From 967209b8522c8c13feaa8061e39cde0b818cac1f Mon Sep 17 00:00:00 2001 From: Claudio Maggioni Date: Wed, 27 Dec 2023 16:07:31 +0100 Subject: [PATCH] reran muttest with regeneration --- README.md | 16 +- archive.py | 2 +- fuzzer.py | 4 +- fuzzer_tests/test_anagram_check.py | 23 +-- fuzzer_tests/test_caesar_cipher.py | 12 +- fuzzer_tests/test_check_armstrong.py | 23 +-- fuzzer_tests/test_common_divisor_count.py | 33 +++- fuzzer_tests/test_exponentiation.py | 6 +- fuzzer_tests/test_gcd.py | 27 ++- fuzzer_tests/test_longest_substring.py | 11 +- fuzzer_tests/test_rabin_karp.py | 22 +-- fuzzer_tests/test_railfence_cipher.py | 34 ++-- fuzzer_tests/test_zellers_birthday.py | 34 ++-- genetic.py | 7 +- instrument.py | 41 ++++- muttest.py | 50 ++++-- out/mutation_results_fuzzer.csv | 200 +++++++++++----------- out/mutation_results_genetic.csv | 200 +++++++++++----------- out/mutation_scores.png | Bin 42390 -> 57185 bytes out/mutation_scores_mean.png | Bin 34876 -> 52770 bytes out/stats.csv | 20 +-- report/main.pdf | Bin 0 -> 228904 bytes report/main.tex | 131 ++++++++++++++ tests/test_anagram_check.py | 4 +- tests/test_caesar_cipher.py | 12 +- tests/test_check_armstrong.py | 28 +-- tests/test_common_divisor_count.py | 41 ++--- tests/test_exponentiation.py | 6 +- tests/test_gcd.py | 32 ++-- tests/test_longest_substring.py | 6 +- tests/test_rabin_karp.py | 15 +- tests/test_railfence_cipher.py | 10 +- tests/test_zellers_birthday.py | 29 ++-- 33 files changed, 633 insertions(+), 446 deletions(-) create mode 100644 report/main.pdf create mode 100644 report/main.tex diff --git a/README.md b/README.md index 21b4dc9..1af2c29 100644 --- a/README.md +++ b/README.md @@ -119,11 +119,23 @@ python3.7 muttest.py The script will consider the tests in `fuzzer_tests` and `tests` and run mutation testing on them, collecting the mutation score for each run in `out/mutation_results_fuzzer.csv` and `out/mutation_results_genetic.csv` respectively. -If either or both file exist, the mutation run for the matching test suite will be skipped and the saved values will be +If either or both file exist, the p run for the matching test suite will be skipped and the saved values will be used. The script additionally generates two plots for the distribution and average of mutation scores per kind of generation and benchmark file. These two plots are saved in `out/mutation_scores.png` and `out/mutation_scores_mean.png` respectively. `out/stats.csv` is also generated and will contain a statistical comparison between the mutation score distribution for the fuzzer-generated and genetic-generated test of each benchmark file, including the average score for -both generations, the Wilcoxon paired test p-value, the Cohen's d effect size and its interpretation. \ No newline at end of file +both generations, the Wilcoxon paired test p-value, the Cohen's d effect size and its interpretation. + +# Report + +To compile the report run: + +```shell +cd report +pdflatex -interaction=nonstopmode -output-directory=. main.tex +pdflatex -interaction=nonstopmode -output-directory=. main.tex +``` + +The report is then located in `report/main.pdf`. \ No newline at end of file diff --git a/archive.py b/archive.py index 50d81c1..b7a3448 100644 --- a/archive.py +++ b/archive.py @@ -32,7 +32,7 @@ class Archive: def suite_str(self): suite = self.build_suite() - return " ".join([",".join([f'{k}={repr(v)}' for k, v in test.items()]) + f",score={self}" for test in suite]) + return " ".join([",".join([f'{k}={repr(v)}' for k, v in test.items()]) for test in suite]) def consider_test(self, test_case: frozendict): branch = self.satisfies_unseen_branches(test_case) diff --git a/fuzzer.py b/fuzzer.py index 6b8c5fc..947a17d 100644 --- a/fuzzer.py +++ b/fuzzer.py @@ -18,7 +18,7 @@ INT_RANGE: Range = (-1000, 1000) STRING_LEN_RANGE: Range = (0, 10) STRING_CHAR_RANGE: Range = (32, 127) POOL_SIZE: int = 1000 -FUZZER_REPS: int = 1000 +FUZZER_REPS: int = 250 OUT_DIR = os.path.join(os.path.dirname(__file__), "fuzzer_tests") @@ -210,7 +210,7 @@ def get_test_class(orig_f_name: str, cases: Set[Params]) -> str: def generate_tests(files: List[str], seed_num: int, generation_fn: Callable[[str], Set[Params]], out_dir: str): - load_benchmark(save_instrumented=False, files=files) + load_benchmark(save_instrumented=False, files_count=files) seed(seed_num) # init random seed for file_name, f_names in tqdm(get_benchmark().items(), desc="Generating tests"): diff --git a/fuzzer_tests/test_anagram_check.py b/fuzzer_tests/test_anagram_check.py index b6731da..5f4a165 100644 --- a/fuzzer_tests/test_anagram_check.py +++ b/fuzzer_tests/test_anagram_check.py @@ -3,22 +3,17 @@ from benchmark.anagram_check import anagram_check class Test_anagram_check(TestCase): - # distances_true = {1: [8], 3: [0]} - # distances_false = {1: [0], 3: [7]} + # distances_true = {1: [0], 2: [0]} + # distances_false = {1: [1], 2: [1]} def test_anagram_check_1(self): - assert anagram_check(s1='gU(@sp?!<', s2='^$') == False + assert anagram_check(s1='2', s2='K') == False + + # distances_true = {1: [1], 3: [0]} + # distances_false = {1: [0], 3: [1]} + def test_anagram_check_2(self): + assert anagram_check(s1='NW', s2='^') == False # distances_true = {1: [2], 3: [1], 4: [3]} # distances_false = {1: [0], 3: [0], 4: [0]} - def test_anagram_check_2(self): - assert anagram_check(s1='N9)', s2='%;r') == False - - # distances_true = {1: [0], 2: [0]} - # distances_false = {1: [1], 2: [1]} def test_anagram_check_3(self): - assert anagram_check(s1='j', s2='7') == False - - # distances_true = {1: [0], 2: [2], 3: [0]} - # distances_false = {1: [1], 2: [0], 3: [2]} - def test_anagram_check_4(self): - assert anagram_check(s1='i', s2='E y') == False + assert anagram_check(s1='I@N', s2='}*9') == False diff --git a/fuzzer_tests/test_caesar_cipher.py b/fuzzer_tests/test_caesar_cipher.py index 538cea5..0cb1409 100644 --- a/fuzzer_tests/test_caesar_cipher.py +++ b/fuzzer_tests/test_caesar_cipher.py @@ -4,14 +4,14 @@ from benchmark.caesar_cipher import decrypt class Test_encrypt(TestCase): - # distances_true = {1: [0, 6, 0, 10, 0, 0, 0, 0]} - # distances_false = {1: [48, 0, 60, 0, 57, 30, 25, 47]} + # distances_true = {1: [24, 61, 0, 0, 48, 5]} + # distances_false = {1: [0, 0, 12, 18, 0, 0]} def test_encrypt_1(self): - assert encrypt(strng='_*k&hMH^', key=79) == 'Oy[uX=8N' + assert