KaneAI - World’s First E2E Software Testing Agent.Book a Demo 
How to use monkey method in localstack
Best Python code snippet using localstack_python
test_adrc_unit.py
Source:test_adrc_unit.py 
1"""unit tests for loanpy.adrc.py 2.0 BETA with pytest 7.1.1"""2from collections import OrderedDict3from os import remove4from pathlib import Path5from unittest.mock import patch, call6from pandas import DataFrame7from loanpy.adrc import Adrc, read_scdictlist, move_sc8from loanpy.qfysc import Etym9class AdrcMonkey:10 pass11def test_read_scdictlist():12 """test if list of sound correspondence dictionaries is read correctly"""13 # no set up needed for this assertion:14 assert read_scdictlist(None) == [None, None, None, None, None]15 # set up: creat a mock list of dicts and write it to file16 dict0 = {"dict0": "szia"}17 dict1 = {"dict1": "csÅ"}18 out = [dict0, dict1, dict0, dict1]19 path = Path(__file__).parent / "test_read_scdictlist.txt"20 with open(path, "w", encoding="utf-8") as f:21 f.write(str(out))22 # set up: mock literal_eval23 with patch("loanpy.adrc.literal_eval") as literal_eval_mock:24 literal_eval_mock.return_value = out25 # assert mock dict list is read in correctly26 assert read_scdictlist(path) == out27 # assert call28 literal_eval_mock.assert_called_with(str(out))29 # tear down30 remove(path)31 del dict0, dict1, out, path32def test_move_sc():33 """test if sound correspondences are moved correctly"""34 # no setup, teardown, or patch needed here35 assert move_sc(sclistlist=[["x", "x"]], whichsound=0,36 out=[[]]) == ([["x"]], [["x"]])37 assert move_sc(sclistlist=[["x", "x"], ["y", "y"], ["z"]], whichsound=0,38 out=[["a"], ["b"], ["c"]]) == ([["x"], ["y", "y"], ["z"]],39 [["a", "x"], ["b"], ["c"]])40 assert move_sc(sclistlist=[["x", "x"], ["y", "y"], ["z"]], whichsound=1,41 out=[["a"], ["b"], ["c"]]) == ([["x", "x"], ["y"], ["z"]],42 [["a"], ["b", "y"], ["c"]])43 assert move_sc(sclistlist=[["", "x", "$"], ["", "y", "$"], ["", "$"]],44 whichsound=1, out=[["a"], ["b"], ["c"]]) == (45 [["", "x", "$"], ["y", "$"], ["", "$"]], [["a"], ["b", "y"], ["c"]])46 assert move_sc(sclistlist=[["", "$"], ["", "$"], ["Z", "2", "$"]],47 whichsound=2, out=[["o"], ["r"], ["f"]]) == (48 [["", "$"], ["", "$"], ["2", "$"]], [["o"], ["r"], ["f", "2"]])49def test_init():50 """test if the Adrc-class is initiated properly"""51 # set up: mock super() method and read_scdictlist52 # define side_effect of read_scdictlist in vars53 # initiate the real class54 with patch("loanpy.adrc.Etym.__init__") as super_method_mock:55 with patch("loanpy.adrc.read_scdictlist") as read_scdictlist_mock:56 read_scdictlist_mock.return_value = [None] * 557 monkey_adrc = Adrc()58 # assert initiation went correctly59 assert monkey_adrc.scdict is None60 assert monkey_adrc.sedict is None61 assert monkey_adrc.edict is None62 assert monkey_adrc.scdict_phonotactics is None63 assert monkey_adrc.workflow == OrderedDict()64 # double check with __dict__65 assert len(monkey_adrc.__dict__) == 666 assert monkey_adrc.__dict__ == {67 'edict': None,68 'scdict': None,69 'probdict': None,70 'scdict_phonotactics': None,71 'sedict': None,72 'workflow': OrderedDict()}73 # assert calls74 super_method_mock.assert_called_with(75 forms_csv=None,76 source_language=None,77 target_language=None,78 adapting=True,79 scdictbase=None)80 assert read_scdictlist_mock.call_args_list == [call(None)]81 # set up: mock super() method and read_scdictlist82 # define side_effect of read_scdictlist in vars83 # initiate the real class84 with patch("loanpy.adrc.Etym.__init__") as super_method_mock:85 d0, d1, d2, d3, d4 = {"d0": None}, {"d1": None}, {86 "d2": None}, {"d3": None}, {"d4": None}87 with patch("loanpy.adrc.read_scdictlist") as read_scdictlist_mock:88 read_scdictlist_mock.return_value = [d0, d1, d2, d3, d4]89 monkey_adrc = Adrc(90 scdictlist="soundchanges.txt",91 forms_csv="forms.csv",92 adapting=False93 )94 # assert initiation went correctly95 assert monkey_adrc.scdict == d096 assert monkey_adrc.sedict == d197 assert monkey_adrc.edict == d298 assert monkey_adrc.probdict == d399 assert monkey_adrc.scdict_phonotactics == d4100 assert monkey_adrc.workflow == OrderedDict()101 # double check with __dict__102 assert len(monkey_adrc.__dict__) == 6103 assert monkey_adrc.__dict__ == {104 'edict': {'d2': None},105 'scdict': {'d0': None},106 'scdict_phonotactics': {'d4': None},107 'probdict': {'d3': None},108 'sedict': {'d1': None},109 'workflow': OrderedDict()}110 # assert calls111 super_method_mock.assert_called_with(112 forms_csv='forms.csv', source_language=None, target_language=None,113 adapting=False,114 scdictbase=None)115 assert read_scdictlist_mock.call_args_list == [call("soundchanges.txt")]116 # tear down117 del d0, d1, d2, d3, monkey_adrc118def test_get_diff():119 """test if the difference is calculated correctly120 between the first two sound of a sound correspondence list"""121 # test without exception122 # set up: mock class, 2 attributes, 1 var for input-param123 monkey_adrc = AdrcMonkey()124 monkey_adrc.sedict = {"k<k": 2, "k<c": 1, "i<e": 2, "i<o": 1}125 monkey_adrc.connector = "<"126 sclistlist = [["k", "c", "$"], ["e", "o", "$"],127 ["k", "c", "$"], ["e", "o", "$"]]128 # assert129 assert Adrc.get_diff(130 self=monkey_adrc,131 sclistlist=sclistlist,132 ipa=["k", "i", "k", "i"]) == [1, 1, 1, 1]133 # there were no mock calls, so no calls to assert134 # test first exception135 # set up: mock class, 2 attributes, 1 var for input-param136 monkey_adrc = AdrcMonkey()137 monkey_adrc.sedict = {"k<k": 2, "k<c": 1, "i<e": 2, "i<o": 1}138 monkey_adrc.connector = "<"139 sclistlist = [["k", "c", "x"], ["x", "$"]]140 # assert141 assert Adrc.get_diff(142 self=monkey_adrc,143 sclistlist=sclistlist,144 ipa=["k", "i"]) == [1, float("inf")]145 # no calls made so no calls to assert146 # test second exception147 # set up: mock class, 2 attributes, 1 var for input-param148 monkey_adrc = AdrcMonkey()149 monkey_adrc.sedict = {"k<k": 0, "k<c": 0, "i<e": 7, "i<o": 1}150 monkey_adrc.connector = "<"151 sclistlist = [["k", "c", "x"], ["e", "o", "x"]]152 # assert 1153 assert Adrc.get_diff(154 self=monkey_adrc,155 sclistlist=sclistlist,156 ipa=["k", "i"]) == [9999999, 6]157 # teardown/setup: overwrite attribute nsedict158 monkey_adrc.sedict = {"k<k": 0, "k<c": 0, "i<e": 7, "i<o": 7}159 # assert 2160 assert Adrc.get_diff(161 self=monkey_adrc,162 sclistlist=sclistlist,163 ipa=["k", "i"]) == [9999999, 0]164 # teardown/setup: overwrite attribute nsedict165 monkey_adrc.sedict = {"k<k": 0, "k<c": 0, "i<e": 0, "i<o": 0}166 # assert 3167 assert Adrc.get_diff(168 self=monkey_adrc,169 sclistlist=sclistlist,170 ipa=["k", "i"]) == [9999999, 