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Twelve ASX stocks with record growth since 2000

I recently built a little web app called What If Stocks, to answer the question: based on a start and end date, and a pool of stocks and historical prices, what would have been the best stocks to invest in? This app isn't rocket science, it just ranks the stocks based on one simple metric: change in price during the selected period.

I imported into this app, price data from 2000 to 2018, for all ASX (Australian Securities Exchange) stocks that have existed for roughly the whole of that period. I then examined the results, for all possible 5-year and 10-year periods within that date range. I'd therefore like to share with you, what this app calculated to be the 12 Aussie stocks that have ranked No. 1, in terms of market price increase, for one or more of those periods.


DNA: the most chaotic, most illegible, most mature, most brilliant codebase ever

As a computer programmer – i.e. as someone whose day job is to write relatively dumb, straight-forward code, that controls relatively dumb, straight-forward machines – DNA is a fascinating thing. Other coders agree. It has been called the code of life, and rightly so: the DNA that makes up a given organism's genome, is the set of instructions responsible for virtually everything about how that organism grows, survives, behaves, reproduces, and ultimately dies in this universe.

Most intriguing and most tantalising of all, is the fact that we humans still have virtually no idea how to interpret DNA in any meaningful way. It's only since 1953 that we've understood what DNA even is; and it's only since 2001 that we've been able to extract and to gaze upon instances of the complete human genome.

Watson and Crick showing off their DNA model in 1953.

Watson and Crick showing off their DNA model in 1953.

Image source: A complete PPT on DNA (Slideshare).

As others have pointed out, the reason why we haven't had much luck in reading DNA, is because (in computer science parlance) it's not high-level source code, it's machine code (or, to be more precise, it's bytecode). So, DNA, which is sequences of base-4 digits, grouped into (most commonly) 3-digit "words" (known as "codons"), is no more easily decipherable than binary, which is sequences of base-2 digits, grouped into (for example) 8-digit "words" (known as "bytes"). And as anyone who has ever read or written binary (in binary, octal, or hex form, however you want to skin that cat) can attest, it's hard!

In this musing, I'm going to compare genetic code and computer code. I am in no way qualified to write about this topic (particularly about the biology side), but it's fun, and I'm reckless, and this is my blog so for better or for worse nobody can stop me.


Mobile phone IMEI whitelisting in Chile and elsewhere

Shortly after arriving in Chile recently, I was dismayed to discover that – due to a new law – my Aussie mobile phone would not work with a local prepaid Chilean SIM card, without me first completing a tedious bureaucratic exercise. So, whereas getting connected with a local mobile number was previously something that took about 10 minutes to achieve in Chile, it's now an endeavour that took me about 2 weeks to achieve.

It turns out that Chile has joined a small group of countries around the world, that have decided to implement a national IMEI (International Mobile Equipment Identity) whitelist. From some quick investigation, as far as I can tell, the only other countries that boast such a system are Turkey, Azerbaijan, Colombia, and Nepal. Hardly the most venerable group of nations to be joining, in my opinion.

As someone who has been to Chile many times, all I can say is: not happy! Bringing your own mobile device, and purchasing a local SIM card, is the cheapest and the most convenient way to stay connected while travelling, and it's the go-to method for a great many tourists travelling all around the world. It beats international roaming hands-down, and it eliminates the unnecessary cost of purchasing a new local phone all the time. I really hope that the Chilean government reconsiders the need for this law, and I really hope that no more countries join this misguided bandwagon.


A lightweight per-transaction Python function queue for Flask

The premise: each time a certain API method is called within a Flask / SQLAlchemy app (a method that primarily involves saving something to the database), send various notifications, e.g. log to the standard logger, and send an email to site admins. However, the way the API works, is that several different methods can be forced to run in a single DB transaction, by specifying that SQLAlchemy only perform a commit when the last method is called. Ideally, no notifications should actually get triggered until the DB transaction has been successfully committed; and when the commit has finished, the notifications should trigger in the order that the API methods were called.

There are various possible solutions that can accomplish this, for example: a celery task queue, an event scheduler, and a synchronised / threaded queue. However, those are all fairly heavy solutions to this problem, because we only need a queue that runs inside one thread, and that lives for the duration of a single DB transaction (and therefore also only for a single request).

To solve this problem, I implemented a very lightweight function queue, where each queue is a deque instance, that lives inside flask.g, and that is therefore available for the duration of a given request context (or app context).


How successful was the 20th century communism experiment?

During the course of the 20th century, virtually every nation in the world was affected, either directly or indirectly, by the "red tide" of communism. Beginning with the Russian revolution in 1917, and ostensibly ending with the close of the Cold War in 1991 (but actually not having any clear end, because several communist regimes remain on the scene to this day), communism was and is the single biggest political and economic phenomenon of modern times.

Communism – or, to be more precise, Marxism – made sweeping promises of a rosy utopian world society: all people are equal; from each according to his ability, to each according to his need; the end of the bourgeoisie, the rise of the proletariat; and the end of poverty. In reality, the nature of the communist societies that emerged during the 20th century was far from this grandiose vision.

Communism obviously was not successful in terms of the most obvious measure: namely, its own longevity. The world's first and its longest-lived communist regime, the Soviet Union, well and truly collapsed. The world's most populous country, the People's Republic of China, is stronger than ever, but effectively remains communist in name only (as does its southern neighbour, Vietnam).

However, this article does not seek to measure communism's success based on the survival rate of particular governments; nor does it seek to analyse (in any great detail) why particular regimes failed (and there's no shortage of other articles that do analyse just that). More important than whether the regimes themselves prospered or met their demise, is their legacy and their long-term impact on the societies that they presided over. So, how successful was the communism experiment, in actually improving the economic, political, and cultural conditions of the populations that experienced it?


