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test_meter_provider.py
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668 lines (602 loc) · 23.5 KB
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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.
# Tests access private members of SDK classes to assert correct configuration.
# pylint: disable=protected-access
import os
import sys
import unittest
from unittest.mock import MagicMock, patch
from opentelemetry.sdk._configuration._meter_provider import (
configure_meter_provider,
create_meter_provider,
)
from opentelemetry.sdk._configuration.file._loader import ConfigurationError
from opentelemetry.sdk._configuration.models import (
Aggregation as AggregationConfig,
)
from opentelemetry.sdk._configuration.models import (
Base2ExponentialBucketHistogramAggregation as Base2Config,
)
from opentelemetry.sdk._configuration.models import (
ConsoleMetricExporter as ConsoleMetricExporterConfig,
)
from opentelemetry.sdk._configuration.models import (
ExemplarFilter as ExemplarFilterConfig,
)
from opentelemetry.sdk._configuration.models import (
ExplicitBucketHistogramAggregation as ExplicitBucketConfig,
)
from opentelemetry.sdk._configuration.models import (
ExporterDefaultHistogramAggregation,
ExporterTemporalityPreference,
IncludeExclude,
InstrumentType,
ViewSelector,
ViewStream,
)
from opentelemetry.sdk._configuration.models import (
MeterProvider as MeterProviderConfig,
)
from opentelemetry.sdk._configuration.models import (
MetricReader as MetricReaderConfig,
)
from opentelemetry.sdk._configuration.models import (
OtlpGrpcMetricExporter as OtlpGrpcMetricExporterConfig,
)
from opentelemetry.sdk._configuration.models import (
OtlpHttpMetricExporter as OtlpHttpMetricExporterConfig,
)
from opentelemetry.sdk._configuration.models import (
PeriodicMetricReader as PeriodicMetricReaderConfig,
)
from opentelemetry.sdk._configuration.models import (
PushMetricExporter as PushMetricExporterConfig,
)
from opentelemetry.sdk._configuration.models import (
View as ViewConfig,
)
from opentelemetry.sdk.metrics import (
AlwaysOffExemplarFilter,
AlwaysOnExemplarFilter,
Counter,
Histogram,
MeterProvider,
ObservableCounter,
ObservableGauge,
ObservableUpDownCounter,
TraceBasedExemplarFilter,
UpDownCounter,
)
from opentelemetry.sdk.metrics.export import (
AggregationTemporality,
ConsoleMetricExporter,
PeriodicExportingMetricReader,
)
from opentelemetry.sdk.metrics.view import (
DefaultAggregation,
DropAggregation,
ExplicitBucketHistogramAggregation,
ExponentialBucketHistogramAggregation,
LastValueAggregation,
SumAggregation,
View,
)
from opentelemetry.sdk.resources import Resource
class TestCreateMeterProviderBasic(unittest.TestCase):
def test_none_config_returns_provider(self):
provider = create_meter_provider(None)
self.assertIsInstance(provider, MeterProvider)
def test_none_config_uses_supplied_resource(self):
resource = Resource({"service.name": "svc"})
provider = create_meter_provider(None, resource)
self.assertIs(provider._sdk_config.resource, resource)
def test_none_config_no_readers(self):
provider = create_meter_provider(None)
self.assertEqual(len(provider._sdk_config.metric_readers), 0)
def test_none_config_uses_trace_based_exemplar_filter(self):
provider = create_meter_provider(None)
self.assertIsInstance(
provider._sdk_config.exemplar_filter, TraceBasedExemplarFilter
)
def test_none_config_does_not_read_exemplar_filter_env_var(self):
with patch.dict(
os.environ, {"OTEL_METRICS_EXEMPLAR_FILTER": "always_on"}
):
provider = create_meter_provider(None)
self.assertIsInstance(
provider._sdk_config.exemplar_filter, TraceBasedExemplarFilter
