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12: Q92 – Q97 Hadoop file formats and how to choose

Q92. What are the criteria for choosing storage file formats in Hadoop? A92. Choosing the wrong file formats can significantly increase the query times and storage spaces. Choosing a format that does not support flexible schema evolution may cost massive re-processing just to add a new field. Here the key…...

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11: Q88 – Q91 Read-Write Vs Append-Only File Systems

Q88. How will you modify a portion of an HDFS file? A88. HDFS is an “append-only” file system. The most common use case of Hadoop data ingestion is to append new sets of event-based and/or sub-transactional data. The large data processing applications are typically built around the premise that things…...

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10: ♥ Q80 – Q87 HBase Schema Design Interview Questions & Answers

Q80. Why is schema design for HBase is different from relational database design? A80. HBase is a columnar NoSQL database. This means no two rows in a table need to have the same columns. In a columnar database table, each row contains cells containing

Values are stored against each

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09: ♦ Q76– Q79 BigData Partitioning, Bucketing & De-normalization Q&As

This extends Q71 – Q75 ETL or ELT on Hadoop Eco System Interview Q&As. Q76. What are the 3 key considerations in processing data in HDFS compared to traditional RDBMS or EDW (i.e. Enterprise Data Warehouse)?AQ76. 1) partitioning, 2) bucketing, and 3) denormalization. Q77. Can you explain the importance of…...

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08: ♦ Q71 – Q75 ETL/ELT on BigData Interview Q&As

Q71. Can ETL in traditional data management (E.g. RDBMs) be migrated to EDH (i.e. Enterprise Data Hub) powered by Hadoop eco system? A71. Yes, it can be migrated, but it is not a direct & straight forward migration as there is a mismatch in underpinning concepts & technologies between RDBMs…...

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05: Q37-Q41 – Data lake & metadata interview questions & answers

Q37. What is a Data Lake? A37. A data lake is a storage repository that holds a vast amount of structured, semi-structured, and unstructured raw data in its native format (aka pristine condition). The data structure and requirements are not defined until the data is needed. You can also call…...

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07: Q62 – Q70 HDFS blocks Vs. splits & Spark partitions Interview Questions & Answers

Q62. Can you explain the difference between HDFS blocks and input splits? A62. A block is a physical representation of data, and a Split is a logical division of your data or records. For example, an input split might split a large text file at the end of a record…...

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06: Q51 – Q61 HBase Interview Questions & Answers

Q51. Is HBase a relational database? A51. HBase is not a relational database. It is a NoSQL database. Hbase is a column-oriented (aka columnar) database management system, which runs on top of HDFS (Hadoop Distribute File System). Q52. What does HBase consist of? Why is it called a columnar &…...

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