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zJU@Xm%xH+Esdjy;#06Woe3(seS(>=mKR}L#B`#`^k8hxtgWfFSnaeaHmRIhju9x%` zDf94k^a>)=6aIhee>Y|^3`eoW`y*S);!}J`pV188oVmcTjnJvz0t9(^F&P "fred" #+END_SRC The Lambda output for this code can be obtained by running the -compiler with the /-dlambda/ flag: +compiler with the /-drawlambda/ flag or in a more compact form with +the /-dlambda/ flag: #+BEGIN_SRC (setglobal Prova! (let @@ -590,9 +592,9 @@ compiler with the /-dlambda/ flag: case int 3: "fred"))) (makeblock 0 test/85))) #+END_SRC -As outlined by the example, the /makeblock/ directive is responsible -for allocating low level OCaml values and every constant constructor -ot the algebraic type /t/ is stored in memory as an integer. +As outlined by the example, the /makeblock/ directive allows to +allocate low level OCaml values and every constant constructor +of the algebraic type /t/ is stored in memory as an integer. The /setglobal/ directives declares a new binding in the global scope: Every concept of modules is lost at this stage of compilation. The pattern matching compiler uses a jump table to map every pattern @@ -624,7 +626,7 @@ are mapped to cons cell that are accessed using the /tag/ directive. case tag 1: (if (!= (field 0 param/90) 0) "fred" "baz")))) (makeblock 0 test/89))) #+END_SRC -In the Lambda language are several numeric types: +In the Lambda language defines several numeric types: - integers: that us either 31 or 63 bit two's complement arithmetic depending on system word size, and also wrapping on overflow - 32 bit and 64 bit integers: that use 32-bit and 64-bit two's complement arithmetic @@ -633,14 +635,12 @@ In the Lambda language are several numeric types: - floats: that use IEEE754 double-precision (64-bit) arithmetic with the addition of the literals /infinity/, /neg_infinity/ and /nan/. \\ -The are various numeric operations defined: - +The are various numeric operations: - Arithmetic operations: +, -, *, /, % (modulo), neg (unary negation) - Bitwise operations: &, |, ^, <<, >> (zero-shifting), a>> (sign extending) - Numeric comparisons: <, >, <=, >=, == *** Functions - Functions are defined using the following syntax, and close over all bindings in scope: (lambda (arg1 arg2 arg3) BODY) and are applied using the following syntax: (apply FUNC ARG ARG ARG) @@ -663,8 +663,7 @@ Spiega che la sintassi che supporti e` quella nella BNF ** Pattern matching - -Pattern matching is a widely adopted mechanism to interact with ADT. +Pattern matching is a widely adopted mechanism to interact with ADT[CIT]. C family languages provide branching on predicates through the use of if statements and switch statements. Pattern matching on the other hands express predicates through @@ -673,7 +672,7 @@ arbitrary shapes. One common example of pattern matching is the use of regular expressions on strings. provides pattern matching on ADT and primitive data types. The result of a pattern matching operation is always one of: -- this value does not match this pattern” +- this value does not match this pattern - this value matches this pattern, resulting the following bindings of names to values and the jump to the expression pointed at the pattern. @@ -687,54 +686,42 @@ match color with | Green -> print "green" | _ -> print "white or black" #+END_SRC - - provides tokens to express data destructoring. +Pattern matching clauses provide tokens to express data destructoring. For example we can examine the content of a list with pattern matching - #+BEGIN_SRC - begin match list with | [ ] -> print "empty list" | element1 :: [ ] -> print "one element" | (element1 :: element2) :: [ ] -> print "two elements" | head :: tail-> print "head followed by many elements" #+END_SRC -\\ Parenthesized patterns, such as the third one in the previous example, matches the same value as the pattern without parenthesis. \\ The same could be done with tuples #+BEGIN_SRC - begin match tuple with | (Some _, Some _) -> print "Pair of optional types" | (Some _, None) | (None, Some _) -> print "Pair of optional types, one of which is null" | (None, None) -> print "Pair of optional types, both null" #+END_SRC - The pattern pattern₁ | pattern₂ represents