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Interview Questions

Real questions from top companies Β· medium

700+ Easy450+ Medium650+ Hard
All CategoriesBehavioralSpark/Big DataSQLPython/CodingSystem Design/ArchitectureCloud/ToolsGeneral/Othereasymediumhard
261

How do partitions improve query performance in fact tables?

SQLmediumpartition0.3 min read
Microsoft
β†’
262

How do tumbling window triggers ensure data consistency in batch processing?

SQLmediumwindow0.3 min read
Virtusa
β†’
263

How do you find duplicates in a table based on one or two columns?

SQLmediumpartition0.3 min read
Fossil Group
β†’
264

How do you handle NULL values in a SQL query to avoid incorrect results?

SQLmediumjoinsql0.3 min read
Swiggy
β†’
265

How do you monitor and debug skewed partitions?

SQLmediumjoinpartitionspark0.3 min read
TCS
β†’
266

How do you monitor consumer lag in Kafka, and how can you reduce it?

SQLmediumpartition0.3 min read
Fragma Data Systems
β†’
267

How do you optimize partitioning when dealing with large datasets?

SQLmediumjoinpartition0.2 min read
Fragma Data Systems
β†’
268

How do you remove duplicates with partitioning?

SQLmediumpartitionwindow0.3 min read
Ford
β†’
269

How does Z ORDERING improve query performance in large datasets?

SQLmediumpartition0.3 min read
Puma
β†’
270

How does improper partitioning affect Spark job performance?

SQLmediumpartitionspark0.3 min read
PWC
β†’
271

How does indexing improve query performance in SQL?

SQLmediumjoinsql0.2 min read
Capgemini
β†’
272

How does partitioning in S3 affect Athena query performance?

SQLmediumpartition0.2 min read
Capco
β†’
273

How many records result from Inner Join, Left Join, Right Join given Table A and Table B?

SQLmediumjoin0.2 min read
EY
β†’
274

How many rows result from left, right, full outer, and inner joins?

SQLmediumjoin0.2 min read
Gartner
β†’
275

How soon could you join Meesho if you are selected?

SQLmediumjoin0.3 min read
Meesho
β†’
276

How to Handle Null in Spark

SQLmediumspark0.2 min read
Nagarro
β†’
277

How to merge two tables with identical structures into one?

SQLmediumpartition0.2 min read
Aarete
β†’
278

How to optimize join of large and small tables in Spark?

SQLmediumjoinpartitionspark0.2 min read
Datametica
β†’
279

How would you deal with data skewness in a join operation?

SQLmediumjoinspark0.3 min read
Capgemini
β†’
280

How would you deal with data skewness in a large dataset?

SQLmediumjoinpartitionspark0.2 min read
Capgemini
β†’

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