)
def test_none_config_does_not_read_interval_env_var(self):
config = MeterProviderConfig(
readers=[
MetricReaderConfig(
periodic=PeriodicMetricReaderConfig(
exporter=PushMetricExporterConfig(
console=ConsoleMetricExporterConfig()
)
)
)
]
)
with patch.dict(os.environ, {"OTEL_METRIC_EXPORT_INTERVAL": "999999"}):
provider = create_meter_provider(config)
reader = provider._sdk_config.metric_readers[0]
self.assertIsInstance(reader, PeriodicExportingMetricReader)
self.assertEqual(reader._export_interval_millis, 60000.0)
def test_configure_none_does_not_set_global(self):
original = __import__(
"opentelemetry.metrics", fromlist=["get_meter_provider"]
).get_meter_provider()
configure_meter_provider(None)
after = __import__(
"opentelemetry.metrics", fromlist=["get_meter_provider"]
).get_meter_provider()
self.assertIs(original, after)
def test_configure_with_config_sets_global(self):
config = MeterProviderConfig(readers=[])
with patch(
"opentelemetry.sdk._configuration._meter_provider.metrics.set_meter_provider"
) as mock_set:
configure_meter_provider(config)
mock_set.assert_called_once()
arg = mock_set.call_args[0][0]
self.assertIsInstance(arg, MeterProvider)
def test_empty_readers_list(self):
config = MeterProviderConfig(readers=[])
provider = create_meter_provider(config)
self.assertEqual(len(provider._sdk_config.metric_readers), 0)
class TestCreateMetricReaders(unittest.TestCase):
@staticmethod
def _make_periodic_config(exporter_config, interval=None, timeout=None):
return MeterProviderConfig(
readers=[
MetricReaderConfig(
periodic=PeriodicMetricReaderConfig(
exporter=exporter_config,
interval=interval,
timeout=timeout,
)
)
]
)
def test_console_exporter(self):
config = self._make_periodic_config(
PushMetricExporterConfig(console=ConsoleMetricExporterConfig())
)
provider = create_meter_provider(config)
reader = provider._sdk_config.metric_readers[0]
self.assertIsInstance(reader, PeriodicExportingMetricReader)
self.assertIsInstance(reader._exporter, ConsoleMetricExporter)
def test_periodic_reader_default_interval(self):
config = self._make_periodic_config(
PushMetricExporterConfig(console=ConsoleMetricExporterConfig())
)
provider = create_meter_provider(config)
reader = provider._sdk_config.metric_readers[0]
self.assertEqual(reader._export_interval_millis, 60000.0)
def test_periodic_reader_default_timeout(self):
config = self._make_periodic_config(
PushMetricExporterConfig(console=ConsoleMetricExporterConfig())
)
provider = create_meter_provider(config)
reader = provider._sdk_config.metric_readers[0]
self.assertEqual(reader._export_timeout_millis, 30000.0)
def test_periodic_reader_explicit_interval(self):
config = self._make_periodic_config(
PushMetricExporterConfig(console=ConsoleMetricExporterConfig()),
interval=5000,
)
provider = create_meter_provider(config)
reader = provider._sdk_config.metric_readers[0]
self.assertEqual(reader._export_interval_millis, 5000.0)
def test_periodic_reader_explicit_timeout(self):
config = self._make_periodic_config(
PushMetricExporterConfig(console=ConsoleMetricExporterConfig()),
timeout=10000,
)
provider = create_meter_provider(config)
reader = provider._sdk_config.metric_readers[0]
self.assertEqual(reader._export_timeout_millis, 10000.0)
def test_otlp_http_missing_package_raises(self):
config = self._make_periodic_config(
PushMetricExporterConfig(otlp_http=OtlpHttpMetricExporterConfig())
)
with patch.dict(
sys.modules,
{
"opentelemetry.exporter.otlp.proto.http.metric_exporter": None,
"opentelemetry.exporter.otlp.proto.http": None,
},
):
with self.assertRaises(ConfigurationError) as ctx:
create_meter_provider(config)
