sed expression where we want the new line to be and then continue writing the rest of the expression.
We therefore end up with the following:
[source,text]
----
sed -E -e "s/,\(/\
/g" ruby_union.txt
----
This approach works but it's a bit annoying as you need to delete the rest of the expression so that the enter works correctly.
An alternative is to make use of +++<cite>+++echo+++</cite>+++ with the '-e' flag which allows us to output a new line. Usually http://linux.about.com/library/cmd/blcmdl1_echo.htm[backslashed characters aren't interpreted] and so you end up with a literal representation. e.g.
[source,text]
----
$ echo "mark\r\nneedham"
mark\r\nneedham
$ echo -e "mark\r\nneedham"
mark
needham
----
We therefore end up with this:~~~ ~~~text sed -E -e "s/, \(/\\`echo -e '\n\r'`/g" ruby_union.txt ~~~
** Update **
It was pointed out in the comments that this final version of the sed statement doesn't actually lead to a very nice output which is because I left out the other commands I passed to it which get rid of extra brackets.
The following gives a cleaner output: ~~~text $ echo "[(1,2), (3,4), (5,6)]" | sed -E -e "s/, \(/\\`echo -e '\n\r'`/g" -e 's/\[|]|\)|\(//g' 1,2 3,4 5,6 ~~~ | null | null | [
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] | sed-replacing-characters-with-a-new-line | https://markhneedham.com/blog/2012/12/29/sed-replacing-characters-with-a-new-line |
false | 2012-12-10 00:39:34 | apt-get update: 416 Requested Range Not Satisfiable | [
"software-development"
] | [
"Software Development"
] | We were trying to run a puppet update on some machines last week and one of the first things it does is run 'apt-get update' which was working on all but one node for which it was returning the following exception:
[source,text]
----
Err http://us-west-1.ec2.archive.ubuntu.com/ubuntu/ i386 Packages
416 Requested Range Not Satisfiable
Fetched 5,079B in 2s (2,296B/s)
W: Failed to fetch http://us-west-1.ec2.archive.ubuntu.com/ubuntu/dists/maverick-updates/main/binary-i386/Packages.gz
416 Requested Range Not Satisfiable
----
It turns out one way that exception can manifest is if you've got a partial copy of the index files from the repository and in this case the solution was https://bugs.launchpad.net/ubuntu/+source/apt/+bug/798023[as simple as deleting those and trying again]:
[source,text]
----
sudo rm -rf /var/lib/apt/lists/partial/*
----
Running 'apt-get update' again after that worked perfectly and the world was a happy place again. | null | null | [
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] | apt-get-update-416-requested-range-not-satisfiable | https://markhneedham.com/blog/2012/12/10/apt-get-update-416-requested-range-not-satisfiable |
false | 2012-12-09 10:36:39 | Data Science: Discovery work | [
"data-science-2"
] | [
"Data Science"
] | Aaron Erickson http://nomadic-developer.com/2012/11/30/pragmaticanalytics/[recently wrote a blog post] where he talks through some of the problems he's seen with big data initiatives where organisations end up buying a product and expecting it to magically produce results.
____
[...] corporate IT departments are suddenly are looking at their long running "`Business Intelligence`" initiatives and wondering why they are not seeing the same kinds of return on investment. They are thinking... if only we tweaked that "`BI`" initiative and somehow mix in some "`Big Data`", maybe *we* could become the next Amazon.
____
He goes on to suggest that a more 'agile' approach might be more beneficial whereby we *drive our work from a business problem with a small team in a short discovery exercise*. We can then build on top of that if we're seeing good results.
A few months ago https://twitter.com/a5hok[Ashok] and I were doing this type of work for one of our clients and afterwards we tried to summarise how it differed to a normal project.
== Hacker Mentality
Since the code we're writing is almost certainly going to be throwaway it doesn't make sense to spend a lot of time making it beautiful. It just needs to work.
We didn't spend any time setting up a continuous integration server or a centralised source control repository since there were only two of us. These things make sense when you have a bigger team and more time but for this type of work it feels overkill.
Most of the code we wrote was in Ruby because that was the language in which we could hack together something useful in the least amount of time but I'm sure others could go just as fast in other languages. We did, however, end up http://www.markhneedham.com/blog/2012/09/23/neo4j-the-batch-inserter-and-the-sunk-cost-fallacy/[moving some of the code to Java later on] after realising the performance gains we'd get from doing so.
== 2 or 3 hour 'iterations'
As I mentioned in a previous post we took the approach of http://www.markhneedham.com/blog/2012/05/05/neo4j-what-question-do-you-want-to-answer/[finding questions that we wanted the answers to] and then spending a few hours working on those before talking to our client again.
Since we don't really know what the outcome of our discovery work is going to be we want to be able to quickly change direction and not go down too many rabbit holes.
== 1 or 2 weeks in total
We don't have any data to prove this but it seems like you'd need a week or two to iterate through enough ideas that you'd have a reasonable chance of coming up with something useful.
It took us 4 days before we zoomed in on something that was useful to the client and allowed them to learn something that they didn't previously know.
If we do find something worth pursuing then we'd want to bake that work into the normal project back log and then treat it the same as any other piece of work, driven by priority and so on.
== Small team
You could argue that small teams are beneficial all the time but it's especially the case here if we want to keep the feedback cycle tight and the communication overhead low.
Our thinking was that 2 or 3 people would probably be sufficient where 2 of the people would be developers and 1 might be someone with a UX background to help do any visualisation work.
If the domain was particularly complex then that 3rd person could be someone with experience in that area who could help derive useful questions to answer. | null | null | [
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] | data-science-discovery-work | https://markhneedham.com/blog/2012/12/09/data-science-discovery-work |
false | 2012-12-31 22:39:15 | Haskell: Downloading the core library source code | [
"haskell"
] | [
"Haskell"
] | I've started playing around with Haskell again and since I'm doing so on a new machine I don't have a copy of the language source code.
I wanted to rectify that situation but my Google fu was weak and it took me way too long to figure out how to get it so I thought I'd better document it for future me.
The easiest way is to clone the copy of the GHC repository on github: ~~~text git clone https://github.com/ghc/ghc.git ~~~
Initially that doesn't have any of the code for the core libraries but running the following command (which takes ages!) sorts it out: ~~~text cd ghc ./sync-all get ~~~
Noticing that the core libraries weren't there initially I thought I must have done something wrong so I went to the documentation for the function that I wanted to see the source for - +++<cite>+++http://hackage.haskell.org/packages/archive/array/0.2.0.0/doc/html/Data-Array-MArray.html#v%3AgetAssocs[getAssocs]+++</cite>+++.
From that page there is http://hackage.haskell.org/packages/archive/array/0.2.0.0/doc/html/src/Data-Array-Base.html#getAssocs[a link to the source for that function] and http://hackage.haskell.org/packages/archive/array/0.2.0.0/doc/html/[a bit tweaking of the URL] lets us know that this function is defined in the +++<cite>+++array+++</cite>+++ package.
Most of the base packages are available from the http://darcs.haskell.org/packages/[Haskell darcs repository] so I ended up cloning the ones I wanted in the time that it took for the +++<cite>+++sync-all+++</cite>+++ script to run. ~~~text darcs get http://darcs.haskell.org/packages/base/ # gets most of the packages we'd be interested in darcs get http://darcs.haskell.org/packages/array/ # gets the array package ~~~
Of course I could have just been patient and waited for the script to finish\... | null | null | [
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] | haskell-downloading-the-core-library-source-code | https://markhneedham.com/blog/2012/12/31/haskell-downloading-the-core-library-source-code |
false | 2012-12-31 23:59:42 | TextMate Bundles location on Mountain Lion | [
"software-development"
] | [
"Software Development"
] | Something that I've noticed when trying to install https://github.com/swannodette/textmate-clojure[various different] https://github.com/textmate/haskell.tmbundle[bundles] is that the installation instructions which worked flawlessly on Snow Leopard don't seem to do the job on Mountain Lion.
For example, the Clojure bundle assumes that the installation directory is '~/Library/Application\ Support/TextMate/Bundles' but for some reason the 'Bundles' folder doesn't exist.
We therefore have two choices:
* mkdir -p ~/Library/Application\ Support/TextMate/Bundles and then continue as normal
* Install our bundle into '/Applications/TextMate.app/Contents/SharedSupport/Bundles' http://stackoverflow.com/questions/4547076/textmate-haskell-bundle[as suggested on this thread].</p>
So for the Clojure bundle we'd do this instead:
[source,text]
----
$ cd /Applications/TextMate.app/Contents/SharedSupport/Bundles
$ git clone git://github.com/swannodette/textmate-clojure.git Clojure.tmbundle
$ osascript -e 'tell app "TextMate" to reload bundles'
----
And similarly for the Haskell one:
[source,text]
----
$ cd /Applications/TextMate.app/Contents/SharedSupport/Bundles
$ git clone https://github.com/textmate/haskell.tmbundle.git haskell.tmbundle
$ osascript -e 'tell app "TextMate" to reload bundles'
----
Thinking about it now I'm wondering whether I did actually create the 'Bundles' folder in '~/Library/Application\ Support/TextMate/' on my old machine and I just can't remember doing so! | null | null | [
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] | textmate-bundles-location-on-mountain-lion | https://markhneedham.com/blog/2012/12/31/textmate-bundles-location-on-mountain-lion |
false | 2012-12-31 10:57:19 | Gamification and Software: Some thoughts | [
"gamification"
] | [
"Software Development"
] | On the recommendation of https://twitter.com/jbrains[J.B. Rainsberger] I've been reading 'http://www.amazon.co.uk/Reality-Broken-Games-Better-Change/dp/0224089250/ref=sr_1_1?ie=UTF8&qid=1356692858&sr=8-1[Reality is Broken]' - a book which talks about *how we can apply some of the things games designers have learned about getting people engaged to real life*.
The author, Jane McGonigal, also has http://www.ted.com/talks/jane_mcgonigal_gaming_can_make_a_better_world.html[a TED talk on the topic] which will help you get a flavour for the topic.
I was particularly interested in trying to see how her ideas could be applied in a software context and indeed how they are already being applied.
In the chapter 'The Engagement Economy' some of this ground is covered when describing the need for engaging multiplayer game worlds using Wikipedia as a good example of this.
The author points out that *Wikipedia has good game mechanics* for the following reasons:
* It has a personal feedback system that allows contributors to see that they're improving and making progress.
* There are work opportunities of increasing difficulty which keeps people engaged.
* There is a clearly defined enemy to defeat - people who vandalise the site with fake edits.
McGonigal goes on to the point out that as well as having good mechanics *the best games tend to have a community around them* as well. In Wikipedia's case there are 'talk pages' where contributors can interact with each other.
I was trying to think of the examples of software related products which either do or could have a game like experience and I came up with the following:
* http://www.4clojure.com/[4clojure] - this is a website dedicated to helping people get better at Clojure by giving problems of a varying difficulty for them to solve. There is http://www.4clojure.com/users[a leader board] ordered based on how many of the problems you've solved and judging by how many people have done all of them it clearly works! I don't think the community aspect is as strong but it is possible to see other peoples solutions once you've solved a problem yourself.
* http://24pullrequests.com/[24 Pull Requests] - the idea here was to encourage developers to make one pull request each day from 1st December to 24th December on an open source project of their choice. They display the people who participated and show the latest pull requests made on their home page so it certainly has some aspects of a game! http://www.codetriage.com/[codetriage] and http://contribhub.co/[ContribHub] look to be taking a similar approach on a more permanent basis.
* http://code.google.com/codejam/[Google Code Jam] - this is perhaps the best known game related idea in the coding world. Each year Google host a competition where they design algorithmic puzzles that people attempt to solve within a time limit. There is a prize for the winner. There's a https://groups.google.com/forum/?fromgroups#!forum/google-code[Google Group] available for contestants so the community aspect is covered as well.
* http://www.spoj.com/[SPOJ] (Sphere Online Judge) - this is similar to the Google Code Jam in that the problems tend to be algorithmic in nature. There are leader boards showing how well people have done on each problem. 'Winning' is related to how fast you can make your algorithm run so the top scores tend to come from people using lower level languages like C.
* The Koans - these are puzzles designed to help people learn a programming language. There are versions for http://rubykoans.com/[Ruby], https://github.com/functional-koans/clojure-koans[Clojure], https://github.com/gregmalcolm/python_koans/wiki[Python], http://www.scalakoans.org/[Scala] and I'm sure many other languages as well. The problems get more difficult as you go on but as far as I can tell there isn't a competition aspect although people do post about http://skim.la/2010/03/29/ruby-koans-is-awesome/[their experiences with the problems] so there is some sort of community around it. Products like http://rubymonk.com/[rubymonk] which allow you to learn a language online seem to be the next logical step in this area.
* http://www.kaggle.com/[Kaggle] - this is a website which hosts data related competitions - organisations provide data sets and problems they want solved and people compete to win prizes for coming up with the best solution. Jen and I have been taking part in one of their competitions and I've http://www.markhneedham.com/blog/tag/kaggle/[written up our experiences so far]. There is a community aspect around it, particularly for the problem we've been working on since it's intended purely for people to learn machine learning, and people have been sharing the approaches they've taken and ideas of how you could improve your solution. As I understand it, in the http://blog.kaggle.com/2011/01/19/how-i-did-it-finishing-second-from-bo-yangs-perspective/[Netflix competition] http://blog.kaggle.com/2012/11/01/deep-learning-how-i-did-it-merck-1st-place-interview/[one group published their algorithm before the competition was finished] and the winners were able to make use of it to come up with an even better solution.
* https://www.coursera.org/[Coursera] - I've been doing online courses using Coursera since last year and have so far covered https://www.coursera.org/course/ml[machine learning], https://www.coursera.org/course/stats1[statistics] and https://www.coursera.org/course/algo[algorithms]. The incremental difficulty in problems is definitely covered and I've been kept engaged from start to finish on all of the courses. The collaboration aspect is there as well and I've learnt a lot from reading people's posts on the forums. There still seems to be a bit of weirdness about sharing solutions which I find strange as it isn't actually an official course and people are participating purely to learn more about a topic. I think you learn much more from seeing how others have solved problems and I've ended up having to do this privately with friends because it's looked down on by the community. I think a leaf out of 4clojure's book would probably be beneficial here!
