#SimpleStrategies

[rockyschexneider]

Savoring Simplicity: The Surprising Business Wisdom in a Bologna Sandwich

Savoring Simplicity: The Surprising Business Wisdom in a Bologna Sandwich

There's something about the simple mention of bologna that swirls up waves of nostalgia. For many of us, it hearkens back to those uncomplicated school lunches—a basic bologna sandwich, composed of two squished pieces of bread, a single slice of bologna, and maybe cheese if you were feeling fancy. And yet, there was magic in that simplicity. Why did it hit the spot every time?

Simplicity is a concept that resonates beyond lunchboxes. It serves as a metaphor for life and business, especially in areas overloaded with complexity. Take a moment to reflect on affiliate marketing. It's a space where the constant chase for the "next big thing" can pull you in a hundred different directions, fostering a cycle of overcomplications.

Here's the unexpected wisdom: just like a bologna sandwich, the most effective strategies in affiliate marketing tend to be the simplest. Strip away the unnecessary bells and whistles and focus on what consistently delivers results. It's tempting to keep jumping from one shiny object to the next, but true growth thrives in the soil of simplicity. When things are stripped back, clarity and consistency become the true game changers.

The real secret is not about reinventing the wheel but enhancing what's already working. Consistent action on a tried-and-true strategy can lead to success, just as the straightforward bologna sandwich reliably satisfies hunger. It's a philosophy that can save you time and energy and provide the clarity needed to make better business decisions.

Imagine a marketing approach that doesn't require product creation or paid advertisements yet still delivers consistent leads, sales, and commissions. The Ambassador Program allows you to dip your toes into the simplicity pool. It's a proven system that does the heavy lifting on autopilot, enabling you to focus your time efficiently. All it requires is about 30 minutes each day, transforming your work model just like the humble bread and bologna transformed many a lunch hour.

Participating in the Ambassador Program gives you the structure and freedom to build your business in alignment with your personal style while letting the system handle the details. Simplification doesn't mean sacrificing ambition or growth; it merely carves a clearer path toward your goals.

As you embrace this simplicity, you're likely to realize just how liberating it can be. The tendency to overcomplicate is an easy trap to fall into, but once you've figured out the basics, you’ll find yourself wondering why things seemed so convoluted in the first place.

This National Bologna Day, let the humble sandwich serve as a reminder that simplicity holds immense power. Whether it's business strategies or daily life decisions, stripping things back to their core essence can lead to great results. If you're ready to integrate simplicity into your affiliate marketing approach, give this a shot.

Join the community that swears by simplicity and sees results. Try the Ambassador Program for free for 7 days (ENDS AT MIDNIGHT) and experience firsthand the power of not having to do it all by yourself. The simplicity of a bologna sandwich might just inspire the breakthrough your affiliate marketing game needs.

Click here to start your free trial

ENDS AT MIDNIGHT

[marbellatarot]

So many savings tricks combined into one tool. And it's dead simple to use. Unlock the secrets to saving with our all-in-one tool, designed to make your life easier. Discover the power of simplicity today.

[faithfullyblindingjester]

Winning with the 3-Step Micro Strategy System

Big wins don’t need complex plans. Use a simple 3-step strategy for each session:

Observe 10 rounds before any bet

Bet flat on the next 5 based on dominant color

Exit after 2 losses or 3 wins—whichever comes first

This system reduces emotional betting, limits risk, and increases win streak accuracy.

Stick to this micro-strategy for a week, and track your results. Simplicity often wins more than complexity.

