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9 changes: 8 additions & 1 deletion sdc/tests/tests_perf/test_perf_base.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,14 @@ class TestBase(unittest.TestCase):

@classmethod
def setUpClass(cls):
cls.test_results = TestResults()
drivers = []
if is_true(os.environ.get('SDC_TEST_PERF_EXCEL', True)):
drivers.append(ExcelResultsDriver('perf_results.xlsx'))
if is_true(os.environ.get('SDC_TEST_PERF_CSV', False)):
drivers.append(CSVResultsDriver('perf_results.csv'))

cls.test_results = TestResults(drivers)

if is_true(os.environ.get('LOAD_PREV_RESULTS')):
cls.test_results.load()

Expand Down
100 changes: 74 additions & 26 deletions sdc/tests/tests_perf/test_perf_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -195,13 +195,78 @@ def get_times(f, *args, iter_number=5):
return exec_times, boxing_times


class ResultsDriver:
"""Base class. Load and dump results."""

def __init__(self, file_name, raw_file_name=None):
self.file_name = file_name
self.raw_file_name = raw_file_name if raw_file_name else f'raw_{file_name}'
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class ExcelResultsDriver(ResultsDriver):
# openpyxl need to be installed

def dump_grouped_data(self, grouped_data, logger=None):
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try:
with pandas.ExcelWriter(self.file_name) as writer:
grouped_data.to_excel(writer)
except ModuleNotFoundError as e:
if logger:
msg = 'Could not dump the results to "%s": %s'
logger.warning(msg, self.file_name, e)

def dump_test_results_data(self, test_results_data, logger=None):
try:
with pandas.ExcelWriter(self.raw_file_name) as writer:
test_results_data.to_excel(writer, index=False)
except ModuleNotFoundError as e:
if logger:
msg = 'Could not dump raw results to "%s": %s'
logger.warning(msg, self.raw_file_name, e)

def load(self, logger=None):
raw_perf_results_xlsx = Path(self.raw_file_name)
if raw_perf_results_xlsx.exists():
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with raw_perf_results_xlsx.open('rb') as fd:
# xlrd need to be installed
try:
return pandas.read_excel(fd)
except ModuleNotFoundError as e:
if logger:
msg = 'Could not load previous results from %s: %s'
logger.warning(msg, self.raw_file_name, e)


class CSVResultsDriver(ResultsDriver):

def dump_grouped_data(self, grouped_data, logger=None):
grouped_data.to_csv(self.file_name)

def dump_test_results_data(self, test_results_data, logger=None):
test_results_data.to_csv(self.raw_file_name)

def load(self, logger=None):
raw_perf_results_csv = Path(self.raw_file_name)
if raw_perf_results_csv.exists():
with raw_perf_results_csv.open('rb') as fd:
# xlrd need to be installed
try:
return pandas.read_csv(fd)
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except ModuleNotFoundError as e:
if logger:
msg = 'Could not load previous results from %s: %s'
logger.warning(msg, self.raw_file_name, e)


class TestResults:
perf_results_xlsx = 'perf_results.xlsx'
raw_perf_results_xlsx = 'raw_perf_results.xlsx'
index = ['name', 'N', 'type', 'size']
test_results_data = pandas.DataFrame(index=index)
logger = setup_logging()

def __init__(self, drivers=None):
self.drivers = drivers
self.default_driver = drivers[0] if drivers else None

@property
def grouped_data(self):
"""
Expand Down Expand Up @@ -272,35 +337,18 @@ def dump(self):
"""
Dump performance testing results from global data storage to excel
"""
# openpyxl need to be installed

try:
with pandas.ExcelWriter(self.perf_results_xlsx) as writer:
self.grouped_data.to_excel(writer)
except ModuleNotFoundError as e:
msg = 'Could not dump the results to "%s": %s'
self.logger.warning(msg, self.perf_results_xlsx, e)

try:
with pandas.ExcelWriter(self.raw_perf_results_xlsx) as writer:
self.test_results_data.to_excel(writer, index=False)
except ModuleNotFoundError as e:
msg = 'Could not dump raw results to "%s": %s'
self.logger.warning(msg, self.raw_perf_results_xlsx, e)
for d in self.drivers:
d.dump_grouped_data(self.grouped_data, self.logger)
d.dump_test_results_data(self.test_results_data, self.logger)

def load(self):
"""
Load existing performance testing results from excel to global data storage
"""
raw_perf_results_xlsx = Path(self.raw_perf_results_xlsx)
if raw_perf_results_xlsx.exists():
with raw_perf_results_xlsx.open('rb') as fd:
# xlrd need to be installed
try:
self.test_results_data = pandas.read_excel(fd)
except ModuleNotFoundError as e:
msg = 'Could not load previous results from %s: %s'
self.logger.warning(msg, raw_perf_results_xlsx, e)
if self.default_driver:
test_results_data = self.default_driver.load(self.logger)
if test_results_data is not None:
self.test_results_data = test_results_data
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class TestResultsStr(TestResults):
Expand Down