The final part of the book talks about another level of collaboration which is to +++<strong>+++allow people to add to the game +++</strong>+++by creating their own 'levels' for example. McGonigal calls these *collaborative creation systems*.
4clojure already does this by http://www.4clojure.com/problems/submit[allowing people to submit new problems] and people frequently provide different data sets to test algorithms on the coursera forums.
I'm sure there are way more examples of people making use of http://www.livingforimprovement.com/how-i-gamified-the-google-interview-and-how-you-can-too/[gamification] in the software world so please let me know and I'll add them or alternatively just use the comments!
** Update **
Some other ones that I've just thought of or were suggested by others:
* http://aichallenge.org/[AI Challenge] - this is an artificial intelligence challenge where you have to create a program that controls a colony of ants which then fight against other colonies. I've not played it but I'm told it's very popular!
* http://projecteuler.net/[Project Euler] - the original place for finding mathematical problems to solve! You get access to a forum to discuss problems with others once you've solved them and you are given awards for solving 100 problems, solving the 25 most recent problems and so on.
* https://www.interviewstreet.com/challenges/[Interview Street] - another website with algorithmic type problems to solve. Has a leader board based on the time the solution took to run and the amount of memory it used which is quite neat. There's some sort of link to tech companies but I'm not sure how that aspect of it works. | null | null | [
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] | gamification-and-software-some-thoughts | https://markhneedham.com/blog/2012/12/31/gamification-and-software-some-thoughts |
false | 2012-12-31 20:44:56 | Haskell: An impressively non performant union find | [
"haskell"
] | [
"Haskell"
] | I've spent the best part of the last day debugging a https://github.com/mneedham/algorithms2/blob/master/clustering.hs[clustering algorithm] I wrote as part of the https://www.coursera.org/course/algo2[Algorithms 2] course, eventually coming to the conclusion that the http://en.wikipedia.org/wiki/Disjoint-set_data_structure[union find data structure] I was using wasn't working as expected.
In our algorithm we're trying to group together points which are 'close' to each other and the data structure is particular useful for doing that.
To paraphrase from http://www.markhneedham.com/blog/2012/12/23/kruskals-algorithm-using-union-find-in-ruby/[my previous post about how we use the union find data structure]:</p>
We start out with n connected components i.e. every point is in its own connected component.
We then merge these components together as calculate the neighbours of each point until we've iterated through all the points and have grouped all the points into the appropriate components.
I came across 3 libraries which implement this data structure - http://hackage.haskell.org/packages/archive/union-find/0.2/doc/html/Data-UnionFind-ST.html[union-find], http://hackage.haskell.org/packages/archive/equivalence/0.2.3/doc/html/Data-Equivalence-Monad.html[equivalence] and http://hackage.haskell.org/packages/archive/persistent-equivalence/0.3/doc/html/Data-Equivalence-Persistent.html#v:emptyEquivalence[persistent-equivalence].
union-find seemed like it had the easiest API to understand so I plugged it into my program only to eventually realise that it wasn't putting the points into components as I expected.
I eventually narrowed the problem down to the following example:
[source,haskell]
----
> let uf = emptyEquivalence (0,9)
[(0,0),(1,1),(2,2),(3,3),(4,4),(5,5),(6,6),(7,7),(8,8),(9,9)]
> components $ equate 0 1 uf
[(0,0),(1,0),(2,2),(3,3),(4,4),(5,5),(6,6),(7,7),(8,8),(9,9)]
> components $ equate 8 9 $ equate 0 1 $ uf
[(0,0),(1,0),(2,2),(3,3),(4,4),(5,5),(6,6),(7,7),(8,8),(9,8)]
> components $ equate 0 8 $ equate 8 9 $ equate 0 1 $ uf
[(0,0),(1,0),(2,2),(3,3),(4,4),(5,5),(6,6),(7,7),(8,0),(9,8)]
----
We start out with a union-find where every point is in its own component. The next line puts points '0' and '1' into the same component which it does by making indexes '0' and '1' of the array both have the same value, in this case 0, which is known as the component's leader.
We continue doing that for points '8' and '9' which works fine and our union find now consists of 8 components - the ones with leaders 8 & 0 which have two elements and then ones with leaders 2,3,4,5,6 & 7 which only contain themselves.
Things go wrong on our next step where we try to join nodes '0' and '8'. As I understand it what should happen here is that all the points connected to either '0' or '8' should end up in the same component so we should have a component containing points '0', '1', '8' and '9' but '9' has been missed off in this case.
The implementation is deliberately written to work like this so I thought I'd try writing my own version based on the following Ruby version:
[source,ruby]
----
class UnionFind
def initialize(n)
@leaders = 1.upto(n).inject([]) { |leaders, i| leaders[i] = i; leaders }
end
def connected?(id1,id2)
@leaders[id1] == @leaders[id2]
end
def union(id1,id2)
leader_1, leader_2 = @leaders[id1], @leaders[id2]
@leaders.map! {|i| (i == leader_1) ? leader_2 : i }
end
end
----
This is https://github.com/mneedham/algorithms2/blob/master/Leaders.hs[my Haskell equivalent] which I adapted from the union-find one that I mentioned above:
[source,haskell]
----
module Leaders (UnionSet, create, components, numberOfComponents, indexes, inSameComponent, union) where
import Control.Concurrent.MVar
import Control.Monad
import Data.Array.Diff as ArrayDiff
import Data.IORef
import qualified Data.List
import Data.Maybe
import System.IO.Unsafe
import qualified Data.Set as Set
arrayFrom :: (IArray a e, Ix i) => (i,i) -> (i -> e) -> a i e
arrayFrom rng f = array rng [ (x, f x) | x <- range rng ]
ref :: a -> IORef a
ref x = unsafePerformIO (newIORef x)
data UnionSet i = UnionSet { leaders :: IORef (DiffArray i i) }
create :: Ix i => (i, i) -> UnionSet i
create is = UnionSet (ref (arrayFrom is id))
extractComponents :: Ix i => DiffArray i i -> [(i, i)]
extractComponents = Set.toList . Set.fromList . ArrayDiff.assocs
components :: Ix i => UnionSet i -> [(i,i)]
components (UnionSet leaders) = unsafePerformIO $ do
l <- readIORef leaders
return (extractComponents l)
numberOfComponents :: Ix i => UnionSet i -> Int
numberOfComponents (UnionSet leaders) = unsafePerformIO $ do
l <- readIORef leaders
return (length $ extractComponents l)
indexes :: Ix i => UnionSet i -> [(i,i)]
indexes (UnionSet leaders) = unsafePerformIO $ do
l <- readIORef leaders
return (ArrayDiff.assocs l)
inSameComponent :: Ix i => UnionSet i -> i -> i -> Bool
inSameComponent (UnionSet leaders) x y = unsafePerformIO $ do
l <- readIORef leaders
return (l ! x == l ! y)
union x y (UnionSet leaders) = unsafePerformIO $ do
ls <- readIORef leaders
let leader1 = ls ! x
leader2 = ls ! y
newLeaders = map (\(index, value) -> (index, leader2)) . filter (\(index, value) -> value == leader1) $ assocs ls
modifyIORef leaders (\l -> l // newLeaders)
return $ UnionSet leaders
----
We can recreate the above example like so:
[source,haskell]
----
> indexes $ Leaders.union 0 8 $ Leaders.union 8 9 $ Leaders.union 0 1 $ create (0,9)
[(0,9),(1,9),(2,2),(3,3),(4,4),(5,5),(6,6),(7,7),(8,9),(9,9)]
----
Unfortunately it takes 44 seconds to execute which is mainly down to the call to +++<cite>+++http://zvon.org/other/haskell/Outputarray/index.html[assocs]+++</cite>+++ on line 46. +++<cite>+++assocs+++</cite>+++ gives us a list of all the indexes and their corresponding values which we use to work out which indexes need to be updated with a new leader.
The rest of the code is mostly boiler plate around getting the array out of the http://www.haskell.org/ghc/docs/latest/html/libraries/base/Data-IORef.html[IORef]. The IORef allows us to have a mutable array in this instance. There is a http://c2.com/cgi/wiki?HaskellExampleForMutabilityOnObjects[page on the c2 wiki which explains how to use IORef in more detail].
Although using the DiffArray allows us to provide a pure external interface around its use, it is http://www.haskell.org/haskellwiki/Modern_array_libraries#DiffArray_.28module_Data.Array.Diff.29[known to be 10-100x slower than an MArray].
I've been playing around with a version of the union-find data structure which https://github.com/mneedham/algorithms2/blob/master/MutableLeaders.hs[makes use of an MArray instead] and has decreased the execution time to 34 seconds.
Unless anyone has any ideas for how I can get this to perform more quickly I'm thinking that perhaps an array isn't a good choice of underlying data structure at least when using Haskell. | null | null | [
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] | haskell-an-impressively-non-performant-union-find | https://markhneedham.com/blog/2012/12/31/haskell-an-impressively-non-performant-union-find |
false | 2012-12-31 13:14:42 | Bitwise operations in Ruby and Haskell | [
"ruby",
"haskell",
"bitwise"
] | [
"Ruby",
"Haskell"
] | Part of one of the most recent problems in the https://www.coursera.org/course/algo2[Algorithms 2] course required us to find the 'neighbours' of binary values.
In this case a neighbour is described as being any other binary value which has an equivalent value or differs in 1 or 2 bits.
e.g. the neighbours of '10000' would be '00000', '00001', '00010', '00100', ''01000', '10001', '10010', '10011', '10100', '10101', '10110', '11000', '11001', '11010' and '11100'~~~
I initially treated '10000' as an array of 1s and 0s and wrote a function to recursively come up with the above combinations before it was pointed out to me that it'd be much easier to use bit wise logic instead.
I don't remember every having to write any code using bit wise operations since university so I thought I'd document what I learnt.
The first thing to do is convert those binary values into a decimal equivalent which is pretty easy in Ruby:
[source,ruby]
----
> "10000".to_i(2) \=> 16
----
In Haskell I http://pleac.sourceforge.net/pleac_haskell/numbers.html[stole a function from PLEAC] to do the job:
[source,haskell]
----
> import Data.Char
> (foldr (\c s \-> s * 2 + c) 0 . reverse . map digitToInt) "10000" 16
----
I initially worked out the neighbours by hand but I need to work out how to convert that into code so I ran through an example.
We want to get from '10000' (16) to '00000' (0) which we can do by http://www.tutorialspoint.com/ruby/ruby_operators.htm[using an XOR operation]:
____
Binary XOR Operator copies the bit if it is set in one operand but not both.
____
[source,text]
----
'10000' XOR '10000'
----
In Ruby it would read like this:
[source,ruby]
----
> 16 {caret} 16 \=> 0
----
If we do the same XOR operation but changing the other bits instead we end up with all the neighbours of distance 1:
[source,ruby]
----
> [0,1,2,4,16].map { |x| 16 {caret} x } \=> [16, 17, 18, 20, 0]
----
We can generalise the function that creates that array of values like so:
[source,ruby]
----
> bits = 5 > offsets = (0..(bits - 1)).map { |x| 2 ** x } \=> [1, 2, 4, 8, 16]
----
or if we want to use bit shifting:
[source,ruby]
----
> offsets = (0..(bits - 1)).map { |x| 1 << x } \=> [1, 2, 4, 8, 16]
----
With that approach we're moving the "left operands value is moved left by the number of bits specified by the right operand." i.e. we move '1' left by 0 bits (from '1'to '1'), then by 1 bit (from '1' to '10'), then by 2 bits (from '1' to '100') and so on.
We still need to get all the neighbours which differ by 2 bits which we can do by getting all the ways that we can combine those +++<cite>+++offsets+++</cite>+++ together.
The +++<cite>+++combination+++</cite>+++ function and Bitwise or do the trick here:
[source,ruby]
----
> offsets.combination(2).to_a \=> [[1, 2], [1, 4], [1, 8], [1, 16], [2, 4], [2, 8], [2, 16], [4, 8], [4, 16], [8, 16]]
> offsets.combination(2).to_a.map { |a,b| a|b } \=> [3, 5, 9, 17, 6, 10, 18, 12, 20, 24]
----
Now if we put it all together:
[source,ruby]
----
> initial_value = "10000" \=> "10000"
> bits = initial_value.length \=> 5
> value = "10000".to_i(2) \=> 16
> single_bit_offsets = (0..(bits - 1)).map { |x| 1 << x } \=> [1, 2, 4, 8, 16]
> all_the_offsets = offsets + offsets.combination(2).to_a.map { |a,b| a|b } \=> [1, 2, 4, 8, 16, 3, 5, 9, 17, 6, 10, 18, 12, 20, 24]
> all_the_offsets.map { |offset| value {caret} offset }.sort \=> [0, 1, 2, 4, 8, 17, 18, 19, 20, 21, 22, 24, 25, 26, 28]
----
The final Haskell version looks like this:
[source,haskell]
----
> import Data.Char
> import Data.Bits
> import Data.List
> let initialValue = "10000"
> let bits = length initialValue
> let value = (foldr (\c s \-> s * 2 + c) 0 . reverse . map digitToInt) initialValue
> let singleBitOffsets = map (shiftL 1) [0..(bits - 1)] :: [Int] > let allTheOffsets = singleBitOffsets ++ map (\(x:y:_) \-> (x .|. y)) (combinationsOf 2 singleBitOffsets) :: [Int]
> Data.List.sort $ map (xor value) allTheOffsets [0,1,2,4,8,17,18,19,20,21,22,24,25,26,28]
----
I took the +++<cite>+++combinationsOf+++</cite>+++ function from http://www.polyomino.f2s.com/david/haskell/hs/CombinatoricsGeneration.hs.txt[David Amos' Combinatorics Generation library] and it reads like so: ~~~haskell -- subsets of size k combinationsOf 0 _ = [[]] combinationsOf _ [] = [] combinationsOf k (x:xs) = map (x:) (combinationsOf (k-1) xs) ++ combinationsOf k xs ~~~
A real life version of this problem occurs in the world of genome analysis where http://www.ncbi.nlm.nih.gov/pmc/articles/PMC16324/[scientists need to work out whether phylogenetic profiles are functionally linked]. | null | null | [
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] | bitwise-operations-in-ruby-and-haskell | https://markhneedham.com/blog/2012/12/31/bitwise-operations-in-ruby-and-haskell |
false | 2012-12-31 22:27:15 | Haskell: Strictness and the monadic bind | [
"haskell"
] | [
"Haskell"
] | As I mentioned towards the end of my post about http://www.markhneedham.com/blog/2012/12/31/haskell-an-impressively-non-performant-union-find/[implementing the union find data structure in Haskell] I https://github.com/mneedham/algorithms2/blob/master/MutableLeaders.hs[wrote another version] using a mutable array and having not seen much of a performance improvement started commenting out code to try and find the problem.
