From 60f2347b76a103933c0f5f4683b64a1385dc0c54 Mon Sep 17 00:00:00 2001 From: wunder957 Date: Mon, 23 Oct 2023 16:46:16 +0800 Subject: [PATCH] Add docs for oTel(jager backend) (#90) * Updating docs * Fix some bugs on otel collector --- README.md | 4 + README_zh.md | 4 + docs/how-to/images/jaeger.png | Bin 0 -> 146836 bytes docs/how-to/intergration-with-otel.md | 115 ++++++++++++++++++++++++++ duetector/collectors/models.py | 15 ++++ duetector/collectors/otel.py | 10 ++- duetector/tracers/base.py | 5 +- 7 files changed, 149 insertions(+), 4 deletions(-) create mode 100644 docs/how-to/images/jaeger.png create mode 100644 docs/how-to/intergration-with-otel.md diff --git a/README.md b/README.md index f34ddbe..1271c74 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,7 @@ +

+DataUCon +

+

duetector🔍: Data Usage Extensible detector(eBPF Support)

Actions Status diff --git a/README_zh.md b/README_zh.md index 50ba7bf..97ba89b 100644 --- a/README_zh.md +++ b/README_zh.md @@ -1,3 +1,7 @@ +

+DataUCon +

+

duetector🔍: 支持eBPF的可扩展数据使用探测器

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z*LUT_H0NuzH9|M9sa52gCFgE_zG}%;OSP)AN$1O#?4130|NZiS*SnRjKYFszEBW?? zzgJgzzBb+Vd(YIWs;Vbnt77}rL8W<~G$M8m%st8{BI_k@dBkYqF)0(&oOi&*c=d{q z5WcN%Hg206aMEEBm;B5*6HZouH&)&;Lpnk>Fa2;dkE+|YFEd$^*Jc!bXE_JimH`bD z$9bXBA`zxHH~*-~n2R``1t=R19!Y}*9q_1^CX}^51+Ad5bOeY|M6QlTwIf1?aM10n z-lPsxZy;uC3v9c< [Latest jaeger all in one guide](https://www.jaegertracing.io/docs/latest/getting-started/#all-in-one) + +```bash +docker run --rm --name jaeger \ + -e COLLECTOR_ZIPKIN_HOST_PORT=:9411 \ + -p 6831:6831/udp \ + -p 6832:6832/udp \ + -p 5778:5778 \ + -p 16686:16686 \ + -p 4317:4317 \ + -p 4318:4318 \ + -p 14250:14250 \ + -p 14268:14268 \ + -p 14269:14269 \ + -p 9411:9411 \ + jaegertracing/all-in-one:1.50 +``` + +Then you can then navigate to http://localhost:16686 to access the Jaeger UI. The port `4317` is for OTLP gRPC receiver, and `4318` is for OTLP http receiver. + +### Use otel collector to export traces + +If your backend is **NOT** supported by OpenTelemetry, you can deploy a collector to receive traces and export them to your backend. + +A simple way is to deploy a collector in [Agent mode](https://opentelemetry.io/docs/collector/deployment/agent/): + +Use docker-compose to deploy a collector: + +```yaml +otel-collector: + image: otel/opentelemetry-collector-contrib + volumes: + - ./otel-collector-config.yaml:/etc/otelcol-contrib/config.yaml + ports: + - 1888:1888 # pprof extension + - 8888:8888 # Prometheus metrics exposed by the collector + - 8889:8889 # Prometheus exporter metrics + - 13133:13133 # health_check extension + - 4317:4317 # OTLP gRPC receiver + - 4318:4318 # OTLP http receiver + - 55679:55679 # zpages extension +``` + +Here is an example config file: + +```yaml +receivers: + otlp: # the OTLP receiver the app is sending traces to + protocols: + grpc: + +processors: + batch: + +exporters: + otlp/jaeger: # Jaeger supports OTLP directly + endpoint: https://jaeger.example.com:4317 + +service: + pipelines: + traces/dev: + receivers: [otlp] + processors: [batch] + exporters: [otlp/jaeger] +``` + +For more deployment options, such as load balance, please refer to [OpenTelemetry Collecotr Deployment](https://opentelemetry.io/docs/collector/deployment/). + +## Enable