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OpenTelemetry Collector Metrics OpenCensus Exporter Example
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===========================================================
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This example shows how to use the OpenCensus Exporter to export metrics to
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the OpenTelemetry collector.
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The source files of this example are available :scm_web:`here <docs/examples/opencensus-exporter-metrics/>`.
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Installation
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------------
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.. code-block:: sh
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pip install opentelemetry-api
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pip install opentelemetry-sdk
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pip install opentelemetry-ext-opencensusexporter
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Run the Example
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---------------
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Before running the example, it's necessary to run the OpenTelemetry collector
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and Prometheus. The :scm_web:`docker <docs/examples/opencensus-exporter-metrics/docker/>`
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folder contains the a docker-compose template with the configuration of those
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services.
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.. code-block:: sh
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pip install docker-compose
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cd docker
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docker-compose up
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Now, the example can be executed:
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.. code-block:: sh
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python collector.py
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The metrics are available in the Prometheus dashboard at http://localhost:9090/graph,
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look for the "requests" metric on the list.
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Useful links
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------------
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- OpenTelemetry_
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- `OpenTelemetry Collector`_
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- :doc:`../../api/trace`
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- :doc:`../../ext/opencensusexporter/opencensusexporter`
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.. _OpenTelemetry: https://github.com/open-telemetry/opentelemetry-python/
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.. _OpenTelemetry Collector: https://github.com/open-telemetry/opentelemetry-collector
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# Copyright The OpenTelemetry Authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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"""
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This example shows how to export metrics to the OT collector.
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"""
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from opentelemetry import metrics
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from opentelemetry.ext.opencensusexporter.metrics_exporter import (
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OpenCensusMetricsExporter,
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)
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from opentelemetry.sdk.metrics import Counter, MeterProvider
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from opentelemetry.sdk.metrics.export.controller import PushController
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exporter = OpenCensusMetricsExporter(
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service_name="basic-service", endpoint="localhost:55678"
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)
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metrics.set_meter_provider(MeterProvider())
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meter = metrics.get_meter(__name__)
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controller = PushController(meter, exporter, 5)
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requests_counter = meter.create_metric(
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name="requests",
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description="number of requests",
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unit="1",
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value_type=int,
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metric_type=Counter,
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label_keys=("environment",),
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)
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staging_labels = {"environment": "staging"}
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requests_counter.add(25, staging_labels)
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print("Metrics are available now at http://localhost:9090/graph")
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input("Press any key to exit...")
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receivers:
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opencensus:
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endpoint: "0.0.0.0:55678"
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exporters:
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prometheus:
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endpoint: "0.0.0.0:8889"
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logging: {}
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processors:
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batch:
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queued_retry:
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service:
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pipelines:
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metrics:
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receivers: [opencensus]
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exporters: [logging, prometheus]
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version: "2"
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services:
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otel-collector:
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image: omnition/opentelemetry-collector-contrib:latest
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command: ["--config=/conf/collector-config.yaml", "--log-level=DEBUG"]
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volumes:
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- ./collector-config.yaml:/conf/collector-config.yaml
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ports:
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- "8889:8889" # Prometheus exporter metrics
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- "55678:55678" # OpenCensus receiver
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prometheus:
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container_name: prometheus
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image: prom/prometheus:latest
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volumes:
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- ./prometheus.yaml:/etc/prometheus/prometheus.yml
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ports:
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- "9090:9090"
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scrape_configs:
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- job_name: 'otel-collector'
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scrape_interval: 5s
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static_configs:
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- targets: ['otel-collector:8889']
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OpenTelemetry Collector Tracer OpenCensus Exporter Example
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==========================================================
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This example shows how to use the OpenCensus Exporter to export traces to the
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OpenTelemetry collector.
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The source files of this example are available :scm_web:`here <docs/examples/opencensus-exporter-tracer/>`.
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Installation
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------------
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.. code-block:: sh
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pip install opentelemetry-api
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pip install opentelemetry-sdk
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pip install opentelemetry-ext-opencensusexporter
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Run the Example
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---------------
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Before running the example, it's necessary to run the OpenTelemetry collector
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and Jaeger. The :scm_web:`docker <docs/examples/opencensus-exporter-tracer/docker/>`
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folder contains a ``docker-compose`` template with the configuration of those
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services.
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.. code-block:: sh
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pip install docker-compose
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cd docker
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docker-compose up
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Now, the example can be executed:
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.. code-block:: sh
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python collector.py
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The traces are available in the Jaeger UI at http://localhost:16686/.
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Useful links
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------------
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- OpenTelemetry_
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- `OpenTelemetry Collector`_
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- :doc:`../../api/trace`
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- :doc:`../../ext/opencensusexporter/opencensusexporter`
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.. _OpenTelemetry: https://github.com/open-telemetry/opentelemetry-python/
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.. _OpenTelemetry Collector: https://github.com/open-telemetry/opentelemetry-collector
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#!/usr/bin/env python3
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#
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# Copyright The OpenTelemetry Authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from opentelemetry import trace
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from opentelemetry.ext.opencensusexporter.trace_exporter import (
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OpenCensusSpanExporter,
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)
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from opentelemetry.sdk.trace import TracerProvider
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from opentelemetry.sdk.trace.export import BatchExportSpanProcessor
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exporter = OpenCensusSpanExporter(
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service_name="basic-service", endpoint="localhost:55678"
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)
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trace.set_tracer_provider(TracerProvider())
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tracer = trace.get_tracer(__name__)
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span_processor = BatchExportSpanProcessor(exporter)
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trace.get_tracer_provider().add_span_processor(span_processor)
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with tracer.start_as_current_span("foo"):
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with tracer.start_as_current_span("bar"):
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with tracer.start_as_current_span("baz"):
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print("Hello world from OpenTelemetry Python!")
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receivers:
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opencensus:
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endpoint: "0.0.0.0:55678"
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exporters:
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jaeger_grpc:
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endpoint: jaeger-all-in-one:14250
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logging: {}
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processors:
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batch:
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queued_retry:
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service:
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pipelines:
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traces:
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receivers: [opencensus]
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exporters: [jaeger_grpc, logging]
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processors: [batch, queued_retry]
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version: "2"
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services:
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# Collector
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collector:
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image: omnition/opentelemetry-collector-contrib:latest
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command: ["--config=/conf/collector-config.yaml", "--log-level=DEBUG"]
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volumes:
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- ./collector-config.yaml:/conf/collector-config.yaml
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ports:
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- "55678:55678"
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jaeger-all-in-one:
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image: jaegertracing/all-in-one:latest
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ports:
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- "16686:16686"
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- "6831:6831/udp"
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- "6832:6832/udp"
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- "14268"
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- "14250"
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OpenCensus Exporter
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===================
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.. automodule:: opentelemetry.ext.opencensusexporter
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:members:
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:undoc-members:
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:show-inheritance:

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