I eventually narrowed it down to the +++<cite>+++union+++</cite>+++ function which was defined like so:
[source,haskell]
----
union :: IO (IOArray Int Int) -> Int -> Int -> IO (IOArray Int Int)
union arrayContainer x y = do
actualArray <- arrayContainer
ls <- getAssocs actualArray
leader1 <- readArray actualArray x
leader2 <- readArray actualArray y
let newValues = (map (\(index, value) -> (index, leader1)) . filter (\(index, value) -> value == leader2)) ls
sequence $ map (\(idx, val) -> writeArray actualArray idx val) newValues
return actualArray
----
I was using Unix's +++<cite>+++http://en.wikipedia.org/wiki/Time_(Unix)[time]+++</cite>+++ function to get the execution time since this meant I didn't need to make any changes to the program and this level of granularity was ok.
The first time I ran the program it executed in 36.379 seconds and my first hunch was that a lot of time was being taken up writing to the array so I commented out that line:
[source,haskell]
----
union :: IO (IOArray Int Int) -> Int -> Int -> IO (IOArray Int Int)
union arrayContainer x y = do
actualArray <- arrayContainer
ls <- getAssocs actualArray
leader1 <- readArray actualArray x
leader2 <- readArray actualArray y
let newValues = (map (\(index, value) -> (index, leader1)) . filter (\(index, value) -> value == leader2)) ls
-- sequence $ map (\(idx, val) -> writeArray actualArray idx val) newValues
return actualArray
----
The execution time decreased to 33.381 seconds so the writing of the array was actually only a small part of the total execution time.
I thought it was quite strange that it was taking so long to execute since things are generally lazily evaluated in Haskell and my assumption was that +++<cite>+++newValues+++</cite>+++ wasn't being evaluated since I hadn't used it anywhere. I decided to comment that out to see what difference it would make:
[source,haskell]
----
union :: IO (IOArray Int Int) -> Int -> Int -> IO (IOArray Int Int)
union arrayContainer x y = do
actualArray <- arrayContainer
ls <- getAssocs actualArray
leader1 <- readArray actualArray x
leader2 <- readArray actualArray y
-- let newValues = (map (\(index, value) -> (index, leader1)) . filter (\(index, value) -> value == leader2)) ls
-- sequence $ map (\(idx, val) -> writeArray actualArray idx val) newValues
return actualArray
----
The execution time was now 33.579 seconds so commenting out that line hadn't actually made any difference. I assumed +++<cite>+++ls+++</cite>+++ wasn't being evaluated since it isn't being used but I thought I'd better check:
[source,haskell]
----
union :: IO (IOArray Int Int) -> Int -> Int -> IO (IOArray Int Int)
union arrayContainer x y = do
actualArray <- arrayContainer
-- ls <- getAssocs actualArray
leader1 <- readArray actualArray x
leader2 <- readArray actualArray y
-- let newValues = (map (\(index, value) -> (index, leader1)) . filter (\(index, value) -> value == leader2)) ls
-- sequence $ map (\(idx, val) -> writeArray actualArray idx val) newValues
return actualArray
----
The execution time now reduced to 3.882 seconds thereby suggesting that +++<cite>+++http://hackage.haskell.org/packages/archive/array/0.2.0.0/doc/html/Data-Array-MArray.html#v%3AgetAssocs[getAssocs]+++</cite>+++ was being strictly evaluated.
We are doing what's called a monadic bind which (at least) http://www.haskell.org/ghc/docs/7.2.2/html/users_guide/interactive-evaluation.html[within GHCI is strictly evaluated] but http://www.haskell.org/haskellwiki/What_a_Monad_is_not[isn't necessarily evaluated like this everywhere else]:
____
Monad operations (bind and return) have to be non-strict in fact, always! However other operations can be specific to each monad. For instance some are strict (like IO), and some are non-strict (like []).
____
From my observations it would seem that the +++<cite>+++IOArray+++</cite>+++ is one of those monads which evaluates bind strictly.
I tried looking at the Haskell source code to see if I could find any code to prove what I'd observed but I'm not entirely sure what I should be looking for! | null | null | [
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] | haskell-strictness-and-the-monadic-bind | https://markhneedham.com/blog/2012/12/31/haskell-strictness-and-the-monadic-bind |
false | 2012-12-30 23:16:48 | Haskell: Using qualified imports to avoid polluting the namespace | [
"haskell"
] | [
"Haskell"
] | In most of the Haskell code I've read any functions from other modules have been imported directly into the namespace and I reached the stage where I had this list of imports in a file:
[source,haskell]
----
import System.IO
import Data.List.Split
import Data.Char
import Data.Bits
import Control.Monad
import Data.Map
import Data.Set
import Data.List
import Data.Maybe
----
This becomes a problem when you want to use a function which is defined in multiple modules such as +++<cite>+++filter+++</cite>+++:
[source,text]
----
clustering.hs:53:43:
Ambiguous occurrence `filter'
It could refer to either `Data.List.filter',
imported from `Data.List' at clustering.hs:11:1-16
(and originally defined in `GHC.List')
or `Data.Set.filter',
imported from `Data.Set' at clustering.hs:10:1-16
or `Data.Map.filter',
imported from `Data.Map' at clustering.hs:9:1-16
----
One way to solve this is to change occurrences of +++<cite>+++filter+++</cite>+++ to +++<cite>+++Data.List.filter+++</cite>+++ but it's a bit long winded and in this case there is a function in the +++<cite>+++Prelude+++</cite>+++ package which is available without us importing anything.
Unfortunately we'd have to use the prefix +++<cite>+++Prelude+++</cite>+++ to refer to it since all the other versions of the function have made it ambiguous.
We still want to use some of the functions in those other modules though so we can do a qualified import which will make the functions available to us but only if we refer to them by their full name. It won't import them into our namespace.
For example to initialise a map we'd do this:
[source,haskell]
----
> import qualified Data.Map
> Data.Map.assocs $ Data.Map.fromList [(1,2), (3,7)]
[(1,2),(3,7)]
----
That's a bit long winded though so we can rename imports with a shorter name to make our life a bit easier:
[source,haskell]
----
import System.IO
import Data.List.Split
import Data.Char
import Data.Bits
import qualified Control.Monad as Monad
import qualified Data.Map as Map
import qualified Data.Set as Set
import qualified Data.List as List
import qualified Data.Maybe as Maybe
----
We can then use functions in those packages like so:
[source,haskell]
----
> Maybe.maybeToList (Just 3)
[3]
----
For this particular function I haven't come across any with the same name so we might want to import that one into our namespace but require the use of the +++<cite>+++Maybe+++</cite>+++ prefix for any other functions:
[source,haskell]
----
import qualified Data.Maybe as Maybe
import Data.Maybe (maybeToList)
----
[source,haskell]
----
> maybeToList (Just 3)
[3]
----
There's a wiki entry I came across which http://en.wikibooks.org/wiki/Haskell/Modules#Renaming_imports[explains Haskell modules this in a bit more detail] and is worth a read. | null | null | [
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] | haskell-using-qualified-imports-to-avoid-polluting-the-namespace | https://markhneedham.com/blog/2012/12/30/haskell-using-qualified-imports-to-avoid-polluting-the-namespace |
false | 2012-12-30 22:39:16 | Haskell: Pattern matching a list | [
"haskell"
] | [
"Haskell"
] | As I mentioned http://www.markhneedham.com/blog/2012/12/29/haskell-initialising-a-map/[in a post yesterday] I've been converting a clustering algorithm into Haskell and I wanted to get the value from doing a bit wise or on two values in a list.
I forgot it was possible to pattern match on lists until I http://www.markhneedham.com/blog/2012/04/15/haskell-a-simple-parsing-example-using-pattern-matching/[came across a post I wrote about 8 months ago] where I'd done this so my initial code looked like this:
[source,haskell]
----
> import Data.Bits
> map (\pair -> (pair !! 0) .|. (pair !! 1)) [[1,2], [3,4]]
[3,7]
----
We can pattern match against the list like so:
[source,haskell]
----
> map (\(x:y:_) -> x .|. y) [[1,2], [3,4]]
[3,7]
----
Here +++<cite>+++x+++</cite>+++ takes the first value, +++<cite>+++y+++</cite>+++ takes the second value and the rest of the list is assigned to +++<cite>+++_+++</cite>+++ which we don't use in this case.
There are loads of examples of pattern matching against different data structures in http://learnyouahaskell.com/syntax-in-functions[Learn You A Haskell] and hopefully next time I'll remember and won't write hideous code like the first example! | null | null | [
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] | haskell-pattern-matching-a-list | https://markhneedham.com/blog/2012/12/30/haskell-pattern-matching-a-list |
false | 2012-12-24 09:09:44 | The Tracer Bullet Approach: An example | [
"devops-2"
] | [
"DevOps"
] | A few weeks ago my former colleague https://twitter.com/kief[Kief Morris] wrote a blog post describing http://kief.com/tracer-bullet.html[the tracer bullet approach] he's used to setup a continuous delivery pipeline on his current project.
____
The idea is to get the simplest implementation of a pipeline in place, prioritizing a fully working skeleton that stretches across the full path to production over a fully featured, final-design functionality for each stage of the pipeline.
____
Kief goes on to explain in detail how we can go about executing this and it reminded of a project I worked on almost 3 years ago where we took a similar approach.
We were building an internal application for an insurance company and didn't have any idea how difficult it was going to be to put something into production so we decided to find out on the first day of the project.
We started small - our initial goal was to work out what the process would be to get a 'Hello world' text file onto production hardware.
Although we were only putting a text file into production we wanted to try and make the pipeline as similar as possible to how it would actually be so we set up a script to package the text file into a ZIP file. We then wired up a continuous integration server to generate this artifact on each run of the build.
What we learnt from this initial process was how far we'd be able to automate things. We were working closely with one of the guys in the operations team and he showed us where we should deploy the artifact so that he could pick it up and put it into production.
Our next step after this was to do the same thing but this time with a web application just serving a 'Hello world' response from one of the end points.
This was relatively painless but we learnt some other intricacies of the process when we wanted to deploy a script that would make changes to a database.
Since these changes had to be verified by a different person they preferred it if we put the SQL scripts in a different artifact which they could pick up.
We found all these things out within the first couple of weeks which made our life much easier when we put the application live a couple of months down the line.
Although there were a few manual steps in the process I've described *we still found the idea of driving out the path to production early a useful exercise*.
Read http://kief.com/tracer-bullet.html[Kief's post] for ideas about how to handle some of the problems you'll come across when it's all a bit more automated! | null | null | [
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] | the-tracer-bullet-approach-an-example | https://markhneedham.com/blog/2012/12/24/the-tracer-bullet-approach-an-example |
false | 2012-12-23 14:18:53 | Kruskal's Algorithm in Ruby | [
"ruby",
"algorithms",
"kruskal"
] | [
"Algorithms"
] | Last week I wrote a couple of posts showing http://www.markhneedham.com/blog/2012/12/15/prims-algorithm-using-a-heappriority-queue-in-ruby/[different] http://www.markhneedham.com/blog/2012/12/15/prims-algorithm-in-ruby/[implementations] of http://en.wikipedia.org/wiki/Prim's_algorithm[Prim's algorithm] - an algorithm using to find a minimum spanning tree in a graph - and a similar algorithm is http://en.wikipedia.org/wiki/Kruskal's_algorithm[Kruskal's algorithm].
Kruskal's algorithm also finds a minimum spanning tree but it goes about it in a slightly different way.
Prim's algorithm takes an approach whereby we select nodes and then find connecting edges until we've covered all the nodes. Kruskal's algorithm, on the other hand, drives from the edges of lowest costs and *makes sure that we don't create a cycle* in our spanning tree by adding an edge to it.
The pseudocode for Kruskal's algorithm reads like so:
* sort edges +++<cite>+++E+++</cite>+++ in order of increasing cost
* let +++<cite>+++T+++</cite>+++ = minimum spanning tree, +++<cite>+++m+++</cite>+++ = number of edges
* for +++<cite>+++i+++</cite>+++=1 to +++<cite>+++m+++</cite>+++:
** let +++<cite>+++e+++</cite>+++ = selected edge +++<cite>+++(u,v)+++</cite>+++
** if there's no way to go between +++<cite>+++u+++</cite>+++ and +++<cite>+++v+++</cite>+++ using edges in +++<cite>+++T+++</cite>+++:
*** add +++<cite>+++e+++</cite>+++ to +++<cite>+++T+++</cite>+++
* return +++<cite>+++T+++</cite>+++
The https://github.com/mneedham/algorithms2/blob/master/kruskals.rb[full code]is on github and the outline of the algorithm reads like so:
[source,ruby]
----
@minimum_spanning_tree = []
edges = file.drop(1).
map { |x| x.gsub(/\n/, "").split(" ").map(&:to_i) }.
map { |one, two, weight| { :from => one, :to => two, :weight => weight}}.
sort_by { |x| x[:weight]}
edges.each do |edge|
@minimum_spanning_tree << edge unless has_cycles edge
end
----
The main bit of code is a variation on depth first search to check if adding an edge creates a cycle which would mean we're adding an edge which isn't needed as part of a minimum spanning tree.
[source,ruby]
----
def has_cycles(edge)
node_one, node_two = edge[:from], edge[:to]
@minimum_spanning_tree.each { |x| x[:explored] = false }
cycle_between(node_one, node_two, @minimum_spanning_tree.dup)
end
def cycle_between(one, two, edges)
adjacent_edges = edges.select { |edge| edge[:to] == one || edge[:from] == one}
return false if adjacent_edges.empty?
adjacent_edges.reject {|edge| edge[:explored] }.each do |edge|
edge[:explored] = true
other_node = (edge[:from] == one) ? edge[:to] : edge[:from]
return true if other_node == two || cycle_between(other_node, two, edges)
end
false
end
----
+++<cite>+++cycle_between+++</cite>+++ is the http://en.wikipedia.org/wiki/Depth-first_search[depth first search] but we're using it to tell us whether there's already a path between two nodes in the graph and we exit as soon as we determine that.
