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News from the blog 2021-10-21

  • I made a Donation to The Document Foundation, which makes the OpenOffice.

I use OpenOffice suite for writing my books and other documents, so I think it’s fair to contribute with their operating costs.

  • I’ve installed a plugin to add Code Highlighting

It also allows me to add blocks of Code, like this:

if CodeHighlighting.b_is_installed == True:
    return VisualImprovement.update_to(10), "It's easy to read"
else:
    return VisualImprovement.get_still_the_same_difficult_to_read(), "The blog lives in the medieval age"

Or Inline Code like print(self.awareness) which is also great

  • I’ve improved a bit, visually, the blog

I modified a bit my template. The changes consist into adding an id attribute to the table for the Quick Selection of the articles, and modifying my template: the styles in the file css/blocks.css and modifying the version in functions.php to reflect the new timestamp.

I also made that when the mouse goes over a link it is displayed in blue, and the already visited in a slightly darker blue.

#articles_selection a:hover {color: #2222FF;}

In the images below you can see the before, the intermediate, and the final.

I’ve also added a button to hide or show the Quick Selection

If you have a WordPress and jQuery does not work for you, with error:

TypeError: $ is not a function

$(document).ready(function(){

This is because for compatibility reasons you have to do different in WordPress:

jQuery(document).ready(function($){
  • I created several videos of 5 minutes to learn Unit Testing in Python 3 with pytest

I also use my package carleslibs to execute the command from shell.

Web CTOP in this case :)

As I did this I discovered a bug (bug #47) in CTOP for setting the number of rows.

  • I fixed the bug #47 and the bug #48 in CTOP and started version 0.8.7 (available in Master).

The changelog.txt file details all the changes for each version.

Here CTOP is displayed with a fixed width and height as by launching with:
ctop.py –rows=50 –columns=170
  • The new PSU arrived and I replaced it on Saturday 16th

After 5 days working nonstop, with no problems, it seems clear that the failing item was the expensive, 850W, Corsair PSU. Sometimes it happens that a new component comes defective, but I paid overprice expecting quality, and it seems that the PSU was defective. Since the beginning the computer powered off every few hours max, so I have to finally assume that effectively it was the PSU. Disappointed with Corsair.

  • Firewall. This month I’ve blocked around 2,000 visitors that were mainly bots searching for exploits

I review the logs several times every day.

Actually I’ve blocked many more Ip’s in the firewall, as when I identify a company source of bots, I block all their range. This has translated into 2,000 visitors less per month to the blog, that were offenders.

  • I added some rules / guidelines to the Leave a Reply section

I moderate all the comments to keep the blog an useful and healthy place.

And I don’t publish Spam, or Marketing messages.

Abusive comments are blocked. Competent Engineers and nice human beings share their points and doubts with data, with technical arguments, with education, in a respectful and polite way. People that cannot observe a minimum decoration are not welcome.

Web Top – Displaying top with Python 3 Web Server and Carleslibs

So this is a super simple example on how quickly you can create nice solutions with my package carleslibs.

In this example I use Python 3 incorporated Web Server and carleslibs, to execute top and display in the browser.

Requisites:

Having Python3 and have installed carleslibs 1.0.1 or superior.

pip3 install carleslibs

Having this running in a Linux with top installed. All of them come with top, as long as I know.

This is the 84 lines code for WebTop:

from http.server import BaseHTTPRequestHandler, HTTPServer

from carleslibs.subprocessutils import SubProcessUtils
from carleslibs.datetimeutils import DateTimeUtils


class Top():

    def __init__(self, o_subprocess):
        self.o_subprocess = o_subprocess

    def get_top(self):

        a_domains_offline = []

        s_command = "/usr/bin/top -n 1 -b"
        i_code, s_stdout, s_stderr = self.o_subprocess.execute_command_for_output(s_command, b_shell=True, b_convert_to_ascii=True)

        return i_code, s_stdout, s_stderr


class WebServer(BaseHTTPRequestHandler):

    def do_GET(self):
        o_subprocess = SubProcessUtils()
        self.o_top = Top(o_subprocess)

        self.o_datetime = DateTimeUtils()

        self.i_max_domains_offline = 0

        self.send_response(200)
        self.send_header("Content-type", "text/html")
        self.end_headers()

