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Author: Kevin Feasel

Calculating Current-Period Month, Quarter, and Year-to-Date in Power BI

Marco Russo and Alberto Ferrari show off their intelligence:

Time intelligence functions such as month-to-date (MTD), quarter-to-date (QTD), and year-to-date (YTD) in DAX operate relative to the current filter context. Their outcome depends on the filter applied, making them both adaptable for various periods and useful for comparisons. But, if you wish to showcase the most recent data – for the “current” period – there is a complication: without the proper filter, you may not get the data you aim for.

Read on to see what they mean and how you can avoid this issue.

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The Query that Wouldn’t Go Parallel

Reitse Eskens was living in a black-and-white world, smoking at a dilapidated desk in a run-down office in a beat-up city, when she came through the door:

So what’s up this time. Our client has moved to Azure in classic lift and shift scenario. Well, almost. They’ve deployed new VM’s and installed SQL Server 2019 Standard in nice DTAP setting. The VM’s are standard E16-4as-v4 SKU. 4 vcpus and 128 GB memory. The disks are Premium SSD LRS ones with 2300 Max IOPS.

Their on-premises environment was a SQL Server 2016 standard edition running on a virtualisation layer with 128 GB of memory and 8 cores.

In both cases there are 2 numa nodes dividing the amount of cores between them.

Read on to learn more about the problem and what Reitse & co did to resolve it. Also check out the comments—Daniel Hutmacher, in particular, I think has the reason nailed.

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Bring-Your-Own-Key in Azure SQL Database

Rod Edwards shares some hard-earned guidance:

Some organisations are more strict on security than others. Thats just the way of the world, whether it be local policy, industry policy, paranoia or worryingly…just not considering it a priority.

This is why Microsoft have to offer BYOK, no, not the famous Icelandic singer from the 90’s and beyond either. I’m (very) tenuously referring to “Bring Your Own Key” which allows customers to let the encryption key to be handled by Microsoft for their encryption purposes, but create and use one of their own.

Read on to learn more about how it works, as well as a couple of important warnings you should keep in mind.

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From Probabilities to Odds

Bryan Shalloway explains how odds and probabilities intertwine:

However human understanding of odds predates our formal understanding of probability. You can find references to odds dating back to Shakespeare:

Knew that we ventured on such dangerous seas
That if we wrought out life ’twas ten to one;
– Shakespeare’s Henry IV, Part II, 1597

Yet, in most common settings, modern society has largely supplanted odds for probabilities. You can imagine if Shakespeare were writing today the line might end “’twas ten out of eleven.

Read the whole thing.

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Creating and Connecting to an Azure Postgres Cluster

Louis Davidson shares some notes:

As I have dealt with other platforms, PostgreSQL has stood out to me as the platform I am most interested in because it feels like the one that is most competitive with SQL Server’s platform (Oracle is out there too, as is MySQL, and many others, but PostgreSQL feels like the balance of affordability and features that it has a similar feel enough to get started.)

There are a few high-level differences that can be confusing. A cluster is really just a server (or in SQL Server, an instance). Second, the way you execute a batch of code is very different, and sometimes this is based on the tool you are using. As you dig into how PostgreSQL works, some things will feel really normal, and some stuff will be very different from the other servers you have used.

Read on for the first post in the series, covering setup and connection.

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Fitting Distributions to Datasets in R

Steven Sanderson tests a distribution fit:

There are two main ways to fit a gamma distribution to a dataset in R:

  1. Maximum likelihood estimation (MLE): This method estimates the parameters of the gamma distribution that are most likely to have produced the observed data.
  2. Method of moments: This method estimates the parameters of the gamma distribution by equating the sample mean and variance to the theoretical mean and variance of the gamma distribution.

Click through to see which technique Steven uses and an example of how it all works.

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Building Connect 4 with T-SQL

Tomaz Kastrun figures out a useful way to play a game while looking like you’re doing important work:

Connect 4 is a classical board game, consisting of a board of 6 rows and 7 columns and 42 tokens (of two colours, each player with 21). The first player to get four tokens in a row, column or diagonally, wins!

Simple game rules:
1. only one token can be added at the time
2. each player have their own colour (sign) of tokens
3. the game is ended, when the first player connects four tokens in a row, column or diagonally

Actually, I take that back: Tomaz has figured out a useful way for two people to play a game while looking like they’re doing important work. That’s twice as good.

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Notes for Trying out Postgres

Ryan Booz offers some guidance:

PostgreSQL continues to be all the rage in 2023, whether in “vanilla” form of the fully open-source distribution or a variant like Amazon RDS, Neon, Yugabyte, and others. If you’re interested in trying PostgreSQL but only have experience with another database like SQL Server, it can feel a bit daunting to get started.

In this small series, we’ll walk you through the process of connecting to a version of PostgreSQL locally or in the cloud. Next, we’ll discuss some options for sample databases and show you how to restore them. And finally, we’ll finish by demonstrating a few ways to connect to and query the database.

Click through for the article.

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