- A
Use ROWTERMINATOR = '0x0a'
Why wrong: ROWTERMINATOR defines row delimiter but does not handle newlines within quoted fields.
- B
Use FORMAT = 'CSV'
Why wrong: Default CSV format does not handle embedded newlines in quoted fields.
- C
Use FIELDQUOTE = '"'
Why wrong: Setting FIELDQUOTE alone does not enable handling of embedded newlines.
- D
Use PARSER_VERSION = '2.0'
Parser version 2.0 supports quoted fields with embedded newlines.
Quick Answer
The answer is to specify PARSER_VERSION = '2.0' in your OPENROWSET or CREATE EXTERNAL FILE FORMAT statement. This is correct because PARSER_VERSION 2.0 is the only parser version in Azure Synapse serverless SQL pool that natively supports quoted CSV fields containing embedded newline characters (CR/LF), whereas version 1.0 treats any newline as a row terminator, causing parsing errors. On the DP-203 exam, this scenario tests your understanding of CSV file format options and the limitations of the default parser; a common trap is assuming that setting FIELDQUOTE alone resolves the issue, but without PARSER_VERSION 2.0, quoted newlines will still break row boundaries. To remember, think "Version 2.0 quotes the newline, Version 1.0 breaks the line."
DP-203 Develop data processing Practice Question
This DP-203 practice question tests your understanding of develop data processing. The scenario asks you to isolate a root cause — eliminate options that address a different problem before choosing. 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.
You are processing CSV files in Azure Synapse Analytics serverless SQL pool. The files contain newline characters within quoted fields, causing parsing errors. Which file format option should you specify to handle this correctly?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Use PARSER_VERSION = '2.0'
Option D is correct because PARSER_VERSION = '2.0' in Azure Synapse serverless SQL pool supports quoted fields that contain embedded newline characters (CR/LF). The parser version 2.0 is designed to handle CSV files with complex quoting rules, including newlines within quoted fields, which the older parser version 1.0 cannot parse correctly.
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 ROWTERMINATOR = '0x0a'
Why it's wrong here
ROWTERMINATOR defines row delimiter but does not handle newlines within quoted fields.
- ✗
Use FORMAT = 'CSV'
Why it's wrong here
Default CSV format does not handle embedded newlines in quoted fields.
- ✗
Use FIELDQUOTE = '"'
Why it's wrong here
Setting FIELDQUOTE alone does not enable handling of embedded newlines.
- ✓
Use PARSER_VERSION = '2.0'
Why this is correct
Parser version 2.0 supports quoted fields with embedded newlines.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often assume FIELDQUOTE or ROWTERMINATOR can fix embedded newlines, but only the parser version upgrade (2.0) changes the underlying parsing logic to treat newlines inside quotes as part of the field value.
Detailed technical explanation
How to think about this question
Under the hood, PARSER_VERSION = '2.0' implements a more robust CSV parsing algorithm that follows RFC 4180 more strictly, allowing quoted fields to span multiple lines by ignoring line breaks inside quotes. In contrast, PARSER_VERSION = '1.0' treats each line as a separate row, causing errors when a quoted field contains a newline. This is critical when processing CSV files exported from systems like Salesforce or Excel that embed newlines in text fields.
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 cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
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.
- →
Develop data processing — study guide chapter
Learn the concepts, then practise the questions
- →
Develop data processing practice questions
Targeted practice on this topic area only
- →
All DP-203 questions
846 questions across all exam domains
- →
Microsoft Azure Data Engineer Associate DP-203 study guide
Full concept coverage aligned to exam objectives
- →
DP-203 practice test guide
How to use practice tests most effectively before exam day
Related practice questions
Related DP-203 practice-question pages
Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.
Secure, monitor, and optimize data storage and data processing practice questions
Practise DP-203 questions linked to Secure, monitor, and optimize data storage and data processing.
Design and develop data processing practice questions
Practise DP-203 questions linked to Design and develop data processing.
Design and implement data security practice questions
Practise DP-203 questions linked to Design and implement data security.
Monitor and optimize data storage and processing practice questions
Practise DP-203 questions linked to Monitor and optimize data storage and processing.
Design and implement data storage practice questions
Practise DP-203 questions linked to Design and implement data storage.
Develop data processing practice questions
Practise DP-203 questions linked to Develop data processing.
DP-203 fundamentals practice questions
Practise DP-203 questions linked to DP-203 fundamentals.
DP-203 scenario practice questions
Practise DP-203 questions linked to DP-203 scenario.
DP-203 troubleshooting practice questions
Practise DP-203 questions linked to DP-203 troubleshooting.
Practice this exam
Start a free DP-203 practice session
Short sessions build daily habit. Longer sessions build exam-day stamina. Try a timed session to simulate real conditions.
FAQ
Questions learners often ask
What does this DP-203 question test?
Develop data processing — This question tests Develop data processing — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Use PARSER_VERSION = '2.0' — Option D is correct because PARSER_VERSION = '2.0' in Azure Synapse serverless SQL pool supports quoted fields that contain embedded newline characters (CR/LF). The parser version 2.0 is designed to handle CSV files with complex quoting rules, including newlines within quoted fields, which the older parser version 1.0 cannot parse correctly.
What should I do if I get this DP-203 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →
Last reviewed: Jun 24, 2026
This DP-203 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DP-203 exam.
Question Discussion
Share a tip, memory trick, or ask about the reasoning behind this question. Do not post real exam questions, leaked content, braindumps, or copyrighted exam material. Comments are moderated and may be removed without notice.
Sign in to join the discussion.