self.assertIn("otlp-proto-http", str(ctx.exception))
def test_otlp_http_created_with_endpoint(self):
mock_exporter_cls = MagicMock()
mock_compression_cls = MagicMock()
mock_http_module = MagicMock()
mock_http_module.Compression = mock_compression_cls
mock_module = MagicMock()
mock_module.OTLPMetricExporter = mock_exporter_cls
with patch.dict(
sys.modules,
{
"opentelemetry.exporter.otlp.proto.http.metric_exporter": mock_module,
"opentelemetry.exporter.otlp.proto.http": mock_http_module,
},
):
config = self._make_periodic_config(
PushMetricExporterConfig(
otlp_http=OtlpHttpMetricExporterConfig(
endpoint="http://localhost:4318"
)
)
)
create_meter_provider(config)
_, kwargs = mock_exporter_cls.call_args
self.assertEqual(kwargs["endpoint"], "http://localhost:4318")
self.assertIsNone(kwargs["headers"])
self.assertIsNone(kwargs["timeout"])
self.assertIsNone(kwargs["compression"])
def test_otlp_http_created_with_deflate_compression(self):
mock_exporter_cls = MagicMock()
mock_compression_cls = MagicMock()
mock_compression_cls.Deflate = "deflate_val"
mock_http_module = MagicMock()
mock_http_module.Compression = mock_compression_cls
mock_module = MagicMock()
mock_module.OTLPMetricExporter = mock_exporter_cls
with patch.dict(
sys.modules,
{
"opentelemetry.exporter.otlp.proto.http.metric_exporter": mock_module,
"opentelemetry.exporter.otlp.proto.http": mock_http_module,
},
):
config = self._make_periodic_config(
PushMetricExporterConfig(
otlp_http=OtlpHttpMetricExporterConfig(
compression="deflate"
)
)
)
create_meter_provider(config)
_, kwargs = mock_exporter_cls.call_args
self.assertEqual(kwargs["compression"], "deflate_val")
def test_otlp_grpc_missing_package_raises(self):
config = self._make_periodic_config(
PushMetricExporterConfig(otlp_grpc=OtlpGrpcMetricExporterConfig())
)
with patch.dict(
sys.modules,
{
"opentelemetry.exporter.otlp.proto.grpc.metric_exporter": None,
"grpc": None,
},
):
with self.assertRaises(ConfigurationError) as ctx:
create_meter_provider(config)
self.assertIn("otlp-proto-grpc", str(ctx.exception))
def test_pull_reader_raises(self):
config = MeterProviderConfig(
readers=[MetricReaderConfig(pull=MagicMock())]
)
with self.assertRaises(ConfigurationError):
create_meter_provider(config)
def test_no_reader_type_raises(self):
config = MeterProviderConfig(readers=[MetricReaderConfig()])
with self.assertRaises(ConfigurationError):
create_meter_provider(config)
def test_no_exporter_type_raises(self):
config = self._make_periodic_config(PushMetricExporterConfig())
with self.assertRaises(ConfigurationError):
create_meter_provider(config)
def test_multiple_readers(self):
config = MeterProviderConfig(
readers=[
MetricReaderConfig(
periodic=PeriodicMetricReaderConfig(
exporter=PushMetricExporterConfig(
console=ConsoleMetricExporterConfig()
)
)
),
MetricReaderConfig(
periodic=PeriodicMetricReaderConfig(
exporter=PushMetricExporterConfig(
console=ConsoleMetricExporterConfig()
)
)
),
]
)
provider = create_meter_provider(config)
self.assertEqual(len(provider._sdk_config.metric_readers), 2)
class TestTemporalityAndAggregation(unittest.TestCase):
@staticmethod
def _make_console_config(temporality=None, histogram_agg=None):
return MeterProviderConfig(
readers=[
MetricReaderConfig(
periodic=PeriodicMetricReaderConfig(
exporter=PushMetricExporterConfig(
console=ConsoleMetricExporterConfig(
temporality_preference=temporality,
default_histogram_aggregation=histogram_agg,
)
)
)
)
]
)
@staticmethod
def _get_exporter(config):
provider = create_meter_provider(config)
return provider._sdk_config.metric_readers[0]._exporter
def test_default_temporality_is_cumulative(self):
exporter = self._get_exporter(self._make_console_config())