        WebTop.log(self.path)
        if self.path == "/favicon.ico":
            return

        s_html = "<html><body>"
        s_html = s_html + "<h1>Web Top</h1>"
        s_html = s_html + '<small>by Carles Mateo - <a href="https://blog.carlesmateo.com">blog.carlesmateo.com</a></small>'

        i_code, s_stdout, s_stderr = self.o_top.get_top()

        if i_code != 0:
            s_html = s_html + "Error Code: " + str(i_code) + "&lt;/br&gt;"
            s_html = s_html + "Message: " + s_stderr + "&lt;/br&gt;"
        else:
            s_html = s_html + "<pre>"
            s_html = s_html + s_stdout
            s_html = s_html + "</pre>"

        s_html = s_html + "</body>"
        s_html = s_html + "</html>"

        by_html = bytes(s_html, encoding="utf-8")

        self.wfile.write(by_html)


class WebTop():

    o_datetime = DateTimeUtils()

    @staticmethod
    def log(s_text):
        s_datetime = WebTop.o_datetime.get_datetime()
        print(s_datetime, s_text)


if __name__ == "__main__":

    o_webserver = HTTPServer(("localhost", 80), WebServer)
    WebTop.log("Server started")

    try:
        o_webserver.serve_forever()
    except KeyboardInterrupt:
        pass

    o_webserver.server_close()
    WebTop.log("Server stopped")

Just run the code and go to localhost with your favorite browser.

If you get an error like this it means that another process is listening on port 80. Just use another like 8080, 8181, etc…

Traceback (most recent call last):
  File "/home/carles/Desktop/code/carles/json-realm-live/web_top.py", line 74, in <module>
    o_webserver = HTTPServer(("localhost", 80), WebServer)
  File "/usr/lib/python3.8/socketserver.py", line 452, in __init__
    self.server_bind()
  File "/usr/lib/python3.8/http/server.py", line 138, in server_bind
    socketserver.TCPServer.server_bind(self)
  File "/usr/lib/python3.8/socketserver.py", line 466, in server_bind
    self.socket.bind(self.server_address)
PermissionError: [Errno 13] Permission denied

And you will see the requests coming:

2021-10-09 10:47:46 Server started
127.0.0.1 - - [13/Oct/2021 10:47:48] "GET / HTTP/1.1" 200 -
2021-10-09 10:47:48 /
127.0.0.1 - - [13/Oct/2021 11:25:24] "GET / HTTP/1.1" 200 -
2021-10-09 11:25:24 /

So instead of using top, you can use ctop.py :)

Just replace the command by:

s_command = "ctop.py -b -n=1 --rows=30 --columns=200"

You can also create a Dockerfile very easily and run this in a Container.

News from the blog 2021-10-10

I published this book to help developers to understand and use Docker.

It is not targeted to SysAdmins, is aimed to Developers that want to get an operative know how by examples very quickly, and easy to read.

  • University classes are restarted, and I fixed my tower.

For the Cloud computing degree this semester VMWare is used intensively.

I have a dedicated tower with an AMD Ryzen 7 processor, a Samsung NMVe drive PCIe 4.0, which provides me a throughput of 6GB/second (six Gigabytes, so 48 Gbit/second), SAS drives and SATA too. It’s a little monster with 64 GB of RAM and 2.5 Gbps NIC.

It was not starting.

The problem was in the Video card, which made loosely contact to the motherboard.

I had to disconnect everything until I found what it was, but after moving the video card to another PCI slot, it worked.

I knew it was some sort of short circuit / bad contact as the fans were turning for a second and turning off immediately.

After this, the computer works fine but it will poweroff in about 4h and 12 hours. I’ve been testing and removing each component until I believe is the PSU. I’ve ordered a new one from a Dutch provider with web store in Ireland that my former colleague Thomas showed me one year and half ago.

Since England leaved the EU, it is impossible to buy from amazon.co.uk without experiencing problems in the border and delays.

