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Programming Language Semantics Rely/Guarantee Reasoning Parallel Programs Tal Lev-Ami Viktor Vafeiadis Mooly Sagiv
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An Axiomatic Proof Technique for Parallel Programs Owicky & Gries Verification of Sequential and Concurrent Programs Apt & Oldrog Chapters 4-6
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Interference A command T with a precondition pre(T) does not interfere with the proof of {p} c {q} if: –{q pre(T) } T {q} –For any command c’ inside c with a precondition pre(c’) {pre(c’) pre(T) } T {pre(c’)} {p 1 } c 1 {q 1 } {p 2 } c 2 {q 2 }.. {p k } c k {q k } are interference free if for every i j and for every assignment in T in c i does not interfere with {p j } c j {q j }
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Parallel Composition Rule {p 1 } c 1 {q 1 } {p 2 } c 2 {q 2 }.. {p k } c k {q k } {p 1 p 2 … p k } cobegin c 1 || c 2 || …|| c k coend {q 1 q 2 … q k } {p 1 }q 1 {q 1 } {p 2 } c 2 {q 2 }.. {p k } c k {q k } are interference free
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Limitations of the Owicky & Gries proof rules Checking interference can be hard –Non-compositionality Until you finished the local proofs cannot check interference A non-standard meaning of Hoare triples –Depends on the interference of other threads with the proof –Proofs need to be saved –Hard to handle libraries and missing code –Soundness is non-trivial Completeness depends on auxiliary variables
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Commands as relations It is convenient to view the meaning of commands as relations between pre-states and post-states In {p} C {Q} –p is a one state predicate –Q is a two-state predicate Example –{true} x := x + 1 {x= x + 1}
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Global Reasoning {x 0} x := x + 1; y := 1 {x >0} {x 0} x := x + 2; y := 2 {x >0} {x 0} x := x + 200; y := 200 {x >0} …
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x 0 0 x 1 x 0 x 2 = x 1 +7 y 2 = y 1 x 3 x 2 x 4 = x 3 y 4 =7 x 5 x 4 Rely/Guarantee Reasoning {x x} x := x + 7; y:=7 x 5 >0 {x 0} {x>0}
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Rely/Guarantee Reasoning(2) {x x} {x 0} x := x + 7; y:=7 {x>0} x =x+7 y=y x x x =x y=7 x x
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Hoare vs. Rely/Guarantee Reasoning {P} c {Q} {P} c {Q} {P} c {Q} R*R* G R*R* G R*R* G
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The rest of the lecture Operations on relations (Informal) Semantics of Rely/Guarantee A sound Rely/Guarantee inference rules
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From one- to two-state relations p( , ) =p( ) A single state predicate p is preserved by a two-state relation R if –p R p – , : p( ) R( , ) p( )
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Operations on Relations (P;Q)( , )= :P( , ) Q( , ) ID( , )= ( = ) R * =ID R (R;R) (R;R;R) …
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Formulas ID(x) = (x = x) ID(p) =(p p) Preserve (p)= p p
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Informal Semantics c (p, R, G, Q) –For every state such that p: Every execution of c on state with (potential) interventions which satisfy R results in a state such that ( , ) Q The execution of every atomic sub-command of c on any possible intermediate state satisfies G c [p, R, G, Q] –For every state such that p: Every execution of c on state with (potential) interventions which satisfy R must terminate in a state such that ( , ) Q The execution of every atomic sub-command of c on any possible intermediate state satisfies G
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A Formal Semantics Let c R denotes the set of quadruples s.t. that when c executes on 1 with potential interferences by R it yields an intermediate state 2 followed by an intermediate state 3 and a final state 4 –as usual 4 = when c does not terminate c R = { : : R ( * 2 2 = 3 = 4 ’, c’: * ( (( 2 = 1 2 = ) ( 3 = 3 = ’) 4 = ) c’ R ) c (p, R, G, Q) –For every c R such that 1 p G If 4 : Q