I added some code on line 3 to reset the +++<cite>+++explored+++</cite>+++ status of edges each time that +++<cite>+++has_cycles+++</cite>+++ is called but I'm not sure why this is necessary because I am making a copy of +++<cite>+++@minimum spanning_tree+++</cite>+++ (on line 4) before mutating it.
Otherwise I think this is a fairly standard solution. If we wanted to go from node 1 to node 3 and we had the following edges: 1 \-> 4 \-> 5 \-> 3 we'd make these method calls:
[source,ruby]
----
# excluding weights and explored status for brevity
cycle_between(1,3, [{:from => 1, :to => 4}, {:from => 4, :to => 5}, {:from => 5, :to => 3})
cycle_between(4,3, [{:from => 1, :to => 4}, {:from => 4, :to => 5}, {:from =>; 5, :to => 3})
cycle_between(5,3, [{:from => 1, :to => 4}, {:from => 4, :to => 5}, {:from => 5, :to => 3})
----
The function would exit on that last iteration because we'd match our target node '3'.
This algorithm wasn't one of the assignments for the class but I used the same data set that was provided for Prim's algorithm and was able to get the same output so I figure it works! | null | null | [
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] | kruskals-algorithm-in-ruby | https://markhneedham.com/blog/2012/12/23/kruskals-algorithm-in-ruby |
false | 2012-12-23 21:43:42 | Kruskal's Algorithm using union find in Ruby | [
"ruby",
"algorithms",
"kruskal"
] | [
"Algorithms"
] | I recently wrote a blog post describing http://www.markhneedham.com/blog/2012/12/23/kruskals-algorithm-in-ruby/[my implementation] of http://en.wikipedia.org/wiki/Kruskal's_algorithm[Kruskal's algorithm] - a greedy algorithm using to find a minimum spanning tree (MST) of a graph - and while it does the job it's not particularly quick.
It takes 20 seconds to calculate the MST for a 500 node, ~2000 edge graph.
One way that we can improve the performance of the algorithm is by storing the MST in a union find/http://en.wikipedia.org/wiki/Disjoint-set_data_structure[disjoint set] data structure.
To refresh, Kruskal's algorithm does the following:
* sort edges +++<cite>+++E+++</cite>+++ in order of increasing cost
* let +++<cite>+++T+++</cite>+++ = minimum spanning tree, +++<cite>+++m+++</cite>+++ = number of edges
* for +++<cite>+++i+++</cite>+++=1 to +++<cite>+++m+++</cite>+++:
** let +++<cite>+++e+++</cite>+++ = selected edge +++<cite>+++(u,v)+++</cite>+++
** if there's no way to go between +++<cite>+++u+++</cite>+++ and +++<cite>+++v+++</cite>+++ using edges in +++<cite>+++T+++</cite>+++:
*** add +++<cite>+++e+++</cite>+++ to +++<cite>+++T+++</cite>+++
* return +++<cite>+++T+++</cite>+++
In the first version of the algorithm we stored the MST in an array and then we did a depth first search to check that adding an edge to the array wasn't going to create a cycle which would mean we no longer had an MST.
As I understand it the way that we use the union find data structure is that we start out with +++<cite>+++n+++</cite>+++ connected components i.e. every node is in its own connected component.
We then merge these components together as we come across new edges which connect nodes in different components until we only have one component left at which point we should have our MST.
* sort edges +++<cite>+++E+++</cite>+++ in order of increasing cost
* initialise union-find +++<cite>+++uf+++</cite>+++ with +++<cite>+++n+++</cite>+++ connected components
* let +++<cite>+++T+++</cite>+++ = minimum spanning tree, +++<cite>+++m+++</cite>+++ = number of edges
* for +++<cite>+++i+++</cite>+++=1 to +++<cite>+++m+++</cite>+++:
** let +++<cite>+++e+++</cite>+++ = selected edge +++<cite>+++(u,v)+++</cite>+++
** if +++<cite>+++u+++</cite>+++ and +++<cite>+++v+++</cite>+++ not in same connected component in +++<cite>+++uf+++</cite>+++:
*** merge +++<cite>+++u+++</cite>+++ and +++<cite>+++v+++</cite>+++ into same connected component in +++<cite>+++uf+++</cite>+++
*** add +++<cite>+++e+++</cite>+++ to +++<cite>+++T+++</cite>+++
* return +++<cite>+++T+++</cite>+++
I came across https://github.com/mluckeneder/Union-Find-Ruby[this bit of code] written by Michael Luckeneder which implements the union find data structure in Ruby and adapted that slightly to fit the nomenclature used in the https://class.coursera.org/algo2-2012-001/class[Algorithms 2] videos.
The union find data structure looks like this:
[source,ruby]
----
class UnionFind
def initialize(n)
@leaders = 1.upto(n).inject([]) { |leaders, i| leaders[i] = i; leaders }
end
def connected?(id1,id2)
@leaders[id1] == @leaders[id2]
end
def union(id1,id2)
leader_1, leader_2 = @leaders[id1], @leaders[id2]
@leaders.map! {|i| (i == leader_1) ? leader_2 : i }
end
end
----
We have two methods:
* +++<cite>+++connected?+++</cite>+++ which we use to check whether or not two nodes are in the same connected component.
* +++<cite>+++union+++</cite>+++ which we use to put two nodes into the same connected component.
The way it's implemented is that we have a collection of 'leaders' and initially each node is its own leader. As we find edges which belong in the MST we call +++<cite>+++union+++</cite>+++ passing the two nodes as arguments. After this method executes every node which has the same leader as the first node will now instead have the same leader as the second node.
For example if we have a simple graph with edges 1 \-> 2 \-> 3 \-> 4 \-> 5 our initial union find data structure would look like this:
[source,ruby]
----
> uf = UnionFind.new 5
=> #<UnionFind:0x45e5a9b3 @leaders=[nil, 1, 2, 3, 4, 5]>
----
At this stage each node is in its own connected component but if we process the edge 1 \-> 2 we'd first check if those two nodes were already in the same connected component:
[source,ruby]
----
> uf.connected?(1,2)
=> false
----
Given that they aren't we can call +++<cite>+++union+++</cite>+++:
[source,ruby]
----
> uf.union(1,2)
=> [nil, 2, 2, 3, 4, 5]
----
As we can see from the output nodes 1 & 2 now both have the same leader since they are in the same connected component while the other nodes still remain on their own.
We could then process the 2 \-> 3 edge which would put nodes 1, 2 & 3 together:
[source,ruby]
----
> uf.union(2,3)
=> [nil, 3, 3, 3, 4, 5]
----
The outline for Kruskal's algorithm which makes use of this data structure is like so:
[source,ruby]
----
set = UnionFind.new number_of_nodes
@minimum_spanning_tree = []
edges = file.drop(1).
map { |x| x.gsub(/\n/, "").split(" ").map(&:to_i) }.
map { |one, two, weight| { :from => one, :to => two, :weight => weight}}.
sort_by { |x| x[:weight]}
edges.each do |edge|
if !set.connected?(edge[:from], edge[:to])
@minimum_spanning_tree << edge
set.union(edge[:from], edge[:to])
end
end
puts "MST: #{@minimum_spanning_tree}"
puts "Cost: #{@minimum_spanning_tree.inject(0) { |acc, x| acc + x[:weight]}}"
----
This version of the algorithm runs in 1.9 seconds, a significant improvement on the initial version. The https://github.com/mneedham/algorithms2/blob/master/kruskals_union_set.rb[full code is on github] as usual! | null | null | [
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] | kruskals-algorithm-using-union-find-in-ruby | https://markhneedham.com/blog/2012/12/23/kruskals-algorithm-using-union-find-in-ruby |
false | 2012-12-15 16:31:05 | Prim's algorithm using a heap/priority queue in Ruby | [
"algo-class",
"algorithms"
] | [
"Algorithms"
] | I recently wrote a blog post describing http://www.markhneedham.com/blog/2012/12/15/prims-algorithm-in-ruby/[my implementation of Prim's Algorithm] for the https://class.coursera.org/algo2-2012-001[Algorithms 2] class and while it comes up with the right answer for the supplied data set it takes almost 30 seconds to do so!
In one of the lectures Tim Roughgarden points out that we're doing the same calculations multiple times to work out the next smallest edge to include in our minimal spanning tree and could use a heap to speed things up.
A heap works well in this situation because one of the reasons we might use a heap is to speed up repeated minimum computations i.e. working out the minimum weighted edge to add to our spanning tree.
The pseudocode for the Prim's algorithm which uses a heap reads like this:
* Let +++<cite>+++X+++</cite>+++ = nodes covered so far, +++<cite>+++V+++</cite>+++ = all the nodes in the graph, +++<cite>+++E+++</cite>+++ = all the edges in the graph
* Pick an arbitrary initial node +++<cite>+++s+++</cite>+++ and put that into +++<cite>+++X+++</cite>+++
* for +++<cite>+++v+++</cite>+++ ∈ +++<cite>+++V+++</cite>+++ - +++<cite>+++X+++</cite>+++
** key[v] = cheapest edge +++<cite>+++(u,v)+++</cite>+++ with +++<cite>+++v+++</cite>+++ ∈ +++<cite>+++X+++</cite>+++
* while +++<cite>+++X+++</cite>+++ ≠ +++<cite>+++V+++</cite>+++:
** let +++<cite>+++v+++</cite>+++ = extract-min(heap) _(i.e. v is the node which has the minimal edge cost into +++<cite>+++X+++</cite>+++)_
** Add +++<cite>+++v+++</cite>+++ to +++<cite>+++X+++</cite>+++
** for each edge +++<cite>+++v, w+++</cite>+++ ∈ +++<cite>+++E+++</cite>+++
*** if w ∈ +++<cite>+++V+++</cite>+++ - +++<cite>+++X+++</cite>+++ (_i.e. w is a node which hasn't yet been covered)_
**** Delete +++<cite>+++w+++</cite>+++ from heap
**** recompute key[w] = min(key[w], weight(v, w)) _(key[w] would only change if the weight of the edge (v,w) is less than the current weight for that key)._
**** reinsert +++<cite>+++w+++</cite>+++ into the heap
We store the uncovered nodes in the heap and set their priority to be the cheapest edge from that node into the set of nodes which we're already covered.
I came across the http://rubydoc.info/gems/PriorityQueue/0.1.2/frames[PriorityQueue] gem which actually seems to be better than a heap because we can have the node as the key and then set the priority of the key to be the edge weight. When you extract the minimum value from the priority queue it makes use of this priority to return the minimum one.
The outline of my solution to this problem looks like this:
[source,ruby]
----
MAX_VALUE = (2**(0.size * 8 -2) -1)
adjacency_matrix = create_adjacency_matrix
@nodes_spanned_so_far, spanning_tree_cost = [1], 0
heap = PriorityQueue.new
nodes_left_to_cover.each do |node|
cheapest_nodes = get_edges(adjacency_matrix, node-1).
select { |_, other_node_index| @nodes_spanned_so_far.include?(other_node_index + 1) } || []
cheapest = cheapest_nodes.inject([]) do |all_edges, (weight, index)|
all_edges << { :start => node, :end => index + 1, :weight => weight }
all_edges
end.sort { |x,y| x[:weight] y[:weight] }.first
weight = !cheapest.nil? ? cheapest[:weight]: MAX_VALUE
heap[node] = weight
end
while !nodes_left_to_cover.empty?
cheapest_node, weight = heap.delete_min
spanning_tree_cost += weight
@nodes_spanned_so_far << cheapest_node
edges_with_potential_change = get_edges(adjacency_matrix, cheapest_node-1).
reject { |_, node_index| @nodes_spanned_so_far.include?(node_index + 1) }
edges_with_potential_change.each do |weight, node_index|
heap.change_priority(node_index+1,
[heap.priority(node_index+1), adjacency_matrix[cheapest_node-1][node_index]].min)
end
end
puts "total spanning tree cost #{spanning_tree_cost}"
----
I couldn't see a way to keep track of the edges that comprise the minimal spanning tree so in this version I've created a variable which keeps tracking of the edge weights as we go rather than computing it at the end.
We start off by initialising the priority queue to contain entries for each of the nodes in the graph.
We do this by finding the edges that go from each node to the nodes that we've already covered. In this case the only node we've covered is node 1 so the priorities for most nodes will be MAX_VALUE and for nodes which have an edge to node 1 it'll be the weight of that edge.
While we still have nodes left to cover we take the next node with the cheapest weight from the priority queue and add it to the collection of nodes that we've covered. We then iterate through the nodes which have an edge to the node we just removed and update the priority queue if necessary.
The time taken for this version of the algorithm to run against the data set was 0.3 seconds as compared to the 29 seconds of the naive implementation.
As usual the https://github.com/mneedham/algorithms2/blob/master/prims_heap.rb[code is on github] - I need to figure out how to keep track of the edges so if anyone has any suggestions that'd be cool. | null | null | [
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] | prims-algorithm-using-a-heappriority-queue-in-ruby | https://markhneedham.com/blog/2012/12/15/prims-algorithm-using-a-heappriority-queue-in-ruby |
false | 2012-12-15 02:51:14 | Prim's Algorithm in Ruby | [
"algorithms"
] | [
"Algorithms"
] | One of the first programming assignments of the https://class.coursera.org/algo2-2012-001/class[Algorithms 2] course was to code http://en.wikipedia.org/wiki/Prim's_algorithm[Prim's algorithm] - a greedy algorithm used to find the minimum spanning tree of a connected weighted undirected graph.
In simpler terms we need to find the path of least cost which connects all of the nodes together and there can't be any cycles in that path.
