From d5c71a5b05b25db19a3bd7e85e28b5900cf77e27 Mon Sep 17 00:00:00 2001 From: alicejw Date: Tue, 10 Jan 2023 16:41:30 -0800 Subject: [PATCH 01/35] for new page how to analyze Jaeger trace data Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 68 ++++++++++++++++++ images/trace-analytics/error-rate.png | Bin 0 -> 69958 bytes images/trace-analytics/select-data.png | Bin 0 -> 81379 bytes images/trace-analytics/service-trace-data.png | Bin 0 -> 35274 bytes images/trace-analytics/services.png | Bin 0 -> 53297 bytes images/trace-analytics/throughput.png | Bin 0 -> 53852 bytes images/trace-analytics/trace-details.png | Bin 0 -> 65045 bytes images/trace-analytics/trace-error.png | Bin 0 -> 36618 bytes 8 files changed, 68 insertions(+) create mode 100644 _observability-plugin/trace/trace-analytics-jaeger.md create mode 100644 images/trace-analytics/error-rate.png create mode 100644 images/trace-analytics/select-data.png create mode 100644 images/trace-analytics/service-trace-data.png create mode 100644 images/trace-analytics/services.png create mode 100644 images/trace-analytics/throughput.png create mode 100644 images/trace-analytics/trace-details.png create mode 100644 images/trace-analytics/trace-error.png diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md new file mode 100644 index 0000000000..0e78db4fd8 --- /dev/null +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -0,0 +1,68 @@ +--- +layout: default +title: Analyze Jaeger trace data +parent: Trace analytics +nav_order: 55 +--- + +# Analyze Jaeger trace data + +Introduced 2.5 +{: .label .label-purple } + +Trace analytics now supports Jaeger formatted data. Jaeger can store its trace data in OpenSearch, but users that use OpenSearch as their backend for Jaeger data can now benefit from trace analytics capability. + +When you perform trace analytics, you can select from two data sources: + +- Data Prepper – Data ingested into OpenSearch through Data Prepper. +- Jaeger – Trace data stored within OpenSearch as its backend. + +If you currently store your Jaeger trace data in OpenSearch, you can now use the trace analytics capability. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. + +Each time you ingest data for Jaeger, it creates a separate index for that day. The Dashboards will show the current index that has a mapping. + + + + + +## Data sources + +You can specify either Data Prepper or Jaeger as your data source when you perform trace analytics. +From the OpenSearch Dashboards, go to **Observability > Trace Analytics** and select Jaeger. + +![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/select-data.png) + +## Error rate + +You can view the Trace error rate over time in the Dashboard, and also view the combination of services and operations that have a non-zero operation rate. + +![Error rate]({{site.url}}{{site.baseurl}}/images/trace-analytics/error-rate.png) + +## Throughput + +With **Throughput** selected, you can select an individual Trace from **Top 5 Service and Operation Latency** list and view the detailed trace data. + +You can view throughput of Jaeger indexes that are being added as a function of time. + +![Throughput]({{site.url}}{{site.baseurl}}/images/trace-analytics/throughput.png) + +You can also see the combinations of services and operations that have the highest latency. + +If you select one of the entries for Service and Operation Name and go to the **Traces** column to select a trace, it will add the service and operation as filters for you. + +![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) + +Next, you can select an individual Trace ID to view more detailed information including all of the spans for the service and operations. + +![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/trace-details.png) + +You can also view the individual index payload in JSON format. + +## Services + +You can also look at individual error rates and latency for each individual service. Go to **Observability > Trace Analytics > Services**. + +![Services list]({{site.url}}{{site.baseurl}}/images/trace-analytics/services.png) + + + diff --git a/images/trace-analytics/error-rate.png b/images/trace-analytics/error-rate.png new file mode 100644 index 0000000000000000000000000000000000000000..b95ac8999a387a11f1843eeb4458123fd3e38f62 GIT binary patch literal 69958 zcmZU5b97|e_H}IAtk_A%w(WF`j%}MAR&1LcbSLT9cE`4De!2I(H@@Gy?~gN%s?Mmh z_rhFr&0Ud73X+I$cyJ&fAc)dZVk#gY;N&16pg}NDpI2@W2ueRsbSyF1&5;xa{{n~5q4(py0y;|i%TTmyb75y=n$&Iwi? z?khPsB|c+{L1RNhcXtb8&}<(=qkPY!SYIf!{R1EOvg5G6=MX@oY&M1lnq)IMJZ@H$ z{91wG6&Aq!oDh_E%qUAY0;YZ0{=3vs(Jo^JqLV!oV~zrR%;&0JCtFjaT#y)>XV{e#8TJCMdDvJeYu`XNr^dHr=*xdl^;)am0>JxSgBB zaK)hkuE%qP5z|c-_^m{~&;Wgu)KpH1-TT8tW1DtTcO4@13G-1LG_0ix4n0oaOJfjleEHTtuy~o_Q%7-EBKv~1RiS| z&_T7~j|(jVE!1%Qa>2e~Pc-``x!Lm$;n`zsKe-{@`8n8JW?ItU4!bSUn{+7YUx_9-* z*AF=E4FM-t{V`myumDm+7@YsJbNG%5v$p+8&nw!6!VG}``hRyAff0jS4h1VSI6!sl*8IuxsIk~yH@!|%Hd54&D 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Date: Wed, 11 Jan 2023 10:40:59 -0800 Subject: [PATCH 03/35] for new information and doc writer checklist Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 35 +++++++++++++----- images/trace-analytics/services.png | Bin 53297 -> 892412 bytes 2 files changed, 26 insertions(+), 9 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 0e78db4fd8..57bfdd8285 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -14,31 +14,48 @@ Trace analytics now supports Jaeger formatted data. Jaeger can store its trace d When you perform trace analytics, you can select from two data sources: -- Data Prepper – Data ingested into OpenSearch through Data Prepper. -- Jaeger – Trace data stored within OpenSearch as its backend. +- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. This data source requires OTEL index type. +- **Jaeger** – Trace data stored within OpenSearch as its backend. This data source requires that the data is indexed with the Jaeger index type. If you currently store your Jaeger trace data in OpenSearch, you can now use the trace analytics capability. