Converting webp files to more familiar formats in Ubuntu

With Google's efforts at better image compression, came an acquisition that gave rise to the webp image format. Although it was announced in 2010, I was surprised that Ubuntu 16.04 didn't support it natively.
To use it with Gimp, you need one of the latest versions. Good news is, ImageMagik supports it if you install webp. Once installed, you can batch convert your webp files to png too. Two simple steps.

To install:
sudo apt-get install webp

To convert all webp files in a directory to png:
find ./ -name "*.webp" -exec dwebp {} -o {}.png \;

 

The precious thing your school and company steals from you: Sleep

More than seven years of noting observations and trying to correlate the causes of severe eye strain and poor vision, led me to the root cause: The lack of uninterrupted deep sleep for seven to eight hours every night. The funny part is, that if you ask anyone if they are getting enough sleep, they'll immediately say "yes", even though they are actually getting only around four or six hours of bad sleep. Even I said "Yes" to the first doctor who asked if I was getting sufficient sleep (when my eye strain was at its severest and I was getting only 4 hours sleep).

There are bodily repair processes that do not get completed if deep sleep is interrupted before 8 hours, and the debt accumulates over the years. I've confirmed this multiple times. There's a huge difference between "resting" and "8 hours uninterrupted sleep". I have good reason to say it's the lack of sleep and lack of proper nutrition that end up giving people weak vision and a lot of other health issues. Six hours or four hours sleep is not enough. The people who have been insisting for all these decades about seven to eight hours, were always correct.

Did these affect you?

• Children being woken up early for school.
• Children being told to stay awake late or wake up early to study during exams.
• Children staying up late to watch TV or play video games etc.
• Adults being forced to work late due to deadlines.
• Having to use an alarm clock to wake and not be late for work or to cook breakfast.
• Doctors being woken up for emergency cases.
• Family members of patients being woken up during a hospital stay.
• Taxi drivers and auto-rickshaw drivers losing sleep to make ends meet.
• Phone calls and extraneous noises when sleeping.
• Health issues that cause people to wake up once or more at night.
• Improperly cooked food or adulterants or burnt particles in food affecting the digestive system and causing sleep loss.

Sleep Requirements researched by the National Sleep Foundation.

Is there anything we can do to change the culture of sleep loss?

• Insist on properly cooked, unadulterated, un-burnt, healthy food and water at home, canteens and restaurants.
• Allow for flexible work cultures and work-from-home options.
• Allow schools, colleges and offices to begin at 11am for some people (night-birds) and at 9am for other people (larks). 
• Spread awareness of this at school level and get a buy-in from parents and employers.
• Arrange for better work shifts and recruit more people to handle workload.

We need to create ways to make this happen in a cut-throat rat-race. We've been through centuries of brainwashing about the heroics of equating hard-work with not sleeping. The question to ask institutions and companies is: "How many people's health are you permanently willing to ruin in order to make a living?". Losing sleep even occasionally is not good. Don't allow people to nudge you into it. Don't nudge children into it.

There's no heroism in losing sleep for school or office. It's an idiotic thing to do. What can we do to change this culture?

Healing eye strain: https://nrecursions.blogspot.com/2018/03/eye-strain-is-not-caused-by-digital.html

Copy pasting and clearing screen in the Ubuntu terminal

Copy pasting with Ctrl+c and Ctrl+v works fine on the MacOS terminal, but doesn't work in Ubuntu. I assumed this may be some security feature or because Ctrl+c is the age-old command for an interrupt, so I didn't give it much thought and just used the mouse to copy paste.

But today it just struck me that I should find out the real reason, and viola! It's just a matter of pressing Shift.

To copy:
Shift+Ctrl+c

To paste:
Shift+Ctrl+v

and as a bonus:
To clear screen on the terminal:
Ctrl+L

This clear screen also supposedly works in Matlab, MySQL etc., though I can confirm it works on the Python terminal.

Aquaplaning, and how to avoid it

Long back, I was curious about why Formula One racing cars had such "smooth" tyres. The racing slicks. Turns out, when there's no water on the road, it's actually more beneficial for more of the tyre to make contact with the road and provide more grip. Having grooves would lessen the grip. When the road is wet however, the grooves/treads on the tyres are absolutely necessary to prevent aquaplaning. The rain tyres allow water on the road to enter the grooves, thus allowing the remaining part of the tyre to make contact with the road and give better grip. Without this, the car would go completely out of control.

Exactly the same principle is used when designing footwear. The process of cutting such slits is called Siping. Recently, I purchased a new pair of rubber slippers and noticed that it didn't give any grip on wet surfaces. I even slipped and fell down once.

On examining the sole, I realized why.

No grooves.

So I took a knife and cut out some crude grooves all along the front, mid and back portions of the slippers. Just these crude grooves were enough to give a good grip on wet surfaces. I also wrote to the company, chiding them for not considering this basic design element. They wrote back thanking me for the valuable feedback and stating that they were the number one footwear brand in the country. The number one brand? With a safety aspect like this disregarded, I definitely don't consider them number one, but I'd be willing to consider it if they make the necessary design changes.

Realtime plotting in Python

If you intend to create plots/graphs with Python, your first choice may be Matplotlib. Don't use it unless your plots are extremely simple and isn't expected to grow more demanding with time. I used Matplotlib for realtime graph plotting for a really tiny graph and it was disappointingly slow.

Then I came across PyQtGraph, and was impressed by the super-fast plotting speed and the mind-blowingly impressive variety of graphing functionality. Really. You gotta see this.

Install it using: pip install pyqtgraph
Run the examples with: python3 -m pyqtgraph.examples
And prepare to be impressed!!!

I've come to understand that the rendering is quick because the underlying code is in C/C++ and the Python bindings are merely meant for invoking that code.



Still, even though the graphs are very impressive, the non-linearity of the code examples and the lack of code comments make it really hard for a newbie to understand how to get a basic graph running.

