1Z0-829 Working with Streams and Lambda Expressions Practice Question
This 1Z0-829 practice question tests your understanding of working with streams and lambda expressions. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A developer implements a reduction using reduce() to concatenate strings from a stream. The code: Optional<String> result = stream.reduce((s1, s2) -> s1.concat(s2)); The operation works but the developer is concerned about performance with large streams. Which change would most likely improve performance?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue: "most likely"
Why it matters: Probability qualifier — the question wants the most probable cause or outcome, not a guaranteed one. Eliminate low-probability options.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Use StringBuffer with collect() instead.
Option A is correct because `StringBuffer` is mutable and thread-safe, making it efficient for accumulating strings in a parallel or sequential stream via `collect()`. The `reduce()` operation with `concat()` creates a new `String` object for each pair, leading to O(n) string copying and quadratic time complexity. Using `collect()` with `StringBuffer` avoids this overhead by reusing a mutable buffer.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✓
Use StringBuffer with collect() instead.
Why this is correct
StringBuilder (or StringBuffer) as a mutable reduction with collect() reduces intermediate allocations.
Clue confirmation
The clue word "most likely" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
✗
Use a sequential stream.
Why it's wrong here
Sequential vs parallel does not address the string concatenation overhead.
✗
Use parallelStream with reduce.
Why it's wrong here
Parallel reduce may add threading overhead and still produce many intermediate strings.
✗
Use reduce with identity "".
Why it's wrong here
Even with identity, reduce still creates many intermediate String objects.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates assume `reduce()` with an identity or parallel streams will fix performance, but the core issue is the immutable nature of `String` concatenation, which `collect()` with a mutable container like `StringBuffer` or `StringBuilder` resolves.
Detailed technical explanation
How to think about this question
Under the hood, `String.concat()` allocates a new char array and copies both strings, resulting in O(n²) time for n strings when used in a reduction. `StringBuffer` uses a dynamic char array that grows as needed, achieving amortized O(n) time. In a real-world scenario, processing thousands of log entries into a single string would see a dramatic performance difference, especially with parallel streams where `StringBuffer` can be combined efficiently via `Collectors.joining()`.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
TExam Day Tips
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A small business has 20 workstations on the 192.168.1.0/24 network and one public IP from its ISP. The router uses PAT (NAT overload) so all 20 devices share one public address using different source ports. NAT questions test whether you understand the four address terms and which direction each translation applies.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Working with Streams and Lambda Expressions — This question tests Working with Streams and Lambda Expressions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Use StringBuffer with collect() instead. — Option A is correct because `StringBuffer` is mutable and thread-safe, making it efficient for accumulating strings in a parallel or sequential stream via `collect()`. The `reduce()` operation with `concat()` creates a new `String` object for each pair, leading to O(n) string copying and quadratic time complexity. Using `collect()` with `StringBuffer` avoids this overhead by reusing a mutable buffer.
What should I do if I get this 1Z0-829 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "most likely". Probability qualifier — the question wants the most probable cause or outcome, not a guaranteed one. Eliminate low-probability options.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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