the logical "or" of the -two patterns pattern₁ and pattern₂. A value matches pattern₁ | -pattern₂ if it matches pattern₁ or pattern₂. +two patterns, pattern₁ and pattern₂. A value matches /pattern₁ | pattern₂/ if it matches pattern₁ or pattern₂. \\ Pattern clauses can make the use of /guards/ to test predicates and variables can captured (binded in scope). - #+BEGIN_SRC - begin match token_list with | "switch"::var::"{"::rest -> ... | "case"::":"::var::rest when is_int var -> ... | "case"::":"::var::rest when is_string var -> ... | "}"::[ ] -> ... | "}"::rest -> error "syntax error: " rest - #+END_SRC -\\ Moreover, the pattern matching compiler emits a warning when a pattern is not exhaustive or some patterns are shadowed by precedent ones. ** Symbolic execution - Symbolic execution is a widely used techniques in the field of computer security. It allows to analyze different execution paths of a program @@ -749,8 +736,12 @@ domain of all possible inputs of a program, detecting infeasible paths, dead code and proving that two code segments are equivalent. \\ Let's take as example this signedness bug that was found in the -FreeBSD kernel and allowed, when calling the getpeername function, to +FreeBSD kernel [CIT] and allowed, when calling the /getpeername/ function, to read portions of kernel memory. +\begin{comment} +TODO: controlla paginazione +\end{comment} +\clearpage #+BEGIN_SRC int compat; { @@ -775,10 +766,11 @@ bad: return (error); } #+END_SRC - -The tree of the execution when the function is evaluated considering -/int len/ our symbolic variable α, sa->sa_len as symbolic variable β -and π as the set of constraints on a symbolic variable: +The tree of the execution is presented below. +It is built by evaluating the function by consider the integer +variable /len/ the symbolic variable α, sa->sa_len the symbolic variable β +and π indicates the set of constraints on the symbolic variables. +The input values to the functions are identified by σ. [[./files/symb_exec.png]] \begin{comment} [1] compat (...) { π_{α}: -∞ < α < ∞ } @@ -793,15 +785,15 @@ We can see that at step 3 the set of possible values of the scrutinee α is bigger than the set of possible values of the input σ to the /cast/ directive, that is: π_{α} ⊈ π_{σ}. For this reason the /cast/ may fail when α is /len/ negative number, outside the domain π_{σ}. In C this would trigger undefined behaviour (signed -overflow) that made the exploitation possible. -\\ -Every step of evaluation can be modelled as the following transition: +overflow) that made the exploit possible. +*** Symbolic Execution in terms of Hoare Logic +Every step of the evaluation in a symbolic engine can be modelled as the following transition: \[ (π_{σ}, (πᵢ)ⁱ) → (π'_{σ}, (π'ᵢ)ⁱ) \] -if we express the π constraints as logical formulas we can model the +if we express the π transitions as logical formulas we can model the execution of the program in terms of Hoare Logic. -State of the computation is a Hoare triple {P}C{Q} where P and Q are +The state of the computation is a Hoare triple {P}C{Q} where P and Q are respectively the /precondition/ and the /postcondition/ that constitute the assertions of the program. C is the directive being executed. @@ -812,7 +804,8 @@ In the Hoare rules assertions could also take the form of | P ::= \forall i. P \vert \exists i. P \vert P_{1} \Rightarrow P_{2} where i is a logical variable, but assertions of these kinds increases the complexity of the symbolic engine. -Execution follows the rules of Hoare logic: +\ +Execution follows the following inference rules: - Empty statement : \begin{mathpar} \infer{ } @@ -826,7 +819,7 @@ Execution follows the rules of Hoare logic: \end{mathpar} \\ - Composition : c₁ and c₂ are directives that are executed in order; - {Q} is called the /midcondition/. + {Q} is called the /mid condition/. \begin{mathpar} \infer { \{P\}c_1\{R\}, \{R\}c_2\{Q\} } { \{P\}c₁;c₂\{Q\} } @@ -839,7 +832,7 @@ Execution follows the rules of Hoare logic: \end{mathpar} \\ - Loop : {P} is the loop invariant. After the loop is finished /P/ - holds and ¬̸b caused the loop to end. + holds and ¬b caused the loop to end. \begin{mathpar} \infer { \{P \wedge b \}c\{P\} } { \{P\}\text{while b do c} \{P \wedge \neg b\} } @@ -847,14 +840,14 @@ Execution follows the rules of Hoare logic: \\ Even if the semantics of symbolic execution engines are well defined, the user may run into different complications when applying such -analysis to non trivial codebases. +analysis to non trivial codebases.