9999999]171 # no calls made so no calls to assert172 # tear down173 del monkey_adrc, sclistlist174def test_read_sc():175 """test if sound correspondences are read correctly"""176 # set up mock class177 class AdrcMonkeyread_sc:178 def __init__(self, get_diff=""):179 self.get_diff_returns = iter(get_diff)180 self.get_diff_called_with = []181 def get_diff(self, sclistlist, ipa):182 self.get_diff_called_with.append((sclistlist, ipa))183 return next(self.get_diff_returns)184 # test if first break works (max)185 # set up mock class, plug in mock scdict, mock tokenise, mock math.prod186 monkey_adrc = AdrcMonkeyread_sc()187 monkey_adrc.scdict = {"k": ["k", "h"], "i": ["e", "o"]}188 with patch("loanpy.adrc.prod") as prod_mock:189 prod_mock.return_value = 16190 # assert191 assert Adrc.read_sc(self=monkey_adrc, ipa=["k", "i", "k", "i"],192 howmany=1000) == [193 ["k", "h"], ["e", "o"], ["k", "h"], ["e", "o"]]194 # assert 3 calls: get_diff, prod_mock, tokenise195 assert monkey_adrc.get_diff_called_with == [] # not called!196 prod_mock.assert_called_with([2, 2, 2, 2])197 # test if second break works (min)198 # set up mock class, plug in mock scdict, mock math.prod199 monkey_adrc = AdrcMonkeyread_sc()200 monkey_adrc.scdict = {"k": ["k", "h"], "i": ["e", "o"]}201 with patch("loanpy.adrc.prod", side_effect=[16, 1]) as prod_mock:202 # assert read_sc works with tokenised list as input203 assert Adrc.read_sc(204 self=monkey_adrc,205 ipa=["k", "i", "k", "i"],206 howmany=1) == [["k"], ["e"], ["k"], ["e"]]207 # assert 2 calls: get_diff, prod_mock208 assert monkey_adrc.get_diff_called_with == [] # not called!209 assert prod_mock.call_args_list == [210 call([2, 2, 2, 2]), call([1, 1, 1, 1])]211 # test while loop with 1 minimum212 # set up mock class, plug in mock scdict, mock move_sc, mock math.prod213 monkey_adrc = AdrcMonkeyread_sc(get_diff=[[4, 5]])214 monkey_adrc.scdict = {"k": ["k", "h"], "i": ["e", "o"]}215 with patch("loanpy.adrc.move_sc") as move_sc_mock:216 move_sc_mock.return_value = ([["$"], ["o", "$"]], [["k", "h"], ["e"]])217 with patch("loanpy.adrc.prod", side_effect=[4, 1, 2]) as prod_mock:218 # assert sound correspondences are read in correctly219 assert Adrc.read_sc(self=monkey_adrc, ipa=["k", "i"],220 howmany=2) == [221 ["k", "h"], ["e"]]222 # assert 3 calls: prod_mock, get_diff, move_sc223 assert prod_mock.call_args_list == [224 call([2, 2]), call([1, 1]), call([2, 1])]225 assert monkey_adrc.get_diff_called_with == [226 ([["k", "h", "$"], ["e", "o", "$"]], ["k", "i"])]227 move_sc_mock.assert_called_with(228 [["k", "h", "$"], ["e", "o", "$"]], 0, [["k"], ["e"]])229 # test while loop with 2 minima (ð²)230 # set up mock class, plug in mock scdict,231 # def var for side_effect of move_sc, mock move_sc, mock math.prod232 monkey_adrc = AdrcMonkeyread_sc(get_diff=[[2, 2, 5], [2, 2, 5], [3, 2, 5]])233 monkey_adrc.scdict = {"k": ["k", "h", "s"], "i": ["e", "o"],234 "p": ["b", "v"]}235 se_move_sc = [236 ([["s", "$"], ["o", "$"], ["v", "$"]], [["k", "h"], ["e"], ["b"]]),237 ([["s", "$"], ["$"], ["v", "$"]], [["k", "h"], ["e", "o"], ["b"]])238 ]239 with patch("loanpy.adrc.move_sc", side_effect=se_move_sc) as move_sc_mock:240 with patch("loanpy.adrc.prod", side_effect=[241 12, 1, 1, 2, 4]) as prod_mock:242 # prod "3" gets only called once, bc difflist1!=difflist2, so 2nd243 # while loop doesnt call prod244 # assert read_sc works245 assert Adrc.read_sc(self=monkey_adrc, ipa=["k", "i", "p"],246 howmany=3) == [["k", "h"], ["e", "o"], ["b"]]247 # assert calls: prod_mock, get_diff, move_sc248 assert prod_mock.call_args_list == [call([3, 2, 2]), call(249 [1, 1, 1]), call([1, 1, 1]), call([2, 1, 1]), call([2, 2, 1])]250 assert monkey_adrc.get_diff_called_with == [251 ([["k", "h", "s", "$"], ["e", "o", "$"], ["b", "v", "$"]],252 ["k", "i", "p"]),253 ([["s", "$"], ["o", "$"], ["v", "$"]], ["k", "i", "p"]),254 ([["s", "$"], ["$"], ["v", "$"]], ["k", "i", "p"])]255 assert move_sc_mock.call_args_list == [256 call([["k", "h", "s", "$"], ["e", "o", "$"], ["b", "v", "$"]],257 0, [["k"], ["e"], ["b"]]),258 call([["s", "$"], ["o", "$"], ["v", "$"]],259 1, [["k", "h"], ["e"], ["b"]])]260 # tear down261 del AdrcMonkeyread_sc, monkey_adrc, se_move_sc262def test_reconstruct():263 """test if reconstructions based on sound correspondences work"""264 # test first break: some sounds are not in scdict265 # set up mock class, plug in mock scdict, mock clusterise266 monkey_adrc = AdrcMonkey()267 monkey_adrc.scdict = {"#-": ["-"], "#k": ["k", "h"], "k": ["h"],268 "-#": ["-"]}269 # assert reconstruct works270 assert Adrc.reconstruct(271 self=monkey_adrc,272 ipastr="k i k i") == "i, i# not old"273 # test 2nd break: phonotactics_filter and vowelharmony_filter are False274 # set up mock class, will be used multiple times throughout this test275 class AdrcMonkeyReconstruct:276 def __init__(277 self,278 read_sc_returns,279 harmony_returns=""):280 self.read_sc_called_with = []281 self.read_sc_returns = read_sc_returns282 self.harmony_returns = iter(harmony_returns)283 self.harmony_called_with = []284 self.get_nse_returns = iter([285 (20, "bli"), (4, "bla"), (99, "blu"), (17, "blo")])286 self.get_nse_called_with = []287 self.inventories = {288 "Segments": {},289 "CV_Segments": {},290 "ProsodicStructure": {}291 }292 def read_sc(self, ipalist, howmany):293 self.read_sc_called_with.append((ipalist, howmany))294 return self.read_sc_returns295 def has_harmony(self, *args):296 self.harmony_called_with.append([*args])297 return next(self.harmony_returns)298 def get_nse(self, *args):299 self.get_nse_called_with.append([*args])300 return next(self.get_nse_returns)301 # set up: create instance of mock class302 monkey_adrc = AdrcMonkeyReconstruct(303 read_sc_returns=[["-"], ["k"], ["i"], ["h"], ["e"], ["-"]])304 # set up: plug in sound correspondence dictionary into mock class305 monkey_adrc.scdict = {306 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "e"],307 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]308 }309 # set up: mock tokenise, mock list2regex310 with patch("loanpy.adrc.list2regex", side_effect=[311 "(k)", "(i)", "(h)", "(e)"]) as list2regex_mock:312 # assert reconstruct works313 assert Adrc.reconstruct(314 self=monkey_adrc,315 ipastr="k i k i",316 ) == "^(k) (i) (h) (e)$"317 # assert 3 calls: tokenise, read_sc, list2regex318 assert monkey_adrc.read_sc_called_with == [319 (['#-', '#k', 'i', 'k', 'i#', '-#'], 1)]320 assert list2regex_mock.call_args_list == [321 call(["k"]), call(["i"]),322 call(["h"]), call(["e"])]323 # test same break again but param <howmany> is greater than 1 now324 # set up325 monkey_adrc = AdrcMonkeyReconstruct(326 