Here's where I help. After spending an extraordinarily long time figuring it out on my own, I've created a simple, basic example with which you can create a realtime graph. Hope it helps...


import time
import random
import pyqtgraph as pg
from collections import deque
from pyqtgraph.Qt import QtGui, QtCore

class Graph:
    def __init__(self, ):
        self.dat = deque()
        self.maxLen = 50#max number of data points to show on graph
        self.app = QtGui.QApplication([])
        self.win = pg.GraphicsWindow()
       
        self.p1 = self.win.addPlot(colspan=2)
        self.win.nextRow()
        self.p2 = self.win.addPlot(colspan=2)
        self.win.nextRow()
        self.p3 = self.win.addPlot(colspan=2)
       
        self.curve1 = self.p1.plot()
        self.curve2 = self.p2.plot()
        self.curve3 = self.p3.plot()
       
        graphUpdateSpeedMs = 50
        timer = QtCore.QTimer()#to create a thread that calls a function at intervals
        timer.timeout.connect(self.update)#the update function keeps getting called at intervals
        timer.start(graphUpdateSpeedMs)   
        QtGui.QApplication.instance().exec_()
       
    def update(self):
        if len(self.dat) > self.maxLen:
            self.dat.popleft() #remove oldest
        self.dat.append(random.randint(0,100)); 

        self.curve1.setData(self.dat)
        self.curve2.setData(self.dat)
        self.curve3.setData(self.dat)
        self.app.processEvents()  
       

if __name__ == '__main__':
    g = Graph()
   
   

Unable to signout / logout of GMail?

The fact that GMail used via the mobile web browser has such a silly bug that didn't get fixed even after I reported it thrice, is a sad state of affairs.

Anyway, if the signout menu isn't appearing, simply type "google.com" in the address bar and you'll see a signout button at the top right corner.

That's it!

The 10X programmer

Can you call yourself a 10X programmer if you get work done ten times faster than other programmers or can do the work of 10 average programmers?
I don't think so.

There have been some discussions recently about 10X programmers, where some say it's a myth, some say it isn't, and some examine the logic of it. Even a CEO I knew, used to wish for a 10X programmer. He was completely bought into the concept, thinking that such programmers existed at top companies.

Here's my take on it:

Yes, there are programmers who can get work done faster than others.
Yes, there are programmers who are more expert at specific languages and skills than others.

But are any of the above programmers 10X? Nope! 

The measurement of 10X is not done based on how quickly a product was delivered with minimal errors.

10X is measured over a long duration based on:

• Whether requirements have been understood, documented and verified with the customer.
• Whether the software architecture and design patterns have been subject to peer-review from experienced people and is as future-proof as possible.
• Whether the software language and tools have been chosen based on careful evaluation, as per the requirements and anticipated changes.
• Whether version control, test-cases, bug-trackers, continuous integration and quality checks are performed.
• Whether the programmer and the team share a good chemistry and fit well into company culture.

Face it. It only makes sense to measure 10X over a span of many years. A programmer who delivers poorly planned code quickly may seem like a hero initially, but when (s)he gets hit by a bus or when more members are added to a team or when the client requests more changes and the software suddenly requires a complete overhaul, that's when you realize that the initial 10X advantage you thought you got (even in a startup), is actually much more costly than if you had invested time in ensuring the bulleted points mentioned above were fulfilled.

I've seen plenty of programmers and companies getting stuck with trying to deliver quickly and then ending up wasting more than double that time making up for errors and unaccounted factors. Moreover, working overtime, trying to be 10X can also get people burnt out with severe health problems; some of which may be irreversible.

Don't go for a 10X programmer. Go for good planning, documentation, execution and teamwork. 
That's where the real 10X is.

Solving the MokManager mmx64.efi Not Found errors and the missing Mok menu problem

Until I used Ubuntu 16.04, I didn't have much of a problem with UEFI. Just the first time it was confusing and took a while to find the solution, but everything else, like third party drivers and VirtualBox worked without problems.

But when trying to install Ubuntu 16.04.6, the system wouldn't even start. It showed the below message and shutdown.

Unable to find mmx64.efi file:

Failed to open \EFI\BOOT\mmx64.efi - Not Found.
Something has gone seriously wrong.

It sounded like Russel Peter's Dad saying "Somebody's gonna get hurt real bad".

For a long time, searching the internet didn't yield a solution, but some posts mentioned renaming grubx64.efi to mmx64.efi. The trouble with that is, that if you try to rename the file in Ubuntu, it won't work. Ubuntu shows you a totally different filesystem. You have to go to Windows. In Windows, you won't be able to see all the files in the pen drive. It just shows you one folder into which you have to navigate into, find the grubx64.efi file and rename it to mmx64.efi.
Viola! You'll now be able to boot from the pen drive.

Funny thing is, after installing Ubuntu, you have to rename that file on the pen drive back to grubx64.efi (and you have to do it in Windows; not in Ubuntu), or else you won't be able to boot from the pen drive.



Need to set the Mok state after reboot but the screen never shows up:

When installing VirtualBox or the third party drivers in Ubuntu, the screen says that on reboot, you'll have to type a password to enroll mok.

You'll notice VirtualBox generating a private key for Mok

However, when you reboot, you are never presented with any such mok screen.
What you are supposed to do to be able to see the mok screen is this:

• Go to BIOS. 
• In the security page, select the option to "specify a trusted key".
• Navigate to "Ubuntu".

• Select "mmx64.efi", give it a name like "MokManager" or anything you like, save and exit BIOS and come back to BIOS again.

• This time in the Boot screen you'll see new boot options. Select the "MokManager" option and move it to the top so that it boots first. Save and exit BIOS.

• Now when you boot you'll see the Mok menu from which you can enroll the mok key that was generated by Virtual Box or the Ubuntu installer.

That's it. That's the secret of how to do MokManagement. There's no need of disabling UEFI. There's no need of disabling secure boot.

I just wish the OEM people and OS manufacturers came up with a standard which wouldn't require such complicated workarounds.

Using dd instead of disk and partition cloners like CloneZilla or PartImage

The problem with applications like CloneZilla is that although they are excellent for disk imaging, they have very un-intuitive interfaces, the number of steps they make you go through is huge and they suffer from problems with UEFI when creating a USB version.

Linux's dd command on the other hand, is projected as being very dangerous and people say it's better to use something like CloneZilla just to be safe. But from what I've seen, as long as you type the command properly, dd is actually far more convenient than the other applications.

Here are some useful commands:

To compress and clone entire sda onto a folder on sdb or sdc:

*** Caution: Verify all the commands below before executing them ***

When you plugin the pen drive or external hard disk, it'll get mounted as sdb or sdc. Find out where it got mounted. Mine was in /media/ubuntu/Nav/ and it was in sdc, since sdb was the Ubuntu startup USB. Created a folder named "bkp" in Nav and:
sudo dd bs=1M if=/dev/sda | gzip > /media/ubuntu/Nav/bkp/backup.img.gz
Don't worry. Even though sdc and sdb are mounted on /media, which is the root folder (and hence you'd think it's part of sda), Linux knows that these are mounted filesystems, so it won't consider it part of sda.
Instead of using bs=1M, you could speed it up by checking what your disk buffer size is using sudo hdparm -i /dev/sda, and set that as the bs value. So if the buffer size is 8MB, set bs=8M.

