This has been a strange year for me for writing in that most of it has gone elsewhere. I started writing a paid column for an online Amazon Web Services magazine called SearchAWS.com.
If you're interested in AWS you might find these articles interesting:
Setting Up Your First AWS Instance
CloudWatch Terms and Definitions
CloudWatch Alerts and Alarms
The Inner Workings of AWS Autoscaling
Combat a common error with AWS EC2 instances
Your Mission's Not That Critical
Demystifying AWS and Docker
I've also started writing for LinkedIn Pulse News. These stories are my own observations on the software industry and on being a software developer (hopefully with the occasional insight on the wider world). If you'd like to check those out you can visit:
Terminating BYOD
Escalating TO-DOs
Taking a collaboration clue from programmers'...
How hard is the paperwork to take time off?
Don't Waste My Time
"And" is a four letter word
When we're as big as Google...
The Moral of the story isn’t balance…
Facebook quizes as advertising
As always I'd love to hear comments from you, either here or on those pages. If you have topics you'd like covered please let me know that as well.
Thanks.
Wabi Sabi Software
The Wabi Sabi aesthetic is sometimes described as one of beauty that is "imperfect, impermanent, and incomplete". This blog is about applying that aesthetic to software, cognition and philosophy.
Wednesday, December 24, 2014
Thursday, May 29, 2014
I am now writing for SearchAWS.com a web magazine for the Amazon Web Services space
I've started a new writing venture, writing "tips" for a new web magazine devoted to the Amazon Web Services space. These tips are short (600 word) explanations of how to do various AWS tasks or how to understand aspects of Amazon's offerings.
Many of the tips seem to be evolving into two part series: an overview and background tip followed by a cookbook style tip. I've taken this approach because I find that many aspects of AWS only make sense if you understand the perspective they are coming from. They also have a fair amount of non-standard terminology that can be a road block until the terms are explained.
So far I've written on AWS registration, creating your first instance, and understanding CloudWatch. Please check out searchaws.com and let me know if you have suggestions for topics. Thanks.
Many of the tips seem to be evolving into two part series: an overview and background tip followed by a cookbook style tip. I've taken this approach because I find that many aspects of AWS only make sense if you understand the perspective they are coming from. They also have a fair amount of non-standard terminology that can be a road block until the terms are explained.
So far I've written on AWS registration, creating your first instance, and understanding CloudWatch. Please check out searchaws.com and let me know if you have suggestions for topics. Thanks.
Monday, November 18, 2013
Random observations from Amazon's re:Invent conference
I just returned from Amazon's re:Invent developers conference and had a few social observations.
a) the gender breakdown seemed to be about 99% male which is depressing
b) every presentation I saw was given on a MacBook
c) in the audiences I saw people taking notes on iPads and all manner of 7 inch tables (its hard to distinguish iPad Mini from Kindle Fire from generic Android at a distance.
d) I think I saw a couple of PC laptops during the week and I saw zero Surface tablets.
e) I did for the first time see two people wearing Google Glasses and I heard the term Glass-hole!
f) The Venetian hotel has a truly amazing recreation of Saint Marks Square…they basically built a IMAX like curved ceiling over the entire indoor plaza creating a realistic impression of being outdoors.
g) the technology part of the conference (the real point after all) was of course very cool and compelling but thats a post for another day!
a) the gender breakdown seemed to be about 99% male which is depressing
b) every presentation I saw was given on a MacBook
c) in the audiences I saw people taking notes on iPads and all manner of 7 inch tables (its hard to distinguish iPad Mini from Kindle Fire from generic Android at a distance.
d) I think I saw a couple of PC laptops during the week and I saw zero Surface tablets.
e) I did for the first time see two people wearing Google Glasses and I heard the term Glass-hole!
f) The Venetian hotel has a truly amazing recreation of Saint Marks Square…they basically built a IMAX like curved ceiling over the entire indoor plaza creating a realistic impression of being outdoors.
g) the technology part of the conference (the real point after all) was of course very cool and compelling but thats a post for another day!
