def test_aggregate_results(self):
self.maxDiff = None
self.assertEqual(BenchmarkResults._aggregate_results(
{'SomeTest': {'metrics': {'Time': {'current': [1, 2, 3]}}}}),
{'SomeTest': {'metrics': {'Time': {None: {'current': [1, 2, 3]}}}, 'tests': {}}})
self.assertEqual(BenchmarkResults._aggregate_results(
{'SomeTest': {
'metrics': {'Time': ['Total']},
'tests': {
'SubTest1': {'metrics': {'Time': {'current': [1, 2, 3]}}},
'SubTest2': {'metrics': {'Time': {'current': [4, 5, 6]}}}}}}),
{'SomeTest': {
'metrics': {'Time': {'Total': {'current': [5, 7, 9]}}},
'tests': {
'SubTest1': {'metrics': {'Time': {None: {'current': [1, 2, 3]}}}, 'tests': {}},
'SubTest2': {'metrics': {'Time': {None: {'current': [4, 5, 6]}}}, 'tests': {}}}}})
self.assertEqual(BenchmarkResults._aggregate_results(
{'SomeTest': {
'metrics': {'Time': ['Total'], 'Runs': ['Total']},
'tests': {
'SubTest1': {'metrics': {'Time': {'current': [1, 2, 3]}}},
'SubTest2': {'metrics': {'Time': {'current': [4, 5, 6]}}},
'SubTest3': {'metrics': {'Runs': {'current': [7, 8, 9]}}}}}}),
{'SomeTest': {
'metrics': {
'Time': {'Total': {'current': [5, 7, 9]}},
'Runs': {'Total': {'current': [7, 8, 9]}}},
'tests': {
'SubTest1': {'metrics': {'Time': {None: {'current': [1, 2, 3]}}}, 'tests': {}},
'SubTest2': {'metrics': {'Time': {None: {'current': [4, 5, 6]}}}, 'tests': {}},
'SubTest3': {'metrics': {'Runs': {None: {'current': [7, 8, 9]}}}, 'tests': {}}}}})
def test_format_values_with_time(self):
self.assertEqual(BenchmarkResults._format_values('Time', [1, 2, 3]), '2.0ms stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Time', [10, 20, 30]), '20ms stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Time', [100, 200, 300]), '200ms stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Time', [1000, 2000, 3000]), '2.0s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Time', [10000, 20000, 30000]), '20s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Time', [100000, 200000, 300000]), '200s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Time', [0.11, 0.12, 0.13]), '120us stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Time', [0.011, 0.012, 0.013]), '12.0us stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Time', [0.0011, 0.0012, 0.0013]), '1.20us stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Time', [0.00011, 0.00012, 0.00013]), '120ns stdev=8.3%')
def test_format_values_with_iteration_values(self):
self.assertEqual(BenchmarkResults._format_values('Time', [1, 2, 3], show_iteration_values=True), '2.0ms stdev=50.0% [1.0, 2.0, 3.0]')
self.assertEqual(BenchmarkResults._format_values('Time', [10, 20, 30], show_iteration_values=True), '20ms stdev=50.0% [10, 20, 30]')
self.assertEqual(BenchmarkResults._format_values('Time', [100, 200, 300], show_iteration_values=True), '200ms stdev=50.0% [100, 200, 300]')
self.assertEqual(BenchmarkResults._format_values('Time', [1000, 2000, 3000], show_iteration_values=True), '2.0s stdev=50.0% [1.0, 2.0, 3.0]')
self.assertEqual(BenchmarkResults._format_values('Time', [10000, 20000, 30000], show_iteration_values=True), '20s stdev=50.0% [10, 20, 30]')
self.assertEqual(BenchmarkResults._format_values('Time', [100000, 200000, 300000], show_iteration_values=True), '200s stdev=50.0% [100, 200, 300]')
self.assertEqual(BenchmarkResults._format_values('Time', [0.11, 0.12, 0.13], show_iteration_values=True), '120us stdev=8.3% [110, 120, 130]')
self.assertEqual(BenchmarkResults._format_values('Time', [0.011, 0.012, 0.013], show_iteration_values=True), '12.0us stdev=8.3% [11.0, 12.0, 13.0]')
self.assertEqual(BenchmarkResults._format_values('Time', [0.0011, 0.0012, 0.0013], show_iteration_values=True), '1.20us stdev=8.3% [1.10, 1.20, 1.30]')
self.assertEqual(BenchmarkResults._format_values('Time', [0.00011, 0.00012, 0.00013], show_iteration_values=True), '120ns stdev=8.3% [110, 120, 130]')
def test_aggregate_nested_results(self):
self.maxDiff = None
self.assertEqual(BenchmarkResults._aggregate_results(
{'SomeTest': {
'metrics': {'Time': ['Total']},
'tests': {
'SubTest1': {
'metrics': {'Time': ['Total']},
'tests': {
'GrandChild1': {'metrics': {'Time': {'current': [1, 2]}}},
'GrandChild2': {'metrics': {'Time': {'current': [3, 4]}}}}},
'SubTest2': {'metrics': {'Time': {'current': [5, 6]}}}}}}),
{'SomeTest': {
'metrics': {'Time': {'Total': {'current': [9, 12]}}},
'tests': {
'SubTest1': {
'metrics': {'Time': {'Total': {'current': [4, 6]}}},
'tests': {
'GrandChild1': {'metrics': {'Time': {None: {'current': [1, 2]}}}, 'tests': {}},
