1 (* Title: Tools/quickcheck.ML
2 Author: Stefan Berghofer, Florian Haftmann, TU Muenchen
4 Generic counterexample search engine.
9 val auto: bool Unsynchronized.ref
10 val timing : bool Unsynchronized.ref
11 datatype report = Report of
12 { iterations : int, raised_match_errors : int,
13 satisfied_assms : int list, positive_concl_tests : int }
14 val gen_test_term: Proof.context -> bool -> bool -> string option -> int -> int -> term ->
15 (string * term) list option * ((string * int) list * ((int * report list) list) option)
16 val test_term: Proof.context -> bool -> string option -> int -> int -> term ->
17 (string * term) list option
19 string * (Proof.context -> bool -> term -> int -> term list option * (bool list * bool))
21 val setup: theory -> theory
22 val quickcheck: (string * string) list -> int -> Proof.state -> (string * term) list option
25 structure Quickcheck : QUICKCHECK =
30 val auto = Unsynchronized.ref false;
32 val timing = Unsynchronized.ref false;
35 ProofGeneralPgip.add_preference Preferences.category_tracing
36 (setmp_CRITICAL auto true (fn () =>
37 Preferences.bool_pref auto
39 "Whether to run Quickcheck automatically.") ());
41 (* quickcheck report *)
43 datatype single_report = Run of bool list * bool | MatchExc
45 datatype report = Report of
46 { iterations : int, raised_match_errors : int,
47 satisfied_assms : int list, positive_concl_tests : int }
49 fun collect_single_report single_report
50 (Report {iterations = iterations, raised_match_errors = raised_match_errors,
51 satisfied_assms = satisfied_assms, positive_concl_tests = positive_concl_tests}) =
54 Report {iterations = iterations + 1, raised_match_errors = raised_match_errors + 1,
55 satisfied_assms = satisfied_assms, positive_concl_tests = positive_concl_tests}
56 | Run (assms, concl) =>
57 Report {iterations = iterations + 1, raised_match_errors = raised_match_errors,
59 map2 (fn b => fn s => if b then s + 1 else s) assms
60 (if null satisfied_assms then replicate (length assms) 0 else satisfied_assms),
61 positive_concl_tests = if concl then positive_concl_tests + 1 else positive_concl_tests}
63 (* quickcheck configuration -- default parameters, test generators *)
65 datatype test_params = Test_Params of
66 { size: int, iterations: int, default_type: typ option, no_assms: bool, report: bool, quiet : bool};
68 fun dest_test_params (Test_Params { size, iterations, default_type, no_assms, report, quiet }) =
69 ((size, iterations), ((default_type, no_assms), (report, quiet)));
70 fun make_test_params ((size, iterations), ((default_type, no_assms), (report, quiet))) =
71 Test_Params { size = size, iterations = iterations, default_type = default_type,
72 no_assms = no_assms, report = report, quiet = quiet };
73 fun map_test_params f (Test_Params { size, iterations, default_type, no_assms, report, quiet }) =
74 make_test_params (f ((size, iterations), ((default_type, no_assms), (report, quiet))));
75 fun merge_test_params (Test_Params { size = size1, iterations = iterations1, default_type = default_type1,
76 no_assms = no_assms1, report = report1, quiet = quiet1 },
77 Test_Params { size = size2, iterations = iterations2, default_type = default_type2,
78 no_assms = no_assms2, report = report2, quiet = quiet2 }) =
79 make_test_params ((Int.max (size1, size2), Int.max (iterations1, iterations2)),
80 ((case default_type1 of NONE => default_type2 | _ => default_type1, no_assms1 orelse no_assms2),
81 (report1 orelse report2, quiet1 orelse quiet2)));
83 structure Data = Theory_Data
85 type T = (string * (Proof.context -> bool -> term -> int -> term list option * (bool list * bool))) list
87 val empty = ([], Test_Params
88 { size = 10, iterations = 100, default_type = NONE, no_assms = false, report = false, quiet = false});
90 fun merge ((generators1, params1), (generators2, params2)) : T =
91 (AList.merge (op =) (K true) (generators1, generators2),
92 merge_test_params (params1, params2));
95 val add_generator = Data.map o apfst o AList.update (op =);
97 (* generating tests *)
99 fun mk_tester_select name ctxt =
100 case AList.lookup (op =) ((fst o Data.get o ProofContext.theory_of) ctxt) name
101 of NONE => error ("No such quickcheck generator: " ^ name)