#SikkaGaming #SimpleStrategy #MicroPlan #SmartSteps #ControlYourPlay

[treasurehint]

Treasure Hint: A Key to Financial Success Grow your earnings with Treasure Hint’s proven strategies for members. Discover unique ways to make more money and join our winning team. Get started now! #TreasureHint #BoostYourEarnings #MemberGrowth #SimpleStrategies

[therealtradertrainer]

The KEY to Making Money in the Stock Market | MUST READ CAPTION

The KEY to Making Money in the Stock Market | MUST READ CAPTION https://www.youtube.com/watch?v=qqrKgBNNm2Q The secret to successful day trading: CLARITY. 📈 It’s time to stop trading anything and everything - and start getting clear on what YOU want a stock to do. By getting clear on simple criteria you’re looking for and crafting a straightforward and easy-to-follow strategy, you’re paving the way to not only track your results effortlessly but also make timely improvements. 📊 Why complicate things when the answer lies in simplification? Master the art of day trading by embracing a minimalistic approach, allowing for better focus, clearer decisions, and enhanced profitability. 🏆 Click the link in our bio and learn how to create a simple day trading strategy that works. From beginners to experts, this approach is designed for anyone looking to take their trading game to the next level. 📚 I’ve made some Free Trading Guides and a Trade Tracking Journal I think will really help. More coming soon 🙏 👇Full Video and Free Trading Guides👇 ———👉LINK IN CHANNEL BIO👈———— 💬Comment to start a chat with me! It’s my mission to help save as many struggling day traders as possible🙏 ============================== So I can help unlock your trading potential 🚀 FOLLOW @TheRealTraderTrainer #DayTrading #TradingSimplicity #ProfitableTrading #InvestmentStrategies #FinancialFreedom #TradingBasics #InvestSmart #StockMarket #TradeWisely #SimpleStrategies #TradeWithConfidence #therealtradertrainer #SmartTrading #StockTradingTips #simplifyyourtrading via TheRealTraderTrainer https://www.youtube.com/channel/UCMZjkOXOmG7MuVVJUQWRh3w August 15, 2023 at 10:39PM

[ultimatefxtools]

⚡ Quotex - SIMPLE TRADING METHOD 👌

[theadventuresofpickleballjim]

Pickleball Tip #4 from Collin Johns: REGRESS To The MIDDLE

[tradersir]

Is Forex Trading Easy? https://www.orbex.com/blog/en/2019/11/is-forex-trading-easy

[snowe-zolynn-rogers]

The BNHA Group Chat Fic Nobody Asked For

Pairings: Todoroki Touya (Dabi)/Mr Compress (Sako Atsuhiro), Shimura Tenko (Shigaraki Tomura)/Chisaki Kai (Overhaul)/Kurono Hari (Chrono), Yamada Hizashi (Present Mic)/Aizawa Shouta (Eraserhead)/Shirakumo Oboro (Loud Cloud), Fukukado Emi (Ms. Joke)/Kayama Nemuri (Midnight), Bakugo Katsuki/Kaminari  Denki/Kirishima Eijiro, Iida Tenya/Monoma Neito/ Aoyama Yuuga

Word Count: 2,065 Words

Summary: Tetsutetsu's girl squad has a meeting, Halloween outfits, Sako and Touya are cute, and Kaminari comes out.

Warnings: Teen/Underage Pregnancy Mention, Period/Menstruation Mention, Food Mention, Blood Mention, Cursing, Death Mention, Half Blind Character, Deaf Characters, Mostly Mute Character (due to a different medical issue), Selectively Mute Character, let me know if I should add anything else.

Usernames: We Are Number One™ Aizawa: Dadzawa, Aoyama: immafiringmahlaser, Ashido: princessbubblegumknockoff, Asui: Galvan, Iida: Emergency Exit, Uraraka: 9.8, Ojiro: tailfloof, Kaminari: Pichu, Kirishima: baby shark, Koda: youredoingamazingsweetie, Sato: GuyFieriIsGod, Shoji: Cthulhu, Jirou: Jack Skellington, Sero: Spider-Man, Tokoyami: EdgarAllanCrows, Todoroki: WHERE?, Hagakure: cena, Bakugo: WHAT?, Midoriya: SmolMight, Mineta: Mineta, Shinsou: exhausted, Yaoyorozu: TheGreatCreator, Kurono: stopwatch, Chisaki: donthugmeimscared, Yukimura: choticgaydisaster, Bubaigawara: shadowclonejutsu, Shimura: idontfeelsogood, Awase: illrememberyouallintherapy, Kaibara: IDOWHATIWANT, Kamakiri: scyther, Kuroiro: itsmeyaboy, Kendo: Akimichi, Kodai: deadinside, Komori: shroomgurl, Shiozaki: wElCoMeToBiBlEsTuDiEs, Shishida: furry, Shoda: cryptid, Tsunotori: mylittlepony, Tsubaraba: airbender, Tetsutetsu: Iron Man, Tokage: t-rex costume, Fukidashi: glorifiedtextbubble, Honenuki: Eren Jaeger/spookyscaryskeletons, Bondo: Slimer, Monoma: HopeSummers, Yanagi: iLiEdImDyInGiNsIdE, Rin: snek, Toga: mystique, Sako: lostmymarbles, Hikiishi: queenofmagnetism, Iguchi: eye gucci, Shinokanri: stardust

