Notes06 - CS 245 Notes 6 1 CS 245: Database System...

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Unformatted text preview: CS 245 Notes 6 1 CS 245: Database System Principles Notes 6: Query Processing Hector Garcia-Molina CS 245 Notes 6 2 Query Processing Q Query Plan CS 245 Notes 6 3 Query Processing Q Query Plan Focus: Relational System Others? CS 245 Notes 6 4 Example Select B,D From R,S Where R.A = c S.E = 2 R.C=S.C CS 245 Notes 6 5 R A B C S C D E a 1 10 10 x 2 b 1 20 20 y 2 c 2 10 30 z 2 d 2 35 40 x 1 e 3 45 50 y 3 CS 245 Notes 6 6 R A B C S C D E a 1 10 10 x 2 b 1 20 20 y 2 c 2 10 30 z 2 d 2 35 40 x 1 e 3 45 50 y 3 Answer B D 2 x CS 245 Notes 6 7 How do we execute query?- Do Cartesian product- Select tuples- Do projection One idea CS 245 Notes 6 8 RXS R.A R.B R.C S.C S.D S.E a 1 10 10 x 2 a 1 10 20 y 2 . . C 2 10 10 x 2 . . CS 245 Notes 6 9 RXS R.A R.B R.C S.C S.D S.E a 1 10 10 x 2 a 1 10 20 y 2 . . C 2 10 10 x 2 . . Bingo! Got one... CS 245 Notes 6 10 Relational Algebra - can be used to describe plans... Ex: Plan I B,D R.A =c S.E=2 R.C=S.C X R S CS 245 Notes 6 11 Relational Algebra - can be used to describe plans... Ex: Plan I B,D R.A =c S.E=2 R.C=S.C X R S OR: B,D [ R.A=c S.E=2 R.C = S.C (RXS)] CS 245 Notes 6 12 Another idea: B,D R.A = c S.E = 2 R S Plan II natural join CS 245 Notes 6 13 R S A B C ( R ) ( S ) C D E a 1 10 A B C C D E 10 x 2 b 1 20 c 2 10 10 x 2 20 y 2 c 2 10 20 y 2 30 z 2 d 2 35 30 z 2 40 x 1 e 3 45 50 y 3 CS 245 Notes 6 14 Plan III Use R.A and S.C Indexes (1) Use R.A index to select R tuples with R.A = c (2) For each R.C value found, use S.C index to find matching tuples CS 245 Notes 6 15 Plan III Use R.A and S.C Indexes (1) Use R.A index to select R tuples with R.A = c (2) For each R.C value found, use S.C index to find matching tuples (3) Eliminate S tuples S.E 2 (4) Join matching R,S tuples, project B,D attributes and place in result CS 245 Notes 6 16 R S A B C C D E a 1 10 10 x 2 b 1 20 20 y 2 c 2 10 30 z 2 d 2 35 40 x 1 e 3 45 50 y 3 A C I 1 I 2 CS 245 Notes 6 17 R S A B C C D E a 1 10...
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Notes06 - CS 245 Notes 6 1 CS 245: Database System...

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