If the disk was not automatically mounted, you can mount it yourself using:
cd mnt/
sudo mkdir bkp
mount /dev/sdc1 /mnt/bkp

Now take a backup
sudo dd bs=8M if=/dev/sda | gzip > /mnt/bkp/backup.img.gz

Restoring sda is done via:
gunzip /mnt/bkp/backup.img.gz | dd of=/dev/sda


Taking a backup of sda means that even unallocated space gets backed up, and that can take very long (3.6 hours for a 500GB HDD). If you don't need a full disk backup and can manage with just the few numbered sda partitions, then just do a backup and restore of sda1, sda2 etc. To do that you'll have to also backup and restore a copy of the partition table as shown below.

You can take a copy of the partition table info using:
sudo sfdisk -d /dev/sda > my_partitions

Now create backups:
sudo -i
dd if=/dev/sda1 of=/media/ubuntu/Nav/bkp/sda1.img bs=8M
dd if=/dev/sda2 of=/media/ubuntu/Nav/bkp/sda2.img bs=8M
dd if=/dev/sda3 of=/media/ubuntu/Nav/bkp/sda3.img bs=8M
dd if=/dev/sda4 of=/media/ubuntu/Nav/bkp/sda4.img bs=8M

Restoring  the partition table info is done via:
sudo sfdisk --force /dev/sda < my_partitions

Restoring backups:
sudo -i
dd if=/media/ubuntu/Nav/bkp/sda1.img of=/dev/sda1 bs=8M
dd if=/media/ubuntu/Nav/bkp/sda2.img of=/dev/sda2 bs=8M
dd if=/media/ubuntu/Nav/bkp/sda3.img of=/dev/sda3 bs=8M
dd if=/media/ubuntu/Nav/bkp/sda4.img of=/dev/sda4 bs=8M



To wipe the first 1MB of any disk:

dd if=/dev/zero of=/dev/sdb bs=1M count=1

Here, the "b" highlighted in bold red should be changed to "a" or "c" etc., based on which disk's first 1MB you want to wipe. The partition information will disappear, so this command is useful when trying to re-purpose any disk. Once the command is run, just use GParted to create the partitions.


To write zeros onto the entire disk:

dd if=/dev/zero of=/dev/sda bs=4096

This is helpful when you want to experiment with whether dd works well for backups. I used this command to fill the disk with zeros, then installed Windows and tried backing up. The 500GB disk with around 20GB of data on the Windows partition got gzip backed up into 12GB. The high compression was because the rest of the disk was full of zeros.

Ather. My review and first impressions on my first visit and test ride

I had been hoping to visit the Ather center at Indiranagar for a little more than a year. Was passing by today, so dropped in. I'm not a bike expert or enthusiast, so these are just my first impressions. I've also mentioned a lot of the questions I asked them and what answers I received. I haven't yet verified the veracity of their replies.

Took the bike for a test ride and noticed a lot of heads turning when they heard the unique "whoooieeee" sound of the motor :-) The disc brakes can bring the bike to a halt quite fast, and can make the bike skid a little. When this happened, the noise irritated a dog, and it began barking and chasing me. The acceleration from the bike was so good that the dog couldn't keep up. I would've never escaped this easily on my geared bike :-)

The good

• The bike looks smart from the front and side.
• Good acceleration.
• Good quality rubber belts (they say it's reinforced with carbon-fibre and can last 60K to 90K kilometer).
• Low center of gravity, so could ride it at even 3 kmph.  
• A reasonably pleasant experience when riding.
• Good road grip and balance.
• Reasonable turning radius.
• Good control.
• In general, body parts seem to have a reasonably good quality.
• Reasonably smooth ride. 
• Hassle-free test ride process, polite, intelligent, helpful and down-to-earth people.
• Indicator lights switch off automatically when a turn is detected or after a certain number of seconds.
• Large boot area to keep the helmet, with extra pockets for keeping documents etc. below the seat.
• There don't seem to be parts that would need frequent replacement like in petrol bikes. 
• The dash provides info about tyre pressure (okay, this is super cool!).
• Headlight seemed bright enough.
• Alloy wheels and tubeless tyre.
• The onboard map was a fabulous feature (though I could do without it).
• The functionality to move in reverse was superb! Not really necessary if you have strong legs, but useful.
• They show you details of your test ride with some lovely graphics. 

(I'm not entirely sure this was the ride I took, because it certainly didn't feel like I rode for 31 min, and the screen showed that I didn't go on 80 ft road, but I actually did, immediately after the dog-chase).


The bad

• The area of the bike is kind-of exposed and high above the wheel, which makes it look ugly.
• The physical buttons are a bit hard to reach with the thumbs. 
• When moving on a road hump, the rear suspension clangs, which makes it feel like as though a helmet in the boot is getting jostled around even if there's nothing in the boot.
• The company knows your exact travel path. Data privacy issue.
• The handle grip felt too hard and straight. I'm not sure if it was the fact that it was too thin, that made me need to grip it harder or just the hardness, but it felt uncomfortable for long duration use.
• When the bike is driven with uneven speeds for a while, a fan turns on for cooling. The noise from it can be extremely annoying (As of Oct 2019, I hear they've made it less noisy).
• Although the bike has an incognito mode, it gets disabled the next day and data about your ride is transmitted to the company server again unless you remember to disable it.
• When using the key to lock or unlock the bike, the quality of the locking mechanism didn't seem as good as I would've expected from such an expensive bike. There was a certain amount of shakiness or some odd feeling that didn't lend it a perception of excellent quality (although you could say it was good-enough quality). The physical buttons also seemed to be of ordinary quality.
• Slight chance of the bike being difficult on your back muscles due to the positioning of the handle, and the seat design.
• At speeds below 20kmph, there can be a bit of a dragging/rough feeling, which is probably because of the rubber belt, but it's tolerable.
• The headlight is always on. BIS regulation.
• The seat locking system was unreliable. It should've just been a mechanism where you can push downward and the seat gets locked, but they designed it so that it needs to be dropped from a height of 1 or 2 feet, and I had to drop it multiple times until it got locked. A bit annoying even if practice makes perfect. 
• I was not informed of what the procedures would be if I encountered an accident during the test ride.
• If parked under the sun for too long, there's a good chance it could be bad for the battery. Heat is always bad for batteries.
• The suspension was rather stiff, and they said they couldn't adjust it. It's designed that way to strike a balance between control and comfort.
• If you aren't covered under insurance, the damage to parts or scratches fixing can cost you a bit more than the average bike.
• Battery life: Will decrease with time. By the 5th or 6th year it may give only 25km on a single charge (this is what I was told by one person and another person said it'd be more than 25km), but the power of the drive won't be affected.
• Many parts of the bike were quite pointy. A more curved design would look better (just my opinion).

