How To Mount S3 Bucket In Linux Using S3FS

Here is the simple step by step procedure to mount s3  bucket on linux

Step 1: Remove Existing Packages


Step 2: Install Required Packages


Step 3: Download and Compile Latest Fuse


Step 4: Download and Compile Latest S3FS


Step 5: Setup Access Key



To unmount



About SCM Source Code Managment System

GIT The Source Code Management System(SCM)

Many people uses version control system but they have on idea why they are using it, as the team is using, they will also use it get work done.

Why do we need version control system? Here are the few requirements, from where the SCM idea comes.

See the project directory with out version control system. Project directory with no SCM

When ever you think to have snap shot of your source code for that particular moment, then you have to copy your source code directory by naming it according to that moment. Like wise you may do it with tarballs to save memory. Its horrible….not?, you will end up with endless tarballs or directories as per the project.

Just think, your other developer asked about release code that you did on some x day. Then you have to send him whole project directory if every file got changed and he is not having those changes. You did some performance fixes, it takes 70% refactoring, and it’s an experiment then you should keep your project directory backup, before you starting doing these performance fixes. And also you need to have directory/tarball when you completed with your changes, because you may not undo your 70% of changes if you want the last stable code that you have before 70% of refactoring for performance. If these changes are not stable and will take long time to get them stable, in such a case you will replace your production with the directory that you copied before you did performance fixes.

If we go like this, you will end up with whole hard disk with your single project. Even though, you will not dare to find some directory(If you think of directory as snap shot or save point).

Now come to team collaboration, there is no pretty much better way to communicate with the team with code changes up to dated as per time with out SCM. Some times your team will need to wait for the fixes those are being implemented by others, to get source code. In this case one person can work faster than the 10 persons. Because every body else will end up by doing nothing other than taking/giving changed files looking at differences, asking others about changes and finally preparing single file by combining working changes.

All this story about when we don’t have source code management system. Now imagine the development with out SCM.

Thats why the version control system comes into picture.

Version control, also known as revision control, source control management, is the management of changes to files, programs and other information. Version control system allows us to track the incremental changes in files or content. Provides the ability for many developers to work on single file or project concurrently.

The project directory with SCM (GIT) Project With SCM

There are lot of SCM softwares out side including open source and commercial. Here are few….

  • CVS
  • SVN
  • BitKeeper
  • GIT
  • Mercurial

There are lot of softwares available other than I have mentioned, you can find them at list of version control systems

We can classify the version control systems based on their model. That is centralized and distributed. You may call centralized as client server model. As there are many version control systems no one meet all requirements at all.

Here are few characteristics of version control systems, which will vary around each version control system.

  • User interface
  • Performance
  • Memory management
  • Learning cure
  • Maintenance

Apart from them there are two other things to consider, Open source/Proprietary Centralized/Distributed

Lets have a look at GIT. GIT is a distributed revision control system which is especially designed for speed. It was designed by Linus Torvalds in early 2005. It was designed to manage kernel source code, and for the BitKeeper
replacement. Linux kernel was managing with BitKeeper before GIT was invented. It’s initial release was 7 April 2005. GIT is really helpful for open source projects where it supports merges much better than any other SCM.

Here is how GIT distributed(decentralized) model would look like.GIT decentralized model

And centralized model would look like:GIT centralized model

In centralized model whole git history is resides in only central repository. We need to have connected via network to commit our changes unlike git(distributed). It required additional maintenance and need to take source code backups to regret central repository from any hardware failure of so.

First time with GIT:

Every git repository is nothing but a directory either on server or locally in your machine.

Creating the GIT repository is very simple, go to the directory that you would like make it as your git repository. To make sure you are in that directory justify it by the command pwd.

figure 1

Here I would like to make my PROJECT directory as GIT repository. It’s simple, with the following command.

figure 2

One more thing, if your directory is git repository you would have .git inside.

figure 3

GIT use to track changes and all with this directory.

We do save our changes with in commit. You may think each commit as one save point. You can go back to that history or save point when ever you want. You can tag commits with your version numbers. That is like v1.0, v2.0, v3.2,…. so on. You may call commit as revision or version as well.

As GIT uses a unique SHA1 to identify the commit. So each revision can be described by 40 characters hexadecimal string. Instead of mentioning this long commit hash into the releases and executables git users tag that specific commit with version number. So we can identify and get that specific source from the incremental git source tree for that version.

For each commit we will give some descriptive message we will call that as commit message. Here is the commit look like, it’s from git source.

figure 4

Here we see four things, commit, author, date and commit message. In each commit git stores the author name and his email. So we need to configure git to take our name and email and other settings if required to have them in commits we do. There are global and repository wide settings/options.

Here is how you can configure settings

figure 5

If you use –global you will have global settings configured. Those will take affect over each repository. Repository settings have more precedence than global. You need to take –global off from the command to have repository wide options configured. Make sure you are in side repository to configure repository wide options. You don’t need to be in repository to set global options.