If you want to learn how to assemble a PC, fix the problems and upgrade your laptop, I wrote this book:

https://leanpub.com/pc-assemble/

If you are curious about what I use in my day to day:

  1. A tower for developing and reading my email, with Linux, Intel i7 7800X (12 cores) and 64 GB of RAM, with Nvidia graphics card
  2. A tower for holding Virtual Machines, with Linux, AMD Ryzen 7 3700x (16 cores) and 64 GB of RAM, with Nvidia graphics card
  3. An upgraded HP laptop for programming in the cafe, is a Windows 10, with 16 GB of RAM
  4. Raspberry Pi 4 and 3, from time to time
  5. A laptop for programming, for Work, 16 GB of RAM
  6. A tower for programming, for Work, at the office, 32 GB of RAM
  7. I also had a Dell computer which battery inflated elevating the touchpad, an Acer 11.6 Latop very lightweight which screen died cracked apparently (it’s a mistery to me how this happened as I removed from the bag and it was cracked. That little laptop accompanied me during years, to many countries, as for a while I carried it with me 100% of the time. At that time if the companies I worked for had outages they were losing thousands of euros per hour, so as CTO I fixed broken stuff even in a restaurant. Believe when I recommend you and your teams to use Unit Testing) and a 15.6″ Acer with 16GB of RAM that was part of the payment of an Start up I was CTO for, and which screen flicks intermittently and I managed to fix it by applying a pressure point to a connector, so I managed to use as fixed computer at the beginning of being in Ireland. I was not using it much, as I had two laptops from work when working for Sanmina, a Dell with 16 GB of RAM and Core i7 with two external monitors and an Intel Xeon with 32GB of RAM, heavy weight, but very useful for my job (programming, doing demos, having VMs…).

I’ve assembled all my PC from the scratch, piece by piece, and I force myself to do it so I keep up to date of the upcoming technologies, buses, etc…

  • My students are doing well. Congrats to Albert for getting 8.67 from 10 in his university programming course exams!.
  • Diablo 2 Resurrected is published and I am in the credits :)

I’m in the credits of all our games since I joined, but I’m happy every time I see myself and my colleagues on them. :)

This release includes SubProcessUtils which is a class that allows you to execute commands to the shell (or without shell) and capture the STDOUT, STDERR, and Exit Code very easily.

I’ve used my libraries for a hackaton PoC for work, for Monitoring one aspect of one of our top games side, and I coded it super quickly. :)

They loved it and we have a meeting scheduled to create a Service from my PoC. :)

Some graphics with matplotlib

Recently I showed you how to generate a Cloud Tag.

You may like some of other graphs that can be easily generated with matlib package.

I’ve been always working on BackEnd and APIs and I don’t work on FrontEnd, although I programmed some videogames by myself and I’ve fixed some huge bugs in JavaScript in some of the companies I work, but they considered myself the last resource, so I would fix a FrontEnd bug when nobody else could. But even if you work 99.9% of your time in BackEnd, Scaling, Architecture… like me, it is useful being able to draw graphics, for example, when you create a tool that shows the number of players per minute, and its evolution over time, or web visitors in real time, etc…

I wrote this article with two simple examples for my book Python 3 exercises for beginners.

You can find this source code here:

https://gitlab.com/carles.mateo/python-classes/-/blob/main/2021-09-10/draw_points.py


import matplotlib.pyplot as plt

a_points1 = [7, 3, 15, 5, 10, 2, 9]
a_points2 = [2, 4, 9, 2, 7, 8, 4]

plt.plot(a_points1)
plt.plot(a_points2)

plt.show()

We can also add customized axis:

https://gitlab.com/carles.mateo/python-classes/-/blob/main/2021-09-10/draw_points2.py

import matplotlib.pyplot as plt

a_points1 = [7, 3, 15, 5, 10, 2, 9]
a_points2 = [2, 4, 9, 2, 7, 8, 4]
a_points3 = [12, 10, 1, 7, 14, 16, 1]

a_days_of_the_week = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"]

plt.plot(a_days_of_the_week, a_points1)
plt.plot(a_days_of_the_week, a_points2)
plt.plot(a_days_of_the_week, a_points3)
plt.grid(axis='y', color='black', linestyle='solid')
plt.show()

Draw a pie chart

import matplotlib.pyplot as plt

a_scores = [70, 20, 5, 5]
a_languages = ["Python", "Bash", "Java", "PHP"]
a_colors = ["Red", "Blue", "Green", "Cyan"]

plt.pie(a_scores, labels=a_languages, colors=a_colors)
plt.legend()
plt.show()

This graphic represents in which languages I use my time nowadays, or if I update it by adding HTML and jQuery:

https://gitlab.com/carles.mateo/python-classes/-/blob/main/2021-09-10/draw_circle.py

Some weird things from Python 3 that you may not know

Last Update: 2021-09-29 18:12 IST

You can find those bizarre things and more in my book Python 3 Combat Guide.