Questions I asked and responses

• Units of electricity consumed: Per charge, 3 units. Approx. Rs.20.
• Charging via solar or inverter: Yes, but only if 1KW and can last for 4.5 hours.
• Space at footrest for carrying gas cylinder or 20L water: Yes.
• Doorstep servicing charge if not opting for Rs.8000 or Rs.6000 plan: Rs. 1500 to Rs.1800. 
• Servicing interval: Every 5000km. Doorstep servicing.
• Battery cost: Rs.35K to 45K (price is reducing).
• Battery protection from water: Yes. Can survive complete submerging for 30 min.
• Riding in water-logged road: Yes. Some dirt may get lodged between wheel area, but will come off after riding a while. Roadside assistance also available.
• Assistance and servicing radius: Within Bangalore only for now. Plans to setup in Chennai and Hyderabad too.
• Time for charging: For single phase AC, it takes 4.5hr (at your home) and for 3 phase DC (at Ather charging points), it charges at a rate of giving you 1km range per 1 min of charging.
• RTO visit when buying bike: No need.
• Exchange offer for old bike: No. They've considered it, but found it impractical.
• Charging in apartment basement: Difficult unless you have reserved parking space. Their team can provide a fixed charging point for free for 20m from the electricity meter, but any extra length of wire you'll have to pay.
• If company closes: Unlikely because they are backed by biggies and the demand for EV's is growing, but if a shutdown happens, they are legally obliged to continue offering servicing for 10 years.
• Lithium availability: At least 10 years or more.
• Charging stations: They plan to have one every 1.5km by end of one year.
• Oiling and greasing requirement: No. Will be done during servicing.
• Theft: Not easy to remove battery. If bike is stolen, when it's switched on, the location will be transmitted. Some parts like the license plate and mirrors can be removed by mischief-mongers.
• Max weight: 165kg without loss of efficiency.
• Insurance provider: Go Digit.
• Cost of insurance: Rs.6000 for 5 years. First year is comprehensive insurance (bumper to bumper). Second year onward, third party insurance only. If you want comprehensive insurance, you'll have to pay Rs.1500.
• Wait time after placing order: 3 months. You have the option to postpone the delivery/buy date at no extra charge.
• Lease option: Bike can be taken on lease and returned after the lease period if not satisfied.
• Portable charger same as fixed charger: Yes. The fixed charger only provides the convenience of being fixed at the parking spot.
• Not using bike for some time: Bike has a shutdown mode in which it won't draw power from peripherals, and can safely last for around 2 months in this state.
• Battery explosion possibility: The person said this is unlikely because of the way in which the charging and discharging is managed, but I wasn't fully convinced. In any case, we have been carrying highly inflammable material in petrol vehicle tanks. Whether batteries are safe or not, time will tell.

My wish-list for electric vehicles

• Matte finish body and options for grey shades instead of just white.
• Separation of vehicle performance data sent to the company and vehicle location data. I don't mind sending performance data, but sending location data is a violation of privacy. Some people just don't seem to understand why that's a problem.
• Physical buttons that are easier to access with the thumbs.
• Option to sell old bike like at Maruti True Value.
• A press-to-lock mechanism for the seat (when closing it after storing something in the under-seat compartment) instead of a drop-to-lock.
• Switching between eco and sport mode without having to stop the bike.
• Option to switch off the headlight.
• Capability to display the driving license, bike registration and insurance certificate on the dash, to show to traffic police when they stop bike for checks.
• Safety mechanisms to prevent injury in case of battery explosion.
• A less noisy cooling fan (as of Oct 2019, I hear they've already made it quieter). 
• Drum brakes instead of disc brakes (I don't want to depend on brake fluid).
• A covered rear wheel area, instead of leaving it so exposed.
• Rat-proofing: Sometimes rats chew away at wires or rubber tubes etc. Since Ather's drive belt is made of rubber (and expensive), I hope there would be some kind of rat-proofing.  
• In Bangalore, even the pillion rider needs to wear a helmet, so it'd help if the bike has some kind of a pre-built lock or extra space under the seat to ensure that two helmets could be stored/locked on the bike.
• Wide-angle camera at the front and back to record the trip (locally; not on the cloud) for safety purposes.
• Removable batteries that can be exchanged/rented for charged batteries at charging stations, where the batteries can be tracked via blockchain. This would eliminate the need to charge batteries at home (especially helpful if you stay at an apartment complex). The video below shows many such bikes with removable batteries.

• Fewer (or zero) power-cuts in Bangalore and more solar electricity. Especially on roof-tops and parking spaces (this is of course not a bike feature, but it's part of the wishlist anyway).

This solar parking space was built by Tata Power (as I remember)

Overall, the Ather was a nice bike to ride. Happy that it is designed and manufactured in India. They've got a forum where people share their experiences. Given that there are quite a few points on my wishlist that would remain unfulfilled, the high cost of the vehicle and given the current difficulties in finding charging points and also the person mentioning that they wouldn't be able to make hardware changes (like the handle button position) easily, I'd probably not buy an Ather for a rather long time. If I do decide to buy, the review process is going to be far more detailed than this.


Ather vs. petrol bikes
A somewhat practical analysis of the costs of Ather vs. petrol bikes is done on this website and this website.


Alien and mosquito designs
I had a look at a lot of other electric bikes, and almost all of them have a pointy, mosquito or alien look. It looks like the designers were more interested in impressing their bosses/investors rather than in designing a bike that would actually look streamlined and decent. If any designer is reading this post: Please design a bike that looks like something a common citizen would want to buy.

Have you ever tried an Ather or another electric bike? What was your experience like?

Do you check the checksum's of downloaded files?

It's usually unnecessary, but always recommended. Let's say you download CloneZilla and they've provided their file for download from a website like SourceForge. There's always a slight chance that some hacker/attacker could've altered the file, added some malware to it and replaced the file on SourceForge.