encrypt(strng='P+sy8c', key=23) == 'gB+1Oz' class Test_decrypt(TestCase): - # distances_true = {2: [0, 0, 32, 0]} - # distances_false = {2: [1, 12, 0, 24]} + # distances_true = {2: [9, 0, 43, 25, 0, 8, 42]} + # distances_false = {2: [0, 8, 0, 0, 5, 0, 0]} def test_decrypt_1(self): - assert decrypt(strng='\\Q|E', key=61) == '~s?g' + assert decrypt(strng='VFxfIUw', key=46) == "(wJ8z'I" diff --git a/fuzzer_tests/test_check_armstrong.py b/fuzzer_tests/test_check_armstrong.py index cb064e8..1df976f 100644 --- a/fuzzer_tests/test_check_armstrong.py +++ b/fuzzer_tests/test_check_armstrong.py @@ -3,22 +3,17 @@ from benchmark.check_armstrong import check_armstrong class Test_check_armstrong(TestCase): - # distances_true = {1: [583], 2: [582], 3: [433], 4: [0, 0, 0, 1], 5: [81]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [583, 58, 5, 0], 5: [0]} + # distances_true = {1: [1], 2: [0]} + # distances_false = {1: [0], 2: [1]} def test_check_armstrong_1(self): - assert check_armstrong(n=583) == False + assert check_armstrong(n=1) == True - # distances_true = {1: [0]} - # distances_false = {1: [1]} + # distances_true = {1: [135], 2: [134], 3: [0]} + # distances_false = {1: [0], 2: [0], 3: [16]} def test_check_armstrong_2(self): - assert check_armstrong(n=0) == True + assert check_armstrong(n=135) == False - # distances_true = {1: [153], 2: [152], 3: [3], 4: [0, 0, 0, 1], 5: [0]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [153, 15, 1, 0], 5: [1]} + # distances_true = {1: [307], 2: [306], 3: [157], 4: [0, 0, 0, 1], 5: [63]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [307, 30, 3, 0], 5: [0]} def test_check_armstrong_3(self): - assert check_armstrong(n=153) == True - - # distances_true = {1: [5], 2: [4], 3: [0]} - # distances_false = {1: [0], 2: [0], 3: [146]} - def test_check_armstrong_4(self): - assert check_armstrong(n=5) == False + assert check_armstrong(n=307) == False diff --git a/fuzzer_tests/test_common_divisor_count.py b/fuzzer_tests/test_common_divisor_count.py index 938fb70..d673f83 100644 --- a/fuzzer_tests/test_common_divisor_count.py +++ b/fuzzer_tests/test_common_divisor_count.py @@ -3,17 +3,32 @@ from benchmark.common_divisor_count import cd_count class Test_cd_count(TestCase): - # distances_true = {1: [180], 2: [450], 3: [0], 4: [451], 5: [0, 0, 1], 6: [0, 0, 0, 2, 0, 0, 6, 2, 0], 7: [89, 43, 27, 13, 9, 1]} - # distances_false = {1: [0], 2: [0], 3: [180], 4: [0], 5: [180, 90, 0], 6: [1, 1, 1, 0, 1, 1, 0, 0, 1], 7: [0, 0, 0, 0, 0, 0]} + # distances_true = {1: [301], 2: [0]} + # distances_false = {1: [0], 2: [1]} def test_cd_count_1(self): - assert cd_count(a=-180, b=450) == 12 + assert cd_count(a=301, b=0) == 2 - # distances_true = {1: [524], 2: [858], 3: [525], 4: [0], 5: [0, 0, 0, 0, 0, 0, 0, 0, 1], 6: [0], 7: [1]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [858], 5: [524, 334, 190, 144, 46, 6, 4, 2, 0], 6: [1], 7: [0]} + # distances_true = {1: [28], 2: [7], 3: [29], 4: [8], 5: [0, 0, 1], 6: [0, 1], 7: [6]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [28, 7, 0], 6: [1, 0], 7: [0]} def test_cd_count_2(self): - assert cd_count(a=524, b=-858) == 2 + assert cd_count(a=28, b=7) == 2 - # distances_true = {1: [171], 2: [880], 3: [0], 4: [881], 5: [0, 0, 0, 0, 0, 1], 6: [0], 7: [0]} - # distances_false = {1: [0], 2: [0], 3: [171], 4: [0], 5: [171, 25, 21, 4, 1, 0], 6: [1], 7: [1]} + # distances_true = {1: [153], 2: [2], 3: [154], 4: [3], 5: [0, 0, 0, 1], 6: [0], 7: [0]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [153, 2, 1, 0], 6: [1], 7: [1]} def test_cd_count_3(self): - assert cd_count(a=-171, b=880) == 1 + assert cd_count(a=153, b=2) == 1 + + # distances_true = {1: [502], 2: [178], 3: [503], 4: [179], 5: [0, 0, 0, 0, 0, 0, 0, 0, 1], 6: [0], 7: [1]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [502, 178, 146, 32, 18, 14, 4, 2, 0], 6: [1], 7: [0]} + def test_cd_count_4(self): + assert cd_count(a=502, b=178) == 2 + + # distances_true = {1: [0]} + # distances_false = {1: [1]} + def test_cd_count_5(self): + assert cd_count(a=0, b=904) == 2 + + # distances_true = {1: [443], 2: [6], 3: [0], 4: [0], 5: [0, 0, 0, 0, 1], 6: [0], 7: [0]} + # distances_false = {1: [0], 2: [0], 3: [443], 4: [6], 5: [443, 6, 5, 1, 0], 6: [1], 7: [1]} + def test_cd_count_6(self): + assert cd_count(a=-443, b=-6) == 1 diff --git a/fuzzer_tests/test_exponentiation.py b/fuzzer_tests/test_exponentiation.py index e5ce5ca..c5c5739 100644 --- a/fuzzer_tests/test_exponentiation.py +++ b/fuzzer_tests/test_exponentiation.py @@ -3,7 +3,7 @@ from benchmark.exponentiation import exponentiation class Test_exponentiation(TestCase): - # distances_true = {1: [0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 3: [0], 2: [1, 1, 0, 0, 0, 1, 0, 0, 0]} - # distances_false = {1: [630, 314, 156, 77, 38, 18, 8, 3, 1, 0], 3: [1], 2: [0, 0, 1, 1, 1, 0, 1, 1, 1]} + # distances_true = {1: [0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 3: [0], 2: [0, 1, 0, 1, 1, 1, 1, 1, 0]} + # distances_false = {1: [832, 415, 207, 103, 51, 25, 12, 5, 2, 0], 3: [1], 2: [1, 0, 1, 0, 0, 0, 0, 0, 1]} def test_exponentiation_1(self): - assert exponentiation(baseNumber=229, power=631) == 11381234101445775753511392015341744682588570986102224039390720285077899169674568038197326342940064901244177560842841924371421802587044521315773772186187547659830685455568537528049212994980159679816838690878596437635556336390603217974843590523706585633093363478766247718669151124253597924271460074695331123030002477672470888683820892451691712794240150714666068396254837851712428304279437706402840278841022427798845642299620119122197582242489041676042030717852031723255821528213497142055551145575663634990077305256845727132894737670148720272258452398194448015830799903170149287684706972565823541486622411136605841318617521051177682587295876588617192583199512651351936677507861660939730278101046178558162552821556410557719089125378645170386340572632243077354907575845913647147461310394166725741203050654294205855227960718731811784697401084780988753863828019215023964034022075473428520603004040086437560944507735374937837026821029527152268670187574842115160681136501433596553090081291095916580753660680615454664168228698567169031280782756475821551196582762941080904807113833394318850338264484961526692224500757025151325286773628959521989541968478235125022809094655704670640668124923174654970259046198975073787375738402994461267901157313580710146722768111601235186132446805107849024669181014876768249128669364324993951100257739165644330717095953945583658926347402457474225454535689578418160695265405822296417373349554757877558059686302770208714142534097327460841575601330771335995265872402591629 + assert exponentiation(baseNumber=-6, power=833) == -1584862427176646441032581448163502056522304714791688863077680763401594759422056202480618372145524894456151986289670118768654538337866053263611922000599918608949612484758034859452586327393651279190541552669586881048781584189639428134027926187502542805755360587303203758250141709609935145755270362171617090607605771330425353289800694836743426874185222171194524983577694492237864072603517346560417482797868100221342243559501229220749459182746246997902149679964895722044423357661248125544267360836746288616059898701793481334662209049986346281366837693465240393495058780389499730155312477987604559702499972667524745974854042821278371009362182850127855616 diff --git a/fuzzer_tests/test_gcd.py b/fuzzer_tests/test_gcd.py index 6904080..6c1f4a1 100644 --- a/fuzzer_tests/test_gcd.py +++ b/fuzzer_tests/test_gcd.py @@ -3,12 +3,27 @@ from benchmark.gcd import gcd class Test_gcd(TestCase): - # distances_true = {1: [182], 2: [931], 3: [749], 4: [0], 5: [0, 0, 0, 0, 0, 1]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [749], 5: [183, 17, 13, 4, 1, 0]} + # distances_true = {1: [0]} + # distances_false = {1: [1]} def test_gcd_1(self): - assert gcd(a=183, b=932) == 1 + assert gcd(a=1, b=751) == 1 - # distances_true = {1: [720], 2: [503], 3: [217], 4: [218], 5: [0, 0, 0, 0, 1]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [504, 217, 70, 7, 0]} + # distances_true = {1: [964], 2: [964], 3: [0]} + # distances_false = {1: [0], 2: [0], 3: [1]} def test_gcd_2(self): - assert gcd(a=721, b=504) == 7 + assert gcd(a=965, b=965) == 965 + + # distances_true = {1: [700], 2: [440], 3: [260], 4: [261], 5: [0, 0, 0, 0, 0, 0, 0, 0, 1]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [441, 260, 181, 79, 23, 10, 3, 1, 0]} + def test_gcd_3(self): + assert gcd(a=701, b=441) == 1 + + # distances_true = {1: [941], 2: [944], 3: [3], 4: [0], 5: [0, 0, 1]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [3], 5: [942, 3, 0]} + def test_gcd_4(self): + assert gcd(a=942, b=945) == 3 + + # distances_true = {1: [354], 2: [0]} + # distances_false = {1: [0], 2: [1]} + def test_gcd_5(self): + assert gcd(a=355, b=1) == 1 diff --git a/fuzzer_tests/test_longest_substring.py b/fuzzer_tests/test_longest_substring.py index fd0ed20..4ab2ea7 100644 --- a/fuzzer_tests/test_longest_substring.py +++ b/fuzzer_tests/test_longest_substring.py @@ -3,12 +3,7 @@ from benchmark.longest_substring import longest_sorted_substr class Test_longest_sorted_substr(TestCase): - # distances_true = {1: [5, 0, 56, 0, 81, 0, 0], 2: [0, 1, 1, 0]} - # distances_false = {1: [0, 38, 0, 86, 0, 5, 57], 2: [1, 0, 0, 1]} + # distances_true = {1: [0, 17, 12, 17, 0, 47, 10, 0], 2: [0, 1, 1]} + # distances_false = {1: [12, 0, 0, 0, 42, 0, 0, 3], 2: [1, 0, 0]} def test_longest_sorted_substr_1(self): - assert longest_sorted_substr(s='<7\\$y(,d') == '(,d' - - # distances_true = {1: [29, 2, 0, 50], 2: [0]} - # distances_false = {1: [0, 0, 35, 0], 2: [1]} - def test_longest_sorted_substr_2(self): - assert longest_sorted_substr(s='Q42T"') == '2T' + assert longest_sorted_substr(s='\\gVJ9b3)+') == '\\g' diff --git a/fuzzer_tests/test_rabin_karp.py b/fuzzer_tests/test_rabin_karp.py index 5db2324..e4c96b3 100644 --- a/fuzzer_tests/test_rabin_karp.py +++ b/fuzzer_tests/test_rabin_karp.py @@ -3,22 +3,12 @@ from benchmark.rabin_karp import rabin_karp_search class Test_rabin_karp_search(TestCase): - # distances_true = {1: [0, 70, 54, 65, 28, 51, 66], 3: [1], 4: [0, 0, 0, 0, 0, 0, 1], 5: [71, 55, 66, 29, 52, 67]} - # distances_false = {1: [1, 0, 0, 0, 0, 0, 0], 3: [0], 4: [6, 5, 4, 3, 2, 1, 0], 5: [0, 0, 0, 0, 0, 0]} + # distances_true = {1: [69, 86], 4: [0, 1], 5: [15]} + # distances_false = {1: [0, 0], 4: [1, 0], 5: [0]} def test_rabin_karp_search_1(self): - assert rabin_karp_search(pat='', txt=']vzK Tuple[fl try: out = instrument.invoke(f_name, x) except AssertionError: - print(f_name, x, "=", "[FAILS] fitness = inf") + # print(f_name, x, "=", "[FAILS] fitness = inf") return math.inf, fitness = 0.0 @@ -128,7 +127,7 @@ def compute_fitness(f_name: str, archive: Archive, individual: list) -> Tuple[fl if no_branches_hit: fitness = 1000000 - print(f_name, x, "=", out, "fitness =", fitness) + # print(f_name, x, "=", out, "fitness =", fitness) return fitness, diff --git a/instrument.py b/instrument.py index 7578586..9959efc 100644 --- a/instrument.py +++ b/instrument.py @@ -6,6 +6,7 @@ from typing import Optional, Dict, DefaultDict, Tuple, List import astunparse import frozendict +import pandas as pd import tqdm import operators @@ -23,6 +24,7 @@ class BranchTransformer(ast.NodeTransformer): instrumented_name: Optional[str] in_assert: bool in_return: bool + function_nodes: int def __init__(self): self.branch_num = 0 @@ -30,6 +32,7 @@ class BranchTransformer(ast.NodeTransformer): self.in_assert = False self.in_return = False self.branches_range = {} + self.function_nodes = 0 @staticmethod def to_instrumented_name(name: str): @@ -53,6 +56,7 @@ class BranchTransformer(ast.NodeTransformer): return ast_node def visit_FunctionDef(self, ast_node): + self.function_nodes += 1 self.instrumented_name = ast_node.name b_start = self.branch_num ast_node.name = BranchTransformer.to_instrumented_name(ast_node.name) @@ -83,7 +87,7 @@ class BranchTransformer(ast.NodeTransformer): ArgType = str Arg = Tuple[str, ArgType] -Params = frozendict.frozendict[str, any] +Params = 'frozendict.frozendict[str, any]' SignatureDict = Dict[str, List[Arg]] n_of_branches: Dict[str, Tuple[int, int]] = {} @@ -91,7 +95,7 @@ functions: SignatureDict = {} module_of: Dict[str, List[str]] = {} -def instrument(source_path: str, target_path: str, save_instrumented=True): +def instrument(source_path: str, target_path: str, save_instrumented=True) -> Tuple[int, int]: global functions, n_of_branches with open(source_path, "r") as f: @@ -102,6 +106,9 @@ def instrument(source_path: str, target_path: str, save_instrumented=True): b = BranchTransformer() b.visit(node) + functions_found = b.function_nodes + conditions_found = b.branch_num - 1 + for f_name, limits in