read_sc_returns=[["-"], ["k", "h"], ["i"], ["h"], ["e"], ["-"]])327 monkey_adrc.scdict = {328 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "e"],329 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]330 }331 # mock clusterise, list2regex332 with patch("loanpy.adrc.list2regex", side_effect=[333 "(k|h)", "(i)", "(h)", "(e)"]) as list2regex_mock:334 # assert reconstruct works335 assert Adrc.reconstruct(336 self=monkey_adrc,337 ipastr="k i k i",338 howmany=2) == "^(k|h) (i) (h) (e)$"339 # assert 3 calls: clusterise, read_sc, list2regex340 assert monkey_adrc.read_sc_called_with == [341 (['#-', '#k', 'i', 'k', 'i#', '-#'], 2)]342 assert list2regex_mock.call_args_list == [343 call(["k", "h"]), call(["i"]),344 call(["h"]), call(["e"])]345 # test with phonotactics_filter=True346 # teardown/setup: overwrite mock class, plug in mock scdict,347 # plug in mock phonotactic_inventory348 monkey_adrc = AdrcMonkeyReconstruct(349 read_sc_returns=[["-"], ["k", "h"], ["i", "e.i"], ["h"], ["e"], ["-"]])350 monkey_adrc.scdict = {351 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "ei"],352 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]353 }354 monkey_adrc.inventories["ProsodicStructure"] = ["CVVCV"]355 # set up: mock tokenise356 with patch("loanpy.adrc.prosodic_string",357 side_effect=["CVCV", "CVVCV", "CVCV", "CVVCV"]) as prosodic_string_mock:358 # assert reconstruct works359 assert Adrc.reconstruct(360 self=monkey_adrc,361 ipastr="k i k i",362 howmany=3,363 phonotactics_filter=True,364 ) == "^k e.i h e$|^h e.i h e$"365 # assert 3 calls: tokenise, read_sc, word2phonotactics366 assert monkey_adrc.read_sc_called_with == [367 (['#-', '#k', 'i', 'k', 'i#', '-#'], 3)]368 prosodic_string_mock.assert_has_calls([call(list(i)) for i in369 ["kihe", "keihe", "hihe", "heihe"]])370 # test phonotactics_filter=True, result empty371 # teardown/setup: overwrite mock class, plug in mock scdict372 # and phonotactic_inventory373 monkey_adrc = AdrcMonkeyReconstruct(374 read_sc_returns=[["-"], ["k", "h"], ["i", "ei"], ["h"], ["e"], ["-"]])375 monkey_adrc.scdict = {376 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "ei"],377 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]378 }379 monkey_adrc.phonotactic_inventory = ["CCCVVVVCV"]380 # set up: mock clusterise381 # assert reconstruct works382 assert Adrc.reconstruct(383 self=monkey_adrc,384 ipastr="k i k i",385 howmany=3,386 phonotactics_filter=True) == "wrong phonotactics"387 # assert 3 calls: clusterise, read_sc, word2phonotactics388 assert monkey_adrc.read_sc_called_with == [389 (['#-', '#k', 'i', 'k', 'i#', '-#'], 3)]390 prosodic_string_mock.assert_has_calls([call(list(i)) for i in391 ["kihe", "keihe", "hihe", "heihe"]])392 # test phonotactics_filter=True, result empty,393 # teardown/setup: overwrite mock class, plug in mock scdict,394 # phonotactic_inventory395 monkey_adrc = AdrcMonkeyReconstruct(396 read_sc_returns=[["-"], ["k", "h"], ["i", "ei"], ["h"], ["e"], ["-"]])397 monkey_adrc.scdict = {398 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "ei"],399 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]400 }401 monkey_adrc.phonotactic_inventory = ["CCCVVVVCV"]402 # set up: mock tokenise403 # assert reconstruct works (returns an error message as string)404 assert Adrc.reconstruct(405 self=monkey_adrc,406 ipastr="k i k i",407 howmany=3,408 phonotactics_filter=True,409 ) == "wrong phonotactics"410 # assert 3 calls: tokenise, read_sc, word2phonotactics411 assert monkey_adrc.read_sc_called_with == [412 (['#-', '#k', 'i', 'k', 'i#', '-#'], 3)]413 prosodic_string_mock.assert_has_calls([call(list(i)) for i in414 ["kihe", "keihe", "hihe", "heihe"]])415 # test vowelharmony_filter=True416 # teardown/setup: overwrite mock class, plug in scdict417 monkey_adrc = AdrcMonkeyReconstruct(read_sc_returns=[418 ["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]], harmony_returns=[419 True, False, True, False])420 monkey_adrc.scdict = {421 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],422 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]423 }424 # setup: mock tokenise425 with patch("loanpy.adrc.has_harmony",426 side_effect=[True, False, True, False]) as has_harmony_mock:427 # assert reconstruct works with vowelharmony_filter=True428 assert Adrc.reconstruct(429 self=monkey_adrc,430 ipastr="k i k i",431 howmany=3,432 vowelharmony_filter=True,433 ) == "^k i h e$|^h i h e$"434 # assert 3 calls: tokenise, read_sc, has_harmony435 assert monkey_adrc.read_sc_called_with == [436 (['#-', '#k', 'i', 'k', 'i#', '-#'], 3)]437 has_harmony_mock.assert_has_calls([call(i.split(" ")) for i in [438 "k i h e", "k o h e", "h i h e", "h o h e"]])439 # test vowelharmony_filter=True, result is empty440 # teardowns/setup: overwrite mock class, plug in scdict441 monkey_adrc = AdrcMonkeyReconstruct(442 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]],443 )444 monkey_adrc.scdict = {445 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],446 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]447 }448 # setup: mock tokenise449 with patch("loanpy.adrc.has_harmony") as has_harmony_mock:450 has_harmony_mock.return_value = False451 # assert reconstruct works (returns error message as string)452 assert Adrc.reconstruct(453 self=monkey_adrc,454 ipastr="k i k i",455 howmany=3,456 vowelharmony_filter=True,457 ) == "wrong vowel harmony"458 # assert 3 calls: tokenise, read_sc, has_harmony459 assert monkey_adrc.read_sc_called_with == [460 (['#-', '#k', 'i', 'k', 'i#', '-#'], 3)]461 has_harmony_mock.assert_has_calls([call(i.split(" ")) for i in [462 "k i h e", "k o h e", "h i h e", "h o h e"]])463 # test sort_by_nse=9999999464 # teardown/setup: overwrite mock class, plug in scdict465 monkey_adrc = AdrcMonkeyReconstruct(466 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]],467 ) # unsorted: kihe, kohe, hihe, hohe (like odometer, help(itertools.prod))468 monkey_adrc.scdict = {469 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],470 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]471 }472 # set up: mock tokenise473 with patch("loanpy.adrc.nlargest") as nlargest_mock:474 nlargest_mock.return_value = [(99, "h i h e"), (20, "k i h e"), (17, "h o h e"), (4, "k o h e")]475 # assert reconstruct works and sorts the result by nse476 assert Adrc.reconstruct(477 self=monkey_adrc,478 ipastr="k i k i",479 howmany=9999999,480 sort_by_nse=9999999,481 ) == "^h i h e$|^k i h e$|^h o h e$|^k o h e$"482 # assert 3 calls: tokenise, read_sc, and get_nse483 nlargest_mock.assert_called_with(9999999, [484 (20, "k i h e"), (4, "k o h e"), (99, "h i h e"), (17, "h o h e")])485 assert monkey_adrc.read_sc_called_with == [486 (['#-', '#k', 'i', 'k', 'i#', '-#'], 9999999)]487 assert monkey_adrc.get_nse_called_with == [["k i k i", "k i h e"], [488 "k i k i", "k o h e"], ["k i k i", "h i h e"], ["k i k i", "h o h e"]]489 # test sort_by_nse=1490 # teardown/setup: overwrite mock class, plug in scdict491 monkey_adrc = AdrcMonkeyReconstruct(492 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]],493 ) # unsorted: kihe, kohe, hihe, hohe (like odometer, help(itertools.prod))494 monkey_adrc.scdict = {495 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],496 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]497 }498 # set up: mock tokenise, nlargest499 with patch("loanpy.adrc.nlargest") as nlargest_mock:500 nlargest_mock.return_value = [(99, "h i h e")]501 # assert reconstruct works and picks 1 word with highest nse502 assert Adrc.reconstruct(503 self=monkey_adrc,504 ipastr="k i k i",505 howmany=9999999,506 sort_by_nse=1,507 ) == "^h i h e$|^k i h e$|^k o h e$|^h o h e$"508 # assert 4 calls: tokenise, read_sc, and get_nse, nlargest509 nlargest_mock.assert_called_with(1,510 [(20, "k i h e"), (4, "k o h e"), (99, "h i h e"), (17, "h o h e")])511 assert monkey_adrc.read_sc_called_with == [512 (['#-', '#k', 'i', 'k', 'i#', '-#'], 9999999)]513 assert monkey_adrc.get_nse_called_with == [["k i k i", "k i h e"], [514 "k i k i", "k o h e"], ["k i k i", "h i h e"], ["k i k i", "h o h e"]]515 # test sort_by_nse=2516 # teardown/setup: overwrite mock class, plug in scdict517 monkey_adrc = AdrcMonkeyReconstruct(518 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]],519 ) # unsorted: kihe, kohe, hihe, hohe (like odometer, help(itertools.prod))520 monkey_adrc.scdict = {521 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],522 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]523 }524 # set up: mock tokenise, nlargest525 with patch("loanpy.adrc.nlargest") as nlargest_mock:526 nlargest_mock.return_value = [(99, "h i h e"), (20, "k i h e")]527 # assert reconstruct works and picks 1 word with highest nse528 assert Adrc.reconstruct(529 self=monkey_adrc,530 ipastr="k i k i",531 howmany=9999999,532 sort_by_nse=2,533 ) == "^h i h e$|^k i h e$|^k o h e$|^h o h e$"534 # assert 4 calls: tokenise, read_sc, and get_nse, nlargest535 nlargest_mock.assert_called_with(2,536 [(20, "k i h e"), (4, "k o h e"), (99, "h i h e"), (17, "h o h e")])537 assert monkey_adrc.read_sc_called_with == [538 (['#-', '#k', 'i', 'k', 'i#', '-#'], 9999999)]539 assert monkey_adrc.get_nse_called_with == [["k i k i", "k i h e"], [540 "k i k i", "k o h e"], ["k i k i", "h i h e"], ["k i k i", "h o h e"]]541 # test sort_by_nse=3542 # teardown/setup: overwrite mock class, plug in scdict543 monkey_adrc = AdrcMonkeyReconstruct(544 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]],545 ) # unsorted: kihe, kohe, hihe, hohe (like odometer, help(itertools.prod))546 monkey_adrc.scdict = {547 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],548 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]549 }550 # set up: mock tokenise, nlargest551 with patch("loanpy.adrc.nlargest") as nlargest_mock:552 nlargest_mock.return_value = [(99, "h i h e"), (20, "k i h e"), (17, "h o h e")]553 # assert reconstruct works and picks 1 word with highest nse554 assert Adrc.reconstruct(555 self=monkey_adrc,556 ipastr="k i k i",557 howmany=9999999,558 sort_by_nse=3,559 ) == "^h i h e$|^k i h e$|^h o h e$|^k o h e$"560 # assert 4 calls: tokenise, read_sc, and get_nse, nlargest561 nlargest_mock.assert_called_with(3,562 [(20, "k i h e"), (4, "k o h e"), (99, "h i h e"), (17, "h o h e")])563 assert monkey_adrc.read_sc_called_with == [564 (['#-', '#k', 'i', 'k', 'i#', '-#'], 9999999)]565 assert monkey_adrc.get_nse_called_with == [["k i k i", "k i h e"], [566 "k i k i", "k o h e"], ["k i k i", "h i h e"], ["k i k i", "h o h e"]]567 # test sort_by_nse=0568 # teardown/setup: overwrite mock class, plug in scdict569 monkey_adrc = AdrcMonkeyReconstruct(570 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]],571 ) # unsorted: kihe, kohe, hihe, hohe (like odometer, help(itertools.prod))572 monkey_adrc.scdict = {573 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],574 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]575 }576 # set up: mock tokenise, nlargest577 with patch("loanpy.adrc.nlargest") as nlargest_mock:578 # assert reconstruct works and picks 0 words with highest nse579 assert Adrc.reconstruct(580 self=monkey_adrc,581 ipastr="k i k i",582 howmany=9999999,583 sort_by_nse=0,584 ) == "^(k|h) (i|o) (h) (e)$"585 # assert 4 calls: tokenise, read_sc, and get_nse, nlargest586 nlargest_mock.assert_not_called()587 assert monkey_adrc.read_sc_called_with == [588 (['#-', '#k', 'i', 'k', 'i#', '-#'], 9999999)]589 assert monkey_adrc.get_nse_called_with == []590 # test sort_by_nse=0591 # teardown/setup: overwrite mock class, plug in scdict592 monkey_adrc = AdrcMonkeyReconstruct(593 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]],594 ) # unsorted: kihe, kohe, hihe, hohe (like odometer, help(itertools.prod))595 monkey_adrc.scdict = {596 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],597 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]598 }599 # set up: mock tokenise, nlargest600 with patch("loanpy.adrc.nlargest") as nlargest_mock:601 # assert reconstruct works and picks 0 words with highest nse602 assert Adrc.reconstruct(603 self=monkey_adrc,604 ipastr="k i k i",605 howmany=9999999,606 sort_by_nse=0,607 ) == "^(k|h) (i|o) (h) (e)$"608 # assert 4 calls: tokenise, read_sc, and get_nse, nlargest609 nlargest_mock.assert_not_called()610 assert monkey_adrc.read_sc_called_with == [611 (['#-', '#k', 'i', 'k', 'i#', '-#'], 9999999)]612 assert monkey_adrc.get_nse_called_with == []613 # test sort_by_nse=0, but combinatorics applied b/c614 # phonotactics_filter=True615 # teardown/setup: overwrite mock class, plug in scdict616 monkey_adrc = AdrcMonkeyReconstruct(617 read_sc_returns=[["-"], ["k", "h"], ["i", "o"], ["h"], ["e"], ["-"]]) # unsorted: kihe, kohe, hihe, hohe (like odometer, help(itertools.prod))618 monkey_adrc.scdict = {619 "#-": ["-"], "#k": ["k", "h"], "i": ["i", "o"],620 "k": ["h"], "i#": ["e", "o"], "-#": ["-"]621 }622 monkey_adrc.inventories["ProsodicStructure"] = ["CVCV"] # let's all thru filter!623 # set up: mock tokenise, nlargest624 with patch("loanpy.adrc.prosodic_string") as prosodic_string_mock:625 prosodic_string_mock.return_value="CVCV"626 with patch("loanpy.adrc.nlargest") as nlargest_mock:627 # assert reconstruct works and picks 0 words with highest nse628 assert Adrc.reconstruct(629 self=monkey_adrc,630 ipastr="k i k i",631 howmany=9999999,632 sort_by_nse=0,633 