[CIT] For example, depending on the domain, loop termination is not guaranteed. Even when termination is guaranteed, looping causes exponential branching that may lead to path explosion or state -explosion. +explosion.[CIT] Reasoning about all possible executions of a program is not always -feasible and in case of explosion usually symbolic execution engines -implement heuristics to reduce the size of the search space. +feasible[CIT] and in case of explosion usually symbolic execution engines +implement heuristics to reduce the size of the search space.[CIT] ** Translation validation Translators, such as translators and code generators, are huge pieces of @@ -873,10 +866,97 @@ existing translators that consists of taking the source and the target - [ ] Translation validation through symbolic execution * Translation validation of the Pattern Matching Compiler +** Accessors +OCaml encourages widespread usage of composite types to encapsulate +data. Composite types include /discriminated unions/, of which we have +seen different use cases, and /records/, that are a form of /product +types/ [CIT] such as /structures/ in C. \\ +\begin{minipage}{0.6\linewidth} +\begin{verbatim} +struct Shape { + int centerx; + int centery; + enum ShapeKind kind; + union { + struct { int side; }; + struct { int length, height; }; + struct { int radius; }; + }; +}; +\end{verbatim} +\end{minipage} +\hfill +\begin{minipage}{0.4\linewidth} +\begin{verbatim} +type shape = { + x:int; + y:int; + kind:shapekind +} +and shapekind + | Square of int + | Rect of int * int + | Circle of int +\end{verbatim} +\end{minipage} +\begin{comment} +TODO: metti linea qualcosa a dividere +\end{comment} +Primitive OCaml datatypes include aggregate types in the form of +/tuples/ and /lists/. Other aggregate types are built using module +functors. [CIT] +Low level /Lambda/ untyped constructors of the form +#+BEGIN_SRC +type t = Constant | Cell of int * t +#+END_SRC +provides enough flexibility to encode source higher kinded types. +This shouldn't surprise because the /Lambda/ language consists of +s-expressions. The /field/ operation allows to address a /Cell/ value +and the expressions /(field 0 x)/ and /(field 1 x)/ are equivalent to +the Lisp primitives /(car x)/ and /(cdr x)/ respectively. +\begin{comment} +(* that can also be written *) +let value = List.cons 1 + @@ List.cons 2 + @@ List.cons 3 [] +\end{comment} +\begin{minipage}{0.3\linewidth} +\begin{verbatim} +let value = 1 :: 2 :: 3 :: [] +\end{verbatim} +\end{minipage} +\hfill +\begin{minipage}{0.5\linewidth} +\begin{verbatim} + (field 0 x) = 1 + (field 0 (field 1 x)) = 2 + (field 0 (field 1 (field 1 x)) = 3 + (field 0 (field 1 (field 1 (field 1 x)) = [] +\end{verbatim} +\end{minipage} \\ +\\ +We can represent the concrete value of a higher kinded type as a flat +list of cells. +In the prototype we call this "view" into the value of a datatype the +\emph{accessor} /a/. +| a ::= Here \vert n.a +Accessors have some resemblance with the low level /Cell/ values, such +as the fact that both don't encode type informations; for example the +accessor of a list of integers is structurally equivalent to the +accessor of a tuple containing the same elements. +\\ +We can intuitively think of the /accessor/ as the +access path to a value that can be reached by deconstructing the +scrutinee. +At the source level /accessors/ are constructed by inspecting the structure of +the patterns at hand. +At the target level /accessors/ are constructed by compressing the steps taken by +the symbolic engine during the evaluation of a value. +/Accessors/ don't store informations about the concrete value of the scrutinee or +it's symbolic domain of values. ** Source program - -The source code of a pattern matching function has the +The OCaml source code of a pattern matching function has the following form: |match variable with @@ -895,10 +975,10 @@ Pattern matching code could also be written using the more compact form: |\vert pattern₃ as var \to expr₃ |⋮ |\vert pₙ \to exprₙ - - +\begin{comment} +TODO: paginazione seria per BNF +\end{comment} This BNF grammar describes formally the grammar of the source program: - | start ::= "match" id "with" patterns \vert{} "function" patterns | patterns ::= (pattern0\vert{}pattern1) pattern1+ | ;; pattern0 and pattern1 are needed to distinguish the first case in which @@ -908,16 +988,17 @@ This BNF grammar describes formally the grammar of the source program: | clause ::= lexpr "->" rexpr | lexpr ::= rule (ε\vert{}condition) | rexpr ::= _code ;; arbitrary code -| rule ::= wildcard\vert{}variable\vert{}constructor_pattern\vert or_pattern ;; +| rule ::= wildcard\vert{}variable\vert{}constructor_pattern\vert or_pattern | wildcard ::= "_" | variable ::= identifier | constructor_pattern ::= constructor (rule\vert{}ε) (assignment\vert{}ε) -| constructor ::= int\vert{}float\vert{}char\vert{}string\vert{}bool \vert{}unit\vert{}record\vert{}exn\vert{}objects\vert{}ref \vert{}list\vert{}tuple\vert{}array\vert{}variant\vert{}parameterized_variant ;; data types +| constructor ::= int\vert{}float\vert{}char\vert{}string\vert{}bool \vert{}unit +| \quad\quad\quad\quad\quad\quad\quad \vert{}record\vert{}exn\vert{}objects\vert{}ref \vert{}list\vert{}tuple\vert{}array\vert{}variant\vert{}parameterized_variant ;; data types | or_pattern ::= rule ("\vert{}" wildcard\vert{}variable\vert{}constructor_pattern)+ -| condition ::= "when" bexpr +| condition ::= "when" b_guard | assignment ::= "as" id -| bexpr ::= _code ;; arbitrary code -The source program is parsed using the ocaml-compiler-libs library. +| b_guard ::= ocaml_expression ;; arbitrary code +The source program is parsed using the ocaml-compiler-libs [CIT] library. The result of parsing, when successful, results in a list of clauses and a list of type declarations. Every clause consists of three objects: a left-hand-side that is the @@ -1037,17 +1118,15 @@ program tₛ: A sound approach for treating these blackboxes would be to inspect the OCaml compiler during translation to Lambda code and extract the blackboxes compiled in their Lambda representation. -This would allow to test for equality with the respective blackbox at -the target level. +This would allow to test for structural equality with the counterpart +Lambda blackboxes at the target level. Given that this level of introspection is currently not possibile, we decided to restrict the structure of blackboxes to the following (valid) OCaml code: - #+BEGIN_SRC external guard : 'a -> 'b = "guard" external observe : 'a -> 'b = "observe" #+END_SRC - We assume these two external functions /guard/ and /observe/ with a valid type that lets the user pass any number of arguments to them. All the guards are of the form \texttt{guard }, where the @@ -1068,11 +1147,9 @@ let _ = function We note that the right hand side of /observe/ is just an arbitrary value and in this case just enumerates the order in which expressions appear. -Even if this is an oversimplification of the problem for the -prototype, it must be noted that at the compiler level we have the -possibility to compile the pattern clauses in two separate steps so -that the guards and right-hand-side expressions are semantically equal -to their counterparts at the target program level. +This oversimplification of the structure of arbitrary code blackboxes +allows us to test for structural equivalence without querying the +compiler during the /TypedTree/ to /Lambda/ translation phase. \begin{lstlisting} let _ = function | K1 -> lambda₀ @@ -1133,6 +1210,7 @@ following four rules: \end{equation*} where \begin{equation*} + P' \to L' = \begin{pmatrix} p_{1,2} & \cdots & p_{1,n} & → & (let & y₁ & x₁) & l₁ \\ p_{2,2} & \cdots & p_{2,n} & → & (let & y₂ & x₁) & l₂ \\ @@ -1141,9 +1219,9 @@ following four rules: \end{pmatrix} \end{equation*} - That means in every lambda action lᵢ there is a binding of x₁ to the - variable that appears on the pattern p_{i,1}. Bindings are omitted - for wildcard patterns and the lambda action lᵢ remains unchanged. + That means in every lambda action lᵢ in the P' → L' matrix there is a binding of x₁ to the + variable that appears on the pattern p_{i,1}. When there are + wildcard patterns, bindings are omitted the lambda action lᵢ remains unchanged. 