 deetaa lake ‌ house  vs  deetaa ware ‌ house  vs  deetaa lake Madhya tedalu emti 
1.  deetaa ware ‌ house  BI  analytics choose klein ,  structured deetaanu andistundi ,  ayithe deetaa lake saswathamga mariyu chowkagaa edaina swabhavam yokka deetaanu e phormat ‌ loo ayinava nilwa chesthundu .  anek samshthalu deetaa science mariyu machine lerning choose deetaa lake ‌ lanu upayogistaayi ,  conei dani chellubaatu kanni swabhavam kaaranamgaa  BI  reporting choose kadhu .
2.  deetaa lake ‌ house deetaa lake mariyu deetaa ware ‌ house prayojananni militam chesthundu .  deetaa giddangi yokka viswasaniiya lavadhevilu mariyu deetaa lake yokka scalability mariyu takuva dara .  sathyam yokka ekaika muulam .  anni moolaala nundi yekikrita deetaa 
3.  lake ‌ house arkhitekture ‌ loo deetaa lake table phormat chaaala mukhyamaina bhaagam .  deetaa lake storages ‌ loo anni mudi deetaa fail ‌ lanu nirvahinchadaaniki mariyu nirvahinchadaaniki aedo ooka margam vundali .  table phormat ‌ lu bhautika deetaa nirmaanam yokka sanklishtatanu sangrahinchadamlo sahaayapadataayi mariyu oche datapai vividha injin ‌ lu yekakaalamlo pania cheyadanki anumatistaayi .  lake ‌ house arkhitekture ‌ loni table phormat  ACID  haameelatho paatu deetaa ware ‌ house - stayi lavadhevilu  (DML)  chese saamardhyaanni sulabhatharam chesthundu .  schema evoluson ,  ex ‌ pressive  SQL,  tym travel ,  deetaa compaction  ( antey delta lake )  vento table phormat ‌ loni konni itara keelaka lakshanhaalu .  apachi spark ‌ ni prasna injin ‌ gaaa kudaa upayoeginchavachchu 