Usernames: Emos Anonymous Kaminari: blackcloakedbrides, Shoji: fryingpan, Jirou: greentwentyfourhours, Tokoyami: myscientificinfatuation, Todoroki: twentyoneplotpoints, Bakugo: immobileinwhite, Midoriya: falldownboy, Shinsou: stabtheveil, Kurono: inhalecarolina, Chisaki: plummetingininverse, Yukimura: anxietyintheclub, Shimura: nappingwithsirens, Kuroiro: thousandfootcane, Kodai: marianaspit, Monoma: entiretimelow, Yanagi: recentyearsday, Sako: halfminutetomars, Aizawa: hollywoodlivingdead, Shouji: fryingpan, Kurono: inhalecarolina, Aoyama: phantomtown, Honenuki: visualizedragon, Sako: halfminutetomars, Awase: distressparade, Shinokanri: simplestrategy

Usernames: UA Teachers Are Tired™ Eraserhead/Aizawa: grumpy scarf cat, Present Mic/Yamada: screeching cockatiel, Midnight/Nemuri: chaotic goth gay Ingenium/Iida: gotta go fast, AllMight/Toshinori: actual sunshine, Vlad King/Kan: bloody hell, Power Loader/Majima: speechtotext, Ectoplasm: needalegup?, Snipe: kazoo cowboy, Cementoss: concrete block, Blackmist/Kurogiri: goth portals

Oh? Tea-Chapter 5

7:32 AM

We Are Number One™

WHERE?: [pic of Kumo, Ahma, and Sora playing tag with Kaede and Michi]

WHERE?: {pic of Hoshi, Tsuki, and Taiyo drawing with Asahi and Emica]

WHERE?: They're adorable today.

SmolMight: precious.

EdgarAllanCrows: I stan ten (10) good daughters of darkness.

SmolMight: Tokoyami and Dark Shadow helping with the girls is the cutest thing to see. I have been blessed upon witnessing this.

EdgarAllanCrows: They have claimed me as their weird bird uncle. I accept this. I shall cherish and spoil them.

chaoticgaydisaster: Thank god we have you to help, Tokoyami. I can't fucking move.

Emergency Exit: Why can you not move? Are you injured, Touya? Should someone help you to Recovery Girl?

chaoticgaydisaster: no, I'm just having my period and day two hurts more than day one.

lostmymarbles: I'll get your hot water bottle and ice cream.

Dadzawa: I got you excused from your hero training class today. Shoto, do you need to be excused today as well?

WHERE?: As much as I hate the assumption that me and my brother have the same cycle, we do and yes I do need today off hero training class.

mylittlepony: Why do they get off? Aren't periods normal?

SmolMight: they both have issues with their menstrual cycles where Shoto's is very heavy and Touya's is very painful.

mylittlepony: Oh, I get it, please excuse my ignorance of the situation.

chaoticgaydisaster: it's fine, Pony.

WHERE?: it's okay, you didn't know.

Iron Man: Do you two need anything?

HopeSummers: Tetsu, no, you can't abduct them into your little group.

WHERE?: I'm scared to ask, but what group?

Akimichi: Tetsutetsu is the leader of the UA Girls Protection Squad. He helps us all with our monthlies and just generally protects us from the grape gremlin in your class.