b.branches_range.items(): n_of_branches[f_name] = limits @@ -132,6 +139,8 @@ def instrument(source_path: str, target_path: str, save_instrumented=True): functions[f.name] = arg_types module_of[f.name] = os.path.splitext(os.path.normpath(os.path.relpath(source_path, ROOT_DIR)))[0].split("/") + return functions_found, conditions_found + def invoke(f_name: str, f_args: Params) -> any: global functions @@ -159,14 +168,24 @@ def find_py_files(search_dir: str): yield os.path.join(cwd, file) -def load_benchmark(save_instrumented=True, files: List[str] = ()): - to_load = set([os.path.splitext(os.path.basename(file))[0] + ".py" for file in files]) +def load_benchmark(save_instrumented=True, files_count: List[str] = ()) -> Tuple[int, int, int]: + to_load = set([os.path.splitext(os.path.basename(file))[0] + ".py" for file in files_count]) do_all = len(to_load) == 0 + files_count = 0 + functions_count = 0 + conditions_count = 0 + for file in tqdm.tqdm(find_py_files(IN_DIR), desc="Instrumenting"): filename = os.path.basename(file) if do_all or filename in to_load: - instrument(file, os.path.join(OUT_DIR, filename), save_instrumented=save_instrumented) + fs, cs = instrument(file, os.path.join(OUT_DIR, filename), save_instrumented=save_instrumented) + + files_count += 1 + functions_count += fs + conditions_count += cs + + return files_count, functions_count, conditions_count def call_statement(f_name: str, f_args: Params) -> str: @@ -191,5 +210,15 @@ def get_benchmark() -> Dict[str, List[str]]: return dict(names) +def main(): + files_count, functions_count, conditions_count = load_benchmark(save_instrumented=True) + df = pd.DataFrame.from_records([ + {'Type': 'Python Files', 'Number': files_count}, + {'Type': 'Function Nodes', 'Number': functions_count}, + {'Type': 'Comparison Nodes', 'Number': conditions_count}, + ]) + print(df.to_latex(index=False)) + + if __name__ == '__main__': - load_benchmark(save_instrumented=True) + main() diff --git a/muttest.py b/muttest.py index 083ab78..b925730 100644 --- a/muttest.py +++ b/muttest.py @@ -5,7 +5,7 @@ import subprocess import sys from math import sqrt from statistics import mean, variance -from typing import List, Dict +from typing import List, Dict, Callable, Set import matplotlib.pyplot as plt import pandas as pd @@ -13,6 +13,10 @@ import seaborn as sns from scipy.stats import wilcoxon from tqdm import tqdm +import genetic +from fuzzer import generate_tests, fuzzer_generate +from instrument import Params + ROOT_DIR = os.path.dirname(__file__) IN_SOURCE_DIR = os.path.join(ROOT_DIR, "benchmark") IN_TEST_DIR = os.path.join(ROOT_DIR, "tests") @@ -33,6 +37,7 @@ def cohen_d(d1: List[float], d2: List[float]) -> float: def effect_size(eff: float) -> str: + eff = abs(eff) if eff <= 0.01: return 'Very small' elif eff <= 0.2: @@ -52,17 +57,21 @@ def compute_stats(df_gen: pd.DataFrame, df_fuz: pd.DataFrame, output_file: str, combined_df.columns = ['source', *combined_df.columns[1:]] del combined_df[combined_df.columns[1]] - plt.figure(figsize=(18, 8)) + plt.figure(figsize=(10, 6)) sns.set(style="whitegrid") sns.boxplot(data=combined_df, x="file", y="score", hue="source") plt.yticks(range(0, 101, 10)) + plt.xticks(rotation=45) + plt.tight_layout() plt.savefig(output_file) - plt.figure(figsize=(18, 8)) + plt.figure(figsize=(10, 6)) df_avg = combined_df.groupby(['file', 'source']).mean().reset_index() sns.set(style="whitegrid") sns.barplot(data=df_avg, x="file", y="score", hue="source") plt.yticks(range(0, 101, 10)) + plt.xticks(rotation=45) + plt.tight_layout() plt.savefig(avg_output_file) df_avg = df_avg.pivot(index='file', columns='source', values='score').rename_axis(None, axis=1) @@ -86,26 +95,28 @@ def run_mutpy(test_path: str, source_path: str) -> float: [sys.executable, MUT_PY_PATH, '-t', source_path, - '-u', test_path, - '--hom-strategy', 'RANDOM', - '--percentage', '75']).decode('utf-8') + '-u', test_path]).decode('utf-8') score = re.search('Mutation score \\[.*]: (\\d+\\.\\d+)%', output).group(1) return float(score) -def mutate_suite(out_file: str, in_test_dir: str, to_test: List[str]): +def mutate_suite(out_file: str, in_test_dir: str, to_test: List[str], seeds: List[int], + generation_fn: Callable[[str], Set[Params]]): scores: List[Dict[str, any]] = [] if os.path.isfile(out_file): # do not re-generate if file exists return pd.read_csv(out_file, index_col=0) - for filename in tqdm(to_test, desc=f"mut.py [{os.path.basename(out_file)}]"): - source_path = os.path.join(IN_SOURCE_DIR, f"{filename}.py") - test_path = os.path.join(in_test_dir, f"test_{filename}.py") - scores.append({ - 'file': filename, - 'score': run_mutpy(test_path, source_path) - }) + for seed in tqdm(seeds, desc=f"generating with seeds"): + generate_tests([], seed, generation_fn, in_test_dir) + + for filename in tqdm(to_test, desc=f"mut.py [{os.path.basename(out_file)}]"): + source_path = os.path.join(IN_SOURCE_DIR, f"{filename}.py") + test_path = os.path.join(in_test_dir, f"test_{filename}.py") + scores.append({ + 'file': filename, + 'score': run_mutpy(test_path, source_path) + }) df = pd.DataFrame.from_records(scores) df.to_csv(out_file) @@ -115,10 +126,15 @@ def mutate_suite(out_file: str, in_test_dir: str, to_test: List[str]): def main(): files = [os.path.splitext(f) for f in os.listdir(IN_SOURCE_DIR)] to_test = [file[0] for file in files if file[1] == ".py"] - to_test = [e for t in to_test for e in ([t] * REPS)] - df_gen = mutate_suite(os.path.join(OUT_DIR, 'mutation_results_genetic.csv'), IN_TEST_DIR, to_test) - df_fuz = mutate_suite(os.path.join(OUT_DIR, 'mutation_results_fuzzer.csv'), IN_FUZZER_TEST_DIR, to_test) + seeds = [182, 81, 95, 16, 124, 166, 178, 22, 20, 54] + + genetic.init_deap() + + df_gen = mutate_suite(os.path.join(OUT_DIR, 'mutation_results_genetic.csv'), IN_TEST_DIR, to_test, seeds, + genetic.generate) + df_fuz = mutate_suite(os.path.join(OUT_DIR, 'mutation_results_fuzzer.csv'), IN_FUZZER_TEST_DIR, to_test, seeds, + fuzzer_generate) compute_stats(df_gen, df_fuz, os.path.join(OUT_DIR, "mutation_scores.png"), diff --git a/out/mutation_results_fuzzer.csv b/out/mutation_results_fuzzer.csv index 2555b3f..f8bf7fb 100644 --- a/out/mutation_results_fuzzer.csv +++ b/out/mutation_results_fuzzer.csv @@ -1,101 +1,101 @@ ,file,score -0,anagram_check,16.7 -1,anagram_check,9.1 -2,anagram_check,25.0 -3,anagram_check,20.0 -4,anagram_check,33.3 -5,anagram_check,12.5 -6,anagram_check,30.0 -7,anagram_check,25.0 -8,anagram_check,30.0 -9,anagram_check,30.0 -10,caesar_cipher,61.5 -11,caesar_cipher,60.9 -12,caesar_cipher,60.0 -13,caesar_cipher,58.1 -14,caesar_cipher,67.9 -15,caesar_cipher,56.0 -16,caesar_cipher,58.3 -17,caesar_cipher,61.5 -18,caesar_cipher,70.0 -19,caesar_cipher,47.6 -20,check_armstrong,88.0 -21,check_armstrong,88.9 -22,check_armstrong,90.9 -23,check_armstrong,94.1 -24,check_armstrong,87.0 -25,check_armstrong,88.9 -26,check_armstrong,88.9 -27,check_armstrong,91.7 -28,check_armstrong,88.5 -29,check_armstrong,88.5 -30,common_divisor_count,71.4 -31,common_divisor_count,71.0 -32,common_divisor_count,71.4 -33,common_divisor_count,75.0 -34,common_divisor_count,65.5 -35,common_divisor_count,71.4 -36,common_divisor_count,75.0 -37,common_divisor_count,63.9 -38,common_divisor_count,78.1 -39,common_divisor_count,69.4 -40,exponentiation,66.7 -41,exponentiation,67.9 -42,exponentiation,74.1 -43,exponentiation,72.0 -44,exponentiation,65.4 -45,exponentiation,61.5 -46,exponentiation,67.7 -47,exponentiation,70.8 -48,exponentiation,71.4 -49,exponentiation,72.4 -50,gcd,53.3 -51,gcd,60.0 -52,gcd,37.5 -53,gcd,52.9 -54,gcd,47.4 -55,gcd,45.0 -56,gcd,62.5 -57,gcd,55.6 -58,gcd,43.8 -59,gcd,50.0 -60,longest_substring,85.7 -61,longest_substring,88.2 -62,longest_substring,82.4 -63,longest_substring,85.7 -64,longest_substring,75.0 -65,longest_substring,86.7 -66,longest_substring,76.5 -67,longest_substring,75.0 -68,longest_substring,94.4 -69,longest_substring,90.0 -70,rabin_karp,61.4 -71,rabin_karp,70.0 -72,rabin_karp,65.0 -73,rabin_karp,60.5 -74,rabin_karp,68.4 -75,rabin_karp,71.8 -76,rabin_karp,67.6 -77,rabin_karp,63.9 -78,rabin_karp,72.5 -79,rabin_karp,60.4 -80,railfence_cipher,88.6 -81,railfence_cipher,86.8 -82,railfence_cipher,93.8 -83,railfence_cipher,90.6 -84,railfence_cipher,88.6 -85,railfence_cipher,90.0 -86,railfence_cipher,91.0 -87,railfence_cipher,90.4 -88,railfence_cipher,91.0 -89,railfence_cipher,92.0 -90,zellers_birthday,68.1 -91,zellers_birthday,73.0 -92,zellers_birthday,70.7 -93,zellers_birthday,68.5 -94,zellers_birthday,71.0 -95,zellers_birthday,65.6 -96,zellers_birthday,67.4 -97,zellers_birthday,67.8 -98,zellers_birthday,68.8 -99,zellers_birthday,70.1 +0,anagram_check,23.1 +1,caesar_cipher,61.8 +2,check_armstrong,83.9 +3,common_divisor_count,74.5 +4,exponentiation,71.4 +5,gcd,60.9 +6,longest_substring,69.6 +7,rabin_karp,28.1 +8,railfence_cipher,88.3 +9,zellers_birthday,68.3 +10,anagram_check,23.1 +11,caesar_cipher,61.8 +12,check_armstrong,77.4 +13,common_divisor_count,78.7 +14,exponentiation,68.6 +15,gcd,65.2 +16,longest_substring,73.9 +17,rabin_karp,26.3 +18,railfence_cipher,89.4 +19,zellers_birthday,72.5 +20,anagram_check,23.1 +21,caesar_cipher,61.8 +22,check_armstrong,25.8 +23,common_divisor_count,76.6 +24,exponentiation,68.6 +25,gcd,56.5 +26,longest_substring,78.3 +27,rabin_karp,26.3 +28,railfence_cipher,88.3 +29,zellers_birthday,72.5 +30,anagram_check,23.1 +31,caesar_cipher,58.8 +32,check_armstrong,38.7 +33,common_divisor_count,76.6 +34,exponentiation,68.6 +35,gcd,60.9 +36,longest_substring,78.3 +37,rabin_karp,50.9 +38,railfence_cipher,87.2 +39,zellers_birthday,70.0 +40,anagram_check,23.1 +41,caesar_cipher,58.8 +42,check_armstrong,45.2 +43,common_divisor_count,74.5 +44,exponentiation,71.4 +45,gcd,60.9 +46,longest_substring,82.6 +47,rabin_karp,24.6 +48,railfence_cipher,89.4 +49,zellers_birthday,62.5 +50,anagram_check,23.1 +51,caesar_cipher,58.8 +52,check_armstrong,83.9 +53,common_divisor_count,78.7 +54,exponentiation,68.6 +55,gcd,43.5 +56,longest_substring,78.3 +57,rabin_karp,15.8 +58,railfence_cipher,87.2 +59,zellers_birthday,67.5 +60,anagram_check,23.1 +61,caesar_cipher,58.8 +62,check_armstrong,25.8 +63,common_divisor_count,74.5 +64,exponentiation,68.6 +65,gcd,60.9 +66,longest_substring,82.6 +67,rabin_karp,26.3 +68,railfence_cipher,89.4 +69,zellers_birthday,69.2 +70,anagram_check,23.1 +71,caesar_cipher,61.8 +72,check_armstrong,77.4 +73,common_divisor_count,78.7 +74,exponentiation,71.4 +75,gcd,60.9 +76,longest_substring,78.3 +77,rabin_karp,29.8 +78,railfence_cipher,89.4 +79,zellers_birthday,66.7 +80,anagram_check,23.1 +81,caesar_cipher,64.7 +82,check_armstrong,77.4 +83,common_divisor_count,72.3 +84,exponentiation,68.6 +85,gcd,60.9 +86,longest_substring,69.6 +87,rabin_karp,24.6 +88,railfence_cipher,87.2 +89,zellers_birthday,64.2 +90,anagram_check,23.1 +91,caesar_cipher,58.8 +92,check_armstrong,45.2 +93,common_divisor_count,76.6 +94,exponentiation,68.6 +95,gcd,60.9 +96,longest_substring,82.6 +97,rabin_karp,26.3 +98,railfence_cipher,88.3 +99,zellers_birthday,67.5 diff --git a/out/mutation_results_genetic.csv b/out/mutation_results_genetic.csv index c769705..11570be 100644 --- a/out/mutation_results_genetic.csv +++ b/out/mutation_results_genetic.csv @@ -1,101 +1,101 @@ ,file,score -0,anagram_check,16.7 -1,anagram_check,0.0 -2,anagram_check,22.2 -3,anagram_check,18.2 -4,anagram_check,14.3 -5,anagram_check,18.2 -6,anagram_check,30.0 -7,anagram_check,20.0 -8,anagram_check,18.2 -9,anagram_check,27.3 -10,caesar_cipher,61.5 -11,caesar_cipher,60.0 -12,caesar_cipher,66.7 -13,caesar_cipher,61.5 -14,caesar_cipher,60.9 -15,caesar_cipher,66.7 -16,caesar_cipher,61.5 -17,caesar_cipher,63.0 -18,caesar_cipher,59.1 -19,caesar_cipher,63.0 -20,check_armstrong,85.0 -21,check_armstrong,91.7 -22,check_armstrong,92.3 -23,check_armstrong,91.7 -24,check_armstrong,85.7 -25,check_armstrong,87.5 -26,check_armstrong,92.9 -27,check_armstrong,90.0 -28,check_armstrong,87.5 -29,check_armstrong,87.5 -30,common_divisor_count,65.6 -31,common_divisor_count,74.3 -32,common_divisor_count,73.7 -33,common_divisor_count,67.6 -34,common_divisor_count,77.1 -35,common_divisor_count,75.0 -36,common_divisor_count,76.5 -37,common_divisor_count,72.2 -38,common_divisor_count,70.3 -39,common_divisor_count,70.3 -40,exponentiation,68.0 -41,exponentiation,68.8 -42,exponentiation,70.0 -43,exponentiation,78.3 -44,exponentiation,78.6 -45,exponentiation,65.4 -46,exponentiation,60.0 -47,exponentiation,65.0 -48,exponentiation,69.2 -49,exponentiation,61.5 -50,gcd,47.4 -51,gcd,47.4 -52,gcd,50.0 -53,gcd,43.8 -54,gcd,44.4 -55,gcd,45.0 -56,gcd,43.8 -57,gcd,36.8 -58,gcd,44.4 -59,gcd,43.8 -60,longest_substring,88.2 -61,longest_substring,77.8 -62,longest_substring,93.8 -63,longest_substring,84.2 -64,longest_substring,87.5 -65,longest_substring,77.8 -66,longest_substring,84.2 -67,longest_substring,76.5 -68,longest_substring,81.2 -69,longest_substring,78.9 -70,rabin_karp,63.9 -71,rabin_karp,60.9 -72,rabin_karp,65.0 -73,rabin_karp,68.9 -74,rabin_karp,64.4 -75,rabin_karp,66.7 -76,rabin_karp,63.0 -77,rabin_karp,64.4 -78,rabin_karp,63.6 -79,rabin_karp,64.3 -80,railfence_cipher,90.0 -81,railfence_cipher,87.3 -82,railfence_cipher,89.6 -83,railfence_cipher,90.0 -84,railfence_cipher,88.4 -85,railfence_cipher,86.5 -86,railfence_cipher,92.5 -87,railfence_cipher,89.9 -88,railfence_cipher,90.8 -89,railfence_cipher,91.2 -90,zellers_birthday,63.6 -91,zellers_birthday,69.1 -92,zellers_birthday,68.6 -93,zellers_birthday,66.3 -94,zellers_birthday,71.4 -95,zellers_birthday,69.9 -96,zellers_birthday,67.4 -97,zellers_birthday,68.4 -98,zellers_birthday,65.2 -99,zellers_birthday,68.7 +0,anagram_check,7.7 +1,caesar_cipher,61.8 +2,check_armstrong,93.5 +3,common_divisor_count,66.0 +4,exponentiation,71.4 +5,gcd,47.8 +6,longest_substring,78.3 +7,rabin_karp,45.6 +8,railfence_cipher,87.2 +9,zellers_birthday,70.0 +10,anagram_check,7.7 +11,caesar_cipher,61.8 +12,check_armstrong,93.5 +13,common_divisor_count,68.1 +14,exponentiation,71.4 +15,gcd,60.9 +16,longest_substring,78.3 +17,rabin_karp,50.9 +18,railfence_cipher,88.3 +19,zellers_birthday,71.7 +20,anagram_check,7.7 +21,caesar_cipher,61.8 +22,check_armstrong,93.5 +23,common_divisor_count,61.7 +24,exponentiation,68.6 +25,gcd,47.8 +26,longest_substring,69.6 +27,rabin_karp,50.9 +28,railfence_cipher,87.2 +29,zellers_birthday,75.0 +30,anagram_check,7.7 +31,caesar_cipher,61.8 +32,check_armstrong,93.5 +33,common_divisor_count,72.3 +34,exponentiation,68.6 +35,gcd,60.9 +36,longest_substring,82.6 +37,rabin_karp,50.9 +38,railfence_cipher,88.3 +39,zellers_birthday,73.3 +40,anagram_check,7.7 +41,caesar_cipher,61.8 +42,check_armstrong,93.5 +43,common_divisor_count,70.2 +44,exponentiation,71.4 +45,gcd,47.8 +46,longest_substring,78.3 +47,rabin_karp,50.9 +48,railfence_cipher,87.2 +49,zellers_birthday,71.7 +50,anagram_check,7.7 +51,caesar_cipher,58.8 +52,check_armstrong,93.5 +53,common_divisor_count,76.6 +54,exponentiation,68.6 +55,gcd,43.5 +56,longest_substring,69.6 +57,rabin_karp,50.9 +58,railfence_cipher,87.2 +59,zellers_birthday,70.8 +60,anagram_check,7.7 +61,caesar_cipher,58.8 +62,check_armstrong,93.5 +63,common_divisor_count,78.7 +64,exponentiation,68.6 +65,gcd,60.9 +66,longest_substring,69.6 +67,rabin_karp,50.9 +68,railfence_cipher,88.3 +69,zellers_birthday,70.8 +70,anagram_check,7.7 +71,caesar_cipher,61.8 +72,check_armstrong,93.5 +73,common_divisor_count,78.7 +74,exponentiation,71.4 +75,gcd,60.9 +76,longest_substring,73.9 +77,rabin_karp,49.1 +78,railfence_cipher,85.1 +79,zellers_birthday,71.7 +80,anagram_check,7.7 +81,caesar_cipher,61.8 +82,check_armstrong,93.5 +83,common_divisor_count,78.7 +84,exponentiation,71.4 +85,gcd,60.9 +86,longest_substring,87.0 +87,rabin_karp,49.1 +88,railfence_cipher,86.2 +89,zellers_birthday,70.8 +90,anagram_check,7.7 +91,caesar_cipher,61.8 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+\usepackage{xcolor} +\usepackage{booktabs} +\usepackage[utf8]{inputenc} +\usepackage[T1]{fontenc} +\usepackage{microtype} +\usepackage{rotating} +\usepackage{graphicx} +\usepackage{paralist} +\usepackage{tabularx} +\usepackage{multicol} +\usepackage{multirow} +\usepackage{pbox} +\usepackage{enumitem} +\usepackage{colortbl} +\usepackage{pifont} +\usepackage{xspace} +\usepackage{url} +\usepackage{tikz} +\usepackage{fontawesome} +\usepackage{lscape} +\usepackage{listings} +\usepackage{color} +\usepackage{anyfontsize} +\usepackage{comment} +\usepackage{soul} +\usepackage{multibib} +\usepackage{float} +\usepackage{caption} +\usepackage{subcaption} +\usepackage{amssymb} +\usepackage{amsmath} +\usepackage{hyperref} +\usepackage[margin=2.5cm]{geometry} + +\title{Knowledge Search \& Extraction \\ Project 02: Python Test Generator} +\author{Claudio Maggioni} +\date{} + +\begin{document} + + \maketitle + + \subsection*{Section 1 - Instrumentation} + + Report and comment the instrumentation of the code (e.g. number of files, number of functions, number of branches). + + \begin{table} [H] + \centering + \begin{tabular}{lr} + \toprule + \textbf{Type} & \textbf{Number} \\ + \midrule + Python Files & 10 \\ + Function Nodes & 12 \\ + Comparison Nodes & 44 \\ + \bottomrule + \end{tabular} + \caption{Count of files and nodes found.} + \label{tab:count1} + \end{table} + + \subsection*{Section 2: Fuzzer test generator} + + Describe and comment the steps to generate test cases using Fuzzer (include any hyper parameter used during the process) + + + \subsection*{Section 3: Genetic Algorithm test generator} + + Describe and comment the steps to generated test cases using Genetic Algorithm (include any hyper parameter used during the process) + + \subsection*{Section 4: Statistical comparison of test generators} + + Report and comment the results of the experimental procedure: + + \paragraph{For each benchmark program P:} + \begin{itemize} + \item Repeat the following experiment N times (e.g., with N = 10): + \begin{itemize} + \item Generate random test cases for P using the GA generator + \item Measure the mutation score for P + \item Generate search based test cases for P using the Fuzzer + \item Measure the mutation score for P + \end{itemize} + \item Visualize the N mutations score values of Fuzzer and GA using boxplots + \item Report the average mutation score of Fuzzer and GA + \item Compute the effect size using the Cohen’s d effect size measure + \item Compare the N mutation score values of Fuzzer vs GA using the Wilcoxon statistical test + \end{itemize} + + \begin{figure}[H] + \begin{center} + \includegraphics[width=\linewidth]{../out/mutation_scores} + \caption{Distributions of \textit{mut.py} mutation scores over the generated benchmark tests suites + using the fuzzer and the genetic algorithm.}\label{fig:mutation-scores} + \end{center} + \end{figure} + + \begin{figure}[H] + \begin{center} + \includegraphics[width=\linewidth]{../out/mutation_scores_mean} + \caption{\textit{mut.py} Mutation score average over the generated benchmark tests suites + using the fuzzer and the genetic algorithm.