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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.
import time
from opentelemetry.metrics import get_meter_provider, set_meter_provider
from opentelemetry.sdk.metrics import Counter, MeterProvider
from opentelemetry.sdk.metrics.export import (
AggregationTemporality,
ConsoleMetricExporter,
PeriodicExportingMetricReader,
)
temporality_cumulative = {Counter: AggregationTemporality.CUMULATIVE}
temporality_delta = {Counter: AggregationTemporality.DELTA}
# Use console exporters for the example
# The metrics that are exported using this exporter will represent a cumulative value
exporter = ConsoleMetricExporter(
preferred_temporality=temporality_cumulative,
)
# The metrics that are exported using this exporter will represent a delta value
exporter2 = ConsoleMetricExporter(
preferred_temporality=temporality_delta,
)
# The PeriodicExportingMetricReader takes the preferred aggregation
# from the passed in exporter
reader = PeriodicExportingMetricReader(
exporter,
export_interval_millis=5_000,
)
# The PeriodicExportingMetricReader takes the preferred aggregation
# from the passed in exporter
reader2 = PeriodicExportingMetricReader(
exporter2,
export_interval_millis=5_000,
)
provider = MeterProvider(metric_readers=[reader, reader2])
set_meter_provider(provider)
meter = get_meter_provider().get_meter("preferred-temporality", "0.1.2")
counter = meter.create_counter("my-counter")
# Two metrics are expected to be printed to the console per export interval.
# The metric originating from the metric exporter with a preferred temporality
# of cumulative will keep a running sum of all values added.
# The metric originating from the metric exporter with a preferred temporality
# of delta will have the sum value reset each export interval.
counter.add(5)
time.sleep(10)
counter.add(20)
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