WHERE?: I agree to be abducted into this cult you have, Tetsutetsu.

chaoticgaydisaster: same here. let me join your cult.

Iron Man: These are now my children.

glorifiedtextbubble: great, he has more children

t-rex costume: meeting happens in one of you two's rooms tonight.

deadinside: We'll come at the meeting bearing food, tea, heat pads, and movies of you two's choice.

chaoticgaydisaster: I like disney movies.

WHERE?: pixar

SmolMight: oh god, this again.

SmolMight: just bring dreamworks movies. they can't fight over which is better then.

Iron Man: Thanks Midoriya.

SmolMight: you're very welcome. I just don't want to hear them have another pixar versus disney fight tonight.

Dadzawa: alright kids, time for class soon, make sure you're all ready except Yukimura and Todoroki.

4:07 PM

We Are Number One™

Iron Man: We come bearing zaru soba, oyakodon, curry bread, takoyaki, tonjiru, ice cream, and chamomile tea!

chaoticgaydisaster: so much food, jeez.

mystique: Tetsu insisted we make sure you two eat enough since you have bad periods and you might get anemic.

Iron Man: Plus, we also made sure they're all soft enough for you, Touya.

chaoticgaydisaster: hold on, gonna cry right quick.

WHERE?: don't cry too hard, it'll hurt.

chaoticgaydisaster: I know.

Iron Man: omw with the curry bread, tea, and cuddles! Girls, you better catch up, I'm running my way over to them.

chaoticgaydisaster: Thank you, Tetsu.

Iron Man: It's with my greatest honor.

6:24 PM

We Are Number One™

9.8: so what's everyone going as for Halloween?

cena: I'm going as the old school version of Mystique.

Spider-Man: only because I had to convince her to wear clothing and not do the movie version.

cena: you're no fun, Hanta! It's not like they'd see me!

tailfloof: anyway, moving on from the couple in aisle five, I'm going as Winter Soldier.

baby shark: me, Denki, and Katsuki are going as Mitsuki, Boruto, and Sarada

princessbubblegumknockoff: I'd kill to see Bakugo in a Sarada costume but we all know that's gonna be Kaminari.

princessbubblegumknockoff: also I'm goin as Eridan with Hatsume as Feferi.

TheGreatCreator: Me and Jirou are going as Sally from Nightmare before Christmas and Emily from the Corpse Bride. She insisted on scary and I cannot say no.

EdgarAllanCrows: This year, I'm going as a ghost bride. Last year I was a vampire, and the year before I was a witch. But this year, I am a ghost bride.

EdgarAllanCrows: And I have convinced my boyfriends to kind of match with me.

Cthulhu: What he means to say is he's going as a ghost bride, I'm going as a zombie, Koda will be a groom, and Sato is planning to be a skeleton.

Pichu: heh, four stages of life.

EdgarAllanCrows: He gets it. Our plan is working.

Galvan: I'm going as Harley and Ivy.

Emergency Exit: I'm going as the MCU Quicksilver.

immafirinmahlaser: I'm going to be the wonderful Viktor Nikivorov this year.

Dadzawa: I have been roped into group costumes this year

exhausted: what are they, dad, we're all so curious to know, I'm sure.

Dadzawa: you're going with us, don't act surprised.

Dadzawa: Mic and Midnight dragged me and Tensei into dressing up as the main cast of Heathers with Shinsou as a next generation Heather.

cena: which heather are you playing, Mr. Aizawa?

Dadzawa: Chandler with Mic as Macnamara, Midnight as Duke, and Tensei as Veronica.

cena: interesting. and Shinsou?

exhausted: well, ya see, I didn't want to go as JD so Mic came up with my character so it isn't the best character. I'm going as Heather Bay.

cena: and she is?

Dadzawa: Basically Chandler's kid that she gave up. Mic isn't very creative but we stan him anyway.

princessbubblegumknockoff: I think it's cute! you're still going as parent and child!

chaoticgaydisaster: me and Sho decided to go as Freed and Rufus from Fairy Tail.

