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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 random
import time
from typing import Iterable
from opentelemetry.metrics import (
CallbackOptions,
Observation,
get_meter_provider,
set_meter_provider,
)
from opentelemetry.sdk.metrics import MeterProvider, ObservableGauge
from opentelemetry.sdk.metrics.export import (
ConsoleMetricExporter,
PeriodicExportingMetricReader,
)
from opentelemetry.sdk.metrics.view import View
# Create a view matching the observable gauge instrument `observable_gauge`
# and configure the attributes in the result metric stream
# to contain only the attributes with keys with `k_3` and `k_5`
view_with_attributes_limit = View(
instrument_type=ObservableGauge,
instrument_name="observable_gauge",
attribute_keys={"k_3", "k_5"},
)
exporter = ConsoleMetricExporter()
reader = PeriodicExportingMetricReader(exporter, export_interval_millis=1_000)
provider = MeterProvider(
metric_readers=[
reader,
],
views=[
view_with_attributes_limit,
],
)
set_meter_provider(provider)
meter = get_meter_provider().get_meter("reduce-cardinality-with-view", "0.1.2")
def observable_gauge_func(options: CallbackOptions) -> Iterable[Observation]:
attrs = {}
for i in range(random.randint(1, 100)):
attrs[f"k_{i}"] = f"v_{i}"
yield Observation(1, attrs)
# Async gauge
observable_gauge = meter.create_observable_gauge(
"observable_gauge",
[observable_gauge_func],
)
while 1:
time.sleep(1)
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