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Confluent CCDAK Exam - Topic 1 Question 52 Discussion

Actual exam question for Confluent's CCDAK exam
Question #: 52
Topic #: 1
[All CCDAK Questions]

We have a store selling shoes. What dataset is a great candidate to be modeled as a KTable in Kafka Streams?

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Suggested Answer: D

Each producer is allowed to produce @ 1MB/s to a broker. Max throughput 5 * 1MB, because we have 5 brokers.


by Rickie at Apr 26, 2024, 03:47 AM

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Denae
3 months ago
A is just a static number, not a good fit at all.
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Belen
3 months ago
Wait, can KTables really handle that much data?
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Henriette
3 months ago
C is interesting, but not as useful as D.
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Lovetta
4 months ago
I think B makes more sense for real-time data.
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Fatima
4 months ago
Definitely D, inventory is key!
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Avery
4 months ago
The items returned might not be the best choice either, since they don't represent a current state like the inventory does.
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Rosio
4 months ago
I practiced a similar question, and I feel like the transaction stream is more of a KStream, not a KTable.
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Salena
4 months ago
I'm not entirely sure, but I remember something about KTables being used for aggregating data. Maybe the money made until now could work?
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Johnna
5 months ago
I think a KTable would be best for something that represents a current state, like the inventory contents right now.
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Tran
5 months ago
The transaction stream is the clear winner in my opinion. It's a continuously updating dataset that represents the core business activity, so modeling it as a KTable makes the most sense.
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Carmela
5 months ago
The transaction stream is definitely the way to go here. KTables are perfect for modeling datasets that are constantly being updated, like the stream of shoe purchases at the store.
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Laine
5 months ago
Hmm, I'm a bit unsure about this one. Is the inventory contents right now also a good option since it's a continuously changing dataset? I'll have to think this through carefully.
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Beatriz
5 months ago
This seems like a straightforward question. The transaction stream would be a great candidate to model as a KTable since it represents a continuously updating dataset of shoe purchases.
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Socorro
5 months ago
I'm a little confused about the differences between the options. Is the "money made until now" a good choice, or is that better suited for a different data structure? I'll need to review the Kafka Streams concepts again.
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Buddy
5 months ago
This looks like a straightforward question about nominal scale data. I'm pretty confident I can handle this.
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Kati
5 months ago
This question seems straightforward, but I want to make sure I understand the key points about link aggregation before answering.
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Eulah
10 months ago
Haha, money made until now? What is this, a lemonade stand? We're running a serious shoe store here, people. Gotta go with the transaction stream.
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Bethanie
8 months ago
B) The transaction stream
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Lynette
8 months ago
Haha, money made until now? What is this, a lemonade stand? We're running a serious shoe store here, people. Gotta go with the transaction stream.
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Huey
9 months ago
A) Money made until now
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Sina
10 months ago
Items returned? Really? That's just a small part of the business. I'd focus on the big picture and go with the transaction stream.
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Fredric
8 months ago
Items returned might be important, but the transaction stream provides a more comprehensive view of the business.
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Pansy
9 months ago
I agree, focusing on the money made and transactions is crucial for making informed decisions.
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Nicholle
9 months ago
Transaction stream is definitely the way to go. It gives a real-time overview of the business.
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Rusty
10 months ago
I'd go with inventory contents right now. Knowing what we have in stock is crucial for managing our supply chain and making sure we have the right products available.
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Martin
9 months ago
D) Inventory contents right now
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Shantay
9 months ago
C) Items returned
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Keena
9 months ago
B) The transaction stream
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Dusti
10 months ago
A) Money made until now
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Gladis
10 months ago
The transaction stream seems like the obvious choice here. That's the core of our business - we need to keep track of all the shoes that are being bought and sold.
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Sherita
10 months ago
Agreed, it's crucial for us to keep track of all the sales and purchases.
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Alline
10 months ago
The transaction stream is definitely the best choice.
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Hubert
11 months ago
I disagree. I think the inventory contents right now would be more useful for tracking available shoe sizes.
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Avery
11 months ago
I agree with Maile. The transaction stream would provide real-time data for shoe sales.
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Maile
11 months ago
I think the transaction stream would be a great candidate for a KTable.
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