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For 2021 - online Python 3 training - see ((here)).

Our plans were to retire in summer 2020 and see the world, but Coronavirus has lead us into a lot of lockdown programming in Python 3 and PHP 7.
We can now offer tailored online training - small groups, real tutors - works really well for groups of 4 to 14 delegates. Anywhere in the world; course language English.

Please ask about private 'maintenance' training for Python 2, Tcl, Perl, PHP, Lua, etc.
Programming with random numbers - yet re-using the same values for testing

There are certain programming jobs where you want to simulate / model random occurrences - for example to shuffle a pack of cards, or (a manpower planning example from many years back) work out whether people leave an organisation duirng a year; it's no good working with percentages as you'll end up with athird of a person here and half a person there when you really want to look at what the organisation might look like. And you cetrainly want random numbers if you're going to run a series of simulations to see how consistent your results are ... this is done with (for example) weather forecasting, where random noise is introduced into readings which are likely to be of high granulatity / limited accuracy.

One of the issues you'll have with "random" values is that they're not really random. For all intents and purposes - under most ciscumstances the built in functions / modules within programming language suffice, but if you're concerend, please do read the individual manuals carefully. But the are, typically, pseudo-random returning a number from a sequence that looks pretty random, and staring from a "seed" point which will differ every time you run the program - usually the start point will be based on the system clock.

A second issue you'll find when using random numbers is how to test your program. You'll get one set of results and perhaps spot what you think is a bug, you'll fix it and say "does it work now". And a test will, indeed work correctly. But you have to ask "did I fix the problem, or did the test just happen not to use that logic because of the sequence of random numbers used?". Fortunatley, in most langauges you can set your own seed, so that you can record the sequence start point and replay the same sequence if the need arises.

[here] is an example, written in Python from yesterdays, Python programming course.

  now = int(time())
  
  # Are we using an old seed
  if len(argv) > 1:
    now = int(argv[1])
    print "replay"
  
  # Set the seed and notify the user
  seed(now)
  print now


The seed normally used is from the system clock (an integer so we don't get rounding issues when reseeding) and it's reported back. Normal runs of the program differ second by second; add the old time value (which was reported back) on the end of the Python command if you want to re-run a previous set of data.
(written 2016-06-22, updated 2016-06-23)

 
Associated topics are indexed as below, or enter http://melksh.am/nnnn for individual articles
Y117 - Python - Already written modules
  [2020] Learning Python - many new example programs - (2009-01-31)
  [2506] Good example of recursion in Python - analyse an RSS feed - (2009-11-18)
  [2890] Dates and times in Python - (2010-07-27)
  [2931] Syncronise - software, trains, and buses. Please! - (2010-08-22)
  [3442] A demonstration of how many Python facilities work together - (2011-09-16)
  [3465] How can I do an FTP transfer in Python? - (2011-10-05)
  [3479] Practical Extraction and Reporting - using Python and Extreme Programming - (2011-10-14)
  [4085] JSON from Python - first principles, easy example - (2013-05-13)
  [4086] Cacheing class for Python - using a local SQLite database as a key/value store - (2013-05-14)
  [4441] Reading command line parameters in Python - (2015-02-23)
  [4452] Binary data handling - Python and Perl - (2015-03-09)
  [4697] Month, Day, Year number to day of week and month names in Python - English and Swedish - (2016-06-23)
  [4708] Scons - a build system in Python - building hello world - (2016-10-29)
  [4710] Searching a Json or XML structure for a specific key / value pair in Python - (2016-10-30)


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Lisa writes - on the referendum vote today
Programming with random numbers - yet re-using the same values for testing
Melksham Rail Development Group becoming Melksham Rail Users Group
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This is a page archived from The Horse's Mouth at http://www.wellho.net/horse/ - the diary and writings of Graham Ellis. Every attempt was made to provide current information at the time the page was written, but things do move forward in our business - new software releases, price changes, new techniques. Please check back via our main site for current courses, prices, versions, etc - any mention of a price in "The Horse's Mouth" cannot be taken as an offer to supply at that price.

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