Jack Skellington: so kinda twins but not really. crafty boys.

shadowclonejutsu: the rest of us ex-league are going as pokemon and Touya was supposed to be vulpix, but he wanted to be almost matchy with Shoto

chaoticgaydisaster: I know, I was supposed to wear a vulpix costume to match my husband being eevee but this is also my first halloween with my brother in well...forever.

princessbubblegumknockoff: Wait, so is this you two's first halloween?

WHERE?: yes. together at least. i've had one with my daughters and touya has had one with the League but we never had one together.

princessbubblegumknockoff: can I join the Fuck Endeavor squad @SmolMight?

SmolMight: I'm just the spokesperson of the Fuck Endeavor Squad. Touya and Shoto are the presidents. But yes, you can join.

princessbubblegumknockoff: good. yeet his stupid ass at the sun.

WHERE?: amen.

chaoticgaydisaster: preach girl.

8:34 PM

We Are Number One™

Pichu: babe, I need cuddles.

WHAT?: I'm on my way

Pichu: god, I love my husband

lostmymarbles: what a mood

chaoticgaydisaster: Atsu! don't make me blush! I have a reputation!

lostmymarbles: My husband is the best. God, I love him. He's amazing.

chaoticgaydisaster: Atsu, you're destroying my reputation!

lostmymarbles: sometimes I still hear him screeching when he blushes.

chaoticgaydisaster: I'm bout to be screeching at you, I'm blushing dammit

WHERE?: [pic of Touya blushing]

WHERE?: he's a tomato now.

chaoticgaydisaster: betrayed by my own brother. Monoma, may I join you on the roof?

HopeSummers: Sure, I guess but I don't want you to die so I'd have to shield you from the ground.

chaoticgaydisaster: worth it

lostmymarbles: babe no!

chaoticgaydisaster: Okay, I guess I won't.

HopeSummers: wow, that was easy.

chaoticgaydisaster: I am a simple man. my husband tells me not to jump off a building and I won't do it.

10:38 PM

We Are Number One™

Dadzawa: the name change paperwork is now done. now it's just the hearing and official birth certificate change.

Emergency Exit: That's great, Mr. Aizawa!

Dadzawa: we're having korokkes to celebrate. me and a few select Chosen Ones™ shall go get ingredients.

chaoticgaydisaster: sweet potato and chicken.

WHERE?: pumpkin and tuna

HopeSummers: Wow, you two have weird cravings.

idontfeelsogood: you should've seen Touya's cravings when he was pregnant.

shadowclonejutsu: It was even weirder combinations.

eye gucci: there was that instance with the pears and mushrooms

WHERE?: mine were bad too. but you can probably already tell that.

Dadzawa: anyway, anyone else want anything different than sweet potato and chicken or pumpkin and tuna

TheGreatCreator: shrimp please and pork for Jirou

shadowclonejutsu: I want shrimp too

SmolMight: I just like cheese in mine, Tokoyami says he likes salmon, Sako says he likes egg.

baby shark: Baku likes ham and cheese, Kami likes mushrooms, and I like shrimp too.

cena: Me and ojiro both like eggplant and Tsu and Mina both like peppers, onions, and cheese

idontfeelsogood: count me in for pepper, onions, and cheese

donthugmeimscared: me too

stopwatch: same here

GuyFieriIsGod: ya know what? I want octopus in mine.

Cthulhu: I second the octopus.

9.8: I like tomato and cheese.

immafirinmahlaser: moi likes ham and cheese as well, reminds me of home.

Spider-Man: spinach and tofu.

GuyFieriIsGod: Koda says kimchi and cheese for him.

Emergency Exit: ...kimchi and cheese as well

princessbubblegumknockoff: oh my god, Iida likes weird food combos too!? revolutionary.

SmolMight: we stan one (1) good fast boy

Dadzawa: and my son likes kimchi and cheese in his too. Ashido, Hagakure, and Yaoyorozu, you three are Chosen™.

Dadzawa: choose who you may to go with you.

cena: I'm bringing Tsu and Ochako.

princessbubblegumknockoff: I'm dragging Mei with me.