But you can check whether it's the original file that CloneZilla had uploaded to SourceForge, using the checksum.

I had downloaded clonezilla-live-20190420-disco-amd64.iso which had the MD5 checksum: 981841de868ccc0c927dea9ace9460fa as shown on the CloneZilla website.

Now to verify the file I just opened up a terminal and typed
md5sum clonezilla-live-20190420-disco-amd64.iso.

The output was:
981841de868ccc0c927dea9ace9460fa  clonezilla-live-20190420-disco-amd64.iso

A perfect match! It's that simple.

Get rid of the Error in appstreamcli: double free or corruption

This is for my personal reference. Immediately after installing Ubuntu 16.04 and trying to update it, this appstreamcli error shows up and it takes a while to search for the solutions to it.

 

The solution is:
sudo apt install --reinstall libappstream3

or

sudo apt-get purge libappstream3

Obtained from here.

How to remove the Amazon package from Ubuntu 16.04

It's funny that Amazon would want to put up their icon on Ubuntu's Unity launcher or even on Windows.
Just because a user see an Amazon icon somewhere, it's neither going to entice users to click it or give it more advertising. In-fact, it does just the opposite. Annoy people for putting a PUP (Potentially Unwanted Program) into their OS.

To get rid of Amazon on Ubuntu 16.04, just do this:

sudo rm /usr/share/applications/ubuntu-amazon-default.desktop
sudo rm /usr/share/unity-webapps/userscripts/unity-webapps-amazon/Amazon.user.js
sudo rm /usr/share/unity-webapps/userscripts/unity-webapps-amazon/manifest.json

Pymunk tutorial

If you need to create a 2D physics environment quickly and without bothering about C++ compilation issues, it's better to choose Pymunk over Box2D. The only issue with Pymunk however, is that there's currently only one person (the Pymunk author)  answering questions about Pymunk on StackOverflow.

To get started, install Pymunk and Pygame:
pip install pygame
pip install pymunk

You can also install using pip3 if you use Python 3. Pymunk is used only for doing the 2D physics simulations. It is Pygame that sets up the environment to display the objects created in Pymunk. Instead of Pygame, you can also use Pyglet. Pyglet has features like multiple window support which Pygame doesn't have (yet), but the documentation is in my opinion, in need of improvement.

Do note that although Pymunk has a debug_draw() function to display Pymunk objects, the function is just there for the sake of being there. You are actually supposed to use Pygame's drawing functions to draw Pymunk objects. It's more efficient and supports culling of objects (not needing to draw objects outside screen bounds).


Simple program:

import sys
import pygame
from pygame.locals import * #for key codes etc
from pygame.color import *
import pymunk
import pymunk.pygame_util

fps = 60.0 #frames per second
worldWidth = 1200
worldHeight = 300
#---initializations and setup
pygame.init()
screen = pygame.display.set_mode((worldWidth, worldHeight))
clock = pygame.time.Clock()
space = pymunk.Space()
space.gravity = 0, 900
space.sleep_time_threshold = 1 #The time a group of bodies must remain idle in order to fall asleep
draw_options = pymunk.pygame_util.DrawOptions(screen)
pymunk.pygame_util.positive_y_is_up = False

#---setup line segments in space
x = 10; y = 150; thickness = 2; friction = 1.0
points = [(-100,0),(100,0),(112,12),(125,0),(137,12),(150,0),(162,12),(175,0),(200,0),(250,25),(250,0),(315,0),(320,70),(375,70),(385,0),(425,0),(425,12),(448,12),(448,0),(475,0),(475,12),(485,12),(485,0),(512,0),(512,12),(527,12),(527,0),(590,0),(590,10),(610,10),(610,15),(625,15),(625,25),(646,25),(646,35),(660,35),(660,45),(680,48),(710,-10),(755,5),(755,20),(780,25),(850,25),(825,-20),(865,-20),(895,25),(925,25),(935,0),(980,-75),(1100,-75)];
for i in range(1, len(points)):           
    floor = pymunk.Segment(space.static_body, (x+points[i-1][0], y+points[i-1][1]), (x+points[i][0], y+points[i][1]), thickness)
    floor.friction = friction
    space.add(floor)
   
while True:
    for event in pygame.event.get():
        if event.type == QUIT or event.type == KEYDOWN and (event.key in [K_ESCAPE, K_q]): 
            sys.exit(0)

    #---updations
    space.step(1./fps)#Update the space for the given time step.
    screen.fill(pygame.color.THECOLORS["black"])#clear screen
    space.debug_draw(draw_options)#try using Pygame's drawing functions instead
    pygame.display.flip()#flips the draw buffer to display the objects in current frame
    dt = clock.tick(fps)#creates a delay


Adding ten cars to the space:

You'll notice the cars collide with each other. That's fixed in the next code example below.

import sys
import pygame
from pygame.locals import * #for key codes etc
from pygame.color import *
import pymunk
import pymunk.pygame_util

from pymunk import Vec2d
import random

class Car:
    space = None
    physics = None
    x = 0
    y = 0
    friction = 1.5  
    #---range of values possible for properties of car
    speed_range = range(10, 30, 5)#15
    chWd_range = range(5, 70, 5)#50#chassis width
    chHt_range = range(5, 50, 5)#10#chassis height
    wheel1Radius_range = range(6, 25, 5)#15
    wheel2Radius_range = range(6, 25, 5)#15
    chassisMass_range = range(10, 500, 50)#100
    wheel1Mass_range = range(10, 500, 50)#100
    wheel2Mass_range = range(10, 500, 50)#100 
    #---properties of car   
    speed = 0
    chWd = 0#chassis width
    chHt = 0#chassis height
    wheel1Radius = 0
    wheel2Radius = 0
    chassisMass = 0
    wheel1Mass = 0
    wheel2Mass = 0 
    #---parts to add or remove from space
    chassis_b = None
    chassis_s = None
    wheel1_b = None
    wheel1_s = None
    wheel2_b = None
    wheel2_s = None 
    pin1 = None
    pin2 = None
    pin3 = None
    pin4 = None
    motorJoint1 = None
    motorJoint2 = None
   
    def __init__(self, space, pymunk, xStartPos, yStartPos):
        self.space = space
        self.pymunk = pymunk
        self.x = xStartPos
        self.y = yStartPos
        self.reinitializeWithRandomValues()   
       