Wednesday, October 2, 2013
New article at PragPub
I have another article published at PragPub. That used to be a free publication but they've had to start charging (a very small and reasonable fee) for the magazine. You can get to the paid magazine at www.swaine.com/pragpub.
They are taking a very open approach and allowing authors such as myself to provide free links to our articles. So, here is a link to a copy of that article: hAppsVsWebFinal.pdf
As always, comments are welcome.
Thursday, September 12, 2013
How to Setup Amazon CloudWatch to Send Alarm Emails
Amazon Web Services are very powerful and some things are harder than you might expect. Getting an email notification that something is wrong is one of those things. I originally wrote this up so that I would remember next time I needed it and then decided it might be helpful to others.
You need to set up several things to get this to work. You need a metric, which is some value that indicates if the system is ok or not. You need an alarm that fires when that metric indicates failure. You need an SNS topic to get notified when an alarm fires. And lastly you need a subscription to that topic which a where you specify a phone number or email to receive the alarm notification.
You need to set up several things to get this to work. You need a metric, which is some value that indicates if the system is ok or not. You need an alarm that fires when that metric indicates failure. You need an SNS topic to get notified when an alarm fires. And lastly you need a subscription to that topic which a where you specify a phone number or email to receive the alarm notification.
create a subscription…some place to send the
notification
HTTP, HTTPS, email, sms, SQS
and protocol specific “endpoint”
You will receive a confirmation email, text, etc. depending on the protocol you
specified asking if you really want to create this subscription.
Create a Cloud Watch metric named
ZkServerCount
"mon-put-data" is used both to put the data and to create the metric itself if it doesn’t
already exist.
We use the command line to create
the metric because CloudWatch seems to have a problem if you have defined a lot
of metrics…and its easy to create a lot of metrics. Each instance you create automatically gets half a dozen
standard metrics and those metrics live for 14 days regardless of how long your
instance lives. If you create thousands
of worker instances you seem to
overwhelm the CloudWatch gui.
We’ve reported this as a bug and are working with Amazon about it but in
the meantime we use the command line to create metrics.
Setting up to use the command
line
setup
environment vars as described in README.TXT. You must in particular setup the AWS_CLOUDWATCH_HOME
variable
set up
credentials as per the readme.
Run this command which will both create the metric and give it its first
value of three: mon-put-data –metric-name
ZkServerCount –namespace MyNameSpace –timestamp 2013-08-25T00:00:00Z – value 3
Create a Cloud Watch metric alarm
based on that metric; this alarm will fire when the
metric’s value is less than 3:
bin/mon-put-metric-alarm –alarm-name zk-mon
–alarm-description “Alarm upon zookeeper server failure” –metric-name
ZkServerCount –namespace MyNameSpace –statistic Average –period 300 –threshold
3 –comparison-operator LessThanThreshold –evaluation-periods 1 –alarm-actions
arn:aws:sns:us-east-1:abc123:ZooKeeper_failure<
Create some code that will
periodically run the mon-put-data command from step 2 above. This looks like a lot of code to put a single value into the system but
bear in mind that this includes some one-time setup, and that you can add multiple
values at a time.
public void putMetric() {
BasicAWSCredentials
credentials =
BasicAWSCredentials(ACCESS_KEY, SECRET_KEY);
AmazonCloudWatchClient acwc
= new AmazonCloudWatchClient(credentials);
Double metricValue = 3.0;
MetricDatum datum2
= new MetricDatum().
withMetricName(INSTANCE_COUNT_METRIC_NAME).
withTimestamp(new
Date()).
withValue(metricValue).
withUnit(StandardUnit.Count);
PutMetricDataRequest putMetricDataRequest = new PutMetricDataRequest().
withNamespace(FRAGMENT_NAMESPACE).
withMetricData(datum1, datum2, datum3);
acwc.putMetricData(putMetricDataRequest);
}
}
When you are all done its of course a good idea to trigger the condition manually just to make sure you actually do get that text or email that you really don't want to get for real!