I’m not talking about the wonderful things, like how big can the Integers be, but about the bizarre things that may ruin your day.

What sums 0.1 + 0.1 + 0.1 in Python?

0.3?

Wrong answer.

A bit of humor

Well, to be honest the computer was wrong. They way programming languages handle the Floats tend to be less than ideal.

Floats

Maybe you know JavaScript and its famous NaN (Not a number).

You are probably sure that Python is much more exact than that…

…well, until you do a big operation with Floats, like:

10.0**304 * 10.0**50 

and

It returns infinite

I see your infinite and I add one :)

However If we try to define a number too big directly it will return OverflowError:

Please note Integers are handled in a much more robust cooler way:

Negative floats

Ok. What happens if we define a number with a negative power, like 10 ** -300 ?

And if we go somewhere a bit more far? Like 10 ** -329

It returns 0.0

Ups!

I mention in my books why is better to work with Integers, and in fact most of the eCommerces, banks and APIs work with Integers. For example, if the amount in USD 10.00 they send multiplied by 100, so they will send 1000. All the actor know that they have to divide by 2.

Breaking the language innocently

I mentioned always that I use the MT Notation, the prefix notation I invented, inspired by the Hungarian Notation and by an amazing C++ programmer I worked with in Volkswagen and in la caixa (now caixabank), that passed away many years ago.

Well, that system of prefixes will name a variable with a prefix for its type.

It’s very useful and also prevents the next weird thing from Python.

Imagine a Junior wants to print a String and they put in a variable. And unfortunately they call this variable print. Well…

print = "Hello World!"
print("That will hurt")

Observe the output of this and try not to scream:

Variables and Functions named equally

Well, most of languages are able to differentiate a function, with its parenthesis, from a variable.

The way Python does it hurts my coder heart:

Another good reason to use MT Notation for the variables, and for taking seriously doing Unit Testing and giving a chance to using getters and setters and class Constructor for implementing limits and sanitation.

Nested Loops

This will work in Python, it doesn’t work in other languages (but please never do it).

for i in range(3):
    print("First Loop", i)
    for i in range(4):
        print("Second Loop", i)

The code will not crash by overwriting i used in the first loop, but the new i will mask the first variable.

And please, name variables properly.

Import… once?

Imports are imported only once. Even if different files imported do import the same file.

So don’t have code in the middle of them, outside functions/classes, unless you’re really know what you’re doing.

Define functions first, and execute code after if __name__ == “__main__”:

Take a look at this code:

def first_function():
    print("Inside first function")
    second_function()

first_function()

def second_function():
    print("Inside second function")

Well, this will crash as Python executes the code from top to bottom, and when it gets to first_function() it will attempt to call second_function() which has not been read by Python yet. This example will throw an error.

You’ll get an error like:

Inside first function
Traceback (most recent call last):
  File "/home/carles/Desktop/code/carles/python_combat_guide/src/structure_dont_do_this.py", line 14, in <module>
    first_function()
  File "/home/carles/Desktop/code/carles/python_combat_guide/src/structure_dont_do_this.py", line 12, in first_function
    second_function()
NameError: name 'second_function' is not defined

Process finished with exit code 1

Add your code at the bottom always, under:

if __name__ == "__main__":
    main()

The code inside this if will only be executed if you directly call this code as main file, but will not be executed if you import this file from another one.

You don’t have this problem with classes in Python, as they are defined first, completely read, and then you instantiate or use them. To avoid messing and creating bugs, have the imports always on the top of your file.

Generating a Word Cloud of Tags in Python

This is a very simple code but generates very cool Word Cloud result in PNG format.

from wordcloud import WordCloud

# Add your tags in here separated by commas and as many times as they appear
s_text = "Python, Software development, PHP, Cloud providers, Python, Python, Software development, Scaling"

o_word_cloud = WordCloud(height=800,
                         width=800,
                         background_color="white",
                         max_words=150,
                         min_font_size=5,
                         collocation_threshold=10).generate_from_text(s_text)

o_word_cloud.to_file("words.png")

That version generated the image .PNG file.