    def reinitializeWithRandomValues(self):
        self.speed = random.choice(self.speed_range)
        self.chWd = random.choice(self.chWd_range)
        self.chHt = random.choice(self.chHt_range)
        self.wheel1Radius = random.choice(self.wheel1Radius_range)
        self.wheel2Radius = random.choice(self.wheel2Radius_range)
        self.chassisMass = random.choice(self.chassisMass_range)
        self.wheel1Mass = random.choice(self.wheel1Mass_range)
        self.wheel2Mass = random.choice(self.wheel2Mass_range)    
       
    def setValues(self, v):
        i = 0
        self.speed = v[i]; i = i + 1
        if self.speed < self.speed_range[0] or self.speed > self.speed_range[-1]:
            self.speed = random.choice(self.speed_range)
        self.chWd = v[i]; i = i + 1
        if self.chWd < self.chWd_range[0] or self.chWd > self.chWd_range[-1]:
            self.chWd = random.choice(self.chWd_range)       
        self.chHt = v[i]; i = i + 1
        if self.chHt < self.chHt_range[0] or self.chHt > self.chHt_range[-1]:
            self.chHt = random.choice(self.chHt_range)       
        self.wheel1Radius = v[i]; i = i + 1
        if self.wheel1Radius < self.wheel1Radius_range[0] or self.wheel1Radius > self.wheel1Radius_range[-1]:
            self.wheel1Radius = random.choice(self.wheel1Radius_range)       
        self.wheel2Radius = v[i]; i = i + 1
        if self.wheel2Radius < self.wheel2Radius_range[0] or self.wheel2Radius > self.wheel2Radius_range[-1]:
            self.wheel2Radius = random.choice(self.wheel2Radius_range)       
        self.chassisMass = v[i]; i = i + 1
        if self.chassisMass < self.chassisMass_range[0] or self.chassisMass > self.chassisMass_range[-1]:
            self.chassisMass = random.choice(self.chassisMass_range)       
        self.wheel1Mass = v[i]; i = i + 1
        if self.wheel1Mass < self.wheel1Mass_range[0] or self.wheel1Mass > self.wheel1Mass_range[-1]:
            self.wheel1Mass = random.choice(self.wheel1Mass_range)       
        self.wheel2Mass = v[i]; i = i + 1
        if self.wheel2Mass < self.wheel2Mass_range[0] or self.wheel2Mass > self.wheel2Mass_range[-1]:
            self.wheel2Mass = random.choice(self.wheel2Mass_range)       
   
    def createCar(self):
        chassisXY = Vec2d(self.x, self.y)
        self.fitness = 0
        moment = self.pymunk.moment_for_box(self.chassisMass, (self.chWd, self.chHt))
        self.chassis_b = self.pymunk.Body(self.chassisMass, moment)
        self.chassis_s = self.pymunk.Poly.create_box(self.chassis_b, (self.chWd, self.chHt))
        self.chassis_s.color = 10,150,40
        self.chassis_b.position = chassisXY + (0, 0)
        self.space.add(self.chassis_b, self.chassis_s)          
       
        #---wheel1 (left side wheel)
        #w1 = self.addChassis(chassisXY, -chWd, 0, mass, 5, 30) #special rectangular wheel       
        moment = self.pymunk.moment_for_circle(self.wheel1Mass, 0, self.wheel1Radius)
        self.wheel1_b = self.pymunk.Body(self.wheel1Mass, moment)
        self.wheel1_s = self.pymunk.Circle(self.wheel1_b, self.wheel1Radius)
        self.wheel1_s.friction = self.friction
        self.wheel1_s.color = 180,180,180
        self.wheel1_b.position = chassisXY - (self.chWd, 0)
        self.space.add(self.wheel1_b, self.wheel1_s)         

        #---wheel2 (right side wheel)
        #w1 = self.addChassis(chassisXY, -chWd, 0, mass, 5, 30) #special rectangular wheel       
        moment = self.pymunk.moment_for_circle(self.wheel2Mass, 0, self.wheel2Radius)
        self.wheel2_b = self.pymunk.Body(self.wheel2Mass, moment)
        self.wheel2_s = self.pymunk.Circle(self.wheel2_b, self.wheel2Radius)
        self.wheel2_s.friction = self.friction
        self.wheel2_s.color = 180,180,180
        self.wheel2_b.position = chassisXY - (-self.chWd, 0)
        self.space.add(self.wheel2_b, self.wheel2_s)        
       
        self.pin1 = self.pymunk.PinJoint(self.wheel1_b, self.chassis_b, (0,0), (-self.chWd/2,0))
        self.pin2 = self.pymunk.PinJoint(self.wheel2_b, self.chassis_b, (0,0), (self.chWd/2,0))
        self.pin3 = self.pymunk.PinJoint(self.wheel1_b, self.chassis_b, (0,0), (0,-self.chHt/2))
        self.pin4 = self.pymunk.PinJoint(self.wheel2_b, self.chassis_b, (0,0), (0,-self.chHt/2))
        self.space.add(self.pin1, self.pin2, self.pin3, self.pin4)
        self.motorJoint1 = self.pymunk.SimpleMotor(self.wheel1_b, self.chassis_b, self.speed); self.motorJoint1.max_force = 10000000
        self.motorJoint2 = self.pymunk.SimpleMotor(self.wheel2_b, self.chassis_b, self.speed); self.motorJoint2.max_force = 10000000
        self.space.add(self.motorJoint1, self.motorJoint2)
       
    def stop(self):
        self.motorJoint1.rate(0.0)
        self.motorJoint2.rate(0.0)
       
    def removeCar(self):
        self.space.remove(self.chassis_b)
        self.space.remove(self.chassis_s)
        self.space.remove(self.wheel1_b)
        self.space.remove(self.wheel1_s)
        self.space.remove(self.wheel2_b)
        self.space.remove(self.wheel2_s)
        self.space.remove(self.pin1)
        self.space.remove(self.pin2)
        self.space.remove(self.pin3)
        self.space.remove(self.pin4)
        self.space.remove(self.motorJoint1)
        self.space.remove(self.motorJoint2)
           

fps = 60.0 #frames per second
worldWidth = 1200
worldHeight = 300
#---initializations and setup
pygame.init()
screen = pygame.display.set_mode((worldWidth, worldHeight))
clock = pygame.time.Clock()
space = pymunk.Space()
space.gravity = 0, 900
space.sleep_time_threshold = 1 #The time a group of bodies must remain idle in order to fall asleep
draw_options = pymunk.pygame_util.DrawOptions(screen)
pymunk.pygame_util.positive_y_is_up = False