Wikipedia has a neat diagram which http://en.wikipedia.org/wiki/Minimum_spanning_tree[shows this more clearly]:
image::http://upload.wikimedia.org/wikipedia/commons/thumb/d/d2/Minimum_spanning_tree.svg/300px-Minimum_spanning_tree.svg.png[]
The pseudocode for the algorithm is as follows:
* Let +++<cite>+++X+++</cite>+++ = nodes covered so far, +++<cite>+++T+++</cite>+++ = edges covered so far, +++<cite>+++V+++</cite>+++ = all the nodes in the graph
* Pick an initial arbitrary node +++<cite>+++s+++</cite>+++ - it doesn't matter which one it is
* while +++<cite>+++X+++</cite>+++ ≠ +++<cite>+++V+++</cite>+++:
** let +++<cite>+++e+++</cite>+++ = +++<cite>+++(u,v)+++</cite>+++ be the cheapest edge of the graph where +++<cite>+++u+++</cite>+++ ∈ +++<cite>+++X+++</cite>+++ and v ∉ +++<cite>+++X+++</cite>+++ +
i.e. +++<cite>+++u+++</cite>+++ is a node that has been covered and +++<cite>+++v+++</cite>+++ a node that has not yet been covered
** Add +++<cite>+++e+++</cite>+++ to +++<cite>+++T+++</cite>+++
** Add +++<cite>+++v+++</cite>+++ to +++<cite>+++X+++</cite>+++
At the end of the algorithm we'll have a collection of all the nodes in the graph and a collection of the edges we need to follow in order to create a minimal spanning tree. If we sum the weights of those edges we get the cost of the tree.
I used an http://en.wikipedia.org/wiki/Adjacency_matrix[adjacency matrix] to represent the graph i.e. a 2 dimensional array of size n*n (where n = number of nodes in the graph).
If node 0 had an edge to node 3 of weight 4 then we'd put this entry into the matrix:
[source,ruby]
----
----
I tried to get my implementation of the algorithm to look as close to the pseudocode as possible and I ended up with the following:
[source,ruby]
----
adjacency_matrix = create_adjacency_matrix
first_edge = select_first_edge(adjacency_matrix)
@nodes_spanned_so_far, @edges = [first_edge[:start], first_edge[:end]], [first_edge]
while !nodes_left_to_cover.empty?
cheapest_edge = find_cheapest_edge(adjacency_matrix, @nodes_spanned_so_far, number_of_nodes)
@edges << cheapest_edge
@nodes_spanned_so_far << cheapest_edge[:start]
end
----
The code became a bit messy in parts because it relies on a 0 indexed array yet the names of the nodes start at 1. There's therefore loads of +1s and -1s dotted around the place.
The method to work out the next cheapest node looks like this:
[source,ruby]
----
def find_cheapest_edge(adjacency_matrix, nodes_spanned_so_far, number_of_nodes)
available_nodes = (0..number_of_nodes-1).to_a.reject { |node_index| nodes_spanned_so_far.include?(node_index + 1) }
cheapest_edges = available_nodes.inject([]) do |acc, node_index|
get_edges(adjacency_matrix, node_index).select { |_, other_node_index| nodes_spanned_so_far.include?(other_node_index + 1) }.each do |weight, other_node_index|
acc << { :start => node_index + 1, :end => other_node_index + 1, :weight => weight }
end
acc
end
cheapest_edges.sort { |x,y| x[:weight] y[:weight] }.first
end
def get_edges(adjacency_matrix, node_index)
adjacency_matrix[node_index].each_with_index.reject { |edge, index| edge.nil? }
end
----
We first get all the nodes which haven't already been spanned and then build up a collection of the edges between nodes we've already spanned and ones that we haven't.
The other bit of interesting code is the creation of the adjacency matrix at the beginning:
[source,ruby]
----
def create_adjacency_matrix
adjacency_matrix = [].tap { |m| number_of_nodes.times { m << Array.new(number_of_nodes) } }
file.drop(1).map { |x| x.gsub(/\n/, "").split(" ").map(&:to_i) }.each do |(node1, node2, weight)|
adjacency_matrix[node1 - 1][node2 - 1] = weight
adjacency_matrix[node2 - 1][node1 - 1] = weight
end
adjacency_matrix
end
----
Here we are first parsing the file which involves skipping the first header line and the converting it into a collection of integer arrays representing the two nodes and their corresponding edge weight.
We then put two entries into the adjacency matrix, one entry from node A to node B and one entry from node B to node A. The reason we do this is that this is an undirected graph so we can go either way between the nodes.
To work out the cost of the minimum spanning tree I use this line of code at the end:
[source,ruby]
----
puts "edges: #{@edges}, total spanning tree cost #{@edges.inject(0) {|acc, edge| acc + edge[:weight]}}"
----
My full solution is on https://github.com/mneedham/algorithms2/blob/master/prims.rb[github] so if anyone has any suggestions/improvements they're always welcome. | null | null | [
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] | prims-algorithm-in-ruby | https://markhneedham.com/blog/2012/12/15/prims-algorithm-in-ruby |
false | 2012-12-12 00:04:42 | Weka: Saving and loading classifiers | [
"machine-learning-2",
"weka"
] | [
"Machine Learning"
] | In our continued machine learning travels https://twitter.com/jennifersmithco[Jen] and I have been building some classifiers using http://www.cs.waikato.ac.nz/ml/weka/[Weka] and one thing we wanted to do was save the classifier and then reuse it later.
There is http://weka.wikispaces.com/Saving+and+loading+models[documentation] for how to do this from the command line but we're doing everything programatically and wanted to be able to save our classifiers from Java code.
As it turns out it's not too tricky when you know which classes to call and saving a classifier to a file is as simple as this:
[source,java]
----
MultilayerPerceptron classifier = new MultilayerPerceptron();
classifier.buildClassifier(instances); // instances gets passed in from elsewhere
Debug.saveToFile("/path/to/weka-neural-network", classifier);
----
If we want to load that classifier up we can make use of the +++<cite>+++http://weka.sourceforge.net/doc.dev/weka/classifiers/misc/SerializedClassifier.html[SerializedClassifier]+++<cite>+++class like so:</p> ~~~java SerializedClassifier classifier = new SerializedClassifier(); classifier.setModelFile(new File("/path/to/weka-neural-network")); ~~~
http://www.youtube.com/watch?v=Hl545RF6dXA[Simples]! +++</cite>++++++</cite>+++ | null | null | [
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] | weka-saving-and-loading-classifiers | https://markhneedham.com/blog/2012/12/12/weka-saving-and-loading-classifiers |
false | 2008-02-10 01:47:25 | Pair Programming: Introduction | [
"coding",
"pairing",
"xp",
"altdotnet"
] | [
"Pair Programming"
] | I've had the opportunity to have worked with many different people http://c2.com/cgi/wiki?PairProgramming[pair programming] wise over the last year or so, and having seen it done in several different ways thought it would be interesting to work through some of my thoughts about this Extreme Programming (XP) originated practice.
First of all it seems to me that pair programming is a technique that is used with a lot more frequency at ThoughtWorks than at any other IT organisation.
Obviously I do not know every IT organisation in the world, but based on discussions at the http://www.altnetuk.com/[ALT.NET UK] conference I went to last weekend; it certainly came across to me like that. The difficulty in getting clients and/or management to see the value in having two people on one machine was the main factor mentioned as proving problematic.
I have been working for ThoughtWorks for 18 months now and have been pairing for all but 3 of those months. Perhaps contrary to popular opinion, not every project is a 100% pairing one.
I've paired with people for 20-30 days at a time, paired with people for 1 day at a time, paired with people who have been pairing for years, paired with people who are pairing for the first time, and all in all it's been fun.
I now find writing code far more enjoyable when working with someone else, motivated by the opportunity to bounce ideas around and come up with better solutions.
The biggest benefit for me of pairing is that you have to vocalise your ideas to your pair. This massively reduces the chance of going down a dead alley as a '`wrong`' idea would have to somehow make sense to two people, which is much less likely to happen.
Equally, when done well, you end up thinking a lot more about why you are doing things e.g. why should that method go on this class, should we introduce a new service, why are we testing it in this way, should we be testing it another way etc.
On the flip side there are times when you just want to look up something which interests you but isn't totally relevant to the current task and that has to be placed on the backburner for the time being. Pairing can also prove very tedious when doing fairly trivial tasks such as changing configuration files; although of course it does help if every knows how to do this so pairing on these tasks does provide some benefit.
I will cover some of my other thoughts in future posts. | null | null | [
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] | pair-programming-introduction | https://markhneedham.com/blog/2008/02/10/pair-programming-introduction |
false | 2008-02-09 13:15:11 | Learning theory first | [
"learning",
"threading",
"university",
"theory"
] | [
"Learning"
] | I've always been the type of person who only gets the motivation to do something if there is some useful practical reason for doing so. It therefore probably doesn't come as much of a surprise that I hated the majority of my mostly theoretical computer science degree.
I was talking to one of my colleagues last week and came out of the conversation convinced that the desire to know the theory behind concepts is amplified when you actually get to see it in action in a real life system.
My prime example is multi threading and concurrency. At university we had to write a program to calculate e to 500 decimal places using multi threading. In my mind this exercise was completely pointless, and I don't think I came out of it any wiser with regards to threading.
Contrast that to the project I'm working on now where the main window of our application was freezing up due to an expensive operation being run on the UI thread. The solution of course was to execute the expensive operation on a background thread.
Although I know this is a fairly trivial example, it did provide a real life situation where threading was required. As a result of this I have become much more interested in the specifics of threading and the potential problems that can arise when doing so.
It would probably actually prove more useful to see the concepts in action in a real life system before being taught the detailed theory behind how it all fits together. For me at least when I'm learning about something I like to have a reference point and having seen the concept in action would provide this.
It seems obvious to me therefore that studying for a degree after having first done a few years in industry would probably lead to you having a much richer learning experience and a much improved understanding. Not that I expect that to catch on! | null | null | [
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] | learning-theory-first | https://markhneedham.com/blog/2008/02/09/learning-theory-first |
false | 2008-02-12 00:01:58 | Feedback: Positive Reinforcement/Change yourself first | [
"communication",
"feedback",
"nlp",
"change"
] | [
"Feedback"
] | One of the more interesting concepts used on the http://www.ablworld.com/Courses/Practitioner.htm[NLP course] that I did last year was the idea of only giving positive feedback to people.
The thinking behind the theory (which I think comes from Robert Dilts, one of the early thinkers behind NLP) is that people know what they are doing wrong and already beat themselves up about it; therefore there is no point you mentioning it as well.
I was initially sceptical about this approach as it seemed a bit too idealistic for my cynical mind. I found it extremely difficult to start with and didn't give any feedback to anyone for quite a few sessions. Eventually though something clicked for me and by the end of the 18 day course I feel I did gain a greater respect for and recognition of the talents that other people on the course had. The need to focus only on the positive actually seems to drive the mind to see more in this area than it otherwise would.
Although noone likes it when they are criticised, I think there are some occasions when someone criticising you can prove to be extremely motivational. This basically involves them completely writing you off and you then being determined to prove them wrong. For example at school I was told that I would definitely fail the Pure Maths modules of my A Level Maths course. Completely unimpressed with this verdict I persevered with it for months eventually scoring 85%. Job done.
I think sometimes when giving critical feedback it can say more about you than it does about the person you are giving it to, and this is where it's vital to step back and think why you are giving the feedback.
I find at least for myself the tendency is to want to point out things people do that annoy me, which in effect is me trying to make the person more like myself. http://www.stevepavlina.com/blog/2007/01/understanding-human-relationships/[Steve Pavlina] suggests that the things we hate the most in other people are the things we actually hate in ourselves. Therefore his suggestion was if you find something someone else does annoying, first look at yourself and try and improve yourself in this area.
I'm not sure if I totally subscribe to why this approach would work but I definitely agree that it is way easier to change yourself than it is to change someone else.
Similar articles:
* link:/blog/2006/09/02/giving-effective-feedback/[Giving effective feedback] | null | null | [
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] | feedback-positive-reinforcementchange-yourself-first | https://markhneedham.com/blog/2008/02/12/feedback-positive-reinforcementchange-yourself-first |
false | 2008-02-14 01:27:58 | Pair Programming: The Non Driving Pair | [
"coding",
"pairing",
"software-development",
"agile"
] | [
"Pair Programming"
] | One of the intriguing aspects of pair programming for me is that of the non driving person in the pair -- what are they supposed to do?!
Obviously there are fairly well known strategies for more interactive pairing, such as http://c2.com/cgi/wiki?PairProgrammingPingPongPattern[Ping Pong] and Ball and Board (which is where one person controls the mouse and the other the keyboard), but neither of these strategies suggest what to do when you are not driving
Obviously it is very easy to be a bad non driving part of the pair, by http://blog.jayfields.com/2007/09/distracted-pair.html[getting distracted] by what's going on around you and a quick fix that I've heard to solve this is that when you're bored, ask for the keyboard back. This solves the immediate problem but still doesn't make you any better at contributing when you're not at the keyboard.
One idea that I've been playing with recently is keeping a list of the next task that needs to be done after the current one is done -- effectively just tracking where we are on the story. We use tiny tasks for most stories as laid out by http://www.thekua.com/atwork/2007/07/19/onboarding-strategy-tiny-tasks[Patrick Kua]. This does work although you still don't feel that involved, and it can end up seeming like you're dictating to the other person what to do. This is definitely an approach to be applied with some tact.
Some of the more skilled non drivers I've worked with have the ability to see the bit of code being worked on as part of the whole and are able to see when we have gone too far down the wrong path and should actually be making changes elsewhere. I find this a lot harder to consciously improve, and I've been told it's a skill that comes with experience.
I'm sure there are other roles of non driving that can be applied, mentoring being one, although that's for another post! Thoughts? | null | null | [
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] | pair-programming-the-non-driving-pair | https://markhneedham.com/blog/2008/02/14/pair-programming-the-non-driving-pair |
false | 2008-11-04 00:00:26 | Pair Programming: Benefits of the pair switch mid story | [
"pairing",
"pair-programming"
] | [
"Pair Programming"
] | On my current project we've been having some discussions around the frequency with which we rotate pairs, the feeling being that we probably keep the same pairs for a bit too long.
We discussed using techniques such as http://mitchlacey.com/docs/XR4PromiscuousPairingandBeginnersMind.pdf[promiscuous pairing], which takes the idea of pair rotation to an extreme, but have settled on making our rotations more or less daily.
One interesting thing I noticed from some recent pair switching was the immediate benefit we can realise from the pair rotation.
When we switch pairs mid story the story champion (person who owns the story from start to end) has to get their new pair up to speed as quickly as possible.
My colleague http://lizdouglass.wordpress.com/[Liz Douglass] has a very precise yet effective way of doing this. From observation:
* Describe the story or task from a high level detailing what it is we are trying to do and how it fits into the system as a whole
* Describe what has been done so far, why that approach was taken and what is left to do.
* Describe any problems encountered, previous solutions tried and new ideas to try to solve the problem.