}\label{fig:mutation-scores-mean} + \end{center} + \end{figure} + + \begin{table}[H] + \centering + \begin{tabular}{lrrp{3.5cm}r} + \toprule + \textbf{File} & \textbf{$E(\text{Fuzzer})$} & \textbf{$E(\text{Genetic})$} & \hfill \textbf{Cohen's $d$} & \textbf{Wilcoxon $p$} \\ \midrule + anagram\_check & 23.16 & 18.51 & -0.5690 \hfill (Large) & 0.0526 \\ + caesar\_cipher & 60.18 & 62.39 & 0.4672 \hfill (Medium) & 0.3590 \\ + check\_armstrong & 89.54 & 89.18 & -0.1427 \hfill (Small) & 0.6250 \\ + common\_divisor\_count & 71.21 & 72.26 & 0.2596 \hfill (Medium) & 0.5566 \\ + exponentiation & 68.99 & 68.48 & -0.0990 \hfill (Small) & 0.7695 \\ + gcd & 50.80 & 44.68 & -1.0306 \hfill (Very large) & 0.0665 \\ + longest\_substring & 83.96 & 83.01 & -0.1547 \hfill (Small) & 0.8457 \\ + rabin\_karp & 66.15 & 64.51 & -0.4597 \hfill (Medium) & 0.3081 \\ + railfence\_cipher & 90.28 & 89.62 & -0.3514 \hfill (Medium) & 0.3750 \\ + zellers\_birthday & 69.10 & 67.86 & -0.5598 \hfill (Large) & 0.1851 \\ \bottomrule + \end{tabular} + \caption{Statistical comparison between fuzzer and genetic algorithm test case generation in terms of mutation + score as reported by \textit{mut.py} over 10 runs. The table reports run means, the wilcoxon paired test p-value + and the Cohen's $d$ effect size for each file in the benchmark.}\label{tab:stats} + \end{table} +\end{document} diff --git a/tests/test_anagram_check.py b/tests/test_anagram_check.py index 820cfe5..56e76f0 100644 --- a/tests/test_anagram_check.py +++ b/tests/test_anagram_check.py @@ -6,9 +6,9 @@ class Test_anagram_check(TestCase): # distances_true = {1: [1], 3: [0]} # distances_false = {1: [0], 3: [1]} def test_anagram_check_1(self): - assert anagram_check(s1='/O', s2='#') == False + assert anagram_check(s1='Oi', s2='p') == False # distances_true = {1: [0], 2: [0]} # distances_false = {1: [1], 2: [1]} def test_anagram_check_2(self): - assert anagram_check(s1='G', s2='2') == False + assert anagram_check(s1='_', s2='T') == False diff --git a/tests/test_caesar_cipher.py b/tests/test_caesar_cipher.py index b7bb31c..09c1879 100644 --- a/tests/test_caesar_cipher.py +++ b/tests/test_caesar_cipher.py @@ -4,14 +4,14 @@ from benchmark.caesar_cipher import decrypt class Test_encrypt(TestCase): - # distances_true = {1: [0, 19, 0, 0, 0, 0]} - # distances_false = {1: [66, 0, 3, 31, 33, 53]} + # distances_true = {1: [3, 47, 0, 0, 46, 0, 22]} + # distances_false = {1: [0, 0, 31, 19, 0, 8, 0]} def test_encrypt_1(self): - assert encrypt(strng='w#8TVj', key=73) == 'al">@T' + assert encrypt(strng='V*wk+`C', key=38) == "|P>2Q'i" class Test_decrypt(TestCase): - # distances_true = {2: [0, 0, 0, 223, 18, 37, 0, 29]} - # distances_false = {2: [18, 16, 11, 0, 0, 0, 14, 0]} + # distances_true = {2: [0, 215, 203, 206, 217, 13]} + # distances_false = {2: [21, 0, 0, 0, 0, 0]} def test_decrypt_1(self): - assert decrypt(strng='027 Sf4^', key=34) == 'motþ1Dq<' + assert decrypt(strng='C."%0d', key=56) == 'jöêíø,' diff --git a/tests/test_check_armstrong.py b/tests/test_check_armstrong.py index f94f61c..27fb969 100644 --- a/tests/test_check_armstrong.py +++ b/tests/test_check_armstrong.py @@ -3,27 +3,27 @@ from benchmark.check_armstrong import check_armstrong class Test_check_armstrong(TestCase): - # distances_true = {1: [156], 2: [155], 3: [6], 4: [0, 0, 0, 1], 5: [186]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [156, 15, 1, 0], 5: [0]} - def test_check_armstrong_1(self): - assert check_armstrong(n=156) == False - - # distances_true = {1: [2], 2: [1], 3: [0]} - # distances_false = {1: [0], 2: [0], 3: [149]} - def test_check_armstrong_2(self): - assert check_armstrong(n=2) == False - # distances_true = {1: [1], 2: [0]} # distances_false = {1: [0], 2: [1]} - def test_check_armstrong_3(self): + def test_check_armstrong_1(self): assert check_armstrong(n=1) == True + # distances_true = {1: [0]} + # distances_false = {1: [1]} + def test_check_armstrong_2(self): + assert check_armstrong(n=0) == True + + # distances_true = {1: [161], 2: [160], 3: [11], 4: [0, 0, 0, 1], 5: [57]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [161, 16, 1, 0], 5: [0]} + def test_check_armstrong_3(self): + assert check_armstrong(n=161) == False + # distances_true = {1: [153], 2: [152], 3: [3], 4: [0, 0, 0, 1], 5: [0]} # distances_false = {1: [0], 2: [0], 3: [0], 4: [153, 15, 1, 0], 5: [1]} def test_check_armstrong_4(self): assert check_armstrong(n=153) == True - # distances_true = {1: [0]} - # distances_false = {1: [1]} + # distances_true = {1: [3], 2: [2], 3: [0]} + # distances_false = {1: [0], 2: [0], 3: [148]} def test_check_armstrong_5(self): - assert check_armstrong(n=0) == True + assert check_armstrong(n=3) == False diff --git a/tests/test_common_divisor_count.py b/tests/test_common_divisor_count.py index 31a8956..9ed7813 100644 --- a/tests/test_common_divisor_count.py +++ b/tests/test_common_divisor_count.py @@ -3,37 +3,32 @@ from benchmark.common_divisor_count import cd_count class Test_cd_count(TestCase): + # distances_true = {1: [5], 2: [621], 3: [0], 4: [622], 5: [0, 0, 1], 6: [0], 7: [0]} + # distances_false = {1: [0], 2: [0], 3: [5], 4: [0], 5: [5, 1, 0], 6: [1], 7: [1]} + def test_cd_count_1(self): + assert cd_count(a=-5, b=621) == 1 + # distances_true = {1: [0]} # distances_false = {1: [1]} - def test_cd_count_1(self): - assert cd_count(a=0, b=15) == 2 - - # distances_true = {1: [393], 2: [0]} - # distances_false = {1: [0], 2: [1]} def test_cd_count_2(self): - assert cd_count(a=393, b=0) == 2 + assert cd_count(a=0, b=621) == 2 - # distances_true = {1: [10], 2: [25], 3: [0], 4: [0], 5: [0, 0, 1], 6: [0, 1], 7: [4]} - # distances_false = {1: [0], 2: [0], 3: [10], 4: [25], 5: [10, 5, 0], 6: [1, 0], 7: [0]} + # distances_true = {1: [2], 2: [616], 3: [3], 4: [617], 5: [0, 1], 6: [0], 7: [1]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [2, 0], 6: [1], 7: [0]} def test_cd_count_3(self): - assert cd_count(a=-10, b=-25) == 2 + assert cd_count(a=2, b=616) == 2 - # distances_true = {1: [402], 2: [6], 3: [403], 4: [0], 5: [0, 0, 1], 6: [0, 0], 7: [5, 1]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [6], 5: [402, 6, 0], 6: [1, 1], 7: [0, 0]} + # distances_true = {1: [7], 2: [630], 3: [0], 4: [631], 5: [0, 1], 6: [0, 1], 7: [6]} + # distances_false = {1: [0], 2: [0], 3: [7], 4: [0], 5: [7, 0], 6: [1, 0], 7: [0]} def test_cd_count_4(self): - assert cd_count(a=402, b=-6) == 4 + assert cd_count(a=-7, b=630) == 2 - # distances_true = {1: [392], 2: [7], 3: [393], 4: [8], 5: [0, 0, 1], 6: [0, 1], 7: [6]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [392, 7, 0], 6: [1, 0], 7: [0]} + # distances_true = {1: [624], 2: [0]} + # distances_false = {1: [0], 2: [1]} def test_cd_count_5(self): - assert cd_count(a=392, b=7) == 2 + assert cd_count(a=-624, b=0) == 2 - # distances_true = {1: [394], 2: [8], 3: [395], 4: [9], 5: [0, 0, 0, 1], 6: [0], 7: [1]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [394, 8, 2, 0], 6: [1], 7: [0]} + # distances_true = {1: [637], 2: [6], 3: [0], 4: [0], 5: [0, 0, 0, 1], 6: [0], 7: [0]} + # distances_false = {1: [0], 2: [0], 3: [637], 4: [6], 5: [637, 6, 1, 0], 6: [1], 7: [1]} def test_cd_count_6(self): - assert cd_count(a=394, b=8) == 2 - - # distances_true = {1: [391], 2: [2], 3: [392], 4: [3], 5: [0, 0, 0, 1], 6: [0], 7: [0]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [391, 2, 1, 0], 6: [1], 7: [1]} - def test_cd_count_7(self): - assert cd_count(a=391, b=2) == 1 + assert cd_count(a=-637, b=-6) == 1 diff --git a/tests/test_exponentiation.py b/tests/test_exponentiation.py index 7994dd0..9af3839 100644 --- a/tests/test_exponentiation.py +++ b/tests/test_exponentiation.py @@ -3,7 +3,7 @@ from benchmark.exponentiation import exponentiation class Test_exponentiation(TestCase): - # distances_true = {1: [0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 3: [0], 2: [1, 0, 1, 0, 1, 0, 1, 1, 1]} - # distances_false = {1: [679, 339, 169, 84, 41, 20, 9, 4, 1, 0], 3: [1], 2: [0, 1, 0, 1, 0, 1, 0, 0, 0]} + # distances_true = {1: [0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 3: [0], 2: [0, 1, 1, 1, 1, 1, 0, 0, 1]} + # distances_false = {1: [773, 386, 192, 95, 47, 23, 11, 5, 2, 0], 3: [1], 2: [1, 0, 0, 0, 0, 0, 1, 1, 0]} def test_exponentiation_1(self): - assert exponentiation(baseNumber=273, power=680) == 3895829911570928427062789161404619914280587771868641368230047219958283345300450942897840323420791983227798964155996689168523437566770315575583013976403957872742182353547463597025702302902832229086505206794667167898163934216590804080800733688120376430395338105859000612063507722208813216463729860745825987959359261789071423513895716311721748115129973945455387902352811050072692137174188206432034223389947642057171762532443123845107375361110833977798080587890468684612289410208695964211522638003354245409255507983104542683355382317518977114366295148467288902108644080093389079060315506570882647437359202448921746467958494827152271151409822952703502092414977688648082960249156331982392167922155653098989699335892059699361415118388425849978057627932625853662432314879750773240572688797268782645610220407914772433232815718897161329409011757811650965412399303355317182165903778708510492810189246784961371248406019716330925132073748574311471381406856686563502008322111913444321152997673213749133497305507944474723081065221727352562980326137327122607087182234700957778053610249838737764681707961211892627389095734978445860126630875401467771828849380219936663564390488252632365445815860667399405147173712004117843019973408114982416950170127509936321352740444103690166146920102943006785619658810173984204313195394806290104680248135955773591764204824995379131427455872719071405823820721924895558772558138790298999583595141680838833952767448791324515927781329111543905447682668609169946357479866063142378522581199077752915958479926692022074057503083311484355723701186263368366885202884101517116580212732955571601354373596263954677080515220048136220941141669130397916801 + assert exponentiation(baseNumber=-1, power=774) == 1 diff --git a/tests/test_gcd.py b/tests/test_gcd.py index f56c0f7..82bf2e2 100644 --- a/tests/test_gcd.py +++ b/tests/test_gcd.py @@ -3,27 +3,27 @@ from benchmark.gcd import gcd class Test_gcd(TestCase): - # distances_true = {1: [6], 2: [3], 3: [3], 4: [4], 5: [0, 0, 0, 1]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [4, 3, 1, 0]} - def test_gcd_1(self): - assert gcd(a=7, b=4) == 1 - - # distances_true = {1: [3], 2: [5], 3: [2], 4: [0], 5: [0, 0, 1]} - # distances_false = {1: [0], 2: [0], 3: [0], 4: [2], 5: [4, 2, 0]} - def test_gcd_2(self): - assert gcd(a=4, b=6) == 2 - - # distances_true = {1: [1], 2: [0]} + # distances_true = {1: [97], 2: [0]} # distances_false = {1: [0], 2: [1]} - def test_gcd_3(self): - assert gcd(a=2, b=1) == 1 + def test_gcd_1(self): + assert gcd(a=98, b=1) == 1 - # distances_true = {1: [6], 2: [6], 3: [0]} + # distances_true = {1: [97], 2: [1], 3: [96], 4: [97], 5: [0, 1]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [0], 5: [2, 0]} + def test_gcd_2(self): + assert gcd(a=98, b=2) == 2 + + # distances_true = {1: [9], 2: [9], 3: [0]} # distances_false = {1: [0], 2: [0], 3: [1]} + def test_gcd_3(self): + assert gcd(a=10, b=10) == 10 + + # distances_true = {1: [7], 2: [943], 3: [936], 4: [0], 5: [0, 1]} + # distances_false = {1: [0], 2: [0], 3: [0], 4: [936], 5: [8, 0]} def test_gcd_4(self): - assert gcd(a=7, b=7) == 7 + assert gcd(a=8, b=944) == 8 # distances_true = {1: [0]} # distances_false = {1: [1]} def test_gcd_5(self): - assert gcd(a=1, b=2) == 1 + assert gcd(a=1, b=933) == 1 diff --git a/tests/test_longest_substring.py b/tests/test_longest_substring.py index 0c31d4e..ac7b764 100644 --- a/tests/test_longest_substring.py +++ b/tests/test_longest_substring.py @@ -3,7 +3,7 @@ from benchmark.longest_substring import longest_sorted_substr class Test_longest_sorted_substr(TestCase): - # distances_true = {1: [38, 0, 29, 15, 0, 30, 0], 2: [0, 1, 1]} - # distances_false = {1: [0, 21, 0, 0, 35, 0, 61], 2: [1, 0, 0]} + # distances_true = {1: [0, 8, 0, 27, 53, 0, 11], 2: [0, 1, 1]} + # distances_false = {1: [11, 0, 82, 0, 0, 71, 0], 2: [1, 0, 0]} def test_longest_sorted_substr_1(self): - assert longest_sorted_substr(s='nH\\?0R4p') == 'H\\' + assert longest_sorted_substr(s="$.&w\\'mb") == '$.' diff --git a/tests/test_rabin_karp.py b/tests/test_rabin_karp.py index b3bfa7d..9a18c3d 100644 --- a/tests/test_rabin_karp.py +++ b/tests/test_rabin_karp.py @@ -3,12 +3,17 @@ from benchmark.rabin_karp import rabin_karp_search class Test_rabin_karp_search(TestCase): - # distances_true = {1: [0], 2: [1], 3: [0], 4: [1]} - # distances_false = {1: [1], 2: [0], 3: [1], 4: [0]} + # distances_true = {1: [0], 2: [1, 0], 3: [1], 4: [1]} + # distances_false = {1: [1], 2: [0, 4], 3: [0], 4: [0]} def test_rabin_karp_search_1(self): - assert rabin_karp_search(pat='k', txt='k') == [0] + assert rabin_karp_search(pat='A@@', txt='A