phonotactics_filter=True,634 ) == "^k i h e$|^k o h e$|^h i h e$|^h o h e$"635 # assert 4 calls: tokenise, read_sc, and get_nse, nlargest636 prosodic_string_mock.assert_has_calls([call(list(i)) for i in [637 "kihe", "kohe", "hihe", "hohe"638 ]])639 nlargest_mock.assert_not_called()640 assert monkey_adrc.read_sc_called_with == [641 (['#-', '#k', 'i', 'k', 'i#', '-#'], 9999999)]642 assert monkey_adrc.get_nse_called_with == []643 del monkey_adrc, AdrcMonkeyReconstruct644def test_repair_phonotactics():645 """test if phonotactic structures are adapted correctly"""646 # set up mock class, used multiple times throughout this test647 class AdrcMonkeyrepair_phonotactics:648 def __init__(self):649 self.rank_closest_phonotactics_returns = "CVC, CVCCV"650 self.rank_closest_phonotactics_called_with = []651 def rank_closest_phonotactics(self, *args):652 self.rank_closest_phonotactics_called_with.append([*args])653 return self.rank_closest_phonotactics_returns654 # test all in dict655 # teardown/setup: overwrite mock class, plug in scdict_phonotactics,656 monkey_adrc = AdrcMonkeyrepair_phonotactics()657 monkey_adrc.scdict_phonotactics = {"CVCV": ["CVC", "CVCCV"]}658 # set up: define vars for side_effect of mock editops659 ops1 = ("keep C", "keep V", "keep C", "delete V")660 ops2 = ("keep C", "keep V", "insert C", "keep C", "keep V")661 # set up: mock tokenise, helpers.editops, helpers.apply_edit662 with patch("loanpy.adrc.prosodic_string") as prosodic_string_mock:663 prosodic_string_mock.return_value="CVCV"664 with patch("loanpy.adrc.editops", side_effect=[665 [ops1], [ops2]]) as editops_mock:666 with patch("loanpy.adrc.apply_edit", side_effect=[667 "k i k", "k i C k i"]) as apply_edit_mock:668 # assert repair_phonotactics is working669 assert Adrc.repair_phonotactics(670 self=monkey_adrc,671 ipastr=("k i k i", "CVCV"),672 max_repaired_phonotactics=2) == [673 'k i k',674 'k i C k i']675 # assert 5 calls were made: word2phonotactics, rank_closest_phonotactics,676 # editops, apply_edit, tokenise677 prosodic_string_mock.assert_called_with == [678 [["k", "i", "k", "i"]]]679 assert monkey_adrc.rank_closest_phonotactics_called_with == []680 editops_mock.assert_has_calls(681 [call("CVCV", "CVC", 1, 100, 49), call("CVCV", "CVCCV", 1, 100, 49)])682 apply_edit_mock.assert_has_calls(683 [call(['k', 'i', 'k', 'i'], ops1),684 call(['k', 'i', 'k', 'i'], ops2)])685 # test struc missing from dict and rank_closest instead, test show_workflow686 # set up mock class, plug in empty dict to trigger error687 monkey_adrc = AdrcMonkeyrepair_phonotactics()688 monkey_adrc.scdict_phonotactics = {}689 monkey_adrc.workflow = OrderedDict()690 # set up: define side effect of mock-editops691 ops1 = ("keep C", "keep V", "keep C", "delete V")692 ops2 = ("keep C", "keep V", "insert C", "keep C", "keep V")693 # set up: mock tokenise, helpers.editops, helpers.apply_edit694 with patch("loanpy.adrc.editops", side_effect=[695 [ops1], [ops2]]) as editops_mock:696 with patch("loanpy.adrc.apply_edit", side_effect=[697 "k i k", "k i C k i"]) as apply_edit_mock:698 # assert repair_phonotactics is working699 assert Adrc.repair_phonotactics(700 self=monkey_adrc,701 ipastr=("k i k i", "CVCV"),702 max_repaired_phonotactics=2,703 show_workflow=True) == ['k i k', 'k i C k i']704 # assert 6 calls: word2phonotactics, rank_closest_phonotactics, workflow,705 # editops, apply_edit, tokenise706 prosodic_string_mock.assert_called_with == [707 [["k", "i", "k", "i"]]]708 assert monkey_adrc.rank_closest_phonotactics_called_with == [["CVCV", 2]]709 assert monkey_adrc.workflow == OrderedDict([710 ('predicted_phonotactics', "['CVC', 'CVCCV']")])711 editops_mock.assert_has_calls(712 [call("CVCV", "CVC", 1, 100, 49), call("CVCV", "CVCCV", 1, 100, 49)])713 apply_edit_mock.assert_has_calls(714 [call(['k', 'i', 'k', 'i'], ops1),715 call(['k', 'i', 'k', 'i'], ops2)])716 # tear down717 del monkey_adrc, ops1, ops2, AdrcMonkeyrepair_phonotactics718def test_adapt():719 """test if words are adapted correctly with sound correspondence data"""720 # set up mock class, used multiple times throughout this test.721 class AdrcMonkeyAdapt:722 def __init__(self, read_screturns=[723 [["k", "h"], ["e", "o"], ["k"]],724 [["k", "h"], ["e", "o"], ["t"], ["k"], ["e"]]],725 combineipalistsreturns=[726 "kek", "kok", "hek", "hok",727 "ketke", "kotke", "hetke", "hotke"]):728 self.repair_phonotactics_called_with = None729 self.read_sc_returns = iter(read_screturns)730 self.read_sc_called_with = []731 self.workflow = OrderedDict()732 self.inventories = {}733 self.inventories["CV_Segments"] = ["k", "h", "t.k", "o", "u", "e"]734 self.inventories["ProsodicStructure"] = ["CVCCV"]735 self.get_nse_returns = iter([(5, "bla"), (9, "bla")])736 self.get_nse_called_with = []737 def repair_phonotactics(self, *args):738 self.repair_phonotactics_called_with = [*args]739 self.workflow["donor_phonotactics"] = "CVCV"740 self.workflow["predicted_phonotactics"] = "['CVC', 'CVCCV']"741 return [['kik'], ['kiCki']]742 def read_sc(self, *args):743 self.read_sc_called_with.append([*args])744 return next(self.read_sc_returns)745 #def repair_harmony(self, *args):746 # self.repair_harmony_called_with.append([*args])747 # return [[['kBk'], ['kiCki']]]748 #def word2phonotactics(self, *args):749 # self.word2phonotactics_called_with.append([*args])750 # return next(self.word2phonotactics_returns)751 def get_nse(self, *args):752 self.get_nse_called_with.append([*args])753 return next(self.get_nse_returns)754 # basic settings755 # create instance of mock class, mock tokenise, mock get_howmany756 monkey_adrc = AdrcMonkeyAdapt()757 with patch("loanpy.adrc.get_howmany") as get_howmany_mock:758 with patch("loanpy.adrc.combine_ipalists"759 ) as combine_ipalists_mock:760 with patch("loanpy.adrc.repair_harmony"761 ) as repair_harmony_mock:762 combine_ipalists_mock.return_value = [763 "k e k", "k o k", "h e k", "h o k",764 "k e t k e", "k o t k e", "h e t k e", "h o t k e"]765 get_howmany_mock.return_value = (8, 1, 1)766 # assert adapt is working767 assert Adrc.adapt(768 self=monkey_adrc,769 ipastr=("k i k i", "CVCV"),770 howmany=8771 ) == "k e k, k o k, h e k, h o k, k e t k e, k o t k e, h e t k e, h o t k e"772 # assert 7 calls: tokenise, repair_phonotactics, read_sc, combine_ipalists,773 # repair_harmony, word2phonotactics, get_howmany774 combine_ipalists_mock.assert_called_with([775 [["k", "h"], ["e", "o"], ["k"]],776 [["k", "h"], ["e", "o"], ["t"], ["k"], ["e"]]])777 get_howmany_mock.assert_called_with(8, 0, 1)778 assert monkey_adrc.repair_phonotactics_called_with == [779 ("k i k i", "CVCV"), 1, 1, 100, 49, False]780 assert monkey_adrc.read_sc_called_with == [781 [['kik'], 8], [['kiCki'], 8]]782 repair_harmony_mock.assert_not_called()783 # advanced settings784 # teardown/setup: overwrite mock class, mock tokenise,785 # mock flatten, mock get_howmany786 monkey_adrc = AdrcMonkeyAdapt(read_screturns=[787 [["k", "h", "c"], ["o", "u"], ["k"]],788 [["k"], ["o", "u"], ["t", "d"], ["k"], ["e"]]])789 with patch("loanpy.adrc.flatten") as flatten_mock:790 flatten_mock.return_value = [list('kBk'), list('kiCki')]791 with patch("loanpy.adrc.repair_harmony") as repair_harmony_mock:792 repair_harmony_mock.return_value = [[['kBk'], ['kiCki']]]793 with patch("loanpy.adrc.get_howmany") as get_howmany_mock:794 get_howmany_mock.return_value = (2, 2, 2)795 with patch("loanpy.adrc.combine_ipalists"796 ) as combine_ipalists_mock:797 combine_ipalists_mock.return_value = [798 'k o k', 'k u k', 'h o k', 'h u k', 'c o k',799 'c u k', 'k o t k e', 'k o d k e', 'k u t k e', 'k u d k e']800 with patch("loanpy.adrc.prosodic_string",801 side_effect=["CVC"] * 6 + ["CVCCV"] * 4) as prosodic_string_mock:802 with patch("loanpy.adrc.get_clusters",803 side_effect=[804 'k o t.k e', 'k o d.k e', 'k u t.k e',805 'k u d.k e']) as get_clusters_mock:806 with patch("loanpy.adrc.nlargest") as nlargest_mock:807 nlargest_mock.return_value = [(9, "k u t k e"),808 (5, "k o t k e")]809 # assert adapt works810 assert Adrc.adapt(811 self=monkey_adrc,812 ipastr=("k i k i", "CVCV"),813 howmany=6,814 max_repaired_phonotactics=2,815 max_paths2repaired_phonotactics=2,816 repair_vowelharmony=True,817 phonotactics_filter=True,818 sort_by_nse=9999999,819 cluster_filter=True,820 show_workflow=True) == "k u t k e, k o t k e"821 # assert 8 calls: tokenise, flatten, repair_phonotactics, read_sc,822 # combine_ipalists, repair_harmony, workflow, get_howmany823 get_howmany_mock.assert_called_with(6, 2, 2)824 combine_ipalists_mock.assert_called_with([825 [["k", "h", "c"], ["o", "u"], ["k"]], [["k"],826 ["o", "u"],827 ["t", "d"], ["k"], ["e"]]])828 assert list(flatten_mock.call_args_list[0][0][0]) == [829 [[['kBk'], ['kiCki']]], [[['kBk'], ['kiCki']]]]830 assert monkey_adrc.repair_phonotactics_called_with == [831 ("k i k i", "CVCV"), 2, 2, 100, 49, True]832 assert monkey_adrc.read_sc_called_with == [833 [["k", "B", "k"], 2], [["k", "i", "C", "k", "i"], 2]]834 repair_harmony_mock.assert_has_calls([835 call(['kik']), call(['kiCki'])])836 assert monkey_adrc.get_nse_called_with == [837 ['k i k i', 'k o t k e'], ['k i k i', 'k u t k e']]838 assert monkey_adrc.workflow == OrderedDict(839 [ ('donor_phonotactics', 'CVCV'), ('predicted_phonotactics',840 "['CVC', 'CVCCV']"),841 ('adapted_phonotactics', "[['kik'], ['kiCki']]"),842 ('adapted_vowelharmony',843 "[['k', 'B', 'k'], ['k', 'i', 'C', 'k', 'i']]"),844 ('before_combinatorics',845 "[[['k', 'h', 'c'], ['o', 'u'], ['k']], \846[['k'], ['o', 'u'], ['t', 'd'], ['k'], ['e']]]")])847 prosodic_string_mock.assert_has_calls([call(i) for i in [848 ['k', 'o', 'k'], ['k', 'u', 'k'], ['h', 'o', 'k'],849 ['h', 'u', 'k'], ['c', 'o', 'k'],850 ['c', 'u', 'k'], ['k', 'o', 't', 'k', 'e'],851 ['k', 'o', 'd', 'k', 'e'], ['k', 'u', 't', 'k', 'e'],852 ['k', 'u', 'd', 'k', 'e']]])853 # phonotactics_filter empty854 # teardown/setup: overwrite instance of mock class,855 # plug in phonotactic_inventory, mock tokenise856 monkey_adrc = AdrcMonkeyAdapt()857 monkey_adrc.inventories["ProsodicStructure"] = ["CV", "VC"]858 with patch("loanpy.adrc.get_howmany") as get_howmany_mock:859 get_howmany_mock.return_value = (1, 1, 1)860 with patch("loanpy.adrc.combine_ipalists"861 ) as combine_ipalists_mock:862 combine_ipalists_mock.return_value = [863 'k o k', 'k u k', 'h o k', 'h u k', 'c o k',864 'c u k', 'k o t k e', 'k o d k e', 'k u t k e', 'k u d k e']865 # assert adapt returns error message as string866 assert Adrc.adapt(867 self=monkey_adrc, ipastr=("k i k i", "CVCV"),868 phonotactics_filter=True869 ) == "wrong phonotactics"870 # assert 4 calls: tokenise, repair_phonotactics,871 # read_sc and combine_ipalists872 get_howmany_mock.assert_called_with(1, 0, 1)873 combine_ipalists_mock.assert_called_with([874 [["k", "h"], ["e", "o"], ["k"]], [["k", "h"],875 ["e", "o"], ["t"], ["k"], ["e"]]])876 assert monkey_adrc.repair_phonotactics_called_with == [877 ("k i k i", "CVCV"), 1, 1, 100, 49, False]878 assert monkey_adrc.read_sc_called_with == [879 [['kik'], 1], [['kiCki'], 1]]880 # cluster_filter empty filter881 # teardown/setup: overwrite instance of mock class882 # , plug in cluster_inventory, mock tokenise883 monkey_adrc = AdrcMonkeyAdapt()884 monkey_adrc.inventories["CV_Segments"] = ["p.r", "g.r", "v.r.p", "s.k.r.r.r.r"]885 with patch("loanpy.adrc.get_howmany") as get_howmany_mock:886 get_howmany_mock.return_value = (1, 1, 1)887 with patch("loanpy.adrc.combine_ipalists"888 ) as combine_ipalists_mock:889 combine_ipalists_mock.return_value = [890 'k o k', 'k u k', 'h o k', 'h u k', 'c o k',891 'c u k', 'k o t k e', 'k o d k e', 'k u t k e', 'k u d k e']892 # make sure adapt works (i.e. returns error message as string)893 assert Adrc.adapt(894 self=monkey_adrc, ipastr=("k i k i", "CVCV"),895 cluster_filter=True896 ) == "wrong clusters"897 # assert 4 calls: tokenise, repair_phonotactics, read_sc, combine_ipalists898 get_howmany_mock.assert_called_with(1, 0, 1)899 combine_ipalists_mock.assert_called_with([900 [["k", "h"], ["e", "o"], ["k"]], [["k", "h"],901 ["e", "o"], ["t"], ["k"], ["e"]]])902 assert monkey_adrc.repair_phonotactics_called_with == [903 ("k i k i", "CVCV"), 1, 1, 100, 49, False]904 assert monkey_adrc.read_sc_called_with == [905 [['kik'], 1], [['kiCki'], 1]]906 # advanced settings, sort_by_nse=1907 # teardown/setup: overwrite mock class, mock tokenise,908 # mock flatten, mock get_howmany909 monkey_adrc = AdrcMonkeyAdapt(read_screturns=[910 [["k", "h", "c"], ["o", "u"], ["k"]],911 [["k"], ["o", "u"], ["t", "d"], ["k"], ["e"]]])912 with patch("loanpy.adrc.flatten") as flatten_mock:913 flatten_mock.return_value = [list('kBk'), list('kiCki')]914 with patch("loanpy.adrc.repair_harmony") as repair_harmony_mock:915 repair_harmony_mock.return_value = [[['kBk'], ['kiCki']]]916 with patch("loanpy.adrc.get_howmany") as get_howmany_mock:917 get_howmany_mock.return_value = (2, 2, 2)918 with patch("loanpy.adrc.combine_ipalists"919 ) as combine_ipalists_mock:920 combine_ipalists_mock.return_value = [921 'k o k', 'k u k', 'h o k', 'h u k', 'c o k',922 'c u k', 'k o t k e', 'k o d k e', 'k u t k e', 'k u d k e']923 with patch("loanpy.adrc.prosodic_string",924 side_effect=["CVC"] * 6 + ["CVCCV"] * 4):925 with patch("loanpy.adrc.get_clusters",926 side_effect=[927 'k o t.k e', 'k o d.k e', 'k u t.k e',928 'k u d.k e']) as get_clusters_mock:929 with