Duetector's Otel Collector + +To enable duetector's otel collector, we need to set `collector.otelcollector.disabled` to `false` in config file, and set `exporter` and its `exporter_kwargs` to specify the backend. Also, you can use environment variables to set the config. + +Here is an example config file: + +```toml +[collector.otelcollector] +disabled = false +statis_id = "demo-service" +exporter = "otlp-grpc" + +[collector.otelcollector.backend_args] +max_workers = 10 + +[collector.otelcollector.exporter_kwargs] +endpoint = "localhost:4317" +insecure = true + +# disable dbcollector as we don't rely on db to store traces +[collector.dbcollector] +disabled = true +``` + +Then start duetector with the config file: + +```bash +duectl start --config config.toml +``` + +Access jaeger UI(localhost:16686), you should see traces like this: + +![jaeger](./images/jaeger.png) diff --git a/duetector/collectors/models.py b/duetector/collectors/models.py index cbca6a3..6ef1d51 100644 --- a/duetector/collectors/models.py +++ b/duetector/collectors/models.py @@ -66,6 +66,16 @@ def normalize_field(cls, field, data): data = get_boot_time_duration_ns(data) return field, data + @classmethod + def serialize_field(cls, field, data): + """ + Serialize filed to one of ['bool', 'str', 'bytes', 'int', 'float'] or a sequence of those types + """ + if field == "dt": + field = "timestamp" + data = datetime.timestamp(data) + return field, data + @staticmethod def from_namedtuple(tracer, data: NamedTuple) -> Tracking: # type: ignore """ @@ -108,10 +118,15 @@ def set_span(self, span): continue v = getattr(self, k) if v is not None: + k, v = self.serialize_field(k, v) span.set_attribute(k, v) for k, v in self.extended.items(): span.set_attribute(k, v) + @property + def span_name(self): + return self.tracer + if __name__ == "__main__": Tracking(tracer="test", dt=datetime.now()) diff --git a/duetector/collectors/otel.py b/duetector/collectors/otel.py index 156eef8..84ff7a1 100644 --- a/duetector/collectors/otel.py +++ b/duetector/collectors/otel.py @@ -140,18 +140,22 @@ def endpoint(self) -> Optional[str]: def exporter_kwargs(self) -> Dict[str, Any]: return self.config.exporter_kwargs + @property + def service_name(self) -> str: + return f"duetector-{self.id}" + def __init__(self, config: Optional[Dict[str, Any]] = None, *args, **kwargs): super().__init__(config, *args, **kwargs) self.otel = OTelInitiator() self.otel.initialize( - service_name="duetector", + service_name=self.service_name, exporter=self.exporter, - exporter_kwargs=self.exporter_kwargs, + exporter_kwargs=self.exporter_kwargs._config_dict, ) def _emit(self, t: Tracking): tracer = trace.get_tracer(self.id) - with tracer.start_as_current_span(t.tracer) as span: + with tracer.start_as_current_span(t.span_name) as span: t.set_span(span) def summary(self) -> Dict: diff --git a/duetector/tracers/base.py b/duetector/tracers/base.py index d8b5519..b0bb1bb 100644 --- a/duetector/tracers/base.py +++ b/duetector/tracers/base.py @@ -132,7 +132,10 @@ def _convert_data(self, data) -> NamedTuple: for k in self.data_t._fields: # type: ignore v = getattr(data, k) if isinstance(v, bytes): - v = v.decode("utf-8") + try: + v = v.decode("utf-8") + except UnicodeDecodeError: + pass args[k] = v