for instrument_type in (
Counter,
UpDownCounter,
Histogram,
ObservableCounter,
ObservableGauge,
ObservableUpDownCounter,
):
self.assertEqual(
exporter._preferred_temporality[instrument_type],
AggregationTemporality.CUMULATIVE,
)
def test_cumulative_temporality(self):
exporter = self._get_exporter(
self._make_console_config(
temporality=ExporterTemporalityPreference.cumulative
)
)
self.assertEqual(
exporter._preferred_temporality[Counter],
AggregationTemporality.CUMULATIVE,
)
def test_delta_temporality(self):
exporter = self._get_exporter(
self._make_console_config(
temporality=ExporterTemporalityPreference.delta
)
)
self.assertEqual(
exporter._preferred_temporality[Counter],
AggregationTemporality.DELTA,
)
self.assertEqual(
exporter._preferred_temporality[Histogram],
AggregationTemporality.DELTA,
)
self.assertEqual(
exporter._preferred_temporality[UpDownCounter],
AggregationTemporality.CUMULATIVE,
)
self.assertEqual(
exporter._preferred_temporality[ObservableCounter],
AggregationTemporality.DELTA,
)
def test_low_memory_temporality(self):
exporter = self._get_exporter(
self._make_console_config(
temporality=ExporterTemporalityPreference.low_memory
)
)
self.assertEqual(
exporter._preferred_temporality[Counter],
AggregationTemporality.DELTA,
)
self.assertEqual(
exporter._preferred_temporality[ObservableCounter],
AggregationTemporality.CUMULATIVE,
)
def test_default_histogram_aggregation_is_explicit(self):
exporter = self._get_exporter(self._make_console_config())
self.assertIsInstance(
exporter._preferred_aggregation[Histogram],
ExplicitBucketHistogramAggregation,
)
def test_explicit_histogram_aggregation(self):
exporter = self._get_exporter(
self._make_console_config(
histogram_agg=ExporterDefaultHistogramAggregation.explicit_bucket_histogram
)
)
self.assertIsInstance(
exporter._preferred_aggregation[Histogram],
ExplicitBucketHistogramAggregation,
)
def test_base2_exponential_histogram_aggregation(self):
exporter = self._get_exporter(
self._make_console_config(
histogram_agg=ExporterDefaultHistogramAggregation.base2_exponential_bucket_histogram
)
)
self.assertIsInstance(
exporter._preferred_aggregation[Histogram],
ExponentialBucketHistogramAggregation,
)
def test_temporality_suppresses_env_var(self):
with patch.dict(
os.environ,
{"OTEL_EXPORTER_OTLP_METRICS_TEMPORALITY_PREFERENCE": "DELTA"},
):
exporter = self._get_exporter(self._make_console_config())
# Config has no preference → default cumulative, env var ignored
self.assertEqual(
exporter._preferred_temporality[Counter],
AggregationTemporality.CUMULATIVE,
)
class TestCreateViews(unittest.TestCase):
@staticmethod
def _make_view_config(selector_kwargs=None, stream_kwargs=None):
selector = ViewSelector(
**(selector_kwargs or {"instrument_name": "*"})
)
stream = ViewStream(**(stream_kwargs or {}))
return MeterProviderConfig(
readers=[],
views=[ViewConfig(selector=selector, stream=stream)],
)
@staticmethod
def _get_view(config):
provider = create_meter_provider(config)
return provider._sdk_config.views[0]
def test_view_created(self):
config = self._make_view_config()
provider = create_meter_provider(config)
self.assertEqual(len(provider._sdk_config.views), 1)
self.assertIsInstance(provider._sdk_config.views[0], View)
def test_selector_instrument_name(self):
view = self._get_view(
self._make_view_config({"instrument_name": "my.metric"})
)
self.assertEqual(view._instrument_name, "my.metric")
def test_selector_instrument_type(self):
view = self._get_view(
self._make_view_config({"instrument_type": InstrumentType.counter})
)
self.assertIs(view._instrument_type, Counter)
def test_selector_meter_name(self):
