def table_solved_master():
names = ['DECONVB', 'EIGENALS', 'FBRAIN3LS', 'OSCIPATH', 'PALMER5E', 'SSI']
pyc = pycutest.Pycutest()
problems = pyc.getProblems(names, aslist=True)
problems = [p.problem_name for p in problems]
rtc = RTCreator()
rows = rtc.build_rows(files=files,
problem_header=problem_header,
result_header=result_header,
problems=problems)
utils.toFile(rows, "result_solved_master.html", date=False)
def table_solved_ipopt_master():
names = [
'3PK', 'AIRCRFTB', 'AKIVA', 'ALLINIT', 'ALLINITU', 'ARGLINA',
'ARGLINB', 'ARGLINC', 'ARGTRIGLS', 'ARWHEAD', 'BA-L1LS', 'BA-L1SPLS',
'BARD', 'BDQRTIC', 'BEALE', 'BENNETT5LS', 'BIGGS3', 'BIGGS5', 'BIGGS6',
'BOX2', 'BOX3', 'BOXBODLS', 'BQP1VAR', 'BQPGABIM', 'BQPGASIM',
'BRKMCC', 'BROWNAL', 'BROWNBS', 'BROWNDEN', 'BROWNDENE', 'BROYDN3DLS',
'BROYDN7D', 'BROYDNBDLS', 'BRYBND', 'CAMEL6', 'CHEBYQAD', 'CHNROSNB',
'CHNRSNBM', 'CLIFF', 'CRAGGLVY', 'CUBE', 'DANWOODLS', 'DECONVU',
'DENSCHNA', 'DENSCHNB', 'DENSCHNC', 'DENSCHND', 'DENSCHNE', 'DENSCHNF',
'DIXMAANA', 'DIXMAANB', 'DIXMAANC', 'DIXMAAND', 'DIXMAANE', 'DIXMAANF',
'DIXMAANG', 'DIXMAANH', 'DJTL', 'DQDRTIC', 'ECKERLE4LS', 'EDENSCH',
'EG1', 'EG2', 'ENGVAL1', 'ENGVAL2', 'ENSOLS', 'ERRINROS', 'ERRINRSM',
'EXPFIT', 'EXPLIN', 'EXPLIN2', 'EXTROSNB', 'FBRAIN2LS', 'FBRAINLS',
'FLETCBV2', 'FLETCHCR', 'FREUROTH', 'GAUSS1LS', 'GAUSS2LS', 'GAUSS3LS',
'GAUSSIAN', 'GBRAINLS', 'GENROSE', 'GENROSEB', 'GROWTHLS', 'GULF',
'HADAMALS', 'HAIRY', 'HARKERP2', 'HART6', 'HATFLDA', 'HATFLDB',
'HATFLDC', 'HATFLDD', 'HATFLDE', 'HATFLDFL', 'HEART6LS', 'HEART8LS',
'HELIX', 'HIELOW', 'HILBERTA', 'HILBERTB', 'HIMMELBB', 'HIMMELBG',
'HIMMELBH', 'HIMMELP1', 'HOLMES', 'HS1', 'HS110', 'HS2', 'HS25', 'HS3',
'HS38', 'HS3MOD', 'HS4', 'HS45', 'HS5', 'HUMPS', 'INTEQNELS', 'JENSMP',
'KOEBHELB', 'KOWOSB', 'LANCZOS1LS', 'LANCZOS2LS', 'LANCZOS3LS',
'LIARWHD', 'LINVERSE', 'LOGHAIRY', 'LOGROS', 'LSC1LS', 'LUKSAN11LS',
'LUKSAN12LS', 'LUKSAN13LS', 'LUKSAN14LS', 'LUKSAN15LS', 'LUKSAN16LS',
'LUKSAN17LS', 'LUKSAN21LS', 'LUKSAN22LS', 'MANCINO', 'MARATOSB',
'MAXLIKA', 'MCCORMCK', 'MDHOLE', 'MEXHAT', 'MGH17LS', 'MINSURF',
'MISRA1ALS', 'MISRA1BLS', 'MISRA1CLS', 'MISRA1DLS', 'MOREBV',
'MSQRTALS', 'MSQRTBLS', 'NCB20B', 'NELSONLS', 'NONSCOMP', 'OSBORNEA',
'OSBORNEB', 'OSLBQP', 'PALMER1', 'PALMER1A', 'PALMER1B', 'PALMER1C',
'PALMER1D', 'PALMER1E', 'PALMER2', 'PALMER2A', 'PALMER2B', 'PALMER2C',
'PALMER2E', 'PALMER3', 'PALMER3A', 'PALMER3B', 'PALMER3C', 'PALMER4',
'PALMER4A', 'PALMER4B', 'PALMER4C', 'PALMER4E', 'PALMER5C', 'PALMER5D',
'PALMER6A', 'PALMER8A', 'PALMER8E', 'PARKCH', 'PENALTY2', 'PENTDI',
'PFIT1LS', 'PFIT2LS', 'PFIT3LS', 'PFIT4LS', 'POWELLBSLS', 'POWELLSG',