patch("loanpy.adrc.nlargest") as nlargest_mock:930 nlargest_mock.return_value = [(9, "k u t k e")]931 # assert adapt works932 assert Adrc.adapt(933 self=monkey_adrc,934 ipastr=("k i k i", "CVCV"),935 howmany=6,936 max_repaired_phonotactics=2,937 max_paths2repaired_phonotactics=2,938 repair_vowelharmony=True,939 phonotactics_filter=True,940 sort_by_nse=1,941 cluster_filter=True,942 show_workflow=True) == "k u t k e, k o t k e"943 # assert 8 calls: tokenise, flatten, repair_phonotactics, read_sc,944 # combine_ipalists, repair_harmony, workflow, get_howmany945 get_howmany_mock.assert_called_with(6, 2, 2)946 combine_ipalists_mock.assert_called_with([947 [["k", "h", "c"], ["o", "u"], ["k"]], [["k"],948 ["o", "u"],949 ["t", "d"], ["k"], ["e"]]])950 nlargest_mock.assert_called_with(951 1, [(5, "k o t k e"), (9, "k u t k e")])952 assert list(flatten_mock.call_args_list[0][0][0]) == [953 [[['kBk'], ['kiCki']]], [[['kBk'], ['kiCki']]]]954 assert monkey_adrc.repair_phonotactics_called_with == [955 ("k i k i", "CVCV"), 2, 2, 100, 49, True]956 assert monkey_adrc.read_sc_called_with == [957 [["k", "B", "k"], 2], [["k", "i", "C", "k", "i"], 2]]958 repair_harmony_mock.assert_has_calls([959 call(['kik']), call(['kiCki'])])960 assert monkey_adrc.get_nse_called_with == [961 ['k i k i', 'k o t k e'], ['k i k i', 'k u t k e']]962 assert monkey_adrc.workflow == OrderedDict(963 [ ('donor_phonotactics', 'CVCV'), ('predicted_phonotactics',964 "['CVC', 'CVCCV']"),965 ('adapted_phonotactics', "[['kik'], ['kiCki']]"),966 ('adapted_vowelharmony',967 "[['k', 'B', 'k'], ['k', 'i', 'C', 'k', 'i']]"),968 ('before_combinatorics',969 "[[['k', 'h', 'c'], ['o', 'u'], ['k']], \970[['k'], ['o', 'u'], ['t', 'd'], ['k'], ['e']]]")])971 prosodic_string_mock.assert_has_calls([call(i) for i in [972 ['k', 'o', 'k'], ['k', 'u', 'k'], ['h', 'o', 'k'],973 ['h', 'u', 'k'], ['c', 'o', 'k'],974 ['c', 'u', 'k'], ['k', 'o', 't', 'k', 'e'],975 ['k', 'o', 'd', 'k', 'e'], ['k', 'u', 't', 'k', 'e'],976 ['k', 'u', 'd', 'k', 'e']]])977 # advanced settings, sort_by_nse=2978 # teardown/setup: overwrite mock class, mock tokenise,979 # mock flatten, mock get_howmany980 monkey_adrc = AdrcMonkeyAdapt(read_screturns=[981 [["k", "h", "c"], ["o", "u"], ["k"]],982 [["k"], ["o", "u"], ["t", "d"], ["k"], ["e"]]])983 with patch("loanpy.adrc.flatten") as flatten_mock:984 flatten_mock.return_value = [list('kBk'), list('kiCki')]985 with patch("loanpy.adrc.repair_harmony") as repair_harmony_mock:986 repair_harmony_mock.return_value = [[['kBk'], ['kiCki']]]987 with patch("loanpy.adrc.get_howmany") as get_howmany_mock:988 get_howmany_mock.return_value = (2, 2, 2)989 with patch("loanpy.adrc.combine_ipalists"990 ) as combine_ipalists_mock:991 combine_ipalists_mock.return_value = [992 'k o k', 'k u k', 'h o k', 'h u k', 'c o k',993 'c u k', 'k o t k e', 'k o d k e', 'k u t k e', 'k u d k e']994 with patch("loanpy.adrc.prosodic_string",995 side_effect=["CVC"] * 6 + ["CVCCV"] * 4):996 with patch("loanpy.adrc.get_clusters",997 side_effect=[998 'k o t.k e', 'k o d.k e', 'k u t.k e',999 'k u d.k e']) as get_clusters_mock:1000 with patch("loanpy.adrc.nlargest") as nlargest_mock:1001 nlargest_mock.return_value = [(9, "k u t k e"),1002 (5, "k o t k e")]1003 # assert adapt works1004 assert Adrc.adapt(1005 self=monkey_adrc,1006 ipastr=("k i k i", "CVCV"),1007 howmany=6,1008 max_repaired_phonotactics=2,1009 max_paths2repaired_phonotactics=2,1010 repair_vowelharmony=True,1011 phonotactics_filter=True,1012 sort_by_nse=2,1013 cluster_filter=True,1014 show_workflow=True) == "k u t k e, k o t k e"1015 # assert 8 calls: tokenise, flatten, repair_phonotactics, read_sc,1016 # combine_ipalists, repair_harmony, workflow, get_howmany1017 get_howmany_mock.assert_called_with(6, 2, 2)1018 combine_ipalists_mock.assert_called_with([1019 [["k", "h", "c"], ["o", "u"], ["k"]], [["k"],1020 ["o", "u"],1021 ["t", "d"], ["k"], ["e"]]])1022 nlargest_mock.assert_called_with(2, [1023 (5, "k o t k e"), (9, "k u t k e")])1024 assert list(flatten_mock.call_args_list[0][0][0]) == [1025 [[['kBk'], ['kiCki']]], [[['kBk'], ['kiCki']]]]1026 assert monkey_adrc.repair_phonotactics_called_with == [1027 ("k i k i", "CVCV"), 2, 2, 100, 49, True]1028 assert monkey_adrc.read_sc_called_with == [1029 [["k", "B", "k"], 2], [["k", "i", "C", "k", "i"], 2]]1030 repair_harmony_mock.assert_has_calls([1031 call(['kik']), call(['kiCki'])])1032 assert monkey_adrc.get_nse_called_with == [1033 ['k i k i', 'k o t k e'], ['k i k i', 'k u t k e']]1034 assert monkey_adrc.workflow == OrderedDict(1035 [ ('donor_phonotactics', 'CVCV'), ('predicted_phonotactics',1036 "['CVC', 'CVCCV']"),1037 ('adapted_phonotactics', "[['kik'], ['kiCki']]"),1038 ('adapted_vowelharmony',1039 "[['k', 'B', 'k'], ['k', 'i', 'C', 'k', 'i']]"),1040 ('before_combinatorics',1041 "[[['k', 'h', 'c'], ['o', 'u'], ['k']], \1042[['k'], ['o', 'u'], ['t', 'd'], ['k'], ['e']]]")])1043 prosodic_string_mock.assert_has_calls([call(i) for i in [1044 ['k', 'o', 'k'], ['k', 'u', 'k'], ['h', 'o', 'k'],1045 ['h', 'u', 'k'], ['c', 'o', 'k'],1046 ['c', 'u', 'k'], ['k', 'o', 't', 'k', 'e'],1047 ['k', 'o', 'd', 'k', 'e'], ['k', 'u', 't', 'k', 'e'],1048 ['k', 'u', 'd', 'k', 'e']]])1049 # tear down1050 del monkey_adrc, AdrcMonkeyAdapt1051def test_get_nse():1052 """test if normalised sum of examples is calculated correctly"""1053 # test first break, no set up needed here1054 assert Adrc.get_nse(self=None, left=None, right=None) == (0, 0, [0], [])1055 # create mock class, used multiple times in this test1056 class AdrcMonkeyget_nse:1057 def __init__(self):1058 self.align_called_with = []1059 self.sedict = {1060 "#-<*-": 5,1061 "#É<*j": 6,1062 "É<*É": 7,1063 "l<*l.k": 8,1064 "o<*É": 9}1065 self.probdict = {1066 "#-<*-": 1,1067 "#É<*j": 1,1068 "É<*É": 1,1069 "l<*l.k": 1,1070 "o<*É": 1}1071 self.edict = {"#-<*-": [1, 2], "#É<*j": [3, 4],1072 "É<*É": [5], "l<*l.k": [6, 7, 8], "o<*É": [9]}1073 self.connector = "<*"1074 self.adapting = False1075 def align_clusterwise(self, *args):1076 self.align_called_with.append([*args])1077 return DataFrame({"keys": ['#-', '#É', 'É', 'l', 'o', 'É¡#'],1078 "vals": ['-', 'j', 'É', 'l.k', 'É', '-']})1079 # test default settings (normalised sum of examples)1080 # set up instance of mock class1081 monkey_adrc = AdrcMonkeyget_nse()1082 # assert1083 assert Adrc.get_nse(1084 self=monkey_adrc, left="É É l o É¡", right="j É l.k É") == (1085 5.83, 35, '[5, 6, 7, 8, 9, 0]', float("inf"), '[1, 1, 1, 1, 1, 0]',1086 "['#-<*-', '#É<*j', 'É<*É', 'l<*l.k', 'o<*É', 'É¡#<*-']")1087 # assert call1088 assert monkey_adrc.align_called_with == [["É É l o É¡", "j É l.k É"]]1089 # tear down mock class instance...