view = self._get_view(
self._make_view_config({"meter_name": "my.meter"})
)
self.assertEqual(view._meter_name, "my.meter")
def test_stream_name(self):
view = self._get_view(
self._make_view_config(
{"instrument_name": "my.metric"},
stream_kwargs={"name": "renamed"},
)
)
self.assertEqual(view._name, "renamed")
def test_stream_description(self):
view = self._get_view(
self._make_view_config(
stream_kwargs={"description": "a description"}
)
)
self.assertEqual(view._description, "a description")
def test_stream_attribute_keys_included(self):
view = self._get_view(
self._make_view_config(
stream_kwargs={
"attribute_keys": IncludeExclude(included=["key1", "key2"])
}
)
)
self.assertEqual(view._attribute_keys, {"key1", "key2"})
def test_stream_attribute_keys_excluded_logs_warning(self):
config = self._make_view_config(
stream_kwargs={"attribute_keys": IncludeExclude(excluded=["key1"])}
)
with self.assertLogs(
"opentelemetry.sdk._configuration._meter_provider", level="WARNING"
) as log:
create_meter_provider(config)
self.assertTrue(any("excluded" in msg for msg in log.output))
def test_stream_aggregation_drop(self):
view = self._get_view(
self._make_view_config(
stream_kwargs={"aggregation": AggregationConfig(drop={})}
)
)
self.assertIsInstance(view._aggregation, DropAggregation)
def test_stream_aggregation_explicit_bucket_histogram_with_boundaries(
self,
):
view = self._get_view(
self._make_view_config(
stream_kwargs={
"aggregation": AggregationConfig(
explicit_bucket_histogram=ExplicitBucketConfig(
boundaries=[1.0, 5.0, 10.0]
)
)
}
)
)
self.assertIsInstance(
view._aggregation, ExplicitBucketHistogramAggregation
)
self.assertEqual(list(view._aggregation._boundaries), [1.0, 5.0, 10.0])
def test_stream_aggregation_base2_exponential_with_params(self):
view = self._get_view(
self._make_view_config(
stream_kwargs={
"aggregation": AggregationConfig(
base2_exponential_bucket_histogram=Base2Config(
max_size=64, max_scale=5
)
)
}
)
)
self.assertIsInstance(
view._aggregation, ExponentialBucketHistogramAggregation
)
def test_stream_aggregation_last_value(self):
view = self._get_view(
self._make_view_config(
stream_kwargs={"aggregation": AggregationConfig(last_value={})}
)
)
self.assertIsInstance(view._aggregation, LastValueAggregation)
def test_stream_aggregation_sum(self):
view = self._get_view(
self._make_view_config(
stream_kwargs={"aggregation": AggregationConfig(sum={})}
)
)
self.assertIsInstance(view._aggregation, SumAggregation)
def test_stream_aggregation_default(self):
view = self._get_view(
self._make_view_config(
stream_kwargs={"aggregation": AggregationConfig(default={})}
)
)
self.assertIsInstance(view._aggregation, DefaultAggregation)
class TestExemplarFilter(unittest.TestCase):
@staticmethod
def _make_config(exemplar_filter):
return MeterProviderConfig(readers=[], exemplar_filter=exemplar_filter)
def test_always_on(self):
provider = create_meter_provider(
self._make_config(ExemplarFilterConfig.always_on)
)
self.assertIsInstance(
provider._sdk_config.exemplar_filter, AlwaysOnExemplarFilter
)
def test_always_off(self):
provider = create_meter_provider(
self._make_config(ExemplarFilterConfig.always_off)
)
self.assertIsInstance(
provider._sdk_config.exemplar_filter, AlwaysOffExemplarFilter
)
def test_trace_based(self):
provider = create_meter_provider(
self._make_config(ExemplarFilterConfig.trace_based)
)
self.assertIsInstance(
provider._sdk_config.exemplar_filter, TraceBasedExemplarFilter
)
def test_absent_defaults_to_trace_based(self):
provider = create_meter_provider(MeterProviderConfig(readers=[]))
self.assertIsInstance(
provider._sdk_config.exemplar_filter, TraceBasedExemplarFilter
)