I have found that this works really well and allows me to contribute to the task at hand more quickly than if I had to ask questions to work out what is going on.
The story champion has the benefit of having been involved in the story kick off so it is certainly very useful for them to be able to take this information and then provide it with context to their future pair.
In addition I have noticed that explaining what you are doing on a task to a new pair often leads to you noticing flaws in your logic, therefore leading you to solve the problem.
Even if this doesn't happen, having a new pair of eyes and a new perspective on a problem can often lead to it being solved more quickly. | null | null | [
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] | pair-programming-benefits-of-the-pair-switch-mid-story | https://markhneedham.com/blog/2008/11/04/pair-programming-benefits-of-the-pair-switch-mid-story |
false | 2008-11-05 08:01:26 | Crystal Clear: Book Review | [
"xp",
"agile",
"crystal-clear",
"alistair-cockburn",
"books",
"book-review"
] | [
"Books"
] | == The Book
http://www.amazon.co.uk/Crystal-Clear-Human-Powered-Methodology-Small/dp/0201699478/ref=sr_1_1?ie=UTF8&s=books&qid=1225830583&sr=8-1[Crystal Clear] by http://alistair.cockburn.us/[Alistair Cockburn]
== The Review
This was a book which had been recommended to me by a colleague a few months ago as one of the best software development books to read, and after hearing http://codebetter.com/blogs/ian_cooper/[Ian Cooper] describe how his team was implementing some of the ideas at the http://www.markhneedham.com/blog/2008/09/14/altnet-uk-conference-20/[Alt.NET conference] I decided I'd give it a read.
I have been working in an Agile/XP environment at ThoughtWorks for the last two years so my context coming into the book was around understanding where the overlap with Crystal Clear was, what differences there are and how I can apply these on my projects
== What did I learn?
* I thought it was very interesting that Alistair Cockburn came across the agile principles through the *need for efficiency* rather than the need to handle rapidly changing requirements. It is also interesting that his *project background is of the fixed price, fixed scope variety*. This is generally considered an area where it is difficult to achieve success with an agile approach although I have worked on projects like this which have successfully delivered as well. From my experience the key benefit of the agile approach touted is the ability to rapidly respond to changes in requirements but I also believe that the gains in efficiency we gain from the quick feedback cycles is certainly equally important in my book. Tim Bray has an interesting article talking about the potential for agile to thrive in this current financial climate due to the efficiency gains it can provide.
* I found the idea of *software projects being a cooperative game* to be a very good metaphor for understanding the trade offs that we make on projects. We need to consider the current game and future games that we will need to play. We can make decisions which benefit us in the current game (e.g. taking shortcuts on design) but we must remember that these decisions will have an impact on games that occur in the future (e.g. increased technical debt to pay off).
* The approach I have seen on previous projects has always advocated achieving business value as the number one priority for story selection. The author advocates a slightly different approach whereby we first tackle the *highest risk or highest learning tasks first* so that the team can gain this knowledge early while also being sure that it is technically possible to do the things they are being asked to do. This is linked to the idea of the *walking skeleton* - whereby we create an implementation of the system that performs a small end to end function. Clearly when using this approach it is important to still try and show that we are achieving some business value otherwise the project sponsor may become very nervous.
* The book has some interesting suggestions around *retrospectives or reflection workshops*. One which we are currently trying on my project is the idea of wrapping up the retrospective with two lists - *'Keep These' and 'Try These'*, which contain the ideas suggested in the retrospective. We can then prioritise the items on the 'Try These' list and go through the most important ones before the next retrospective.
* Another idea which was quite different from what I've come across was the idea of *systems personalities*. The idea here is that the system displays a different 'personality' to different end users. For example it might be fast and efficient or warm, friendly and informative. This seems like a good approach to allow us to drive out exactly how important different aspects of the system are and makes the trades off we inevitably have to make more related to our overall goal.
* The idea of having an *expert user* as well as a business expert working with the team was another interesting idea. From my experience it is very difficult to get a business expert to come and work with the team full time so I'm not sure how we would be able to get another person to come and work with our team, but several colleagues suggested to me that they do have an expert user working on their team so it is possible. I can see this being a useful role though because we often come across situations where there are two ways to do things and it's not obvious which way the user would prefer. To have someone who actually uses the system available to answer that question would be quite valuable.
* There is an interesting discussion about the *documentation* that a project should look to supply - this is often something that we neglect so it was interesting to see explicit ideas on what should be provided being stated. It described the normal ideas such as the source code, architecture diagrams and so on, but one thing which I hadn't considered as documentation was *design diagrams showing the way the system has evolved*. We often sketch out designs on whiteboards but rarely capture the evolution of them. It's certainly an idea to keep in mind.
* I liked the case studies at the end of the book which detailed some experiences teams have had using the Crystal Clear approach. The most interesting part for me was looking at the individual experiences that each person on the team had. The ideas expressed weren't new to me but it was interesting that they were so similar despite the project being described being so different to the ones I have worked on.
== In Summary
The biggest idea I came away with after reading this book was the idea that we should always be looking to *continuously improve*. At one stage the book refers to Kaizen - a term from the Toyota Production System which means 'continuous improvement'. As a result of reading this book I became more aware of this term and came across http://www.kaizenconf.com/[Kaizen Conf] which took place in the US last week.
I think it would serve as a good introduction to the Agile world - it's not quite as strict as something like Extreme Programming but it seems to get across most of the same ideas. | null | null | [
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] | crystal-clear-book-review | https://markhneedham.com/blog/2008/11/05/crystal-clear-book-review |
false | 2008-11-05 23:48:54 | Pair Programming: The Over Eager Driver | [
"pairing",
"xp",
"agile",
"pair-programming"
] | [
"Pair Programming"
] | One of the interesting situations that can arise when pair programming is that one person dominates the driving and their pair can hardly get a look in.
This is not necessarily because they are hogging the keyboard - it is often just the case that they are the stronger technically in the pair and the other person isn't willing to ask for the keyboard.
A big part of the value in pair programming comes from having both people taking turns at driving and navigating from my experience and there are several ideas that I have come across for trying to encourage a more collaborative approach to pair programming.
== Ping Pong Pairing
The idea of this approach is to encourage the switching of the keyboard between both people very explicitly.
Based on the assumption that we are adopting a TDD approach, the first person starts out by writing the test, then they switch and the second person writes the code to make the test pass. Then they write the next test and the first person writes the code to make that test pass.
With this approach both people end up with fairly equal keyboard time and will hopefully feel more involved in the development effort.
My colleague Sam Newman previously http://www.magpiebrain.com/blog/2007/02/13/pairing-pattern-ping-pong-pairing/[wrote about ping pong pairing], including an approach to ensure that both members get exactly the same amount of keyboard time per day.
== Learning the Art of Navigating
As a general rule I think the majority of people find it much easier to drive than to navigate.
When navigating it often feels that you are not adding value and it sometimes becomes confusing as to exactly http://www.markhneedham.com/blog/2008/02/14/pair-programming-the-non-driving-pair/[what you should be doing].
Having said that I have worked with some phenomenally good navigators during my time pair programming. While I don't claim to know how to teach someone how to be a good navigator (I'm still working on it myself), there do seem to be some distinct skills that you can apply to carry out this role effectively.
* Keeping an eye on the big picture - are we solving the right problem, has this piece of code become too difficult to test, are we testing it in the correct way etc.
* Tracking the tasks needed to complete a story and being ready to continue with the next one when the driver has finished the current one.
* Sharing tips on how to navigate around the workspace more effectively - keyboard shortcuts, different tools etc.
If we can become equally effective at contributing as both a navigator and a driver then it doesn't become so imperative to drive all the time.
== Two of everything
This was an approach I was introduced to more recently and involves having two keyboards and two mice connected to the workstation.
The benefit of this approach is that the difficulty of prising the keyboard away is removed and we can just grab our own keyboard and start typing when we have some input to make.
Clearly this needs to be done relatively sensibly otherwise otherwise we end up with both people typing or moving the mouse at the same time. From my experience of this technique that actually rarely happens.
There is also an increased spending on equipment but I wouldn't imagine this would be that significant. | null | null | [
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] | pair-programming-the-over-eager-driver | https://markhneedham.com/blog/2008/11/05/pair-programming-the-over-eager-driver |
false | 2008-11-02 22:13:33 | Pair Programming: Driving quickly | [
"pairing",
"pair-programming"
] | [
"Pair Programming"
] | In order to experience the full benefits of pair programming it is important to try and reduce the chance of the navigator getting bored and losing focus.
One of the main ways that we can do this is by ensuring that we have a quick turnaround between the driver and navigator, and this can be done by ensuring that when we are driving we are doing so as quickly as possible.
There are three areas that come to mind where we can gain speed improvements when driving in a pair programming session:
== IDE shortcuts
Learning the IntelliJ shortcuts was one of the first things that I was encouraged to do on the first Java project that I worked on at ThoughtWorks.
I found the most effective way for me was if my pair pointed out potential shortcuts whenever I was using the mouse to try and do something. On my current project we have installed an IntelliJ plugin called http://plugins.intellij.net/plugin/?id=1003[Key Promoter] which pops up a message telling you the shortcuts every time you use one of the menu options. I learnt about this plugin from Neal Ford's book, http://www.markhneedham.com/blog/2008/09/05/the-productive-programmer-book-review/[The Productive Programmer].
Additionally there are PDFs available, which list every single shortcut available for the various different platforms, on the http://www.jetbrains.com/idea/documentation/documentation.html[IntelliJ documentation page].
The same applies whether we are using TextMate, Visual Studio + Resharper or any other IDE. Knowing the shortcuts allows you to execute tasks more quickly and (for me at least) also has the benefit of making you feel more confident about what you are doing.
== IDE templates/Plug ins
Setting up templates for frequent operations is another useful way to save time.
In particular I find it especially wasteful to write out the code to define a JUnit test every time so I always create a http://intelligentsoftwareengineering.blogspot.com/2006/09/intellij-live-templates.html[template] which does this for me.
IntelliJ also provides a set of built in templates for creating simple code snippets - accessible by using the Command + J keyboard shortcut on the Mac or Ctrl + J on Windows.
In addition we can install plugins which help us to be more productive. http://plugins.intellij.net/plugin/?id=96[TestDox] is one such plug in for IntelliJ which allows you to create the test class for any class with one keyboard shortcut. We can then switch between the test and the code using the same shortcut.
For Ruby, http://code.leadmediapartners.com/2008/3/28/rubyamp[RubyAmp] is a TextMate plugin which I have come across which adds class, method and whole project searching for Ruby code.
== The Shell
Using the shell or command line effectively is another way that we can can speed improvements.
I wrote about http://www.markhneedham.com/blog/2008/10/15/browsing-around-the-unix-shell-more-easily/[some of the ways I have learnt for doing this] and several people provided other suggestions in the comments on the post, but the key pattern here seems to be to *reduce the amount of typing* and *avoid repetition*. It's all about http://jchyip.blogspot.com/2008/10/copy-and-paste-once-never-copy-and.html[reducing duplication of effort] when it comes to using the shell effectively.
Often when using the shell we want to reuse some of the commands that we have entered previously.
I was aware of two ways of doing this until last week - using the up and down arrows to go through the history and searching through the history using Ctrl + R.
A third way I learnt last week was to type the following command into the shell:
[source,text]
----
history
----
This returns the list of items that we have previously searched for:
[source,test]
----
533 man grep
534 grep -r "JarTask" *.*
535 grep -r "JarTask" .
536 cd java/
----
A http://lizdouglass.wordpress.com/[colleague] showed me that we can repeat these commands by typing '![NumberOfCommand]'. To repeat the 'man grep' command we would type the following:
[source,text]
----
!533
----
Spotting patterns of repetition is also useful. For example, to redeploy our application for manual CSS testing we had several steps which involved stopping Tomcat, redeploying our WAR, updating the database and then restarting the database.
This involved 4 separate commands until one of my colleagues put it all together into a simple 'restart' script. Quite a simple idea but it reduces human effort.
== Overall
These are some of the ways that I have noticed where we can make pair programming go more smoothly and keep both people on the pair engaged.
The common theme is that we should *make our tools do the work* and save our time for thinking. | null | null | [
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] | pair-programming-driving-quickly | https://markhneedham.com/blog/2008/11/02/pair-programming-driving-quickly |
false | 2008-11-11 00:08:16 | Logging with Pico Container | [
"picocontainer"
] | [
"Java"
] | One thing that we've been working on recently is the logging for our current code base.
Nearly all the objects in our system are being created by http://picocontainer.org/[Pico Container] so we decided that writing an interceptor that hooked into Pico Container would be the easiest way to intercept and log any exceptions throw from our code.
Our initial Googling led us to the http://picocontainer.org/interception.html[AOP Style Interception] page on the Pico website which detailed how we could create a static proxy for a class that we put in the container.
The code to do this was as follows:
[source,java]
----
DefaultPicoContainer pico = new DefaultPicoContainer(new Intercepting());
pico.addComponent(Interceptable.class, ConcreteInterceptable.class);
Intercepted intercepted = pico.getComponentAdapter(Interceptable.class).findAdapterOfType(Intercepted.class);
intercepted.addPreInvocation(Interceptable.class, new InterceptableReporter(intercepted.getController()));
intercepted.addPostInvocation(Interceptable.class, new InterceptableReporter(intercepted.getController()));
Interceptable a1 = pico.getComponent(Interceptable.class);
a1.methodThatThrowsException();
----
[source,java]
----
public interface Interceptable {
void methodThatThrowsException();
}
----
[source,java]
----
private static class InterceptableReporter implements Interceptable {
private Intercepted.Controller controller;
public InterceptableReporter(Intercepted.Controller controller) {
this.controller = controller;
}
public void methodThatThrowsException() {
System.out.println("error happened");
}
}
----
While this approach works, the problem is that we need to define an individual proxy for every class that we want to intercept. It works as a strategy if we just need to intercept a few classes but not on a larger scale.
Luckily it is possible to create a http://lizdouglass.wordpress.com/2008/08/31/small-things-amuse-small%E2%80%A6-hmph-well-anyway%E2%80%A6/[dynamic proxy] on the container so that we can intercept all the objects without having to create a static proxy for each one.