#---setup line segments in space
x = 10; y = 200; thickness = 2; friction = 1.0
points = [(-100,0),(100,0),(112,12),(125,0),(137,12),(150,0),(162,12),(175,0),(200,0),(250,25),(250,0),(315,0),(320,70),(375,70),(385,0),(425,0),(425,12),(448,12),(448,0),(475,0),(475,12),(485,12),(485,0),(512,0),(512,12),(527,12),(527,0),(590,0),(590,10),(610,10),(610,15),(625,15),(625,25),(646,25),(646,35),(660,35),(660,45),(680,48),(710,-10),(755,5),(755,20),(780,25),(850,25),(825,-20),(865,-20),(895,25),(925,25),(935,0),(980,-75),(1100,-75)];
for i in range(1, len(points)):           
    floor = pymunk.Segment(space.static_body, (x+points[i-1][0], y+points[i-1][1]), (x+points[i][0], y+points[i][1]), thickness)
    floor.friction = friction
    space.add(floor)
#---create cars
xStartPos = 20; yStartPos = 0; numCars = 10; cars = []
for i in range(0, numCars):
    cars.append(Car(space, pymunk, xStartPos, yStartPos))
    cars[i].createCar()

while True:
    for event in pygame.event.get():
        if event.type == QUIT or event.type == KEYDOWN and (event.key in [K_ESCAPE, K_q]): 
            sys.exit(0)

    #---updations
    space.step(1./fps)#Update the space for the given time step.
    screen.fill(pygame.color.THECOLORS["black"])#clear screen
    space.debug_draw(draw_options)#try using Pygame's drawing functions instead
    pygame.display.flip()#flips the draw buffer to display the objects in current frame
    dt = clock.tick(fps)#creates a delay

You'll notice that the cars collide with each other and the wheels of the cars collide with the car's own body too. There's a way to avoid that using ShapeFilters. The shape filter helps categorize objects into "player", "enemy" etc. to help decide which objects should collide and which shouldn't. This is very helpful because if the parts of the body of players collide, it produces very jittery motion.


Cars with ShapeFilters and text display:

import sys
import time
import pygame
from pygame.locals import * #for key codes etc
from pygame.color import *
import pymunk
import pymunk.pygame_util

from pymunk import Vec2d
import random

class Car:
    space = None
    physics = None
    x = 0
    y = 0
    friction = 1.5  
    #---range of values possible for properties of car
    speed_range = range(10, 30, 5)#15
    chWd_range = range(5, 70, 5)#50#chassis width
    chHt_range = range(5, 50, 5)#10#chassis height
    wheel1Radius_range = range(6, 25, 5)#15
    wheel2Radius_range = range(6, 25, 5)#15
    chassisMass_range = range(10, 500, 50)#100
    wheel1Mass_range = range(10, 500, 50)#100
    wheel2Mass_range = range(10, 500, 50)#100 
    #---properties of car   
    speed = 0
    chWd = 0#chassis width
    chHt = 0#chassis height
    wheel1Radius = 0
    wheel2Radius = 0
    chassisMass = 0
    wheel1Mass = 0
    wheel2Mass = 0 
    #---parts to add or remove from space
    chassis_b = None
    chassis_s = None
    wheel1_b = None
    wheel1_s = None
    wheel2_b = None
    wheel2_s = None 
    pin1 = None
    pin2 = None
    pin3 = None
    pin4 = None
    motorJoint1 = None
    motorJoint2 = None
   
    def __init__(self, space, pymunk, xStartPos, yStartPos):
        self.space = space
        self.pymunk = pymunk
        self.x = xStartPos
        self.y = yStartPos
        self.reinitializeWithRandomValues()   
       
    def reinitializeWithRandomValues(self):
        self.speed = random.choice(self.speed_range)
        self.chWd = random.choice(self.chWd_range)
        self.chHt = random.choice(self.chHt_range)
        self.wheel1Radius = random.choice(self.wheel1Radius_range)
        self.wheel2Radius = random.choice(self.wheel2Radius_range)
        self.chassisMass = random.choice(self.chassisMass_range)
        self.wheel1Mass = random.choice(self.wheel1Mass_range)
        self.wheel2Mass = random.choice(self.wheel2Mass_range)    
       
    def setValues(self, v):
        i = 0
        self.speed = v[i]; i = i + 1
        if self.speed < self.speed_range[0] or self.speed > self.speed_range[-1]:
            self.speed = random.choice(self.speed_range)
        self.chWd = v[i]; i = i + 1
        if self.chWd < self.chWd_range[0] or self.chWd > self.chWd_range[-1]:
            self.chWd = random.choice(self.chWd_range)       
        self.chHt = v[i]; i = i + 1
        if self.chHt < self.chHt_range[0] or self.chHt > self.chHt_range[-1]:
            self.chHt = random.choice(self.chHt_range)       
        self.wheel1Radius = v[i]; i = i + 1
        if self.wheel1Radius < self.wheel1Radius_range[0] or self.wheel1Radius > self.wheel1Radius_range[-1]:
            self.wheel1Radius = random.choice(self.wheel1Radius_range)       
        self.wheel2Radius = v[i]; i = i + 1
        if self.wheel2Radius < self.wheel2Radius_range[0] or self.wheel2Radius > self.wheel2Radius_range[-1]:
            self.wheel2Radius = random.choice(self.wheel2Radius_range)       
        self.chassisMass = v[i]; i = i + 1
        if self.chassisMass < self.chassisMass_range[0] or self.chassisMass > self.chassisMass_range[-1]:
            self.chassisMass = random.choice(self.chassisMass_range)       
        self.wheel1Mass = v[i]; i = i + 1
        if self.wheel1Mass < self.wheel1Mass_range[0] or self.wheel1Mass > self.wheel1Mass_range[-1]:
            self.wheel1Mass = random.choice(self.wheel1Mass_range)       
        self.wheel2Mass = v[i]; i = i + 1
        if self.wheel2Mass < self.wheel2Mass_range[0] or self.wheel2Mass > self.wheel2Mass_range[-1]:
            self.wheel2Mass = random.choice(self.wheel2Mass_range)       
   
    def createCar(self, shapeFilter):
        chassisXY = Vec2d(self.x, self.y)
        self.fitness = 0
        moment = self.pymunk.moment_for_box(self.chassisMass, (self.chWd, self.chHt))
        self.chassis_b = self.pymunk.Body(self.chassisMass, moment)
        self.chassis_s = self.pymunk.Poly.create_box(self.chassis_b, (self.chWd, self.chHt))
        self.chassis_s.color = 10,150,40
        self.chassis_b.position = chassisXY + (0, 0)
        self.chassis_s.filter = shapeFilter
        self.space.add(self.chassis_b, self.chassis_s)          
       