Saturday, April 6, 2013
Moving to Agile: estimates and promises
In transitioning a legacy team to agile the issue of estimates vs promises and how engineers and management interprets them is acknowledged as key. Management often asks engineers for estimates and then treats the answers as promises. This leads to a whole set of problems which are documented in the agile literature. I often think that communications difficulties can be helped by reversing a situation so lets try that here.
I wonder if we can help clarify the difference between estimates and promises by asking management for an estimate. “If my team gives you product X by date Y will you give us a specific level bonus?”. Any management I’ve seen will say they can’t promise a specific bonus in the future because there are too many free variables.
To which we say “exactly”.
If instead we say “we believe we have an 80% chance of hitting date Y with feature set Z” might we get them to say “there’s a 75% chance of getting a bonus of D dollars”? As we got closer and closer to the target release date might we get them to reduce the uncertainly of our bonus level as we reduce the uncertainly of the feature set?
I don’t think most management would actually do this but it might help them see our estimates in a new light.
Tuesday, March 26, 2013
Is It Coding in Scala or Coding With Courage And Humility That Matters?
Scala is all the rage these days, replacing its legacy
cousin Java in the hearts and minds of all the cool kids. Admitting that you still code in Java
is the geek’s equivalent to saying you drive a mini-van and don’t have a
twitter handle. We’ve all heard
the proclamations of how much more powerful and succinct Scala is..and I’ll
admit to having done some of that myself.
While not dismissing those statements, because I do in fact find Scala to be a
better language, I think there is
another cluster of factors at work here as well. Those factors are courage and humility.
There is a correlation between Java and large, often
distributed teams. This may
be largely in part due to the relative age of the language. It is established and “mature” to use a
kind word. If you have a 50-100
person development shop with offices in the US as well as in some subset of China,
India, Russia you are very likely
to be a Java shop. If you have
maintenance or sustaining teams as well as a development team you are likely to
be a Java shop. If you spend a
fair bit of your time on “process” you are likely to be a Java shop.
Notice that I said “likely”. There are lots of counter examples. My own company uses Java and we have
only three programmers. None the
less, I think the preceeding statements are generally
true.
So what? Well,
my assertion is that along with large, process oriented and distributed comes
the notion of lowest common denomenator coding. As the size and geographic distribution of your team grows
so does concern about “those other
programmers” being able to understand and maintain your code. That leads us to want to standardize
and simplify the code. We want to
make the code clear to that possibly junior coder who may be new to the
project, who may never have absorbed the designs, and who many not be familiar
with the code base.
This leads us to write code like:
public int
calculateTheValue(long someInput, long someOtherInput) {
long intermediateOne = someInput * getSomethingElse();
intermediateOne += someOtherInput;
intermediateOne = someMethod();
….
return intermediateOne;
}
long intermediateOne = someInput * getSomethingElse();
intermediateOne += someOtherInput;
intermediateOne = someMethod();
….
return intermediateOne;
}
There is nothing wrong with this code and to a newbie its
certainly more accessible than:
public int calculateTheValue(long
someInput, long someOtherInput) {
return somethingElse(someInput, someMethod(someOtherInput));
}
return somethingElse(someInput, someMethod(someOtherInput));
}
The problem is that 10 lines of code versus 3 for every
method in your system results in a sea of code where you literally can’t see
the forest for the trees. I can
tell what each individual line of code does but I have no
idea why because I can never see more
than 0.01% of the code on my screen at a time.
Some readers might protest at this point that this is all
just formatting and Eclipse or Emacs could in principal convert between these
two representations. To which I
say: not so much.