'PROBPENL', 'PSPDOC', 'QUDLIN', 'RAT43LS', 'ROSENBR', 'S308', 'S368',
'SANTALS', 'SBRYBND', 'SCHMVETT', 'SENSORS', 'SIM2BQP', 'SIMBQP',
'SINEALI', 'SINEVAL', 'SISSER', 'SNAIL', 'SPECAN', 'SROSENBR',
'SSBRYBND', 'STRATEC', 'TESTQUAD', 'THURBERLS', 'TOINTGOR', 'TOINTGSS',
'TOINTPSP', 'TOINTQOR', 'TQUARTIC', 'TRIDIA', 'VAREIGVL', 'VESUVIOLS',
'VESUVIOULS', 'VIBRBEAM', 'WATSON', 'WEEDS', 'WOODS', 'YATP1LS',
'YATP2LS', 'YFIT', 'YFITU', 'ZANGWIL2'
]
pyc = pycutest.Pycutest()
problems = pyc.getProblems(names, aslist=True)
problems = [p.problem_name for p in problems]
rtc = RTCreator()
rows = rtc.build_rows(files=files,
problem_header=problem_header,
result_header=result_header,
problems=problems)
utils.toFile(rows, "result_solved.html", date=False)
def table_unsolved_ipopt_master():
names = [
'EIGENBLS', 'EIGENCLS', 'FLETCBV3', 'FLETCHBV', 'GENHUMPS', 'NONCVXU2',
'NONMSQRT', 'PALMER5A', 'PALMER7A', 'PALMER7E', 'POWELLBC', 'RAYBENDL',
'RAYBENDS'
]
pyc = pycutest.Pycutest()
problems = pyc.getProblems(names, aslist=True)
problems = [p.problem_name for p in problems]
rtc = RTCreator()
rows = rtc.build_rows(files=files,
problem_header=problem_header,
result_header=result_header,
problems=problems)
utils.toFile(rows, "result_unsolved.html", date=False)
def table_solved_ipopt():
names = [
'BDEXP', 'BIGGSB1', 'BLEACHNG', 'BQPGAUSS', 'CHAINWOO', 'CHENHARK',
'CHWIRUT1LS', 'CHWIRUT2LS', 'DIXMAANI', 'DIXMAANJ', 'DIXMAANK',
'DIXMAANL', 'DIXMAANM', 'DIXMAANN', 'DIXMAANO', 'DIXMAANP', 'DQRTIC',
'DRCAV1LQ', 'DRCAV2LQ', 'DRCAV3LQ', 'EXPQUAD', 'FLETBV3M', 'HAHN1LS',
'HIMMELBF', 'HYDC20LS', 'INDEF', 'JIMACK', 'KIRBY2LS', 'LSC2LS',
'MEYER3', 'MGH09LS', 'MGH10LS', 'NONCVXUN', 'NONDIA', 'NONDQUAR',
'PALMER3E', 'PALMER5B', 'PALMER6C', 'PALMER6E', 'PALMER7C', 'PALMER8C',
'PENALTY1', 'QR3DLS', 'QRTQUAD', 'QUARTC', 'RAT42LS', 'ROSZMAN1LS',
'SCOSINE', 'SINQUAD', 'SPARSINE', 'SPMSRTLS', 'SSCOSINE', 'VARDIM',
'VESUVIALS', 'WALL10'
]
pyc = pycutest.Pycutest()
problems = pyc.getProblems(names, aslist=True)
problems = [p.problem_name for p in problems]
rtc = RTCreator()
rows = rtc.build_rows(files=files,
problem_header=problem_header,
result_header=result_header,
problems=problems)
utils.toFile(rows, "result_solved_ipopt.html", date=False)
def build_rows(self,
files,
problems=None,
problem_header=None,
result_header=None,
out="html"):
self.out = out
self.default_colors = ["#E3F2FD", "#BBDEFB"]
self.header_color = "#e6e6e6"
self.colors = {
"best": "#00e600",
"ok": "#80ff80",
"err": "#ff8080",
"poor": "#ffb84d"
}
if self.out == "latex":
self.default_colors = ["default1", "default2"]
self.header_color = "header"
self.colors = {
"best": "best",
"ok": "ok",
"err": "err",