102 | SOME generator => generator ctxt;
104 fun mk_testers ctxt report t =
105 (map snd o fst o Data.get o ProofContext.theory_of) ctxt
106 |> map_filter (fn generator => try (generator ctxt report) t);
108 fun mk_testers_strict ctxt report t =
110 val generators = ((map snd o fst o Data.get o ProofContext.theory_of) ctxt)
111 val testers = map (fn generator => Exn.capture (generator ctxt report) t) generators;
112 in if forall (is_none o Exn.get_result) testers
113 then [(Exn.release o snd o split_last) testers]
114 else map_filter Exn.get_result testers
118 (* testing propositions *)
120 fun prep_test_term t =
122 val _ = (null (Term.add_tvars t []) andalso null (Term.add_tfrees t [])) orelse
123 error "Term to be tested contains type variables";
124 val _ = null (Term.add_vars t []) orelse
125 error "Term to be tested contains schematic variables";
126 val frees = Term.add_frees t [];
127 in (map fst frees, list_abs_free (frees, t)) end
129 fun cpu_time description f =
131 val start = start_timing ()
132 val result = Exn.capture f ()
133 val time = Time.toMilliseconds (#cpu (end_timing start))
134 in (Exn.release result, (description, time)) end
136 fun gen_test_term ctxt quiet report generator_name size i t =
138 val (names, t') = prep_test_term t;
139 val (testers, comp_time) = cpu_time "quickcheck compilation"
140 (fn () => (case generator_name
141 of NONE => if quiet then mk_testers ctxt report t' else mk_testers_strict ctxt report t'
142 | SOME name => [mk_tester_select name ctxt report t']));
143 fun iterate f 0 report = (NONE, report)
144 | iterate f j report =
146 val (test_result, single_report) = apsnd Run (f ()) handle Match => (if quiet then ()
147 else warning "Exception Match raised during quickcheck"; (NONE, MatchExc))
148 val report = collect_single_report single_report report
150 case test_result of NONE => iterate f (j - 1) report | SOME q => (SOME q, report)
152 val empty_report = Report { iterations = 0, raised_match_errors = 0,
153 satisfied_assms = [], positive_concl_tests = 0 }
154 fun with_testers k [] = (NONE, [])
155 | with_testers k (tester :: testers) =
156 case iterate (fn () => tester (k - 1)) i empty_report
157 of (NONE, report) => apsnd (cons report) (with_testers k testers)
158 | (SOME q, report) => (SOME q, [report]);
159 fun with_size k reports = if k > size then (NONE, reports)
160 else (if quiet then () else priority ("Test data size: " ^ string_of_int k);
162 val (result, new_report) = with_testers k testers
163 val reports = ((k, new_report) :: reports)
164 in case result of NONE => with_size (k + 1) reports | SOME q => (SOME q, reports) end);
165 val ((result, reports), exec_time) = cpu_time "quickcheck execution"
167 (fn result => case result of NONE => NONE
168 | SOME ts => SOME (names ~~ ts)) (with_size 1 []))
170 (result, ([exec_time, comp_time], if report then SOME reports else NONE))
173 fun test_term ctxt quiet generator_name size i t =
174 fst (gen_test_term ctxt quiet false generator_name size i t)
176 fun monomorphic_term thy insts default_T =
178 fun subst (T as TFree (v, S)) =
180 val T' = AList.lookup (op =) insts v
181 |> the_default (the_default T default_T)
182 in if Sign.of_sort thy (T, S) then T'
183 else error ("Type " ^ Syntax.string_of_typ_global thy T ^
184 " to be substituted for variable " ^
185 Syntax.string_of_typ_global thy T ^ "\ndoes not have sort " ^
186 Syntax.string_of_sort_global thy S)
189 in (map_types o map_atyps) subst end;
191 fun test_goal quiet report generator_name size iterations default_T no_assms insts i assms state =
193 val ctxt = Proof.context_of state;
194 val thy = Proof.theory_of state;
195 fun strip (Const ("all", _) $ Abs (_, _, t)) = strip t
197 val {goal = st, ...} = Proof.raw_goal state;
198 val (gi, frees) = Logic.goal_params (prop_of st) i;
199 val gi' = Logic.list_implies (if no_assms then [] else assms,
200 subst_bounds (frees, strip gi))
201 |> monomorphic_term thy insts default_T
202 |> Object_Logic.atomize_term thy;
203 in gen_test_term ctxt quiet report generator_name size iterations gi' end;
205 fun pretty_counterex ctxt NONE = Pretty.str "Quickcheck found no counterexample."
