From 042a5e8d381366201aebd314b6225ae25bc7cfeb Mon Sep 17 00:00:00 2001 From: Deepika Upadhyay Date: Tue, 29 Jun 2021 20:41:25 +0530 Subject: [PATCH] blog: distributed tracing in ceph using jaeger blog 2021 Signed-off-by: Deepika Upadhyay --- .../images/image1.png | Bin 0 -> 60145 bytes .../images/image10.png | Bin 0 -> 80200 bytes .../images/image2.png | Bin 0 -> 82820 bytes .../images/image3.gif | Bin 0 -> 83681 bytes .../images/image4.gif | Bin 0 -> 82511 bytes .../images/image5.png | Bin 0 -> 9145 bytes .../images/image6.gif | Bin 0 -> 81261 bytes .../images/image7.png | Bin 0 -> 34202 bytes .../images/image8.png | Bin 0 -> 16363 bytes .../images/image9.png | Bin 0 -> 65300 bytes .../index.md | 129 ++++++++++++++++++ 11 files changed, 129 insertions(+) create mode 100644 src/en/news/blog/2021/distributed-tracing-in-ceph-using-jaeger/images/image1.png create mode 100644 src/en/news/blog/2021/distributed-tracing-in-ceph-using-jaeger/images/image10.png create mode 100644 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To address this, we have been working on adding a standard distributed tracing solution, Jaeger, to Ceph. Jaeger is a distributed tracing open-source library and a project under CNCF. Jaeger will provide more visibility into Ceph’s distributed background processes and help users identify abnormalities, hence, “**making Ceph more transparent”.** + +This blog presents an opportunity to learn about using tracing for debugging Ceph - perfect for those looking to identify performance bottlenecks, latency optimization and abnormalities in distributed transactions. + +We are happy to announce initial support for Jaeger in the Pacific release of Ceph! + +**How Does It Work?** + +[Jaeger](https://www.jaegertracing.io/docs)(tracing backend) along with [Opentracing](https://opentracing.io/docs/supported-tracers/)(API) provides ready-to-use tracing services for distributed systems and is becoming a widely used, de facto standard because of its simplicity. + +Jaeger is responsible for the collection of spans. These spans are made with the use of smart pointers. They include a timestamp, TraceID, and other meta info, like a specific tag/log associated with the span, to be uniquely identified across the distributed system. These are then correlated to generate visualizations(trace) of the lifetime of a request. + +![images/image1.png](images/image1.png) +

+credits: jaeger documentation +

+ +## Let's try it out! + +Let's take a look into tracing the core functions involved in Ceph's input-output transactions. Please skip the next section if you have the jaeger backend set up for working with Ceph. + +For information on how to set it up, please refer to the documentation: [https://docs.ceph.com/en/latest/dev/developer_guide/jaegertracing/](https://docs.ceph.com/en/latest/dev/developer_guide/jaegertracing/) + +## Deploying Jaeger Services + +We are going to use vstart for getting started with tracing. + +For this please ensure you have: + +1. Ceph compiled with `WITH_JAEGER=ON`. +2. deployed jaeger backend services - to deploy the Jaeger Backend service using the vstart development cluster you just need to pass the `--jaeger` option. + +``` +$ ../src/vstart.sh --jaeger +``` + +By following the above steps, you should be able to set up all the Jaeger services and access the JaegerUI at [http://localhost:16686](http://localhost:16686/). + +Read more: [https://www.jaegertracing.io/docs/1.20/getting-started/#all-in-one](https://www.jaegertracing.io/docs/1.20/getting-started/#all-in-one) + +![images/image10.png](images/image10.png) + +(JaegerUI at [http://localhost:16686](http://localhost:16686/) ) + +If for some reason you are not able to access JaegerUI, retry manually running Jaeger services using: + +``` +$ docker run -d --name jaeger \ +-e COLLECTOR_ZIPKIN_HTTP_PORT=9411 \ +-p 5775:5775/udp \ +-p 6831:6831/udp \ +-p 6832:6832/udp \ +-p 5778:5778 \ +-p 16686:16686 \ +-p 14268:14268 \ +-p 14250:14250 \ +-p 9411:9411 \ +jaegertracing/all-in-one:1.20 +``` +## Tracing Core Services + +Now that we have Jaeger Services up and running, let's take a look into Ceph’s core services tracing. + +Ceph currently can trace operations in the OSD I/O path and we'll be it demonstrating here: + +We'll perform a simple write operation, for which we are using rados bench write. You can use any other available write interface of your choice. + + +``` +[ideepika@vossi03 build]$ bin/ceph osd pool create test; //create a pool +[ideepika@vossi03 build]$ bin/rados -p test bench 5 write --no-cleanup //perform a rados bench write for 5 sec +``` + +On refreshing the JaegerUI ([http://localhost:16686](http://localhost:16686/)), you should be able to see osd-services in the services field, which specify the traced OSD processes in a lifetime of a request. + +![images/image4.gif](images/image4.gif) + +![images/image8.png](images/image8.png) + +Right below is the Operations field, which lists the spans collected, clicking on which shall give you traces containing it. + +![images/image5.png](images/image5.png) + +we see a list of the traces gathered by our recent write operation, and an x(time)-y(duration) graph with traces as data points. + +![images/image3.gif](images/image3.gif) + +![images/image2.png](images/image2.png) + +when you click on any of the traces, it should expand into all the spans and metadata stored in them. + +![images/image6.gif](images/image6.gif) + +We can store Ceph's metadata in the form of tags and logs while creating a span, as seen below; logs field carrying Ceph's relevant metadata. + +![images/image9.png](images/image9.png) + +There you have your internal processes visualized! + +**Exporting Traces as JSON** + +These traces are portable! They can be converted into JSON output, which can be rendered on other systems using the JaegerUI. + +![images/image7.png](images/image7.png) + +**Demo** + +{% YouTube 'GVXlBL6vtVY', 'Quick Demo of using JaegerUI for Ceph' %} + +**What’s Next** + +This project is still a work in progress, however with the orchestration of the right information as real-time traces, we will be having an end-to-end tracing, which can make debugging much easier, so understanding the internals of Ceph! + +We look forward to improving the observability of Ceph overall. + +We have some tasks lined up for improving tracing support, extending tracing support to clients( RGW, CephFS, RBD) and integration with OSD traces, improving deployment strategies for always-on monitoring of high-level traces. + +If this sounds exciting to you, we welcome contributions in the form of PRs! + +Please feel free to reach out over the dev@ceph.io or IRC #ceph-devel on OFTC for queries!