If you want to display this in mathlib or inside PyCharm embedded view, you can install matplotlib with:

pip3 install matplotlib

Then with this code you can display a matplotlib viewer:

import matplotlib.pyplot as plt
from wordcloud import WordCloud

if __name__ == "__main__":
    # Add your tags in here separated by commas and as many times as they appear
    s_text = "Python, Software development, PHP, Cloud providers, Python, Python, Software development, Scaling"

    o_word_cloud = WordCloud(height=800,
                             width=800,
                             background_color="white",
                             max_words=150,
                             min_font_size=5,
                             collocation_threshold=10).generate_from_text(s_text)

    plt.figure(figsize=(10,8))
    plt.imshow(o_word_cloud)
    plt.axis("off")
    plt.tight_layout(pad=0)
    plt.show()

News from the blog 2021-09-20

  • I’ve published a very simple game, Tic Tac Toe, that I created for my Python 3 Exercises for Beginners book.
  • I’ve raised back the price for my books to normal levels.
    I’ve been keeping the price to the minimum to help people that wanted to learn during covid-19. I consider that who wanted to learn has already done it.

I still have bundles with a somewhat reduced price, and I authorized LeanPub platform to do discounts up to 50% at their discretion.

Bundle of four books in https://leanpub.com/b/python3-exercises-zfs-assemble-computer

https://leanpub.com/b/python3-exercises-zfs-assemble-computer

  • I’ve been deleting AMIs, Snapshots, Volumes and backups from Amazon instances I’ll no longer use.

I’ve migrated to Docker some sites and WordPress sites and now I’m CSP (Cloud Service Provider) agnostic. I can deploy wherever I want.

We pay per GB used of storage, so my money will get a better usage.

As I said in my old article from 2013, The Cloud is for Scaling. For Startups and for Enterprises. It is too expensive for small and medium companies.

  • For those studying Python there is a Virtual Meetup about Data Analysis, in Spanish ,the 23th of September

https://www.meetup.com/tech-barcelona/events/280791310/

More meetups:

https://www.meetup.com/tech-barcelona/

Python Game Tic Tac Toe

I implemented this very simple game for my book Python 3 Exercises for Beginners.

Source Code available here:

https://gitlab.com/carles.mateo/python-classes/-/blob/main/2021-09-10/game_tic-tac-toe.py


class TicTacToe:

    def __init__(self):
        self.a_a_s_map = []
        self.generate_map()

    def generate_map(self):
        self.a_a_s_map = []

        for i_y in range(3):
            a_s_pos_x = [" ", " ", " "]
            self.a_a_s_map.append(a_s_pos_x)

    def get_map(self):
        s_map = ""

        s_map = s_map + "    1   2   3\n"
        s_map = s_map + "  -------------\n"
        for i_y in range(3):
            s_map = s_map + str(i_y + 1) + " |"
            for s_char in self.a_a_s_map[i_y]:
                s_map = s_map + " " + s_char + " |"
            s_map = s_map + "\n"
            s_map = s_map + "  -------------\n"

        return s_map

    def validate_move(self, s_char, i_x, i_y):
        """
        Validates the movement and updates the map
        :param s_char:
        :param i_x:
        :param i_y:
        :return: bool
        """
        i_x = i_x - 1
        i_y = i_y - 1

        if self.a_a_s_map[i_y][i_x] == " ":
            self.a_a_s_map[i_y][i_x] = s_char
            return True

        return False

    def check_win(self):
        for s_char in ["O", "X"]:

            # check horizontal
            for i_y in range(3):
                i_horizontal_match = 0
                for i_x in range(3):
                    if self.a_a_s_map[i_y][i_x] == s_char:
                        i_horizontal_match = i_horizontal_match + 1
                if i_horizontal_match == 3:
                    return True

            # Check vertical
            for i_x in range(3):
                i_vertical_match = 0
                for i_y in range(3):
                    if self.a_a_s_map[i_y][i_x] == s_char:
                        i_vertical_match = i_vertical_match + 1
                if i_vertical_match == 3:
                    return True

            # Check diagonal
            if self.a_a_s_map[1][1] == s_char:
                if self.a_a_s_map[0][0] == s_char and self.a_a_s_map[2][2] == s_char:
                    return True
                if self.a_a_s_map[0][2] == s_char and self.a_a_s_map[2][0] == s_char:
                    return True

        return False

    def check_stale(self):
        for i_y in range(3):
            for i_x in range(3):
                if self.a_a_s_map[i_y][i_x] == " ":
                    # Is not full
                    return False