move_a_ball.py
Source:move_a_ball.py
1import pygame2import numpy as np3pygame.init()4#perminants5screen_height = 6006screen_width = 10007ground_height = 1508ground_x = 09ground_y = screen_height-ground_height10daynight = 111#colors12moon_color = (100,100,200)13printer_color = (200,100,100)14skirt_color = (200,100,200)15bak1_color = (130,0,130)16ground_color = (80,0,0)17black = (0,0,0)18monkey_color = (150,150,150)19#characters demensions20printer_width = 5021skirt_height = 3022printer_height = 2023printer_skirt = printer_width*0.3024monkey_width = 1025monkey_height = 1026#character positions27printer_x = (screen_width-printer_width)*0.528printer_y = ground_y-skirt_height/229monkey_x = [0,0,0,0]30monkey_y = [0,0,0,0]31monkey_ang = [0,0,0,0]32for i in range(4):33 monkey_x[i] = screen_width/234 monkey_y[i] = ground_y+0.5*ground_height-0.5*monkey_height35#printer stats36power = 037#background movement start postion38moon_y = screen_height39moon_x = 80040#ball start demensions41moon_radius = 3042moon_wall = 3043count = 044rund = []45bak_color = bak1_color46test = []47#main game48run = True49while run:50 pygame.display.set_caption('fineass')51 display = pygame.display.set_mode((screen_width,screen_height))52 53 game = True54 while game:55 #dellay and screen reset56 count = count+157 pygame.time.delay(30)58 display.fill(bak_color)59 60 #moon orbit61 if count > 1:62 moon_y = moon_y-3*daynight63 moon_x = moon_x-164 count = 065 if moon_y < 0-moon_radius*1.5:66 daynight = -167 bak_color = bak1_color68 if moon_y > screen_height:69 daynight = 170 bak_color = bak1_color71 if moon_x-moon_radius < 0:72 daynight = 173 74 #sun set75 if moon_y+moon_radius < ground_y:76 bak_color = list(bak_color)77 bak_color[1] = int(bak_color[1]*np.absolute(moon_y/(screen_height/2)))78 if np.absolute(int(bak_color[2]*np.absolute(moon_y/(screen_height*2/3))))<255 and np.absolute(int(bak_color[2]*np.absolute(moon_y/(screen_height*2/3))))>0:79 bak_color[2] = np.absolute(int(bak_color[2]*np.absolute(moon_y/(ground_y))))80 if np.absolute(int(bak_color[0]*np.absolute(moon_y/(screen_height*2/3))))<255 and np.absolute(int(bak_color[0]*np.absolute(moon_y/(screen_height*2/3))))>0:81 bak_color[0] = int(bak_color[0]*np.absolute(moon_y/(ground_y+ground_height/2)))82 bak_color = tuple(bak_color)83 84 #charge when teh suns out85 if moon_y < ground_y:86 power = np.round(power+(moon_y/screen_height)*2)87 88 #monkeys89 for i in range(4):90 #random rotation91 monkey_ang[i] = monkey_ang[i] + (np.pi/4)*(np.random.random_sample()-0.5)92 93 #stay on the ground94 if monkey_y[i] <= ground_y:95 if monkey_ang[i] < np.pi*3/2:96 monkey_ang[i] = np.pi/297 elif monkey_ang[i] > np.pi*3/2:98 monkey_ang[i] = np.pi/299 100 #don't go to low101 if monkey_y[i] >= screen_height+monkey_height*5:102 if monkey_ang[i] < np.pi/2:103 monkey_ang[i] = np.pi*3/2104 elif monkey_ang[i] > np.pi/2:105 monkey_ang[i] = np.pi*3/2106 107 #move based on rotation108 monkey_y[i] = monkey_y[i] + np.sin(monkey_ang[i])*4109 monkey_x[i] = monkey_x[i] + np.cos(monkey_ang[i])*4110 111 #lOOP:112 #angle113 if monkey_ang[i] <= 0:114 monkey_ang[i] = 2*np.pi115 elif monkey_ang[i] >= 2*np.pi:116 monkey_ang[i] = 0 117 #sides 118 if np.absolute(monkey_x[i]-(screen_width/2)) > (screen_width/2)+monkey_width*4:119 if monkey_x[i]-(screen_width/2) > 0:120 monkey_x[i] = 0-monkey_width*2121 elif monkey_x[i]-(screen_width/2) < 0:122 monkey_x[i] = screen_width+monkey_width*2123 124 #draw proscribed shapes125 if daynight == 1:126 pygame.draw.circle(display, moon_color, (moon_x, moon_y), moon_radius, moon_wall)127 pygame.draw.rect(display, ground_color, (ground_x, ground_y, screen_width, screen_height))128 points = [(printer_x-printer_skirt,printer_y+skirt_height),(printer_x+printer_width+printer_skirt,printer_y+skirt_height),(printer_x+printer_width,printer_y),(printer_x,printer_y)]129 pygame.draw.polygon(display, skirt_color, points)130 pygame.draw.rect(display, printer_color, (printer_x, printer_y, printer_width, printer_height))131 pygame.draw.rect(display, monkey_color, (monkey_x[0], monkey_y[0], monkey_width, monkey_height))132 pygame.draw.rect(display, monkey_color, (monkey_x[1], monkey_y[1], monkey_width, monkey_height))133 pygame.draw.rect(display, monkey_color, (monkey_x[2], monkey_y[2], monkey_width, monkey_height))134 pygame.draw.rect(display, monkey_color, (monkey_x[3], monkey_y[3], monkey_width, monkey_height))135 136 OUT = 'power: '+str(power)+'V moon_y: '+str(moon_y)137 font = pygame.font.Font('freesansbold.ttf', 12) 138 text = font.render(OUT, True, printer_color, bak_color)139 textRect = text.get_rect()140 textRect.center = (screen_width//2, screen_height//2)141 display.blit(text, textRect)142 143 #make the game quit properly144 pygame.display.update()145 146 for event in pygame.event.get() : 147 if event.type == pygame.QUIT : 148 pygame.quit() 149 quit() 150 pygame.display.update()...
017.monkeyrunner记录.py
Source:017.monkeyrunner记录.py
1#coding:utf-82#from com.android.monkeyrunner import MonkeyRunner as mr,MonkeyDevice as md,MonkeyImage as mk 3from com.android.monkeyrunner import MonkeyRunner,MonkeyDevice,MonkeyImage4#è¿æ¥å½å设å¤ï¼è¿åä¸ä¸ªMonkeyDevice对象ï¼P为空就æ¯æ éçå¾
5#device=mr.waitForConnection()6#P1çå¾
æ¶é´ï¼P2设å¤ID7#device=MonkeyRunner.waitForConnection(5,"e45e9655")8device=MonkeyRunner.waitForConnection(1)9package="com.android.settings"10activity="com.android.settings.Settings"11print(device)12if device==None:13 print("Failed,please try again")14else:15 print("It's OK")16#æ é¢æ 宽度17y0=12018#permission1ç宽度19y1=11020#appç宽度21y2=9022#device.touch(By.id("id/more"),MonkeyDevice.DOWN_AND_UP)23#è¾å
¥1234524#device.type("12345")25#触æ¸åæ +å¨ä½26#ç¹å»Apps27device.touch(300,540,MonkeyDevice.DOWN_AND_UP)28MonkeyRunner.sleep(2)29#ç¹å»å³ä¸è§30device.touch(390,80,MonkeyDevice.DOWN_AND_UP)31MonkeyRunner.sleep(2)32#ç¹å»App permissions33device.touch(300,170,MonkeyDevice.DOWN_AND_UP)34MonkeyRunner.sleep(2)35#æé1ï¼36#ç¹å»Body sensors37device.touch(300,80+y1,MonkeyDevice.DOWN_AND_UP)38MonkeyRunner.sleep(2)39#ç¹å»å³ä¸è§40device.touch(450,80,MonkeyDevice.DOWN_AND_UP)41MonkeyRunner.sleep(2)42#ç¹å»Show system43device.touch(290,80,MonkeyDevice.DOWN_AND_UP)44MonkeyRunner.sleep(2)45#è¿å46device.press("KEYCODE_BACK",MonkeyDevice.DOWN_AND_UP)47MonkeyRunner.sleep(2)48#æé2ï¼49#ç¹å»Calendar50device.touch(300,80+y1*2,MonkeyDevice.DOWN_AND_UP)51MonkeyRunner.sleep(2)52#ç¹å»å³ä¸è§53device.touch(450,80,MonkeyDevice.DOWN_AND_UP)54MonkeyRunner.sleep(2)55#ç¹å»Show system56device.touch(290,80,MonkeyDevice.DOWN_AND_UP)57MonkeyRunner.sleep(2)58y=[80+y2*2,80+y2*3,80+y2*5,80+y2*8,840]59for i in y:60 device.touch(300,i,MonkeyDevice.DOWN_AND_UP)61 MonkeyRunner.sleep(2)62 63#æé3ï¼64#ç¹å»Cemera65#æpoweré®66#device.press("KEYCODE_POWER",MonkeyDevice.DOWN_AND_UP)67#è¾å
¥A68#device.press("KEYCODE_A",MonkeyDevice.DOWN_AND_UP) 69#ä¸é³éé®70#device.press("KEYCODE_VOLUME_UP",MonkeyDevice.DOWN_AND_UP) 71#ä¸é³éé®72#device.press("KEYCODE_VOLUME_DOWN",MonkeyDevice.DOWN_AND_UP) 73#è¿å
¥è®¾ç½®çé¢74#device.startActivity(component=package+"/"+activity)75#çå¾
5ç§76#MonkeyRunner.sleep(5)77#æ»å¨78#device.drag((0,0),(200,600),0.5,10)79#è¾å
¥0-980#device.press("KEYCODE_0",MonkeyDevice.DOWN_AND_UP)81#device.press("KEYCODE_1",MonkeyDevice.DOWN_AND_UP)82#æè¿åé®83#device.press("KEYCODE_BACK",MonkeyDevice.DOWN_AND_UP)84#æHOMEé®85#device.press("KEYCODE_HOME",md.DOWN_AND_UP)86#æèåé®87#device.press("KEYCODE_MENU",MonkeyDevice.DOWN)88#æªå±89#result = device.takeSnapshot()90#ä¿åå°Fçï¼åå为result1.pngï¼æ ¼å¼ä¸ºpng...
Automation Testing Tutorials
Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.
LambdaTest Learning Hubs:
- JUnit Tutorial
- TestNG Tutorial
- Webdriver Tutorial
- WebDriverIO Tutorial
- Protractor Tutorial
- Selenium 4 Tutorial
- Jenkins Tutorial
- NUnit Tutorial
- Jest Tutorial
- Playwright Tutorial
- Cypress Tutorial
- PyTest Tutorial
YouTube
You could also refer to video tutorials over LambdaTest YouTube channel to get step by step demonstration from industry experts.
Run localstack automation tests on LambdaTest cloud grid
Perform automation testing on 3000+ real desktop and mobile devices online.
Try LambdaTest Now !!
Get 100 minutes of automation test minutes FREE!!
Was this article helpful?