To view git configured settings, try the command

$ git config –list

figure 6

If you use command line option/argument –global that will show all configured global level options.

$ git config –list –global

There are many more options to customize git behavior. But we very few options often.

GIT First Commit:

There are three states in the git commit procedure. Your file resides in any of the following state, those are

  • Modified
  • Staged
  • Commited

Modified means you have changed or added file and have not stored in git database. Staged means you have marked changes in current version to go into next snap shot, that is commit. Committed means, you have saved your modifications into database. The middle state is optional and it is to avoid accidental commits. We can skip this if required but it’s not recommended.

Adding files and modifying committed files comes under modified state. If you don’t add your new files those will be treated as untracked files.

To add or stage files use the following command.

git add is the multi purpose command we use that to both track new files and to stage new files.

Now add first file into our repository

Create a new file

GIT won’t track the changes of newly added files unless we say. That is unless we track that file. Newly added files are untracked, git won’t show modifications to those files.

Command git status will show us the status inside the repository. It will give the idea about three things, Untracked files, Modified file (Modified files are tracked files ) * Staged files

Here is screen shot where new file will be shown untracked.

Current Status

Now have this file added into the git database.

Add Modified File(s)

The status after we added that file,


In the above screen shot command git add made the given file stated. The files which are below the secion #changes to be committed are staged files. It’s second state as we discussed. Now we have to commit the staged file. The git commit will do that. It will take the argument -m along with the commit message. If we don’t give commit message with -m we will have editor open to enter commit message.

Finally, to see our history or previous commits we have the command

How to secure yourself with GPG

Generate your key

  1. Run following command in your shell,
  2. Now program will ask you to choose couple of options, use following preferences
  3.  Please select what kind of key you want: 1    RSA and RSA (default)
  4.  What keysize do you want? (2048) 4096
  5.  Key is valid for? (0) 0
  6. Is this correct? (y/N) y
  7. Now enter name, email and comment message.
  8. Change (N)ame, (C)omment, (E)-mail or (O)kay/(Q)uit? o
  9. Finally, enter a passphrase to protect your secret key.

Edit your key

We can later edit key to use other options.
e.g Lets set our key to use stronger hashes.

  1. Edit key using following command,
  2. Now set hash preferences as follows,
  3.  Really update the preferences? (y/N) y
  4. Enter your passphrase
  5. Save new preferences by command,

Make available your key

There are 2 ways to make available your key to other users.

  1. Give them manually. Use following command,

    You will get your public key. Copy and paste it and send to other user.
  2. Upload to key server. You can do this again using 2 ways. One is using, forms available on server. While for second way, first grab your id using following command’s output & then upload to keyservers like


Importing other keys

  1. Import other user’s keys. We can import keys of other users with multiple ways. From text file – If someone sends you text file containing his public key, import it as,

    From key server – There are some popular key serves which host public keys.
    One of such server is Here you can search particular user’s key as follows,
  2. Validate key. The easy way to validate person’s identification is match fingerprint of key.
  3. Sign imported key as,
  4. Optionally you can send back signed key

Using gpg key

  • To encrypt message using your key use following command,
  • To decrypt file,

    Creating revocation certificate

There is always possibility that your master key-pair may get lost. (and may be stolen if you are unfortunate). If this happen, you must tell other people to not use your public key. This can be done using revocation certificate. Generate revocation certificate using following command,

Store it safe somewhere separately from master key-pair

Some useful commands

  • List available keys,
  • Update key information,




Coloring shell output

Using coloring, we can enhance output of shell script. Run following script in your terminal and see magic.


10 MySQL best practices

When we design database schema it’s recommended to follow the beast practices to use memory in optimal way and to gain performance. Following are 10 MySQL best practices

Always try to avoid redundancy

We can say database schema designed is the best one if it is having no redundancy. If you want to avoid redundancy in your schema, normalize it after you design.

Normalize tables

Database normalization is the process of  organizing columns and tables in relational database to avoid redundancy. Find more about normalization here

Use (unique) indexes on foreign key columns

We use foreign keys for data integrity and to represent relation. Some times these are result of process called normalization. When tables are mutually related obviously we can’t query  the data without using joins

Avoid using varchar for fixed width column instead use char

Choose the right one CHAR vs VARCHAR. CHAR(15) will just allocate the space for 15 characters but VARCHAR(15) will allocate the space only required by number of characters you store.

Always use explain  to investigate your queries and learn about how mysql is using indexes

EXPLAIN  statement is very handy in mysql. I’m sure it will spin your head. This statement will give you analyzed report. Where you can use it to improve your queries and schema. It works on both select and update. If you try it on update queries it will that query as select and will give you the report.

Use right data type

Choosing right data type for you column will help you to get rid of many bottle necks. MySQL query optimizer will choose the indexes based on data type you used in query and column datatype. There are many MySQL datatype.

Use ENUM if required  

ENUM is one datatype that mysql supports. By using this you can save lot of memory if you have predefined and predictable values in your database column.