TheGreatCreator: I'll bring Jirou

cena: girls only outing with Mr. Aizawa!

Pichu: does that mean I go too?

GuyFieriIsGod: Kami, you're a girl?

Pichu: I'm kinda working on that.

baby shark: you sure you wanna tell everyone?

Pichu: yeah, it's not like they won't find out.

Pichu: I'm in the process of transitioning mtf. I'm just trying to get up enough money to get bottom surgery. then it's just my HRT.

WHERE?: is there a way I can convince you to let me pay for it?

Pichu: I...wait, did you just offer to pay for my bottom surgery?

WHERE?: yes.

Pichu: Todoroki, I can't accept that! I have to earn this myself.

WHERE?: okay

Dadzawa: anyway, girls, come on. (yes, you too Kaminari)

Spider-Man: Hey, Kami, is there a name you've picked out yet?

Pichu: yeah, I was thinking Akari or Uzume. I'm leaning more toward Uzume.

princessbubblegumknockoff: I love our good pichu girl Uzume Kaminari.

Dadzawa: I'll begin the paperwork for getting you switched to the girls dorms if you'd like after we eat.

Pichu: Thank you, Mr. Aizawa!

Dadzawa: I have a clinging pokemon daughter and I couldn't be happier.

princessbubblegumknockoff: [pic of Kaminari hugging Aizawa tightly in the van]

Izukrew

11:04 PM

We Are Number One™

WHERE?: I have an idea for Kaminari.

SmolMight: I'm all ears.

WHERE?: before that happens.

WHERE? has added WHAT? to Izukrew

WHERE?: where does Kaminari work, Bakugo?

WHAT?: Heiwa to Chowa in Kamino. Evening shift from 5 to 10 every day. I have a feeling I know what you and your brother are planning, Fireball.

WHAT?: And I greatly approve of what you're planning. Uzume is a stubborn woman, she won't accept help if she's put her mind to doing it herself. She's only got the last 300 dollars from the cost of the surgery to cover.

WHERE?: Good, thank you. I shall plan accordingly. Touya starts the same shift tomorrow so I have an excuse to be there if questioned.

WHAT?: I'm leaving now. I'll be there to watch at her shift start tomorrow. You better be nice to her.

WHERE?: I may be gay but I know how to treat women, I drink my respecting women juice every morning.

WHAT?: Good, drink your respecting women juice or else I'll explode your face.

WHAT?: With that lovely sentiment.

WHAT? has left Izukrew

9.8: I feel like I just watched a back-alley deal and I love it.

SmolMight: You get used to it. That's just how Kacchan and Shocchan interact with each other now that they're friends.

9.8: Kamino made you two scary close.

WHERE?: we're also pretty close with Shinsou and Bakugo had a real bonding moment with Touya.

WHERE?: you bond pretty well with a person when you're trapped together and happen to have your periods at the same time while kidnapped.

9.8: you got me there.

Emergency Exit: Todoroki, are you going to take money out of your father's card to pay for Kaminari's surgery?

WHERE?: you're getting it Iida. you are correct, that's exactly what I'm doing.

Emergency Exit: Then I shall go with you to make sure you don't do anything stupid.

Taglist: @logan-sanders-enthusiast @luckyicekitsune @whippedbel @lgbtforeverything @pinecone-chomper @mikmacmoo @wasinotwantedatthisexactsecond @purplespiderstormcloud @stankyratman @king-of-the-oranges @headcannons-and-random-things @fear-ze-queer @turtleluv799 @ymmm-someone

[lularoesarah]

Power Workshop - Simple strategies for direct sales success. Five sales leaders share the secrets that took them to the top. Leave with a plan to double your direct sales in the next 12 months! Register here: http://bit.ly/2EfnJIP #doubleup #directsales #directsalesbootcamp #powerworkshop #successwithelizabeth #simplestrategies #meetyourgoals (at Matt Ross Community Center)

[thedharmacrown-blog]