'GrandChild2': {'metrics': {'Time': {None: {'current': [3, 4]}}}, 'tests': {}}}},
'SubTest2': {'metrics': {'Time': {None: {'current': [5, 6]}}}, 'tests': {}}}}})
self.assertEqual(BenchmarkResults._aggregate_results(
{'SomeTest': {
'metrics': {'Time': ['Total']},
'tests': {
'SubTest1': {
'metrics': {'Time': ['Total', 'Arithmetic']},
'tests': {
'GrandChild1': {'metrics': {'Time': {'current': [1, 2]}}},
'GrandChild2': {'metrics': {'Time': {'current': [3, 4]}}}}},
'SubTest2': {'metrics': {'Time': {'current': [5, 6]}}}}}}),
{'SomeTest': {
'metrics': {'Time': {'Total': {'current': [9, 12]}}},
'tests': {
'SubTest1': {
'metrics': {'Time': {'Total': {'current': [4, 6]}, 'Arithmetic': {'current': [2, 3]}}},
'tests': {
'GrandChild1': {'metrics': {'Time': {None: {'current': [1, 2]}}}, 'tests': {}},
'GrandChild2': {'metrics': {'Time': {None: {'current': [3, 4]}}}, 'tests': {}}}},
'SubTest2': {'metrics': {'Time': {None: {'current': [5, 6]}}}, 'tests': {}}}}})
def test_aggregate_results_with_gropus(self):
self.maxDiff = None
self.assertEqual(BenchmarkResults._aggregate_results(
{'SomeTest': {
'metrics': {'Time': ['Total']},
'tests': {
'SubTest1': {'metrics': {'Time': {'current': [[1, 2], [3, 4]]}}},
'SubTest2': {'metrics': {'Time': {'current': [[5, 6], [7, 8]]}}}}}}),
{'SomeTest': {
'metrics': {'Time': {'Total': {'current': [6, 8, 10, 12]}}},
'tests': {
'SubTest1': {'metrics': {'Time': {None: {'current': [1, 2, 3, 4]}}}, 'tests': {}},
'SubTest2': {'metrics': {'Time': {None: {'current': [5, 6, 7, 8]}}}, 'tests': {}}}}})
def test_format(self):
result = BenchmarkResults({'SomeTest': {'metrics': {'Time': {'current': [1, 2, 3]}}}})
self.assertEqual(result.format(), 'SomeTest:Time: 2.0ms stdev=50.0%\n')
result = BenchmarkResults({'SomeTest': {'metrics': {'Time': {'current': [1, 2, 3]}, 'Score': {'current': [2, 3, 4]}}}})
self.assertEqual(result.format(), '''
SomeTest:Score: 3.0pt stdev=33.3%
:Time: 2.0ms stdev=50.0%
'''[1:])
result = BenchmarkResults({'SomeTest': {
'metrics': {'Time': ['Total', 'Arithmetic']},
'tests': {
'SubTest1': {'metrics': {'Time': {'current': [1, 2, 3]}}},
'SubTest2': {'metrics': {'Time': {'current': [4, 5, 6]}}}}}})
self.assertEqual(result.format(), '''
SomeTest:Time:Arithmetic: 3.0ms stdev=33.3%
:Time:Total: 7.0ms stdev=28.6%
SubTest1:Time: 2.0ms stdev=50.0%
SubTest2:Time: 5.0ms stdev=20.0%
'''[1:])
def test_format_values_with_no_unit_scaling_and_iteration_values(self):
self.assertEqual(BenchmarkResults._format_values('Runs', [1, 2, 3], scale_unit=False, show_iteration_values=True),
'2.000/s stdev=50.0% [1.000, 2.000, 3.000]')
self.assertEqual(BenchmarkResults._format_values('Runs', [100, 200, 300], scale_unit=False, show_iteration_values=True),
'200.000/s stdev=50.0% [100.000, 200.000, 300.000]')
self.assertEqual(BenchmarkResults._format_values('Runs', [1000, 2000, 3000], scale_unit=False, show_iteration_values=True),
'2000.000/s stdev=50.0% [1000.000, 2000.000, 3000.000]')
self.assertEqual(BenchmarkResults._format_values('Runs', [1000000, 2000000, 3000000], scale_unit=False, show_iteration_values=True),
'2000000.000/s stdev=50.0% [1000000.000, 2000000.000, 3000000.000]')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.1, 0.2, 0.3], scale_unit=False, show_iteration_values=True),
'0.200/s stdev=50.0% [0.100, 0.200, 0.300]')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.0001, 0.0002, 0.0003], scale_unit=False, show_iteration_values=True),
'0.000/s stdev=50.0% [0.000, 0.000, 0.000]')
def test_aggregate_results_from_another_aggregator(self):
self.maxDiff = None
self.assertEqual(BenchmarkResults._aggregate_results(
{'SomeTest': {
'metrics': {'Time': ['Arithmetic', 'Geometric']},
'tests': {
'SubTest1': {
'metrics': {'Time': ['Total']},
'tests': {
'GrandChild1': {'metrics': {'Time': {'current': [1, 2]}}},
'GrandChild2': {'metrics': {'Time': {'current': [3, 4]}}}}},
'SubTest2': {'metrics': {'Time': {'current': [9, 24]}}}}}}),
{'SomeTest': {
'metrics': {'Time': {'Geometric': {'current': [6.0, 12.0]}, 'Arithmetic': {'current': [6, 15]}}},
'tests': {
'SubTest1': {
'metrics': {'Time': {'Total': {'current': [4, 6]}}},
'tests': {
'GrandChild1': {'metrics': {'Time': {None: {'current': [1, 2]}}}, 'tests': {}},
'GrandChild2': {'metrics': {'Time': {None: {'current': [3, 4]}}}, 'tests': {}}}},
'SubTest2': {'metrics': {'Time': {None: {'current': [9, 24]}}}, 'tests': {}}}}})
def show_results(cls, results, scale_unit=True):
results = BenchmarkResults(results)