Don’t use too many indexes, it will slow down the inserts and updates. Only use the indexes on selected column

As you know indexes will help you query data much faster than expected. It’s very tempting to you indexes on unintended columns. Choosing index on every column or unnecessary columns will get you slow inserts and updates. You need to think of indexes as seperate table. Where MySQL needs to create a index for every insert in seperate table/file. It’s extra overhead.

Tune  mysql default parameters

MySQL comes with default parameters. These parameters are not suitable if you want use mysql on dedicated machine or production. You have to tune these parameters. Formally we call them as system variables.

 Always create an account with associated hosts instead of wildcard %

MySQL manages the user with associated hosts. i.e, the user  root@localhost can’t login to mysql from everywhere except localhost. but root@% can login from every where. Using only associated hosts will mitigate many attacks those are in your blind spot.


How to implement Websocket server using Twisted.

HTTP is a request-response type one way protocol. For the web application where continuous data is to be send, websocket was introduced. Unlike HTTP, websocket provides full duplex communication. Websocket, which can be said as an upgraded version of HTTP, is standardized to be used over TCP like HTTP. In this article I will share my experience in implementing websocket with twisted, a framework of python for internet. If you are familiar with websocket, then you can skip to twisted.web or else below is a little introduction to websocket.


To initiate communication using websocket, a Handshake need to be done between client and server. This procedure is backward compatible to HTTP’s request – response structure. First the client sends a handshake request to the server which looks like:

Sending Upgrade header in request with value websocket will acknowledge server about websocket communication. Now if server supports websocket with specified sub-protocols (Sec-WebSocket-Protocol) and version (Sec-WebSocket-Version), it will send adequate response . Possible response could be:

In response, server will send 101 Switching Protocols code and Sec-WebSocket-Accept whose value is calculated using Sec-WebSocket-Key. you can find more information here. After a successful handshake, any of the peer can send data to each other which must be encoded in binary format described in websocket RFC. A high-level overview of the framing is given in the following figure.


websocket using twisted wire diagramAs in normal twisted.web server , at TCP level, we have HTTPChannel class (a child class of T.I.protocol.Protocol) and server.Site class (which is the child class of T.I.protocol.ServerFactory). Also a Resource instance needs to be passed to class, so that it can serve GET request.

Whenever a data is received, DataReceived method of HTTPChannel is invoked. Now if data starts with ‘GET’, allow the HTTPChannel handle it, which will invoke the render function of the root resource provided to Site class. Render will set 101 response code and will compute the websocket response key. During handshake do not send any raw data, because if handshake is successful this will be considered as framed binary data. Even if you want to send, frame it and send.

If data doesn’t start with ‘GET’, that means we can assume it is a binary encoded message. Now this message can be decoded using, which is a very simple data framing module following WebSocket specification. Data send to the client by server should be unmasked as per the websocket specification.

Below is code example of an echo websocket server.


How to install Asterisk on CentOS

In this installment of our How To, we are going to go over on the topic of how to install Asterisk on CentOS. For this we are going to use Asterisk 13 and CentOS 7 minimal version. But, instructions will mostly be similar to other versions of Asterisk and CentOS.

As a first step you need to download latest asterisk on to your machine. For this you need wget tool. As we are using minimal flavor of CentOS even wget tool is not available on fresh install. Run the following command to install wget.

Once, wget is installed successfully, run the following command to download asterisk.

Extract downloaded asterisk tar ball

Install the following dependencies

Once, all the above dependencies are installed. You can now run the following command to enable or disable modules of your choice.

After you are done with the menuselect screen, run the following command to compile and install asterisk

That’s it now you have asterisk installed successfully on your you machine. Run, the following command to start asterisk

Now, you should see asterisk console saying “Asterisk Ready”. Instead, if you encounter the following error

Don’t worry, just run the following command and start asterisk again after that.


How to install Asterisk 13 on Debian 8

In this post we are going to go over on how to install Asterisk 13 on Debian 8 from source. It’s pretty straight forward. Most of the commands shown below needs to be executed with root privileges. So, it’s better to login on console with root user account

First download latest Asterisk 13 version from Asterisk’s web site.

Extract downloaded tar ball

gcc comes installed on Debian 8. You need to install remaining dependencies using following commands

Once all the dependencies are installed. Run the following command

This is exit successfully without any errors. If there are any error like missing packages, you need to install them via apt-get. Before you compile Asterisk you have opportunity to enable or disable modules that you like by running following command

That command will bring up a console application as shown below, where you can navigate around using arrow keys of your keyboard and choose to enable or disable modules of your choice.


Some of the modules in there depend on external packages. You need to install those dependencies in order enable those particular modules.

Now it’s time for compiling asterisk. Run the following command on console.

Once the above command runs with out error, you need to run the following command to install asterisk in system directories.

That’s it now you have asterisk installed on your machine. The following command should bring up asterisk console as shown below


Like it says Asterisk is now ready!