Quit ⒮⒜⒴⒤⒩⒢: “I’m not perfect” and start ⒟⒪⒤⒩⒢: better. 💫Take energy out of a negative thought and put it towards positive action.✨ #Simplestrategies #postofsubstance #donttalkaboutitbeaboutit #youcandobetter #wecandobetter #imnotonsocialmediamuch #catchthesepostswhenyoucan #givingfreelessons #thedharmacrown #thedharmabutterfly

[globalmediacampaign]

Build an Amazon Keyspaces (for Apache Cassandra) data model using NoSQL Workbench

In this post, we build an end-to-end data model for an internet data consumption application. Data modeling provides a means of planning and blueprinting the complex relationship between an application and its data. Creating an efficient data model helps to achieve better query performance. An inefficient data model can slow development and performance, increase costs, and make it hard to respond to new requirements. Data modeling with Amazon Keyspaces (for Apache Cassandra), however, is quite different from relational data modeling, and requires a mindset adjustment that leaves behind many of the restrictions of relational data modeling. To design an efficient and scalable Amazon Keyspaces data model, you must consider what is the best partition key, how your application accesses data, and how you can support the growing data requirements while maintaining fast query performance. AWS recently added support for Amazon Keyspaces and Apache Cassandra to NoSQL Workbench. NoSQL Workbench is a client-side application that helps you design and visualize non-relational data models for Amazon Keyspaces more easily. NoSQL Workbench also works with Amazon DynamoDB. NoSQL Workbench clients are available for Windows, macOS, and Linux. You can use NoSQL Workbench with Amazon Keyspaces to do the following: Design data models and create resources automatically – NoSQL Workbench provides a point-and-click interface to design and create Amazon Keyspaces data models. You can easily create new data models from scratch by defining keyspaces, tables, and columns. You can also import existing data models and make modifications (such as adding, editing, or removing columns) to adapt the data models for new applications. NoSQL Workbench enables you to commit the data models to Amazon Keyspaces or Apache Cassandra, and create the keyspaces and tables automatically Visualize data models – With NoSQL Workbench, you can visualize your data models to help ensure that the models can support your application’s queries and access patterns. For more information, see Using NoSQL Workbench with Amazon Keyspaces (for Apache Cassandra). Solution overview Amazon Keyspaces is a scalable, highly available, and managed Apache Cassandra–compatible database service. With Amazon Keyspaces, you don’t have to provision, patch, or manage servers, and you don’t have to install, maintain, or operate software. Amazon Keyspaces is serverless, so you pay for only the resources that you use, and the service automatically scales tables up and down in response to application traffic. In this post, we build a new greenfield app that can retrieve information like total internet data consumption by customer and residence. It also supports different search patterns. We use NoSQL Workbench to build this single-table model. Data modeling in Amazon Keyspaces is query driven. When creating an optimal model in Amazon Keyspaces, we recommend having a strong understanding of Amazon Keyspaces architecture and query patterns. The access patterns required by the application and facilitated by this data model are as follows: Retrieve total internet data consumption of a customer using the customerId Retrieve total internet data consumption of a customer using the customerId and a consumptionDate Search for a customer by customerId Retrieve customer details To create our application, we complete the following high-level steps: Create the data consumption model. Add sample data to the model. Commit the model to Amazon Keyspaces. Prerequisites Before you get started, complete the following prerequisites: Download and install NoSQL Workbench on your computer. Create credentials for Amazon Keyspaces. Download the Starfield digital certificate using the following command and save it to the local directory. You use the certificate to connect to Amazon Keyspaces. curl https://www.amazontrust.com/repository/AmazonRootCA1.pem -O You also can use this cert to connect to Amazon Keyspaces using cqlsh (the Cassandra Query Language Shell). Create a data consumption model To create your model, complete the following steps: On the Database Catalog page in NoSQL Workbench, choose Amazon Keyspaces. Choose Launch. Open NoSQL Workbench and choose the Data modeler. Under Data model, choose the + icon. For Name, enter the name of the data model. Choose Create. Under Keyspace, choose the + icon to add the keyspace. For Keyspace name, enter a name