Join basics: is the most common operation that combines rows from related tables into one result an equality-based join (equi-join)?
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ACorrect
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BIncorrect
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COnly true for outer joins
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DOnly true for non-key joins
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ETrue only when duplicate columns are removed
Answer
Correct Answer: Correct
Explanation
Introduction / Context: Joins are the workhorse of relational querying. Among join predicates, equality conditions (matching keys or columns) dominate day-to-day SQL, commonly referred to as equi-joins. This question asks whether the most frequently used relational operation that merges tables is an equi-join.
Given Data / Assumptions:
- Tables are commonly related by primary key to foreign key relationships.
- Most relationships are enforced via equality conditions between matching columns.
- Other join types exist (non-equi, theta joins), but are less common.
Concept / Approach: In normalized schemas, foreign keys reference primary keys or unique keys, and queries recombine data using equality predicates like T1.pk = T2.fk. Whether expressed with JOIN ... ON or WHERE, the core predicate is equality. Non-equi joins (for example, range joins) are important in specific domains but are not the everyday default.
Step-by-Step Solution:
Identify typical relationship columns (PK and FK).Write a JOIN using equality: SELECT ... FROM A JOIN B ON A.id = B.a_id.Note that this equi-join composes the majority of relational queries.Conclude that equi-joins are indeed the most frequently used operation to merge related tables.Verification / Alternative check: Examine application SQL logs or BI tools’ generated queries; nearly all relationship joins are equality-based.
Why Other Options Are Wrong:
- Incorrect: Dismisses the predominant role of equality predicates.
- Outer-join / non-key / removing duplicate columns: These are separate concerns from the predicate type or represent narrower scenarios.
Common Pitfalls: Confusing equi-join with natural join; thinking outer joins imply inequality predicates; forgetting that join logic and column projection are separate.
Final Answer: Correct