2) Constructor rule: if all patterns in the first column of P are constructors patterns of the form k(q₁, q₂, ..., q_{n'}) we define a @@ -1157,7 +1235,7 @@ following four rules: p ← $q_{i,1}$, $q_{i,2}$, ..., $q_{i,n'}$, $p_{i,2}$, $p_{i,3}$, ..., $p_{i, n}$ \end{lstlisting} Patterns of the form $q_{i,j}$ matches on the values of the - constructor and we define new fresh variables y₁, y₂, ..., yₐ so + constructor and we define the variables y₁, y₂, ..., yₐ so that the lambda action lᵢ becomes \begin{lstlisting}[mathescape,columns=fullflexible,basicstyle=\fontfamily{lmvtt}\selectfont,] @@ -1169,38 +1247,41 @@ following four rules: \end{lstlisting} and the result of the compilation for the set of constructors - {c₁, c₂, ..., cₖ} is: + ${\{c_{1}, c_{2}, ..., c_{k}\}}$ is: \begin{lstlisting}[mathescape,columns=fullflexible,basicstyle=\fontfamily{lmvtt}\selectfont,] switch x₁ with - case c₁: l₁ - case c₂: l₂ - ... - case cₖ: lₖ - default: exit + case c₁: l₁ + case c₂: l₂ + ... + case cₖ: lₖ + default: exit \end{lstlisting} \\ +\begin{comment} +TODO: il tre viene cambiato in uno e la lista divisa. Risolvi. +\end{comment} 3) Orpat rule: there are various strategies for dealing with or-patterns. The most naive one is to split the or-patterns. For example a row p containing an or-pattern: \begin{equation*} - (p_{i,1}|q_{i,1}|r_{i,1}), p_{i,2}, ..., p_{i,m} → lᵢ + (p_{i,1}|q_{i,1}|r_{i,1}), p_{i,2}, ..., p_{i,m} → l \end{equation*} results in three rows added to the clause matrix \begin{equation*} - p_{i,1}, p_{i,2}, ..., p_{i,m} → lᵢ \\ + p_{i,1}, p_{i,2}, ..., p_{i,m} → l \\ \end{equation*} \begin{equation*} - q_{i,1}, p_{i,2}, ..., p_{i,m} → lᵢ \\ + q_{i,1}, p_{i,2}, ..., p_{i,m} → l \\ \end{equation*} \begin{equation*} - r_{i,1}, p_{i,2}, ..., p_{i,m} → lᵢ + r_{i,1}, p_{i,2}, ..., p_{i,m} → l \end{equation*} 4) Mixture rule: - When none of the previous rules apply the clause matrix P → L is - split into two clause matrices, the first P₁ → L₁ that is the + When none of the previous rules apply the clause matrix ${P\space{}\to\space{}L}$ is + split into two clause matrices, the first $P_{1}\space\to\space{}L_{1}$ that is the largest prefix matrix for which one of the three previous rules - apply, and P₂ → L₂ containing the remaining rows. The algorithm is + apply, and $P_{2}\space\to\space{}L_{2}$ containing the remaining rows. The algorithm is applied to both matrices. It is important to note that the application of the decomposition algorithm converges. This intuition can be verified by defining the @@ -1232,41 +1313,6 @@ q_{1,1} & p_{1,2} & \cdots & p_{1,n} → l₁ \\ \vdots & \vdots & \ddots & \vdots → \vdots \\ \end{pmatrix}\big\rvert = n \end{equation*} -In our prototype we make use of accessors to encode stored values. - -\begin{minipage}{0.6\linewidth} -\begin{verbatim} - -let value = 1 :: 2 :: 3 :: [] -(* that can also be written *) -let value = [] - |> List.cons 3 - |> List.cons 2 - |> List.cons 1 -\end{verbatim} -\end{minipage} -\hfill -\begin{minipage}{0.5\linewidth} -\begin{verbatim} - - - (field 0 x) = 1 - (field 0 (field 1 x)) = 2 - (field 0 (field 1 (field 1 x)) = 3 - (field 0 (field 1 (field 1 (field 1 x)) = [] -\end{verbatim} -\end{minipage} -An \emph{accessor} /a/ represents the -access path to a value that can be reached by deconstructing the -scrutinee. -| a ::= Here \vert n.a -The above example, in encoded form: -\begin{verbatim} -Here = 1 -1.Here = 2 -1.1.Here = 3 -1.1.1.Here = [] -\end{verbatim} In our prototype the source matrix mₛ is defined as follows | SMatrix mₛ := (aⱼ)^{j∈J}, ((p_{ij})^{j∈J} → bbᵢ)^{i∈I} diff --git a/todo.org b/todo.org index 1affa56..2c0ef70 100644 --- a/todo.org +++ b/todo.org @@ -126,6 +126,7 @@ + [ ] Line breaks + [ ] Esempio full signature match: allinea + [ ] correct. stat. di eq. checking: fuori margine + + [ ] Minipages: spazio o divisore dalle linee prima e dopo - [X] segreteria: tesi inglese - [X] Gatti: inglese - [X] Gatti: Coppo mio relatore