print results.format(scale_unit)
def show_results(cls, results, scale_unit=True, show_iteration_values=False):
results = BenchmarkResults(results)
print(results.format(scale_unit, show_iteration_values))
def show_results(cls, results, scale_unit=True):
results = BenchmarkResults(results)
print(results.format(scale_unit))
def _show_results(cls, results):
results = BenchmarkResults(results)
print results.format()
def _show_results(cls, results):
results = BenchmarkResults(results)
print results.format()
def test_format_values_with_no_unit_scaling(self):
self.assertEqual(BenchmarkResults._format_values('Runs', [1, 2, 3], scale_unit=False), '2.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [10, 20, 30], scale_unit=False), '20.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [100, 200, 300], scale_unit=False), '200.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [1000, 2000, 3000], scale_unit=False), '2000.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [10000, 20000, 30000], scale_unit=False), '20000.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [100000, 200000, 300000], scale_unit=False), '200000.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [1000000, 2000000, 3000000], scale_unit=False), '2000000.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.1, 0.2, 0.3], scale_unit=False), '0.200/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.01, 0.02, 0.03], scale_unit=False), '0.020/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.001, 0.002, 0.003], scale_unit=False), '0.002/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.0001, 0.0002, 0.0003], scale_unit=False), '0.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.00001, 0.00002, 0.00003], scale_unit=False), '0.000/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.000001, 0.000002, 0.000003], scale_unit=False), '0.000/s stdev=50.0%')
def test_format_values_with_no_error(self):
self.assertEqual(BenchmarkResults._format_values('Time', [1, 1, 1]), '1.00ms stdev=0.0%')
def test_format_values_with_small_error(self):
self.assertEqual(BenchmarkResults._format_values('Runs', [1.1, 1.2, 1.3]), '1.20/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [11, 12, 13]), '12.0/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [110, 120, 130]), '120/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [1100, 1200, 1300]), '1.20K/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [11000, 12000, 13000]), '12.0K/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [110000, 120000, 130000]), '120K/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [1100000, 1200000, 1300000]), '1.20M/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.11, 0.12, 0.13]), '120m/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.011, 0.012, 0.013]), '12.0m/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.0011, 0.0012, 0.0013]), '1.20m/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.00011, 0.00012, 0.00013]), '120u/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.000011, 0.000012, 0.000013]), '12.0u/s stdev=8.3%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.0000011, 0.0000012, 0.0000013]), '1.20u/s stdev=8.3%')
def test_format_values_with_large_error(self):
self.assertEqual(BenchmarkResults._format_values('Runs', [1, 2, 3]), '2.0/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [10, 20, 30]), '20/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [100, 200, 300]), '200/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [1000, 2000, 3000]), '2.0K/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [10000, 20000, 30000]), '20K/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [100000, 200000, 300000]), '200K/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [1000000, 2000000, 3000000]), '2.0M/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.1, 0.2, 0.3]), '200m/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.01, 0.02, 0.03]), '20m/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.001, 0.002, 0.003]), '2.0m/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.0001, 0.0002, 0.0003]), '200u/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.00001, 0.00002, 0.00003]), '20u/s stdev=50.0%')
self.assertEqual(BenchmarkResults._format_values('Runs', [0.000001, 0.000002, 0.000003]), '2.0u/s stdev=50.0%')
def test_init(self):
results = BenchmarkResults({'SomeTest': {'metrics': {'Time': {'current': [1, 2, 3]}}}})