The code to do this was as follows:
[source,java]
----
DefaultPicoContainer pico = new DefaultPicoContainer(new LoggingAwareByDefault());
pico.addComponent(Interceptable.class, ConcreteInterceptable.class);
Interceptable interceptable = pico.getComponent(Interceptable.class);
interceptable.methodThatThrowsException();
----
[source,java]
----
import org.apache.commons.logging.LogFactory;
import org.picocontainer.Characteristics;
import org.picocontainer.ComponentAdapter;
import org.picocontainer.ComponentMonitor;
import org.picocontainer.LifecycleStrategy;
import org.picocontainer.Parameter;
import org.picocontainer.behaviors.AbstractBehaviorFactory;
import java.util.Properties;
public class LoggingAwareByDefault extends AbstractBehaviorFactory {
private static final String DO_NOT_LOG_NAME = "support-team-opt-out";
public static final Properties DO_NOT_LOG = Characteristics
.immutable(DO_NOT_LOG_NAME, Characteristics.TRUE);
public <T> ComponentAdapter<T> createComponentAdapter(ComponentMonitor componentMonitor,
LifecycleStrategy lifecycleStrategy,
Properties componentProperties,
Object componentKey, Class<T> componentImplementation,
Parameter... parameters) {
if (removePropertiesIfPresent(componentProperties, DO_NOT_LOG)) {
return super.createComponentAdapter(componentMonitor, lifecycleStrategy, componentProperties, componentKey,
componentImplementation, parameters);
} else {
return new LoggingAware<T>(super.createComponentAdapter(componentMonitor,
lifecycleStrategy, componentProperties, componentKey,
componentImplementation, parameters));
}
}
}
----
[source,java]
----
import org.apache.commons.logging.Log;
import org.picocontainer.ComponentAdapter;
import org.picocontainer.ComponentMonitor;
import org.picocontainer.PicoContainer;
import org.picocontainer.behaviors.HiddenImplementation;
import java.lang.reflect.InvocationTargetException;
import java.lang.reflect.Method;
public class LoggingAware<T> extends HiddenImplementation {
public LoggingAware(ComponentAdapter delegate) {
super(delegate);
}
protected Object invokeMethod(Object componentInstance, Method method, Object[] args, PicoContainer container)
throws Throwable {
ComponentMonitor componentMonitor = currentMonitor();
try {
componentMonitor.invoking(container, this, method, componentInstance);
long startTime = System.currentTimeMillis();
Object object = method.invoke(componentInstance, args);
componentMonitor.invoked(container,
this,
method, componentInstance, System.currentTimeMillis() - startTime);
return object;
} catch (final InvocationTargetException ite) {
componentMonitor.invocationFailed(method, componentInstance, ite);
// log the error
throw ite.getTargetException();
}
}
}
----
From what I recall from looking at the source code I think in order to create a proxy around an object it needs to implement an interface otherwise the proxy will not be created. | null | null | [
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] | logging-with-pico-container | https://markhneedham.com/blog/2008/11/11/logging-with-pico-container |
false | 2008-11-28 21:32:28 | Html.RadioButton setting all values to selected value workaround | [
"aspnet",
"mvc"
] | [
".NET"
] | While working with the Html.RadioButton() UI helper for ASP.NET MVC we came across an interesting problem whereby when you submitted the form, all the values for that particular group of radio buttons was set to the value of the one that was selected.
For example, given a form like this:
[source,csharp]
----
<%= Html.RadioButton("option1", true) %>Yes
<%= Html.RadioButton("option2", false)%>No
----
When we first load the page, this is the HTML it generated:
[source,csharp]
----
<input type="radio" name="option1" value="true" />Yes
<input type="radio" name="option1" value="false" />No
----
When we post the form having selected the 'Yes' option for example, this is what the HTML looks like now:
[source,csharp]
----
<input type="radio" name="option1" value="true" checked="checked" />Yes
<input type="radio" name="option1" value="true" />No
----
A bit of Googling revealed that http://stackoverflow.com/questions/277607/htmlradiobutton-sets-all-values-to-selected-value[others] have come across this same problem and that it is a http://forums.asp.net/t/1338576.aspx[bug in the code].
The solution suggested on Stack Overflow was to write a custom RadioButton helper which does a regex replacement on the 'value=' part of the HTMl generated.
We started working down the path to using a similar approach before http://jamescrisp.org/[James] pointed out that we might be able to achieve the same outcome by passing in the value as one of the htmlAttributes.
We changed our original Html.RadioButton() code to take in 'new { value = true }' and 'new { value = false }' respectively and it solved the problem. | null | null | [
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false | 2008-11-28 00:34:24 | TDD: Suffering from testing last | [
"tdd",
"testing"
] | [
"Testing"
] | I've always been a big proponent of writing tests before writing code, and I roll off the standard reasons to people who question this approach:
* They help to drive the design
* They provide a safety net when making future changes
* They provide a way of communicating the intent of the code to the rest of the team
And so on. Despite knowing all this I recently took a non test driven approach to writing some bits of code - we were keen to get the system working end to end so it seemed a trade off worth making to prove that it was doable.
I knew that I would *suffer when it came to testing this code after I had already written it* and indeed it did!
I've tested around legacy code before and although http://www.amazon.co.uk/Working-Effectively-Legacy-Robert-Martin/dp/0131177052/ref=sr_1_1?ie=UTF8&s=books&qid=1227794213&sr=8-1[Michael Feather's book] makes it much easier, it's still not a great experience. The saving grace has always been that I didn't write the code whereas in this case it was quite definitely my fault that I ended up with this problem.
The original pain came from not knowing where I should start. Since we didn't have any tests I wasn't sure exactly what the code was doing despite the fact that I had written most of it fairly recently.
In particular I ran into the problem whereby I wrote a test which passed so all seemed good. Suspicious as to whether this was the case I decided to comment out some of the code which was apparently making the code pass. I expected the test to fail and give me the red bar but in actual fact the test still passed!
It turned out that I had written the expectations for my mocks slightly wrong in the test - a mistake that I would have definitely caught if I had written the test first but could have easily missed by testing last.
After this I decided that because there wasn't too much complex logic in this particular piece it would be much better to *comment out the code and then test first* before fitting it back together again. Eventually I got all the code covered but it took much longer than if I had just tested it properly the first time around.
For me software development is all about creating quick feedback loops and I find it very frustrating when I'm unable to do this. Testing first is one very good way of achieving this as it provides a clear way forward and gives feedback on our progress.
I will certainly be very reluctant to test last again. | null | null | [
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] | tdd-suffering-from-testing-last | https://markhneedham.com/blog/2008/11/28/tdd-suffering-from-testing-last |
false | 2008-11-17 22:16:11 | Standups: Pair stand together | [
"xp",
"agile",
"standups"
] | [
"Agile"
] | One of the common trends I have noticed in the http://www.think-box.co.uk/blog/2006/05/daily-stand-up-scrum-meeting.html[stand ups] of teams which practice pair programming is that very often the first person in the pair describes what they have been working on and what they will be doing today and then when it comes to the other person they say 'ditto'.
After I dittoed one too many times on a project earlier this year it was pointed out to me that this was not a valuable way of contributing to the weekend and that I should describe my view of our progress as it may differ to my pair.
I had thought I was avoiding repetition by not contributing information which had already been covered, but I went along with this idea and immediately something was mentioned which hadn't been previously covered. Instant vindication!
More recently I noticed a similar trend on another project I was working on and we came up with the idea of *each pair standing together in the standup* and effectively speaking as one.
This allowed us to avoid the 'repetition problem' and the 'ditto problem' as when it was the second person's turn to speak they could just add in any details that their pair didn't speak about without having to repeat the whole context again.
I think this worked reasonably well and it seemed to make our standups move along more quickly. | null | null | [
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] | standups-pair-stand-together | https://markhneedham.com/blog/2008/11/17/standups-pair-stand-together |
false | 2008-11-17 00:14:22 | Agile - Should everyone have to learn all the roles? | [
"agile"
] | [
"Agile"
] | In my final year of university a few years ago when I was applying for jobs I was really keen to join the (then) http://careers.thomsonreuters.com/StudentCenter/Default.aspx?id=264[Reuters Graduate Technology program].
The thing that appealed to me the most was that over the 2 years you were on the graduate program you would have the opportunity to be placed in 4 different roles within the business. The website gives some examples:
____
Technical architect, Project manager, Infrastructure service manager, Business analyst, Product & development manager, Software engineer, Implementation engineer, Desktop design consultant, Technical specialist, Deployment project manager, Training
____
What I really liked about this idea was:
. It gave you an opportunity to try different things and see what you liked best.
. Regardless of what you eventually chose to do you now had a broader perspective of the world from having done the other 3 roles.
I was reminded of this a couple of weeks ago when I was having a conversation with a colleague about whether everyone on an agile team should have to learn how to do all the roles (Developer, BA, QA, Iteration Manager, Project Manager).
== Why learn all the roles?
The main advantage of having people who have the ability to work in different roles is that it provides a team with great flexibility and helps to *increase the team's http://en.wikipedia.org/wiki/Bus_factor[bus factor]*.
From my experience on agile teams it is often the case that there is a single Business Analyst and if they are on holiday or absent then there is not necessarily someone else on the team with the skill set to cover them. When these type of situations arise it would be useful to have someone who could play that role for the day.
Having experience across different roles gives you a *different perspective* when playing your current role. Certainly developers would be much more inquisitive about the business value a particular story is adding if they had experience working in an analyst role and and analysts who have been developers have a better idea about the types of things that developers need to know to complete a story.
As individuals we learn much more quickly when we are operating in http://en.wikipedia.org/wiki/Shoshin[beginner's mind], a state we would be able to achieve with much more frequency if we are learning different roles. The natural inquisitiveness we display when learning a new skill can also be beneficial to the rest of the team as it will *bring up assumptions* which may not necessarily be correct but which wouldn't have been exposed otherwise.
I've heard the argument that the skill set for BAs/QAs is quite similar and I have certainly worked with colleagues who are able to perform both roles. Many project managers I have worked with have performed another role previously, so maybe it is only natural that you will end up with some people with multi role skill sets on any given team.
== Why not?
I think if we are to become skilled across multiple roles in a team then we need to become careful that we don't have the situation where we become a *jack of all trades and a master of none*.
In agile teams the idea of having http://www.agilemodeling.com/essays/generalizingSpecialists.htm[generalising specialists] is encouraged so we would need to make sure that we+++<strong>+++retain some areas of specialism+++</strong>+++ while also having the ability to fill other roles rather than spreading ourself too thinly across all roles.
This seems to indicate to me that a *certain amount of depth* is required in our principal role which mainly comes from spending time doing it. I think this is the same principle which holds when learning programming languages - it's better to gain a solid understanding of one type of language before trying to learn other ones from my experience.
The idea of being skilled in multiple roles also seems to *go against the idea of playing to your strengths* encouraged by Marcus Buckingham in his book 'http://www.amazon.co.uk/Put-Your-Strengths-Work-Outstanding/dp/0743263294/ref=sr_1_2?ie=UTF8&s=books&qid=1226844695&sr=8-2[Go Put Your Strengths to Work]'. If we have already found what we love to do and can do it well then there may not be that much benefit in trying to change, although it is always useful to step outside your comfort zone once in a while.
== In Summary
I think it is good to have people with the ability to play multiple roles on a team but I'm not sure whether every single team member needs to be able to do this - it is certainly useful to have some people on a team who are purely experts in one role.
I'm sure I haven't covered all the potential arguments here but I find it interesting to see how far the generalising specialist idea should stretch - where is the limit of when having greater depth in one area becomes preferable to spreading our abilities across different ones?
_Update_
As Lachlan points out in the comment we should be looking to increase the bus factor on the project rather than reduce it. My mistake. | null | null | [
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false | 2008-11-10 22:44:15 | Agile: Putting the risk up front | [
"agile"
] | [
"Agile"
] | The last two projects that I've worked on I've been on the project from right near the start, and one thing that's been consistent in both projects is that we've spent time early on in the project trying to reduce technical risk.
In my most recent project this has involved getting infrastructure in place early on, and in the previous one it involved working on technical spikes for several weeks to prove that what the client was asking for was actually technically possible.
While reading http://www.markhneedham.com/blog/2008/11/05/crystal-clear-book-review/[Crystal Clear] I noticed that this approach is the same as that advocated by Alistair Cockburn with regards to putting the highest learning tasks up front before business stories, and the idea of the http://alistair.cockburn.us/Walking+skeleton[walking skeleton].
Some people consider this opposed to the agile approach in that we are creating something before we absolutely need to use it. I think this is a difference in the understanding between doing something at the last responsible moment and the last possible moment.
The former is the way that I understand we should do things - get the pain out the way early on and not later on death march style
I wonder whether it should be the same on a per story basis or if there is no gain from taking this approach - i.e. usually the backend side of stories is what takes up the time so should we do this first and then drive out the rest or is it better to drive from the front?
One thing I have learnt from conversation about this idea is that we still need to show some progress to the business and therefore need to balance the need to reduce project risk with completing business stories.
Clearly there is a trade off to be made here but I think the 'risk up front' approach is preferable to leaving the integration until later on when it is both more difficult to do and doesn't leave much room for error either. | null | null | [
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] | agile-putting-the-risk-up-front | https://markhneedham.com/blog/2008/11/10/agile-putting-the-risk-up-front |
false | 2008-11-19 21:30:19 | Debugging ASP.NET MVC source code | [
"aspnet",
"mvc"
] | [
".NET"
] | We've been doing some work with the ASP.NET MVC framework this week and one of the things we wanted to be able to do is to debug through the source code to see how it works.
Our initial idea was to http://haacked.com/archive/2008/11/03/bin-deploy-aspnetmvc.aspx[bin deploy the ASP.NET MVC assemblies] with the corresponding pdbs. Unfortunately this didn't work and we got a conflict with the assemblies deployed in the GAC:
[source,text]
----
Compiler Error Message: CS0433: The type 'System.Web.Mvc.FormMethod' exists in both 'c:\WINDOWS\Microsoft.NET\Framework\v2.0.50727\Temporary ASP.NET Files\root\8553427a\c1d1b9c6\assembly\dl3\898a195a\60680eb9_3349c901\System.Web.Mvc.DLL' and 'c:\WINDOWS\assembly\GAC_MSIL\System.Web.Mvc\1.0.0.0__31bf3856ad364e35\System.Web.Mvc.dll'
----
We attempted to uninstall the System.Web.Mvc assembly from the GAC but were unable to do so because it has other dependencies.