The functional approach is all about the composition of a
method from a collection of existing functions. In this approach it is clear that the new method is “just”
using the existing methods. The
new method has no logic per se other than using the output of other…presumably
well named and tested functions.
In the more familiar Java approach each method is a new
creation created out of whole cloth.
It might do any old thing it wants. In this case freedom and creativity are to be
considered bad things. Each method
must be examined line by line to see what it might be doing. Lets look at a bit of open source code
I’m actually currently debugging:
int
to = readTimeout - clientCnxnSocket.getIdleRecv();
int timeToNextPing = (readTimeout / 2) - clientCnxnSocket.getIdleSend();
if (timeToNextPing <= 0) {
sendPing();
clientCnxnSocket.updateLastSend();
} else {
if (timeToNextPing < to)
to = timeToNextPing;
}
clientCnxnSocket .doTransport(to);
int timeToNextPing = (readTimeout / 2) - clientCnxnSocket.getIdleSend();
if (timeToNextPing <= 0) {
sendPing();
clientCnxnSocket.updateLastSend();
} else {
if (timeToNextPing < to)
to = timeToNextPing;
}
clientCnxnSocket .doTransport(to);
After some period of study we can see that this code has two
variables related to time outs: “to” and “readTimeOut”. Based on the results of two “getIdle”
calls we might send a ping, and then we mutate “to” in a couple of possible
ways and then use it as a parameter to a socket call. Further investigation reveals that “to” is the length of
time the socket method may spend in a blocking “select” call. Thus, “to” is related to how long we
can block before sending another ping.
I’ve spent the last couple of hours trying to track down a
bug in this system and the problem is that every single line is ontologically
at the same level. By that I mean
that any of them could have or be a side effect, any could do something other
than whats expected and the gestalt of what this code fragment intends can only
be gleaned by close study.
I’ll assert that the following code does not suffer from
those flaws:
if(timeToPing())
sendPing();
clientCnxnSocket(safeTimeToWaitForRead());
clientCnxnSocket(safeTimeToWaitForRead());
And that brings us to the humility side of the
equation. Its ok to write little
one line functions that just do the one thing that their name implies. TimeToPing is not a function you will
put on your resume. You will not
proudly show it to your coworkers.
You will not tell your husband/wife/partner about the amazing bit of
code you wrote today. This one
line function will sit there quietly, unnoticed…working.
If we have the humility to write simple functions and then
have the courage to combine them into composite functions without extraneous
scafolding and temporary mutable variables then we have a chance to achieve
greatness…even in a legacy language.
To be sure, there are things that are trivial in Scala that
simply can not be done in Java. I
know of no way to annotate a method to indicate that it does or doesn’t ever
return null. We recently
changed such a method to never return null. There is no way however to find all the code that’s now unncessary. Or assuming we had made the opposite
change…to find the code that was not an NPE timebomb. [1]
In Scala of course if your
function might return a Foo but might return nothing you return an
Option(Foo)…and function’s callers must deal with the Option(Foo) or they will
not compile. This isn’t fixed in
Java 7, nor will it be fixed inJava’s 8, 9 or 10. Null is just baked into the language.
Java isn’t going to be “replaced” by any of the newer
languages. It will continue to
lose market share but will command a large segment of the market for the
foreseeable future. Its also clear
that Java will continue to evolve and will over time gain missing features such
as lamda expressions and better package structure. Other things like null and the Generics system are likely to
be with us to the bitter end. For good or bad erasures and
generics are part of the language now and forever. Java 8 sprinkles a bit of syntactic sugar allowing the
second repeat of the type to be omitted as in:
HashMap myHashMap = new HashMap<>();
but that’s a fairly trivial improvement in this age of
modern type inference languages.
What this means is that engineers working with Java need to
do the best they can with a 15 year old language. Courage and Humility can help with that.
[1] Yes, we
could use PMD but that just points out that there is no support for such things
in the language itself.
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