        # We checked all and all were full
        return True


def get_from_keyboard(s_question, i_min, i_max):
    i_number = 0
    while True:
        s_answer = input(s_question)
        try:
            i_number = int(s_answer)
        except:
            print("Please, type a number")
            continue

        if i_number < i_min or i_number > i_max:
            print("Invalid value. Values should be between", i_min, "and", i_max)
            continue

        # Validations are Ok
        break

    return i_number


if __name__ == "__main__":
    o_tictactoe = TicTacToe()

    while True:

        s_map = o_tictactoe.get_map()
        print(s_map)

        while True:
            i_x = get_from_keyboard("Your move O for x: ", i_min=1, i_max=3)
            i_y = get_from_keyboard("Your move O for y: ", i_min=1, i_max=3)

            b_valid_move = o_tictactoe.validate_move("O", i_x, i_y)
            if b_valid_move is False:
                print("Invalid move")
                continue

            break

        s_map = o_tictactoe.get_map()
        print(s_map)
        b_check_win = o_tictactoe.check_win()
        if b_check_win is True:
            print("Player O wins!")
            exit(0)

        b_stale = o_tictactoe.check_stale()
        if b_stale is True:
            print("Nobody wins in war")
            exit(0)

        while True:
            i_x = get_from_keyboard("Your move X for x: ", i_min=1, i_max=3)
            i_y = get_from_keyboard("Your move X for y: ", i_min=1, i_max=3)

            b_valid_move = o_tictactoe.validate_move("X", i_x, i_y)
            if b_valid_move is False:
                print("Invalid move")
                continue

            break

        s_map = o_tictactoe.get_map()
        print(s_map)
        b_check_win = o_tictactoe.check_win()
        if b_check_win is True:
            print("Player X wins!")
            exit(0)

News from the blog 2021-09-07

  • Blocking Ip addresses in the firewall

I’ve been blocking entire ranges from Cloud Providers, as some of their Ip’s were being used to try to hack/abuse the blog.

After some time blocking individual Ip’s, I opted for being some more effective and blocking /24 (the class C for the offending Ip).

If you work for a CSP and you can’t see my blog from your range, this is the reason.

  • I have updated my two Python books.

For Python 3 simple exercises for beginners I’ve added this new content:

v.0.29 and v.0.28 Python 3 Simple Exercises for Beginners
Added a new section Games, with a first game “Guess my number”

Provided a solution for the recipe Exercise 3: Create a function that will ask a user for a number from Keyboard input, and return the result, only when the value is between the accepted ranges.

Added two new questions to the Quiz section.

Fixed a docstring in Recipes Exercise 4, referring to a String return value which it was an Integer.

Added an exercise for retrieving a JSON with your public Ip

Added a new exercise for converting bytes to kilobytes with two decimal positions.

Added a new exercise / recipe to SSH to a Server with Username and Password and execute a command, using the Paramiko library.

For Python 3 Combat Guide I have added this new content:

v.1.02 Python 3 Combat Guide

Added a new exercise / recipe to SSH to a Server with Username and Password and execute a command using Paramiko library. I added two examples executing commands uptime and df -h /

Show an alternative way to run Flask apps.

Added new interesting packages.

As long as covid is active I plan to keep the minimum price of each of my books at the minimum accepted by LeanPub which is USD $5.

I also enable bundles and enable LeanPub to make punctual discounts to make them even more affordable to humble pockets.

  • I’m going to teach an initiation to programming class, a live Zoom session of 1 hour, plus 15 minutes for questions, for Free. It will be a very basic starting class for absolute beginners.

It will be performed at a time around 19:00 Irish time, wich is 11:00 AM in Irivine, CA time, to maximize the opportunities for people to assist.

If you would like to join, write me an email:

There are not many spots available, but if there is no room for you this time I may contact you for the next time.

This version adds class StringUtils, and a set of methods to perform different useful tasks with Strings, like converting a number to the biggest unit with sense, like a large number of bytes to PB, a smaller one to TB, or GB, MB, KB, justifying strings to the right or to the left, and cap the number of chars to a specified one, etc…

I have many libraries that I’ve been building across the years, and I’m liberating them as Open Source, as soon as I have time to make sure that are compatible with Python 3.5 or superior (and with Python 2.6 when possible), and I have time to add a decent Unit Testing Code Coverage.

I try to release libraries that have no other dependencies. After that I’ll start releasing my libs that have dependencies, like to work with MySQL, SQLite, web scrapping, etc…