"poor": "poor"
}
self.err_eps = 1e-4
self.eps_iter = 1
self.eps_tsec = 1
self.floatstr = "{0:.6E}"
self.files = files
self.csv_dicts = [(name, utils.getResultsAsDict(file))
for name, file in files]
self.solver = [i[0] for i in self.csv_dicts]
if problems is None:
keys = [i for d in self.csv_dicts for i in d[1].keys()]
problems = sorted(list(set(keys)))
self.problems = problems
if problem_header is None:
problem_header = ["name", "bounds", "n", "m"]
self.problem_header = problem_header
if result_header is None:
result_header = ["success", "f", "iter", "tsec", "msg"]
self.result_header = result_header
self.rfuncmap = {
"success": self.calc_success,
"f": self.calc_f,
"iter": self.calc_iter,
"tsec": self.calc_tsec,
"msg": self.calc_msg
}
rows = []
header = self.build_header()
if self.out == "latex":
rows = [header[:]]
for i, problem in enumerate(self.problems):
if i % 10 == 0 and self.out == "html":
rows.append(header)
rows.append(self.build_row(problem, i))
if self.out == "html":
html_table = utils.toHtmlColorTable(rows)
result_string = utils.toHtml(html_table)
utils.toFile(result_string, "table.html")
if self.out == "latex":
latex_table = utils.toLatexColorTable(rows)
utils.toFile(latex_table, "table.tex")
result_string = latex_table
return result_string
dugong = cv.adaptiveThreshold(dugong, 255, cv.ADAPTIVE_THRESH_GAUSSIAN_C,
cv.THRESH_BINARY, blockSize, inbuiltBlur)
ker = np.ones((10, 10), np.uint8)
dugong = cv.morphologyEx(dugong, cv.MORPH_OPEN, ker)
ker = np.ones((4, 5), np.uint8)
dugong = cv.morphologyEx(dugong, cv.MORPH_CLOSE, ker)
_, card = cv.threshold(card, 0, 255, cv.THRESH_BINARY + cv.THRESH_OTSU)
dugong = cv.bitwise_not(dugong)
card = cv.bitwise_not(card)
cv.imwrite("./out_files/task_3/dugong_objects/BinaryImage.png", dugong)
cv.imwrite("./out_files/task_3/card_objects/BinaryImage.png", card)
dugong = cv.bitwise_not(dugong)
card = cv.bitwise_not(card)
dugong = utils.imgToBinary(dugong)
card = utils.imgToBinary(card)
utils.toFile(dugong, './out_files/task_3/dugong_objects/dugong.txt')
utils.toFile(card, './out_files/task_3/card_objects/card_before.txt'
) # will look strange but it is correct
utils.concon(dugong)
utils.concon(card) # my connected components method
utils.toFile(dugong, './out_files/task_3/dugong_objects/dugong_objects.txt')
utils.toFile(card, './out_files/task_3/card_objects/card_objects.txt')
dugongObjs = utils.conObjects(dugong)
cardObjs = utils.conObjects(card)
objs = [(dugongObjs, './images/Dugong.jpg',
'./out_files/task_3/dugong_objects/detectedObjectsCCL.png',
'./out_files/task_3/dugong_objects/'),
(cardObjs, './images/diamond2.png',
'./out_files/task_3/card_objects/detectedObjectsCCL.png',