Using Python's namedtuple for mock objects in tests

I have become quite a fan of Python's built-in namedtuple collection lately. As others have already written, despite having been available in Python 2.x and 3.x for a long time now, namedtuple continues to be under-appreciated and under-utilised by many programmers.

# The ol'fashioned tuple way
fruits = [
    ('banana', 'medium', 'yellow'),
    ('watermelon', 'large', 'pink')]

for fruit in fruits:
    print('A {0} is coloured {1} and is {2} sized'.format(
        fruit[0], fruit[2], fruit[1]))

# The nicer namedtuple way
from collections import namedtuple

Fruit = namedtuple('Fruit', 'name size colour')

fruits = [
    Fruit(name='banana', size='medium', colour='yellow'),
    Fruit(name='watermelon', size='large', colour='pink')]

for fruit in fruits:
    print('A {0} is coloured {1} and is {2} sized'.format(, fruit.colour, fruit.size))

namedtuples can be used in a few obvious situations in Python. I'd like to present a new and less obvious situation, that I haven't seen any examples of elsewhere: using a namedtuple instead of MagicMock or flexmock, for mocking objects in unit tests.


The Jobless Games

There is growing concern worldwide about the rise of automation, and about the looming mass unemployment that will logically result from it. In particular, the phenomenon of driverless cars – which will otherwise be one of the coolest and the most beneficial technologies of our time – is virtually guaranteed to relegate to the dustbin of history the "paid human driver", a vocation currently pursued by over 10 million people in the US alone.

Them robots are gonna take our jobs!

Them robots are gonna take our jobs!

Image source: Day of the Robot.

Most discussion of late seems to treat this encroaching joblessness entirely as an economic issue. Families without incomes, spiralling wealth inequality, broken taxation mechanisms. And, consequently, the solutions being proposed are mainly economic ones. For example, a Universal Basic Income to help everyone make ends meet. However, in my opinion, those economic issues are actually relatively easy to address, and as a matter of sheer necessity we will sort them out sooner or later, via a UBI or via whatever else fits the bill.

The more pertinent issue is actually a social and a psychological one. Namely: how will people keep themselves occupied in such a world? How will people nourish their ambitions, feel that they have a purpose in life, and feel that they make a valuable contribution to society? How will we prevent the malaise of despair, depression, and crime from engulfing those who lack gainful enterprise? To borrow the colourful analogy that others have penned: assuming that there's food on the table either way, how do we head towards a Star Trek rather than a Mad Max future?


Ten rival national top cities of the world

Most countries have one city which is clearly top of the pops. In particular, one city (which may not necessarily be the national capital) is usually the largest population centre and the main economic powerhouse of a given country. Humbly presented here is a quick and not-overly-scientific list of ten countries that are an exception to this rule. That is, countries where two cities (or more!) vie neck-and-neck for the coveted top spot.

Note: all population statistics are the latest numbers on relevant country- or city-level Wikipedia pages, as of writing, and all are for the cities' metropolitan area or closest available equivalent.


Orientalists of the East India Company

The infamous East India Company, "the Company that Owned a Nation", is remembered harshly by history. And rightly so. On the whole, it was an exploitative venture, and the British individuals involved with it were ruthless opportunists. The Company's actions directly resulted in the impoverishment, the subjugation, and in several instances the death of countless citizens of the Indian Subcontinent.

Company rule, and the subsequent rule of the British Raj, are also acknowledged as contributing positively to the shaping of Modern India, having introduced the English language, built the railways, and established political and military unity. But these are overshadowed by its legacy of corporate greed and wholesale plunder, which continues to haunt the region to this day.

I recently read Four Heroes of India (1898), by F.M. Holmes, an antique book that paints a rose-coloured picture of Company (and later British Government) rule on the Subcontinent. To the modern reader, the book is so incredibly biased in favour of British colonialism that it would be hilarious, were it not so alarming. Holmes's four heroes were notable military and government figures of 18th and 19th century British India.

Clive, Hastings, Havelock, Lawrence; with a Concluding Note on the Rule of Lord Mayo.

Clive, Hastings, Havelock, Lawrence; with a Concluding Note on the Rule of Lord Mayo.

Image source: eBay.

I'd like to present here four alternative heroes: men (yes, sorry, still all men!) who in my opinion represented the British far more nobly, and who left a far more worthwhile legacy in India. All four of these figures were founders or early members of The Asiatic Society (of Bengal), and all were pioneering academics who contributed to linguistics, science, and literature in the context of South Asian studies.


Where is the official centre of Sydney?

There are several different ways of commonly identifying the "official centre point" of a city. However, there's little international consensus as to the definition of such a point, and in many countries and cities the definition is quite vague.

Most reliable and most common, is to declare a Kilometre Zero marker as a city's (and often a region's or even a country's) official centre. Also popular is the use of a central post office for this purpose. Other traditional centre points include a city's cathedral, its main railway station, its main clock tower (which may be atop the post office / cathedral / railway station), its tallest building, its central square, its seat of government, its main park, its most famous tourist landmark, or the historical spot at which the city was founded.

Satellite photo of Sydney CBD, annotated with locations of

Satellite photo of Sydney CBD, annotated with locations of "official centre" candidates.

Image source: Satellite Imaging Corp.

My home town of Sydney, Australia, is one of a number of cities worldwide that boasts most of the above landmarks, but all in different locations, and without any mandated rule as to which of them constitutes the official city centre. So, where exactly in Sydney does X mark the spot?

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