đŸȘ

Essential cookies keep authentication working. With your permission, we also use analytics to improve the product. Privacy Policy

DDataEngPrep.tech
Home
PricingBlog
Sign InStart Free→
Home/Questions/General/Other/APPLY Operator - CROSS APPLY and OUTER APPLY

APPLY Operator - CROSS APPLY and OUTER APPLY

General/Othermedium0.3 min read

Reviewed by Aditya Kumar · Last reviewed 2026-03-24

**CROSS APPLY**: Invokes table-valued function/subquery per row; like INNER JOIN—excludes rows where function returns nothing. **OUTER APPLY**: Like LEFT JOIN—keeps all left rows, NULL where function returns nothing. **Use**: Correlated subqueries, JSON parsing, string...

đŸ€– Analyze Your Answer
Frequency
Low
Asked at 1 company
Category
243
questions in General/Other
Difficulty Split
151E|43M|49H
in this category
Total Bank
1,863
across 7 categories
Reported in Interview Loops AtClick to view company-specific questions
🏱 Kaseya Interview Hub→
Interview Pro Tip

Pro-Move: 'We use CROSS APPLY for JSON parsing in SQL Server—moved from 10 UDF calls to single APPLY; 3× faster.' Red Flag: Using APPLY for set-based operations—often a JOIN is better.

Key Concepts Tested
joinsql
Expert Answer
64 words

CROSS APPLY: Invokes table-valued function/subquery per row; like INNER JOIN—excludes rows where function returns nothing. OUTER APPLY: Like LEFT JOIN—keeps all left rows, NULL where function returns nothing. Use: Correlated subqueries, JSON parsing, string splitting. PostgreSQL: LATERAL JOIN (CROSS JOIN LATERAL, LEFT JOIN LATERAL). Performance: Can be expensive—row-by-row. Prefer set-based when possible. Best practice: Use when row-by-row needed; avoid for large tables without indexing.

⚡
Pro Tip

Pro-Move: 'We use CROSS APPLY for JSON parsing in SQL Server—moved from 10 UDF calls to single APPLY; 3× faster.' Red Flag: Using APPLY for set-based operations—often a JOIN is better.

Related General/Other Questions

hardHave you worked on Data Warehousing projects?FreemediumHow would you read data from a web API? What steps would you follow after reading the data?FreehardRetrieve the most recent sale_timestamp for each product (Latest Transaction).FreehardWhat is the difference between OLTP and OLAP?FreemediumWhat is the difference between SQL and NoSQL databases?Free

According to DataEngPrep.tech, this is one of the most frequently asked General/Other interview questions, reported at 1 company. DataEngPrep.tech maintains an editor-reviewed database of 1,863 data engineering interview questions across 7 categories.

← Back to all questionsMore General/Other questions →
Topic Hubs
All Topic Hubs (12 Competencies) →All 1,863+ QuestionsSQL Interview QuestionsApache Spark QuestionsPySpark QuestionsPython for Data EngineersSystem Design InterviewData Modeling & WarehousingStreaming (Kafka/Flink)SQL Window FunctionsETL Pipeline Design
Company Hubs
All Company Hubs (100+ Companies) →AmazonGoogleMetaDatabricksSnowflakeNetflixUberStripeMicrosoftAppleGoldman SachsAWS Engineering
Academies & Guides
All Guides & ArticlesData Engineering AcademyForward Deployed AI AcademyClient Simulation StudioApache Airflow QuestionsAzure Data EngineerBehavioral & STAR MethodCloud & Distributed Tools
AI Tools & Products
Answer Analyzer (Free)AI Mock InterviewsSQL PlaygroundATS Resume AnalyzerOffline PDF Answer VaultsMembership & Pricing
Company
About & Editorial PolicyContact UsAI DisclosureDisclaimerTerms of ServicePrivacy Policy
© 2026 DataEngPrep.tech. All rights reserved.
AboutBlogContactDisclaimer