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Simple Examples X := X + 1 (true, X=X, X =X+1 X=X, X =X+1) X := X + 1 (X 0, X X, X>0 X=X, X>0) X := X + 1 ; Y := Y + 1 (X 0 Y 0, X X Y Y, G, X>0 Y>0)
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A Realistic Example Findpos: begin initialize: i :=2 ; j :=1; eventop = M+1 ; oddtop := M+1; search: cobegin Evensearch: while i < min(oddtop, eventop) do if (x(i) > 0) then eventop := i else i := i + 2; || Oddsearch: while j < min(oddtop, eventop) do if (x(j) > 0) then oddtop := j else j := j + 2; coend k := min(eventop, oddtop) end {k M+1 ( l: 1 l 0)} ES=eventop M+1 even(i) l: (even(l) 0<l<i) x(l) 0 eventop M x(eventop)>0 OS=oddtop M+1 odd(j) l: (odd(l) 0<l<j) x(l) 0 oddtop M x(oddtop)>0
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Inference Rules Define c (p, R, G, Q) by structural induction on c Soundness –If c (p, R, G, Q) then c (p, R, G, Q)
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Atomic Command {p} c {Q} atomic {c} (p, preserve(p), Q ID, Q) (Atomic)
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Conditional Critical Section {p b} c {Q} await b then c (p, preserve(p), Q ID, Q) (Critical)
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Sequential Composition c 1 (p 1, R, G, Q 1 ) c 1 ; c 2 (p 1, R, G, (Q 1 ; R * ; Q 2 )) (SEQ) c 2 (p 2, R, G, Q 2 ) Q 1 p 2
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Conditionals c 1 (p b 1, R, G, Q) p b R * b 1 if atomic {b} then c 1 else c 2 (p, R, G, Q) (IF) c 2 (p b 2, R, G, Q) p b R* b 2
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Loops c (j b 1, R, G, j) j b R * b 1 while atomic {b} do c (j, R, G, b j) (WHILE) R Preserve(j)
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Refinement c (p, R, G, Q) c (p’, R’, G’, Q’) (REFINE) p’ p Q Q’ R’ R G G’
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Parallel Composition c 1 (p 1, R 1, G 1, Q 1 ) c 1 || c 2 (p 1 p 1, (R 1 R2), (G 1 G 2 ), Q) where Q= (Q 1 ; (R 1 R 2 )*; Q 2 ) (Q 2 ; (R 1 R 2 )*; Q 1 ) (PAR) c 2 (p 2, R 2, G 2, Q 2 ) G 1 R 2 G 2 R 1
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A Realistic Example Findpos: begin initialize: i :=2 ; j :=1; eventop = M+1 ; oddtop := M+1; search: cobegin Evensearch: while i < min(oddtop, eventop) do if (x(i) > 0) then eventop := i else i := i + 2; || Oddsearch: while j < min(oddtop, eventop) do if (x(j) > 0) then oddtop := j else j := j + 2; coend k := min(eventop, oddtop) end {k M+1 ( l: 1 l 0)} ES=eventop M+1 even(i) l: (even(l) 0<l<i) x(l) 0 eventop M x(eventop)>0 OS=oddtop M+1 odd(j) l: (odd(l) 0<l<j) x(l) 0 oddtop M x(oddtop)>0
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OddSearch (OS, R O, G O, OS j min(et, ot)) R E =i =i ot ot et =etG E =j =j et et ot =ot R E Preserve(ES) et :=i (ES i 0, R E, G E, ES) i :=i+2 (ES i< et) x(i) 0, R E, G E, ES) ES i 0 R E * x(i) >0ES i < et x(i) 0 R E * x(i) 0 if (x(i) >0) … (ES i<et), R E, G E, ES) (IF) EvenSearch (ES, R E, G E, ES i min(et, ot)) (WHILE) G o =R E R O =G E EvenSearch||OddSearch (ES OS, R E R O, G E G O, ES OS i min(et, ot) j min(et, ot)) (PAR) ES i<min(et, ot) R E * i<et
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Auxiliary in Owicky-Gries {X = Y} X := X + 1 || Y := Y+1 {X=Y}
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Issues in R/G Total correctness is trickier Restrict the structure of the proofs –Sometimes global proofs are preferable Many design choices –Transitivity and Reflexivity of Rely/Guarantee –No standard set of rules Suitable for designs
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Summary Reasoning about concurrent programs is difficult Oweeki-Gries suggest to carefully design the sequential proofs to simplify the proof procedure –The use of auxiliary variables can make proofs difficult –Can have difficulties with fine-grained concurrency Benign dataraces Rely/Guarantee style allows more elegant/general reasoning –Compositional –Local –Adapts to the complexity of the proof –Soundness is simple –Naturally handles libraries and missing code
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