for the keyspace. For Replication strategy, choose a replication strategy for the keyspace.Amazon Keyspaces uses SingleRegionStrategy to replicate data three times automatically in multiple AWS Availability Zones. If you want to commit the data model to an Apache Cassandra cluster, you can choose SimpleStrategy or NetworkTopologyStrategy. Choose Add keyspace definition. Under Tables, choose the + icon to add the table definition. Add the column name and data type as per the following screenshot. For Partition key, enter customer_id. For Clustering columns, enter consumtionDate. For Capacity mode, select On-demand.With on-demand mode, you pay based on the actual reads and writes you perform. For more information, see Read/Write Capacity Modes in Amazon Keyspaces. Choose Add table definition. Add sample data to the data model We have completed the data model in the data modeler and we now add some data to visualize the model. Visualizing your data model helps you validate that your data model is well suited for your application’s access patterns. You also want to ensure your data is going to be evenly distributed across partitions. For more information about data modeling best practices and techniques, see Data Modeling in Amazon Keyspaces (for Apache Cassandra). In NoSQL Workbench, choose Data modeler. Choose Visualize data model.The data visualizer provides a visual representation of the table’s schema and lets you add sample data. Choose Add new row to add new row of data. Choose Save. Choose Aggregate view. Choose Export to PNG. To export the data model to a JSON file, choose the upload icon under the data model name. Commit the data model to Amazon Keyspaces When we’re satisfied with our data model, we can commit the model to Amazon Keyspaces. This process automatically creates the server-side resources for keyspaces and tables based on the settings that you defined in the data model. You can follow a similar process to commit to Apache Cassandra. Choose Commit to Amazon Keyspaces. Amazon Keyspaces requires the use of Transport Layer Security (TLS) to help secure connections with clients. You can connect to Amazon Keyspaces using one of the following options: To use service-specific credentials, see Connecting to Amazon Keyspaces with Service-Specific Credentials. To use AWS Identity and Access Management (IAM) credentials, see Connecting to Amazon Keyspaces with IAM Credentials. For this post, we connect using IAM credentials to create a new connection. On the Connect by using IAM credentials tab, for Connection name¸ enter a name for the connection. For AWS Region, enter a Region.For available Regions, see Service Endpoints for Amazon Keyspaces. For Access key ID, enter the access key ID. For Secret access key, enter the secret access key. For Port, enter 9142. For AWS public certificate, point to the AWS certificate you downloaded earlier. Select Persist connection if you want to save the AWS connection secrets locally. Choose Commit. You should see a success message. On the Amazon Keyspaces console, in the navigation pane, choose Keyspaces.We see our ks_internet_consumption keyspace is created and available in AWS. In the navigation pane, choose Tables. Choose our data_consumption_details table. In the navigation pane, choose CQL Editor. Enter the following command: SELECT * FROM ks_internet_consumption.data_consumption_details; Choose Run command. We can see the record of our table. You’ve now successfully built the data model using NoSQL Workbench. Clean up your resources Delete the resources you created in this post, like the Amazon Keyspaces tables, to avoid ongoing charges. In NoSQL Workbench, choose Data modeler. For Data model, choose your table. Choose the delete icon. You can also delete the table via the Amazon Keyspaces console, on the Tables page. Conclusion Data modeling is an important task when designing new applications. In this post, I showed you how to use NoSQL Workbench to build, design, create, query, and manage Amazon Keyspaces tables. You can also use NoSQL Workbench to convert the existing relational database management service application and build an Amazon Keyspaces model. To learn more about Amazon Keyspaces data modeling, see Advanced data modeling techniques for Cassandra. To learn more about NoSQL Workbench, see Using NoSQL Workbench with Amazon Keyspaces (for Apache Cassandra). About the Author Dhiraj Thakur is a Solutions Architect with Amazon Web Services. He works with AWS customers and partners to provide guidance on enterprise cloud adoption, migration, and strategy. He is passionate about technology and enjoys building and experimenting in the analytics and AI/ML space. https://aws.amazon.com/blogs/database/build-an-amazon-keyspaces-for-apache-cassandra-data-model-using-nosql-workbench/

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