206 | pretty_counterex ctxt (SOME cex) =
207 Pretty.chunks (Pretty.str "Quickcheck found a counterexample:\n" ::
209 Pretty.block [Pretty.str (s ^ " ="), Pretty.brk 1, Syntax.pretty_term ctxt t]) cex);
211 fun pretty_report (Report {iterations = iterations, raised_match_errors = raised_match_errors,
212 satisfied_assms = satisfied_assms, positive_concl_tests = positive_concl_tests}) =
214 fun pretty_stat s i = Pretty.block ([Pretty.str (s ^ ": " ^ string_of_int i)])
216 ([pretty_stat "iterations" iterations,
217 pretty_stat "match exceptions" raised_match_errors]
218 @ map_index (fn (i, n) => pretty_stat ("satisfied " ^ string_of_int (i + 1) ^ ". assumption") n)
220 @ [pretty_stat "positive conclusion tests" positive_concl_tests])
223 fun pretty_reports' [report] = [Pretty.chunks (pretty_report report)]
224 | pretty_reports' reports =
225 map_index (fn (i, report) =>
226 Pretty.chunks (Pretty.str (string_of_int (i + 1) ^ ". generator:\n") :: pretty_report report))
229 fun pretty_reports ctxt (SOME reports) =
230 Pretty.chunks (Pretty.str "Quickcheck report:" ::
231 maps (fn (size, reports) =>
232 Pretty.str ("size " ^ string_of_int size ^ ":") :: pretty_reports' reports @ [Pretty.brk 1])
234 | pretty_reports ctxt NONE = Pretty.str ""
236 fun pretty_counterex_and_reports ctxt (cex, (timing, reports)) =
237 Pretty.chunks [pretty_counterex ctxt cex, pretty_reports ctxt reports]
239 (* automatic testing *)
241 fun auto_quickcheck state =
246 val ctxt = Proof.context_of state;
247 val assms = map term_of (Assumption.all_assms_of ctxt);
248 val Test_Params { size, iterations, default_type, no_assms, report, quiet } =
249 (snd o Data.get o Proof.theory_of) state;
251 try (test_goal true false NONE size iterations default_type no_assms [] 1 assms) state;
254 NONE => (false, state)
255 | SOME (NONE, report) => (false, state)
256 | SOME (cex, report) => (true, Proof.goal_message (K (Pretty.chunks [Pretty.str "",
257 Pretty.mark Markup.hilite (pretty_counterex ctxt cex)])) state)
260 val setup = Auto_Counterexample.register_tool ("quickcheck", auto_quickcheck)
265 fun read_nat s = case (Library.read_int o Symbol.explode) s
266 of (k, []) => if k >= 0 then k
267 else error ("Not a natural number: " ^ s)
268 | (_, _ :: _) => error ("Not a natural number: " ^ s);
269 fun read_bool "false" = false
270 | read_bool "true" = true
271 | read_bool s = error ("Not a Boolean value: " ^ s)
273 fun parse_test_param ctxt ("size", arg) =
274 (apfst o apfst o K) (read_nat arg)
275 | parse_test_param ctxt ("iterations", arg) =
276 (apfst o apsnd o K) (read_nat arg)
277 | parse_test_param ctxt ("default_type", arg) =
278 (apsnd o apfst o apfst o K o SOME) (ProofContext.read_typ ctxt arg)
279 | parse_test_param ctxt ("no_assms", arg) =
280 (apsnd o apfst o apsnd o K) (read_bool arg)
281 | parse_test_param ctxt ("report", arg) =
282 (apsnd o apsnd o apfst o K) (read_bool arg)
283 | parse_test_param ctxt ("quiet", arg) =
284 (apsnd o apsnd o apsnd o K) (read_bool arg)
285 | parse_test_param ctxt (name, _) =
286 error ("Unknown test parameter: " ^ name);
288 fun parse_test_param_inst ctxt ("generator", arg) =
289 (apsnd o apfst o K o SOME) arg
290 | parse_test_param_inst ctxt (name, arg) =
291 case try (ProofContext.read_typ ctxt) name
292 of SOME (TFree (v, _)) => (apsnd o apsnd o AList.update (op =))
293 (v, ProofContext.read_typ ctxt arg)
294 | _ => (apfst o parse_test_param ctxt) (name, arg);
296 fun quickcheck_params_cmd args thy =
298 val ctxt = ProofContext.init_global thy;
299 val f = fold (parse_test_param ctxt) args;
302 |> (Data.map o apsnd o map_test_params) f
305 fun gen_quickcheck args i state =
307 val thy = Proof.theory_of state;
308 val ctxt = Proof.context_of state;
309 val assms = map term_of (Assumption.all_assms_of ctxt);
310 val default_params = (dest_test_params o snd o Data.get) thy;
311 val f = fold (parse_test_param_inst ctxt) args;
312 val (((size, iterations), ((default_type, no_assms), (report, quiet))), (generator_name, insts)) =
313 f (default_params, (NONE, []));
315 test_goal quiet report generator_name size iterations default_type no_assms insts i assms state
318 fun quickcheck args i state = fst (gen_quickcheck args i state);
320 fun quickcheck_cmd args i state =
321 gen_quickcheck args i (Toplevel.proof_of state)
322 |> Pretty.writeln o pretty_counterex_and_reports (Toplevel.context_of state);
324 val parse_arg = Parse.name -- (Scan.optional (Parse.$$$ "=" |-- Parse.name) "true");
326 val parse_args = Parse.$$$ "[" |-- Parse.list1 parse_arg --| Parse.$$$ "]"
330 Outer_Syntax.command "quickcheck_params" "set parameters for random testing" Keyword.thy_decl
331 (parse_args >> (fn args => Toplevel.theory (quickcheck_params_cmd args)));
334 Outer_Syntax.improper_command "quickcheck" "try to find counterexample for subgoal" Keyword.diag
335 (parse_args -- Scan.optional Parse.nat 1
336 >> (fn (args, i) => Toplevel.no_timing o Toplevel.keep (quickcheck_cmd args i)));
341 val auto_quickcheck = Quickcheck.auto;