        #---wheel1 (left side wheel)      
        moment = self.pymunk.moment_for_circle(self.wheel1Mass, 0, self.wheel1Radius)
        self.wheel1_b = self.pymunk.Body(self.wheel1Mass, moment)
        self.wheel1_s = self.pymunk.Circle(self.wheel1_b, self.wheel1Radius)
        self.wheel1_s.friction = self.friction
        self.wheel1_s.color = 180,180,180
        self.wheel1_b.position = chassisXY - (self.chWd, 0)
        self.wheel1_s.filter = shapeFilter
        self.space.add(self.wheel1_b, self.wheel1_s)         

        #---wheel2 (right side wheel)               
        moment = self.pymunk.moment_for_circle(self.wheel2Mass, 0, self.wheel2Radius)
        self.wheel2_b = self.pymunk.Body(self.wheel2Mass, moment)
        self.wheel2_s = self.pymunk.Circle(self.wheel2_b, self.wheel2Radius)
        self.wheel2_s.friction = self.friction
        self.wheel2_s.color = 180,180,180
        self.wheel2_b.position = chassisXY - (-self.chWd, 0)
        self.wheel2_s.filter = shapeFilter
        self.space.add(self.wheel2_b, self.wheel2_s)        
       
        self.pin1 = self.pymunk.PinJoint(self.wheel1_b, self.chassis_b, (0,0), (-self.chWd/2,0))
        self.pin2 = self.pymunk.PinJoint(self.wheel2_b, self.chassis_b, (0,0), (self.chWd/2,0))
        self.pin3 = self.pymunk.PinJoint(self.wheel1_b, self.chassis_b, (0,0), (0,-self.chHt/2))
        self.pin4 = self.pymunk.PinJoint(self.wheel2_b, self.chassis_b, (0,0), (0,-self.chHt/2))
        self.space.add(self.pin1, self.pin2, self.pin3, self.pin4)
        self.motorJoint1 = self.pymunk.SimpleMotor(self.wheel1_b, self.chassis_b, self.speed); self.motorJoint1.max_force = 10000000
        self.motorJoint2 = self.pymunk.SimpleMotor(self.wheel2_b, self.chassis_b, self.speed); self.motorJoint2.max_force = 10000000
        self.space.add(self.motorJoint1, self.motorJoint2)
       
    def stop(self):
        self.motorJoint1.rate(0.0)
        self.motorJoint2.rate(0.0)
       
    def removeCar(self):
        self.space.remove(self.chassis_b)
        self.space.remove(self.chassis_s)
        self.space.remove(self.wheel1_b)
        self.space.remove(self.wheel1_s)
        self.space.remove(self.wheel2_b)
        self.space.remove(self.wheel2_s)
        self.space.remove(self.pin1)
        self.space.remove(self.pin2)
        self.space.remove(self.pin3)
        self.space.remove(self.pin4)
        self.space.remove(self.motorJoint1)
        self.space.remove(self.motorJoint2)
           

fps = 60.0 #frames per second
worldWidth = 1200
worldHeight = 300
#---initializations and setup
pygame.init()
screen = pygame.display.set_mode((worldWidth, worldHeight))
clock = pygame.time.Clock()
space = pymunk.Space()
space.gravity = 0, 900
space.sleep_time_threshold = 1 #The time a group of bodies must remain idle in order to fall asleep
draw_options = pymunk.pygame_util.DrawOptions(screen)
pymunk.pygame_util.positive_y_is_up = False
font = pygame.font.SysFont("Arial", 20)

#---setup line segments in space
x = 10; y = 200; thickness = 2; friction = 1.0
points = [(-100,0),(100,0),(112,12),(125,0),(137,12),(150,0),(162,12),(175,0),(200,0),(250,25),(250,0),(315,0),(320,70),(375,70),(385,0),(425,0),(425,12),(448,12),(448,0),(475,0),(475,12),(485,12),(485,0),(512,0),(512,12),(527,12),(527,0),(590,0),(590,10),(610,10),(610,15),(625,15),(625,25),(646,25),(646,35),(660,35),(660,45),(680,48),(710,-10),(755,5),(755,20),(780,25),(850,25),(825,-20),(865,-20),(895,25),(925,25),(935,0),(980,-75),(1100,-75)];
for i in range(1, len(points)):           
    floor = pymunk.Segment(space.static_body, (x+points[i-1][0], y+points[i-1][1]), (x+points[i][0], y+points[i][1]), thickness)
    floor.friction = friction
    space.add(floor)
#---create cars
xStartPos = 20; yStartPos = 0; numCars = 10; cars = []
sf = pymunk.ShapeFilter(group=1)
for i in range(0, numCars):
    cars.append(Car(space, pymunk, xStartPos, yStartPos))
    cars[i].createCar(sf)

while True:
    for event in pygame.event.get():
        if event.type == QUIT or event.type == KEYDOWN and (event.key in [K_ESCAPE, K_q]): 
            sys.exit(0)

    #---updations
    space.step(1./fps)#Update the space for the given time step.
    screen.fill(pygame.color.THECOLORS["black"])#clear screen
    space.debug_draw(draw_options)#try using Pygame's drawing functions instead
    screen.blit(font.render("Cars: "+str(numCars)+". Time: "+str(time.time()), 1, THECOLORS["darkgrey"]), (5, 5))
    pygame.display.flip()#flips the draw buffer to display the objects in current frame
    dt = clock.tick(fps)#creates a delay

Hope this gives you an easy-to-understand intro to the awesomeness of Pymunk. I've created a slightly more advanced version of the above code, where the cars try to reach the end of the terrain using learning via an evolutionary algorithm.
I'm not ready to share the code yet, but when I am, I'll be posting the link on this page.

Here's the demo on YouTube:

Few other things:

• If you are looking to create something like a walking robot, there's an example here. 
• I'm relatively new to Python, so forgive me if my code is not "Pythonic" enough :-)
• You can also look through the examples and test cases in Pymunk to see more examples of how to use various functions.