self.assertEqual(results._results, {'SomeTest': {'metrics': {'Time': {None: {'current': [1, 2, 3]}}}, 'tests': {}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" contains non-numeric value: \[1, 2, "a"\]'):
BenchmarkResults({'SomeTest': {'metrics': {'Time': {'current': [1, 2, 'a']}}}})
def test_lint_results(self):
with self.assertRaisesRegexp(TypeError, r'"SomeTest" does not contain metrics or tests'):
BenchmarkResults._lint_results({'SomeTest': {}})
with self.assertRaisesRegexp(TypeError, r'The metrics in "SomeTest" is not a dictionary'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': []}})
with self.assertRaisesRegexp(TypeError, r'The aggregator list is empty in "Time" metric of "SomeTest"'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': []}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" is not wrapped by a configuration; e.g. "current"'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': [1, 2]}}})
self.assertTrue(BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': {'current': [1, 2]}}}}))
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" was not an aggregator list or a dictionary of configurations: 1'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': 1}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" contains non-numeric value: \["Total"\]'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': {'current': ['Total']}}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" contains non-numeric value: \["Total", "Geometric"\]'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': {'current': [['Total', 'Geometric']]}}}})
with self.assertRaisesRegexp(TypeError, r'"SomeTest" requires aggregation but it has no subtests'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['Total']}}})
with self.assertRaisesRegexp(TypeError, r'"OtherTest" requires aggregation but it has no subtests'):
BenchmarkResults._lint_results({'OtherTest': {'metrics': {'Time': ['Total']}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" had invalid aggregator list: \["Total", "Total"\]'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['Total', 'Total']}, 'tests': {
'SubTest1': {'metrics': {'Time': {'current': []}}}}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" uses unknown aggregator: KittenMean'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['KittenMean']}, 'tests': {
'SubTest1': {'metrics': {'Time': {'current': []}}}}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" had a mismatching subtest values'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['Total']}, 'tests': {
'SubTest1': {'metrics': {'Time': {'current': [1, 2, 3]}}},
'SubTest2': {'metrics': {'Time': {'current': [4, 5, 6, 7]}}}}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" had a mismatching subtest values'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['Total']}, 'tests': {
'SubTest1': {'metrics': {'Time': {'current': [[1, 2], [3]]}}},
'SubTest2': {'metrics': {'Time': {'current': [[4, 5], [6, 7]]}}}}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" had malformed values: \[1, \[2\], 3\]'):
BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': {'current': [1, [2], 3]}}}})
with self.assertRaisesRegexp(TypeError, r'"Time" metric of "SomeTest" has no value to aggregate as "Arithmetic" in a subtest "SubTest1"'):
BenchmarkResults._lint_results({'SomeTest': {
'metrics': {'Time': ['Arithmetic']},
'tests': {
'SubTest1': {
'metrics': {'Time': ['Total', 'Geometric']},
'tests': {
'GrandChild1': {'metrics': {'Time': {'current': [1, 2]}}},
'GrandChild2': {'metrics': {'Time': {'current': [3, 4]}}}}},
'SubTest2': {'metrics': {'Time': {'current': [9, 24]}}}}}})
self.assertTrue(BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['Total']}, 'tests': {
'SubTest1': {'metrics': {'Time': {'current': [1, 2, 3]}}},
'SubTest2': {'metrics': {'Time': {'current': [4, 5, 6], 'baseline': [7]}}}}}}))
self.assertTrue(BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['Total']}, 'tests': {
'SubTest1': {'metrics': {'Time': {'current': [1, 2, 3]}}},
'SubTest2': {'metrics': {'Runs': {'current': [4, 5, 6, 7]}}}}}}))
self.assertTrue(BenchmarkResults._lint_results({'SomeTest': {'metrics': {'Time': ['Total']}, 'tests': {
'SubTest1': {'metrics': {'Time': {'current': [[1, 2], [3, 4]]}}},
'SubTest2': {'metrics': {'Time': {'current': [[5, 6], [7, 8]]}}}}}}))
def test_format_values_with_small_difference(self):
self.assertEqual(BenchmarkResults._format_values('Time', [5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4]),
'4.05ms stdev=5.5%')
