avatarMarilyn Flower

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zations-for-columnstore-compression">here</a>.</p><p id="fc40">An example of over-configured workload management is when resources are reserved for a workload group even when there are no active requests in it. When setting up a workload group, you can define the minimum % of resources that are always reserved for the group. This is very useful in cases when you have to ensure that SLAs are met, but it should always be done with caution. If such strict isolation of resources is not required, it’s better to use a shared resource pool in combination with different workload importances.</p><h2 id="3041">3. Using clustered columnstore index for staging</h2><p id="23d4">By default, dedicated SQL pool will set up tables using clustered columnstore indexes. These are highly compressed, column-based data structures optimized for analytical workloads on large tables, but they can be expensive to build.</p><p id="5dbe">When loading data into a clustered columnstore index, the rows are first split into row groups (batches) which then are separated into column segments before each of these segments get compressed.</p><figure id="c79e"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*NUSN2jBohgHVlSGhjbgToA.png"><figcaption><a href="https://learn.microsoft.com/en-us/sql/relational-databases/indexes/columnstore-indexes-data-loading-guidance?view=sql-server-ver16">Source</a></figcaption></figure><p id="0b0b">Because building a clustered columnstore index is a resource intensive process, using them for temporary staging tables creates an unnecessary overhead without providing any benefits. When comparing the throughput of bulk loading processes for clustered columnstore indexes and heap tables, a 2–3x difference can be observed (<a href="https://techcommunity.microsoft.com/t5/sql-server-blog/data-loading-performance-considerations-with-clustered/ba-p/305223">link</a>).</p><p id="1bcf">While avoiding the aforementioned 3 mistakes when working with a Synapse dedicated SQL pool can help you save cost by utilizing your resources more efficiently, finding the right combination of tools for your business needs can be challenging. We at Starschema can help you identify the technologies that will best serve your use cases and fine-tune them for optimal performance. <a href="https://starschema.com/contact">Reach out</a> — we’d love to talk.</p><p id="ed30">To learn how Synapse fares against Databricks, Snowflake, Redshift and BigQuery fare and scale in terms of query performance, cost per performance and differentiating feature value, see the results of our extensive testing in this white paper:</p><div id="2298" class="link-block"> <a href="https://starschema.com/kb/cloud-data-warehouse-benchmark-2023"> <div> <div> <h2>Cloud Data Warehouse Benchmark 2023</h2> <div><h3>As cloud data warehouse providers race to improve the scalability, performance and cost-effectiveness of their…</h3></div> <div><p>starschema.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*QBnOLQvJ3CUAhQ_C)"></div> </div> </div> </a> </div><p id="28bd"><b>About the author</b></p><p id="a1e9"><i>Marton is a highly skilled data professional with experience in commerci

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al aviation and electronics manufacturing. He holds a Master’s degree in data science from Tilburg University and previously worked as a data scientist with the top management of a major European airline, where his transformational work helped save millions of euros for the company. In his current work as a data engineer at Starschema, he helps Fortune 500 companies build data platforms to unlock greater value from their data. Connect with Marton on <a href="http://www.linkedin.com/in/martonmesz">LinkedIn</a>.</i></p><p id="272c"><b>REACH OUT TO STARSCHEMA <a href="https://starschema.com/contact">HERE</a>:</b></p><div id="2f2e" class="link-block"> <a href="https://starschema.com/contact"> <div> <div> <h2>Let’s talk | Starschema</h2> <div><h3>We help your organization become data-driven</h3></div> <div><p>starschema.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*JnBf22UiwDSON2-d)"></div> </div> </div> </a> </div><p id="742c"><b>READ MORE STORIES FROM STARSCHEMA:</b></p><div id="4934" class="link-block"> <a href="https://readmedium.com/find-the-balance-between-cloud-cost-and-efficiency-889958c39908"> <div> <div> <h2>Find the Balance between Cloud Cost and Efficiency</h2> <div><h3>Learn how to measure the ROI of a cloud migration and get clarity on the opportunities and challenges inherent in…</h3></div> <div><p>medium.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*3onHo1F--Lp3oe9M)"></div> </div> </div> </a> </div><div id="a8c0" class="link-block"> <a href="https://readmedium.com/data-fabric-vs-data-mesh-find-the-right-fit-for-your-organization-40b37f4efba"> <div> <div> <h2>Data Fabric vs Data Mesh: Find the Right Fit for Your Organization</h2> <div><h3>Learn the differences between data mesh and data fabric architectures and find the right one for your data governance…</h3></div> <div><p>medium.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*uR7nzrNVrfSbaH6x)"></div> </div> </div> </a> </div><div id="5263" class="link-block"> <a href="https://readmedium.com/from-guesswork-to-genius-how-to-get-maximum-value-from-marketing-data-and-automation-b7600346dee7"> <div> <div> <h2>From Guesswork to Genius: How to Get Maximum Value from Marketing Data and Automation</h2> <div><h3>See how one company used marketing data to learn more about their audience and run more effective campaigns — and how…</h3></div> <div><p>medium.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/1*nJFWer2IZmGd2KJAGBR-3g.jpeg)"></div> </div> </div> </a> </div></article></body>

Using SoulCollage® to Reveal the Various Faces of Myself and My Characters

The One and Many aspects of our Soul come in and out to play

The writer meets her MC through the magic of collage, Photo by Gpoint Studio, collaged on Canva by author

I do SoulCollage® because it speaks to my writer’s soul.

