Ambari Architecture is of master/slave type architecture. So, to perform certain actions and report back the state of every action, the master node instructs the slave nodes. Although, for keeping track of the state of the infrastructure, the master node is responsible. But for this process, a database server is used by the master node, that can be further configured during setup time.
Now, we can see the high-level architecture of Ambari by below diagram which also shows how Ambari works:
Ambari is one of the easiest ways I’ve seen to spin up and manage a Hadoop cluster.
Math operations between matrices is possible too. Here, the same matrix is added to itself. Since it’s the same matrix, they obviously have the same number of elements. The first element is added to the first element, the second element is added to the second element, etc.> #Add two matrices. > some_numbers + some_numbers [,1] [,2] [,3] [,4] [,5] [,6] [1,] 2 4 6 8 10 12 [2,] 14 16 18 20 22 24 [3,] 26 28 30 32 34 36 [4,] 38 40 42 44 46 48
This follows from Dave’s prior posts, but you can see some of the pieces start to fit together.
2. Why is Kerberos needed for SQL Server?
When NTLM is used, the client, for example a user logged into a laptop, contacts a domain controller when requesting access to a resource in the network. This resource could be an SSRS report, for example. When using NTLM, the user proves their identity to the SSRS server. Unfortunately, the SSRS server cannot forward the credentials of the user along to the database server. The database server will deny the request, and the end user will see an error message. This is common with SSRS but will also be seen whenever resources are needed involving multiple servers.
When Kerberos is property configured, the SSRS server can pass along confirmation of the identity of the requester to the database server via the ticket. If the login of the original requester has permission to select the data, it’s returned to the SSRS server, and the report is delivered.
Even if you are not using SSRS, you can run into issues when Kerberos is not configured properly. For example, you will often see error messages when trying to connect to SQL Server using SSMS (SQL Server Management Studio) when logged into another server when SPNs are misconfigured.
Having a good understanding of Kerberos can save you configuration headaches when going between servers.
I’ve had a lot of people ask me for this over the past few months and its finally (mostly) ready! There are still a few things I’d like to do with the data models and reports but I wanted to go ahead and get the content shared out since I know many people use this for the Fantasy Football drafts which generally happen during the third week of the NFL preseason.
So here it is. I’ve spent a decent amount of time scraping the data from a few different websites in order to put something together I thought would be useful and fun, so please take a look and enjoy it!
Click through for the file and a YouTube video with more info.
Migrating data from one Data Lake to the other
We started out with a test version of a Data Lake, and this week I needed to migrate data to the production version of our Data Lake. After a lot of trial and error I couldn’t find a good way to migrate data. In the end I found a tool called AdlCopy. This is a command-line tool that copies files for you. Let me show you how easy it is.
Download & Install
AdlCopy needs to be installed on your machine. You can find the download here. By default the tool will install the files in “C:\Users\\Documents\AdlCopy\”, but this can be changed in the setup wizard.
Click through to see how to use this tool.
Currently, the output from the following commands is supported:
You will run the above commands as you would normally do but pipe the output to
ConvertTo-DbaTimeline, the same way as you would with any other
ConverTo-*PowerShell function. The output is a string that most of the time you will save as file using the
Out-Filecommand in order to open it in a browser.
Then, with the
ConvertTo-DbaTimeline cmdlet, you can convert that into an HTML page which looks pretty good.
CALCULATE is somewhat unique in that it evaluates the 2nd, 3rd, …nth parameter first, and evaluates the first parameter last using values from my Filter Context Box. I think it is extremely helpful to list briefly the steps CALCULATE performs whenever it is invoked. (So maybe we are not at 10,000 feet, but 5,000?)
The CALCULATE function performs the following operations:
Create a new filter context by cloning the existing one. (***Important visual step!***)
Move rows in the row context to the new clone filter context box one by one replacing filters if it references the same column. (We will ignore this step for this post)
Evaluate each filter argument to CALCULATE in the old filter context and then add column filters to the new clone filter context box one by one, replacing column filters if it references the same column.
Evaluate the first argument in the newly constructed filter context.
Destroy this newly created, cloned filter context box before moving on to calculating the next “cell.”
If you’re interested in getting started with DAX, this is a good place to begin.