Hi Talebzadeh, Looks I confused, Sorry.. Now I changed to subject to make it clear. Facebook has tried migration from hive to spark. Check the following links for same.
https://www.dcsl.com/migrating-from-hive-to-spark/ https://databricks.com/session/experiences-migrating-hive-workload-to-sparksql https://www.cloudwalker.io/2019/02/19/spark-ad-hoc-querying/ would like to know, like this anybody else migrated..? and any challenges or pre-requisite to migrate(Like hardware)..? any tools to evaluate before we migrate? From: Mich Talebzadeh <mich.talebza...@gmail.com> Date: Tuesday, 15 June 2021 at 10:36 PM To: Battula, Brahma Reddy <bbatt...@visa.com> Cc: Battula, Brahma Reddy <bbatt...@visa.com.invalid>, ayan guha <guha.a...@gmail.com>, dev@spark.apache.org <dev@spark.apache.org>, u...@spark.apache.org <u...@spark.apache.org> Subject: Re: Spark-sql can replace Hive ? OK you mean use spark.sql as opposed to HiveContext.sql? val HiveContext = new org.apache.spark.sql.hive.HiveContext(sc) HiveContext.sql("xxxx") replace with spark.sql("xxxx") ? [https://docs.google.com/uc?export=download&id=1-q7RFGRfLMObPuQPWSd9sl_H1UPNFaIZ&revid=0B1BiUVX33unjMWtVUWpINWFCd0ZQTlhTRHpGckh4Wlg4RG80PQ] view my Linkedin profile<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fmich-talebzadeh-ph-d-5205b2%2F&data=04%7C01%7Cbbattula%40visa.com%7C3bb528ad53c8445e7dde08d9301fdf30%7C38305e12e15d4ee888b9c4db1c477d76%7C0%7C0%7C637593735708866891%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=zJHaQrxmha3ZZxsUntvBjjwhbcFsfr92Hy1B5a%2FoFmw%3D&reserved=0> Disclaimer: Use it at your own risk. Any and all responsibility for any loss, damage or destruction of data or any other property which may arise from relying on this email's technical content is explicitly disclaimed. The author will in no case be liable for any monetary damages arising from such loss, damage or destruction. On Tue, 15 Jun 2021 at 18:00, Battula, Brahma Reddy <bbatt...@visa.com<mailto:bbatt...@visa.com>> wrote: Currently I am using hive sql engine for adhoc queries. As spark-sql also supports this, I want migrate from hive. From: Mich Talebzadeh <mich.talebza...@gmail.com<mailto:mich.talebza...@gmail.com>> Date: Thursday, 10 June 2021 at 8:12 PM To: Battula, Brahma Reddy <bbatt...@visa.com.invalid> Cc: ayan guha <guha.a...@gmail.com<mailto:guha.a...@gmail.com>>, dev@spark.apache.org<mailto:dev@spark.apache.org> <dev@spark.apache.org<mailto:dev@spark.apache.org>>, u...@spark.apache.org<mailto:u...@spark.apache.org> <u...@spark.apache.org<mailto:u...@spark.apache.org>> Subject: Re: Spark-sql can replace Hive ? These are different things. Spark provides a computational layer and a dialogue of SQL based on Hive. Hive is a DW on top of HDFS. What are you trying to replace? HTH [https://docs.google.com/uc?export=download&id=1-q7RFGRfLMObPuQPWSd9sl_H1UPNFaIZ&revid=0B1BiUVX33unjMWtVUWpINWFCd0ZQTlhTRHpGckh4Wlg4RG80PQ] view my Linkedin profile<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fmich-talebzadeh-ph-d-5205b2%2F&data=04%7C01%7Cbbattula%40visa.com%7C3bb528ad53c8445e7dde08d9301fdf30%7C38305e12e15d4ee888b9c4db1c477d76%7C0%7C0%7C637593735708876847%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=lo9URWG2yavrcQbWpp7VjHcb16wLtE9DW%2FBX%2BhYjYtE%3D&reserved=0> Disclaimer: Use it at your own risk. Any and all responsibility for any loss, damage or destruction of data or any other property which may arise from relying on this email's technical content is explicitly disclaimed. The author will in no case be liable for any monetary damages arising from such loss, damage or destruction. On Thu, 10 Jun 2021 at 12:09, Battula, Brahma Reddy <bbatt...@visa.com.invalid> wrote: Thanks for prompt reply. I want to replace hive with spark. From: ayan guha <guha.a...@gmail.com<mailto:guha.a...@gmail.com>> Date: Thursday, 10 June 2021 at 4:35 PM To: Battula, Brahma Reddy <bbatt...@visa.com.INVALID> Cc: dev@spark.apache.org<mailto:dev@spark.apache.org> <dev@spark.apache.org<mailto:dev@spark.apache.org>>, u...@spark.apache.org<mailto:u...@spark.apache.org> <u...@spark.apache.org<mailto:u...@spark.apache.org>> Subject: Re: Spark-sql can replace Hive ? Would you mind expanding the ask? Spark Sql can use hive by itaelf On Thu, 10 Jun 2021 at 8:58 pm, Battula, Brahma Reddy <bbatt...@visa.com.invalid> wrote: Hi Would like know any refences/docs to replace hive with spark-sql completely like how migrate the existing data in hive.? thanks -- Best Regards, Ayan Guha