As I mentioned in post published last week, discovering how to collage a deck of tarot-like cards that tell the story of me was a eureka moment. I’m hooked.

My first question was, why is it called SoulCollage®? It has a nice ring to it, but its name also speaks to the heart of the practice.

A practice created by a Jungian art and psychotherapist with a master’s in divinity from Yale is bound to go deep. Intrigued, I ordered SoulCollage®’s creator, Seena B. Frost’s book, Soul Collage Evolving, and read up on the principles informing the practice.

Starting with Soul

We writers throw this word around a lot. We may refer to the soul of our story. The soul of my novel in progress is a redemption story. As in its deepest essence. It’s also humorous, but that’s along its surface.

We refer to the soul of our characters as well. My main character Pastor Silver’s soul (and halo) gets very tarnished before its act III polish.

But how is soul used in SoulCollage®?

Seena puts it this way:

The word Soul in SoulCollage® work is inclusive. It includes all the Netters (aspects or facets) of the personal self: the personality parts, including the ego, the energies of the physical body, and the archetypes that come from the cosmic realms to influence us, and even other sentient beings….This Soul might also be called the Whole Self. and it is actually holy simply because it is a form manifested originally from Source.

No matter how shadowed the Soul becomes through a lifetime, at its core, there is a spark of the holy. I call that spark of Source which lies at the center of every Soul SoulEssence.

We each have a SoulEssence. And so do our characters.

How does this translate to making collages?

In SoulCollage®, we assemble images that speak to us in a compelling way. We play with them, combining them in a variety of possible arrangements, seeing what want images want to go with what others. There are no rules for this, other than what feels right.

Once we’re satisfied with the arrangement, we glue them to a card or board. I call these soul cards.

Seena calls what’s revealed to us on our cards a Neter. She says, Neter is my favorite substitute word for energy, presence, guide, ally, or challenger. The word itself comes from ancient Egypt.

Its mysterious and paradoxical meaning appealed to Seena:

It seems that the word Neter pointed to God beyond God, or what in SoulCollage® work we call Source. Neter meant the One from which all that exists arises. But–and herein lies the paradox of this word–Neter meant, at the same time, the Many.

What or who constitutes the many?

According to Seena, it’s our inner personality parts, physical energies, members of our community, and archetypes that are part of our souls.

Neters also reveal significant facets of our character’s souls.

When we know our own foibles and failings, as well as our talents and strengths, we create more well-rounded, human, and hence, believable characters.

We have many, many Neters but they all come from one Source. As do our characters. In fact, my characters often have my Neters.

Sometimes that happens consciously. Other times, accidentally.

My main character, Pastor Sterling, has my quirky sense of humor and my struggles with honesty and integrity.

He’s hiding an affair from his wife, and his life is unraveling before his eyes. That’s why he’s so fun to write. I complicate his life with familiar struggles and then pile on even more.

Silver and his ‘flock,’ Photo by cglade, image collaged in Canva.com by author

In making a card with Pastor Sterling in mind, I’m drawn to images of sheep since his church is called Jesus the Lamb. If I saw a ram charging head down I’d grab it. Silver’s look good gets knocked over, and knocked hard in the process of getting knocked up. After all, the book’s called Man Pregnant! and he’s a pro-life minister.

While he’s a horrible husband, he’s a devoted dad. That’s a different Neter that comes out in my story. And a redeeming feature. So I’ll make a card for that side of him as well.

Using Soul Cards while Writing

As I make my soul cards, I put them where I can look at them as I write.

Yes, I have a character profile. But I love having visuals encapsulating his complexities at a glance. It makes it easier to keep more of him in mind as I write. These images also inspire scenes I might not have thought of without them.

I can put that charging ram into my story in the form of the men’s fellowship. They gang up on Sterling, demanding he do their bidding. Which is the opposite of his wife’s and their pro-life group, B.A.A. I’ll even name the men’s group the Righteous Rams.

Beware the Shadow

In her book, Seena refers to Shadow quite a bit. Not surprising for a Jungian scholar. Rather than labeling things good or bad/evil, she looks at the shadows cast by the Neter’s energy as balanced or unbalanced.

When its energy is perfectly balanced, a Neter casts no shadow. It just is.

But often Neters cast a shadow.

She writes: Shadow is either an exaggeration of its best energy–too much of it– or it may be the absence of its best energy — -too little of it.

One of Sterling’s Neters is a healthy libido. But aphrodisiacally enhanced, his libido falls into the too much category, casting a long shadow over not just his life, but those all around him.

That shadow includes his unwanted pregnancy. In addition to messing up his life, it messes with his virility, an example of the not enough category.

Nice to know Neter’s aren’t static. There’s a range on a rich continuum full of juicy choices to inflict on our characters and spice up our stories.

Whether or not you use SoulCollage@, these possibilities are worth exploring.

So I leave you with these questions:

What’s the SoulEssece of your story? Of your main character?

What Neters or aspects of yourself are reflected in your character(s)?

What Neters do your characters express that are not reflected in you?

How do the shadows of these Neters come out in your story?

Would any of this be fun and/or revealing to explore via collage?

Let us know how it goes!

Here are additional resources for SoulCollage® and writing.

Marilyn Flower’s the author of Creative Blogging: Ninja Writers Guide to Character Development and Bucket Listers, Get Your Brave On. Clowning and improvisation strengthen her resolve during these crazy times. Follow her Sacred Foolishness and Stay in touch!

Writing
Soul Collage
Character
Fiction
Soul
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