The next idea was to uninstall ASP.NET MVC using the MSI uninstaller. This worked in terms of getting rid of the assembly from the GAC but it meant that we no longer had support for ASP.NET MVC in Visual Studio.
Luckily http://tgould.blogspot.com/[Troy] pointed out James Kovac's blog post about http://codebetter.com/blogs/james.kovacs/archive/2008/01/17/debugging-into-the-net-framework-source.aspx[debugging the .NET framework source] and we were able to debug the ASP.NET MVC code by hooking up the http://www.codeplex.com/aspnet/SourceControl/DirectoryView.aspx?SourcePath=%24%2faspnet%2fMVC%2fSymbols&changeSetId=17272[pdbs] that come with the http://weblogs.asp.net/scottgu/archive/2008/03/21/asp-net-mvc-source-code-now-available.aspx [source code download].
Some other approaches were pointed out on the http://www.nabble.com/Debugging-ASP.NET-MVC-td20554211.html[ALT.NET mailing list] although the above is what worked for us. | null | null | [
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] | debugging-aspnet-mvc-source-code | https://markhneedham.com/blog/2008/11/19/debugging-aspnet-mvc-source-code |
false | 2008-11-19 06:53:08 | The Toyota Way: Book Review | [
"lean",
"toyota",
"toyota-way",
"books",
"book-review"
] | [
"Books"
] | == The Book
http://www.amazon.co.uk/Toyota-Way-Management-Principles-Manufacturer/dp/0071392319/ref=sr_1_1?ie=UTF8&s=books&qid=1227011994&sr=8-1[The Toyota Way] by Jeffrey Liker
== The Review
I was initially very skeptical about the value of lean in software development but became intrigued as to its potential value after listening to http://jchyip.blogspot.com/[Jason] championing it. Since The Toyota Way is the book where many of the ideas originated from I thought it only made sense for this to be my first port of call to learn about lean.
== What did I want to learn?
* What are the similarities and differences between the Lean and Agile principles?
* How do we apply ideas around quality in software development?
* How important are leaders to making it all happen?
* If lean is not about tools what is it about?
* Is waste ever acceptable in our process?
== What did I learn?
* My doubts about lean come from my perception of an *overly tool based focus when it comes to applying lean*. As http://dannorth.net/2008/06/learning-to-lean[Dan points out] those just learning a technique require tools and practices to apply but I don't believe this can work in the long run. I was therefore very pleased that early on the author recognised this problem and points out that to achieve proper results from applying Toyota's approach we need more than tools and that *lean needs to 'permeate an organisation's culture'*.
* The concept of *learning by doing* was one that came across as being very important and it was emphasised constantly throughout the book. This can certainly be applied in software development, and it is actually often quicker just to try out things and see what happens rather than spending huge amounts of times reading up on the best approach. This is actually something I have learnt several times over the last few weeks and reminded me of something Scott Young posted http://www.scotthyoung.com/blog/2008/10/30/is-reading-making-you-stupid/[questioning the value of reading] when we're not actually doing the things we're reading about.
* It was interesting to note the *similarities between mass production thinking and waterfall* compared to the Toyota/lean/agile approach to solving the same problem. My favourite quote referring to this was:
+
____
What is the ideal way to organize your equipment and processes? In traditional mass production thinking\...,the answer seems obvious: group similar machines and similarly skilled people together.
____
+
This is a completely different approach to the cross functional teams that we assemble for agile projects and which are used in Toyota.
* I liked the idea of poka yoke - devices used to make it impossible for an operator to make a mistake. The emphasis is on *fixing the process rather than blaming the person*. I think this is quite a useful idea to take into the world of software development although I think in the agile world at least there is more emphasis on working together rather than blaming each other for mistakes.
* Throughout the book there was an emphasis on working out *how we can add value to the customer* - the idea being that the next stage or process is our customer. Often when we think of the customer it's only the customer right at the end of the process so this was an interesting difference. In general the book emphasises Toyota's process focus over the final outcome. I like this idea because there is a lot more to be learnt when it comes to reflecting on our process instead of just the result from my experience.
* Although most of the book and indeed most of the previous material I have come across about lean and Toyota talks about removing waste and non value added processes, the underlying idea of *continuous improvement* was what I found the most intriguing. Ideas such as stopping the line if there's a problem in order to improve that part of the process and expecting for the line to be stopped otherwise there will never be any improvement are concepts that would be quite unusual to many western businesses I would imagine. I think the 'stopping the line' idea can be applied in software development to raise problems when they arise as well. This way we can get everyone involved in trying to solve the problem rather than just letting one person struggle with it. I think this idea is partially applied with regards to the continuous integration build status but it would be unusual to see the whole team stop doing their work because it was red.
* Early on in the book the TPS House was mentioned - the idea being that everything must be strong from the use of the tools to the belief in the philosophy. It seemed to me from reading this that *applying Toyota's ideas successfully is an all or nothing* game - i.e. it would be very difficult to be successful in the long term by just picking and choosing certain ideas without having the other ones to support them.
* Again I came across the idea that it takes 10 years to become an http://www.sciam.com/article.cfm?id=the-expert-mind[expert], or 10 years to really get The Toyota Way and use it in a sustainable way.
== In Summary
The lean terminology (inventory, waste, etc) has become much more widely used on the last couple of projects I have worked on so it is good for me to have read this book as I now have a better understanding of what people are talking about. This served as a very good introductory book around this area.
I was worried that the book wouldn't be that applicable to me as a software developer but I was able to see the parallels between how what we do and what is done in manufacturing have similarities. The next book for my lean learning will be The Poppendieck's 'http://www.amazon.co.uk/Lean-Software-Development-Agile-Toolkit/dp/0321150783/ref=sr_1_1?ie=UTF8&s=books&qid=1227012935&sr=8-1[Lean Software Development]' | null | null | [
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] | the-toyota-way-book-review | https://markhneedham.com/blog/2008/11/19/the-toyota-way-book-review |
false | 2008-11-26 20:46:09 | Dave Thomas on Cloud Computing | [
"microsoft",
"cloud",
"amazon",
"google"
] | [
"Software Development"
] | I went to see Object Mentor's Dave Thomas give a talk about cloud computing on Tuesday evening in a combined meeting of the http://sydneyaltdotnet.blogspot.com/[Sydney Alt.NET] user group and several others.
I'd not seen him speak before but several colleagues had seen him at JAOO earlier this year so he came highly recommended.
We started off with a plug for the http://jaoo.com.au/[JAOO Australia 2009] conference which will again be in Brisbane and Sydney at the beginning of May. I've not been to a JAOO conference before but just looking through http://jaoo.com.au/sydney-2008/schedule/monday.jsp[last year's slides] and looking at the quality of the speakers is enough to tell you it's worth attending.
After that we moved onto his view on cloud computing, which I'm told was quite similar to one he gave at JAOO called 'http://jaoo.com.au/sydney-2008/presentation/Next+Generation+IT+-+Life+after+Jurassic+Middleware[Next Generation IT - Life After Jurassic Middleware]'.
I've heard about http://en.wikipedia.org/wiki/Cloud_computing[cloud computing] but not much more beyond that so it was quite the learning experience for me. Some of the more interesting things he spoke about:
* The opening part of the presentation spoke of the pain that we have created for ourselves in the software world with *over complex solutions* to problems which the majority of the time are just moving data from A to B and doing CRUD operations. He was particularly damning of Java and ORM in this section of the talk.
* The main idea around cloud computing was that we should be able to *develop and deploy applications quickly*. We shouldn't have to rely on a production support team to deploy and take care of our application i.e. throw it over the fence, but should take responsibility for it. Deploying to the cloud gives us the ability to do this.
* Services should be all about having a *simple API and hiding the complexity* behind this so that the consumer doesn't have to worry about it. I guess this ties in quite tightly with encapsulation, but he spoke about the leaking of complexity that we see in many APIs which make them much more difficult to use.
* One idea I found interesting was that of *exposing legacy systems as atom feeds*. We often spend a lot of time trying to add tests around these systems to allow us to add new functionality, but this approach seemed to suggest just using them for their data and writing the code elsewhere.
* *Javascript is the language of the future* if Dave Thomas is proved correct. I have certainly been doing more Javascript work recently, in particular using http://jquery.com/[jQuery]. As Dave mentioned, the tools are not quite there for Javascript development but he believe they will be in the next year or two.
* In response to a question about some of the new features being planned in Java 7, he spoke of the need to choose the+++<strong>+++right language for the job+++</strong>+++ and his dislike of the current trend for object oriented languages to support functional programming concepts. The obvious thoughts here for me were that when it comes to parallel computing Erlang is best, for web development, Ruby, for client side development, C#. Of course we don't always have the choice when it comes to language as clients have to maintain what we have written but in an ideal world his ideas make sense.
Overall a humorous and interesting talk and one that has made me intrigued to learn more about cloud computing. | null | null | [
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] | dave-thomas-on-cloud-computing | https://markhneedham.com/blog/2008/11/26/dave-thomas-on-cloud-computing |
false | 2008-11-26 06:29:06 | Agile/Lean: All or Nothing? | [
"agile",
"lean"
] | [
"Agile"
] | While reading http://www.markhneedham.com/blog/2008/11/19/the-toyota-way-book-review/[The Toyota Way] one of the ideas which stood out for me was the constant mentioning of organisations which picked bits of The Toyota Way, implemented them, achieved some short term gains but then eventually these improvements and went back to the way they were before.
I noticed a similar theme coming out in the http://practicalagility.blogspot.com/2008/11/agile-circling-drain.html[series] http://codebetter.com/blogs/jeremy.miller/archive/2008/11/16/thoughts-on-the-decline-and-fall-of-agile.aspx[of] http://blog.objectmentor.com/articles/2008/11/16/dirty-rotten-scrumdrels[posts] in the last week or so about the http://jamesshore.com/Blog/The-Decline-and-Fall-of-Agile.html[decline of agile].
I have worked on several projects over the last couple of years with varying levels of agile being applied. I am aware that agile is considered to be something that you are rather than that you do but for this post agile refers to agile http://agilemanifesto.org/principles.html[principles] and http://www.agileadvice.com/archives/2006/09/practices_of_ag.html[practices].
I have noticed that it is much easier to get working software out the door when we follow these principles and practices but becomes way more difficult as soon as we are unable to follow some of them.
This is a similar idea to one I noticed in http://www.markhneedham.com/blog/2008/11/19/the-toyota-way-book-review/[The Toyota Way]:
____
Early on in the book the TPS House was mentioned - the idea being that everything must be strong from the use of the tools to the belief in the philosophy. It seemed to me from reading this that applying Toyota's ideas successfully is an all or nothing game - i.e. it would be very difficult to be successful in the long term by just picking and choosing certain ideas without having the other ones to support them.
____
One of the common misunderstandings about agile is that writing tests makes us move more slowly and that removing them will allow us to go more quickly. While this may be true in the short term it eventually catches up with us and we can look forward to long sessions with the debugger trying to work out why the code isn't working as we expected.
A couple of months ago I was considering whether there are any agile practices which are absolutely key to ensuring success. I ran this idea by several colleagues who all pointed out that it was the principles that were absolutely key and not necessarily the practices which are derived from them.
I believe we can therefore make a link between the practices and principles of agile, such that if we don't believe in thoroughly testing our code, for example, then we are not adhering to the principle of delivering working software or paying continuous attention to technical excellence.
Having said that I have also worked on projects where delivering frequently was not something which the business considered beneficial and we only delivered software at the end of the project. We did take the time to carry out practice deployments more frequently than that to ensure we knew the deployment process but there was no actual deliverable until right at the end, and despite not completely adhering to this principle we were still able to successfully deliver.
As Jeremy Miller points out in http://codebetter.com/blogs/jeremy.miller/archive/2008/11/16/thoughts-on-the-decline-and-fall-of-agile.aspx[his response] to the original post:
____
In the early days, XP was roundly criticized because every practice only seemed to be safe due to the existence of the other practices. Take one out, and the others weren't that great by themselves. I think that's more or less a fair criticism, but my response is simply to adopt, and effectively apply, everything you need to make Agile development successful.
____
Life is made much easier if everyone involved into the project buys into the agile or lean approach but even if they don't it is still possible to find ways to succeed, it just might be a bit more difficult. | null | null | [
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false | 2008-11-21 00:58:07 | Saff Squeeze: First Thoughts | [
"coding",
"kent-beck",
"debugging"
] | [
"Coding"
] | While practicing some coding by doing the http://sites.google.com/site/tddproblems/all-problems-1/Roman-number-conversion[Roman number conversion] last weekend I came across an article by Kent Beck which talked of a method he uses to http://www.threeriversinstitute.org/HitEmHighHitEmLow.html[remove the need to use the debugger] to narrow down problems.
He calls the method the '*Saff Squeeze*' and the basic idea as I understand it is to write the original failing test and then inline the pieces of code that it calls, adding assertions earlier on in the code until the actual point of failure is found.
The thinking behind this is that we will now have another much smaller test which we can add to our test suite although he did point out that it may take longer to solve the problem this way rather than using the debugger.
I'm not a fan of debugging through code and I believe if we are using TDD effectively then it should http://www.thekua.com/atwork/2007/10/test-driven-development-requires-less-debugging/[reduce the need to use the debugger].
When I got a bit stuck with the parsing of the input for my Roman number conversion I decided this would be a good time to give the approach a trial run.
The actual problem was that I was trying to parse a value such as 'XI' by called String.split("") which looking back of course was ridiculous. This was resulting in an array with 3 values - X,I and "" - which then gave a null pointer exception when I tried to convert it to a numeric value.
Applying the Saff Squeeze allowed me to narrow down this problem and change the implementation when I realised my approach was never going to work.
Although I wasn't able to keep the test which I had created from all the inlining, it did become clear to me from this exercise that my tests around certain areas of the code were not fine grained enough. I find I lose the discipline a bit when I test from the outside in which is something I am trying to improve. This method proved to be a good way of keeping me honest.
Kent suggested that it would take much longer to debug using this approach but I found I was able to solve my problem almost as quickly as if I had debugged through it with the added benefit that I wrote a few extra tests while I was narrowing down the problem.
It is certainly an interesting approach although one which I need more practice with before trying to introduce it into a work environment. | null | null | [
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] | saff-squeeze-first-thoughts | https://markhneedham.com/blog/2008/11/21/saff-squeeze-first-thoughts |