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111 changes: 111 additions & 0 deletions
111
opentelemetry-sdk/benchmarks/metrics/test_benchmark_metrics_histogram_steady.py
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# Copyright The OpenTelemetry Authors | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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# pylint: disable=invalid-name | ||
import itertools | ||
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from opentelemetry.sdk.metrics import MeterProvider | ||
from opentelemetry.sdk.metrics.export import InMemoryMetricReader | ||
from opentelemetry.sdk.metrics.view import ( | ||
ExplicitBucketHistogramAggregation, | ||
View, | ||
) | ||
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MAX_BOUND_VALUE = 10000 | ||
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def _generate_bounds(bound_count): | ||
bounds = [] | ||
for i in range(bound_count): | ||
bounds.append(i * MAX_BOUND_VALUE / bound_count) | ||
return bounds | ||
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hist_view_10 = View( | ||
instrument_name="test_histogram_10_bound", | ||
aggregation=ExplicitBucketHistogramAggregation(_generate_bounds(10)), | ||
) | ||
hist_view_49 = View( | ||
instrument_name="test_histogram_49_bound", | ||
aggregation=ExplicitBucketHistogramAggregation(_generate_bounds(49)), | ||
) | ||
hist_view_50 = View( | ||
instrument_name="test_histogram_50_bound", | ||
aggregation=ExplicitBucketHistogramAggregation(_generate_bounds(50)), | ||
) | ||
hist_view_1000 = View( | ||
instrument_name="test_histogram_1000_bound", | ||
aggregation=ExplicitBucketHistogramAggregation(_generate_bounds(1000)), | ||
) | ||
reader = InMemoryMetricReader() | ||
provider = MeterProvider( | ||
metric_readers=[reader], | ||
views=[ | ||
hist_view_10, | ||
hist_view_49, | ||
hist_view_50, | ||
hist_view_1000, | ||
], | ||
) | ||
meter = provider.get_meter("sdk_meter_provider") | ||
hist = meter.create_histogram("test_histogram_default") | ||
hist10 = meter.create_histogram("test_histogram_10_bound") | ||
hist49 = meter.create_histogram("test_histogram_49_bound") | ||
hist50 = meter.create_histogram("test_histogram_50_bound") | ||
hist1000 = meter.create_histogram("test_histogram_1000_bound") | ||
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def test_histogram_record(benchmark): | ||
values = itertools.cycle(_generate_bounds(10)) | ||
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def benchmark_histogram_record(): | ||
hist.record(next(values)) | ||
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benchmark(benchmark_histogram_record) | ||
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def test_histogram_record_10(benchmark): | ||
values = itertools.cycle(_generate_bounds(10)) | ||
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def benchmark_histogram_record_10(): | ||
hist10.record(next(values)) | ||
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benchmark(benchmark_histogram_record_10) | ||
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def test_histogram_record_49(benchmark): | ||
values = itertools.cycle(_generate_bounds(49)) | ||
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def benchmark_histogram_record_49(): | ||
hist49.record(next(values)) | ||
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benchmark(benchmark_histogram_record_49) | ||
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def test_histogram_record_50(benchmark): | ||
values = itertools.cycle(_generate_bounds(50)) | ||
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def benchmark_histogram_record_50(): | ||
hist50.record(next(values)) | ||
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benchmark(benchmark_histogram_record_50) | ||
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def test_histogram_record_1000(benchmark): | ||
values = itertools.cycle(_generate_bounds(1000)) | ||
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def benchmark_histogram_record_1000(): | ||
hist1000.record(next(values)) | ||
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benchmark(benchmark_histogram_record_1000) |
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