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. Each time you ingest data for Jaeger, it creates a separate index for that day. The Dashboards will show the current index that has a mapping. +To learn more about Jaeger data tracing, see the Jaeger open source documentation [Jaeger](https://www.jaegertracing.io/). + +### About Data ingestion with Jaeger indexes + +Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. + +Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service-*`. + +Jaeger and OTEL indexes have different field names. Therefore when you run trace analytics, you'll need to create different queries and components depending on which index type you are using. +{:.note} + +## Use trace analytics in OpenSearch Dashboards -## Data sources +To analyze your Jaeger trace data in the Dashboards, you need to set up Trace Analytics first. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). -You can specify either Data Prepper or Jaeger as your data source when you perform trace analytics. +### Data sources + +You can specify either Data Prepper or Jaeger as your data source when you perform trace analytics. From the OpenSearch Dashboards, go to **Observability > Trace Analytics** and select Jaeger. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/select-data.png) -## Error rate +## Dashboards views + +After you select Jaeger for the data source, you can view all of your indexed data in the Dashboards, including Error rate, Throughput, and Services. +### Error rate You can view the Trace error rate over time in the Dashboard, and also view the combination of services and operations that have a non-zero operation rate. ![Error rate]({{site.url}}{{site.baseurl}}/images/trace-analytics/error-rate.png) -## Throughput +### Throughput With **Throughput** selected, you can select an individual Trace from **Top 5 Service and Operation Latency** list and view the detailed trace data. @@ -50,15 +67,15 @@ You can also see the combinations of services and operations that have the highe If you select one of the entries for Service and Operation Name and go to the **Traces** column to select a trace, it will add the service and operation as filters for you. +In **Traces**, you can see the latency and errors for the filtered service and operation for each individual Trace ID in the list. + ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) Next, you can select an individual Trace ID to view more detailed information including all of the spans for the service and operations. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/trace-details.png) -You can also view the individual index payload in JSON format. - -## Services +### Services You can also look at individual error rates and latency for each individual service. 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images/trace-analytics/services.png diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 57bfdd8285..8052e6f580 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -10,15 +10,17 @@ nav_order: 55 Introduced 2.5 {: .label .label-purple } -Trace analytics now supports Jaeger formatted data. Jaeger can store its trace data in OpenSearch, but users that use OpenSearch as their backend for Jaeger data can now benefit from trace analytics capability. +Trace analytics now supports Jaeger trace data. Jaeger can store its trace data in OpenSearch, but users that use OpenSearch as their backend for Jaeger data can now benefit from trace analytics capability. When you perform trace analytics, you can select from two data sources: -- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. This data source requires OTEL index type. +- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. This data source requires OpenTelemetry (OTEL) index type. - **Jaeger** – Trace data stored within OpenSearch as its backend. This data source requires that the data is indexed with the Jaeger index type. If you currently store your Jaeger trace data in OpenSearch, you can now use the trace analytics capability. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. +Jaeger trace data that you can analyze includes span data, service dependency data, and service and operation endpoint data. Jaeger span data analysis requires some configuration. + Each time you ingest data for Jaeger, it creates a separate index for that day. The Dashboards will show the current index that has a mapping. To learn more about Jaeger data tracing, see the Jaeger open source documentation [Jaeger](https://www.jaegertracing.io/). @@ -34,6 +36,9 @@ Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service- Jaeger and OTEL indexes have different field names. Therefore when you run trace analytics, you'll need to create different queries and components depending on which index type you are using. {:.note} + + ## Use trace analytics in OpenSearch Dashboards @@ -77,9 +82,6 @@ Next, you can select an individual Trace ID to view more detailed information in ### Services -You can also look at individual error rates and latency for each individual service. Go to **Observability > Trace Analytics > Services**. - -![Services list]({{site.url}}{{site.baseurl}}/images/trace-analytics/services.png) - - +You can also look at individual error rates and latency for each individual service. Go to **Observability > Trace Analytics > Services**. In **Services**, you can see the average latency, error rate, throughput and trace for each service in the list. +![Services list]({{site.url}}{{site.baseurl}}/images/trace-analytics/services-jaeger.png) diff --git a/images/trace-analytics/services-jaeger.png b/images/trace-analytics/services-jaeger.png new file mode 100644 index 0000000000000000000000000000000000000000..d87f9d2f5e2efcf7741b21998e1fa3148533e198 GIT binary patch literal 82842 zcmZU*1yEdFvo(wbcM?3fh5&;EcMI->;O_3u;F93(?gV#t3lQ94a0u=U3^05=-}m49 z-{-#7b!z&YsZ&$6_wL=jRE4tU|=w0q$N~gVBm3JU|?C05#OF%&F6Bz z-Dq2hiz~~Bi&H2&JD6M9n!&&@#M{LQ%MB>MA5!8}WgOyT;NdaFW}5v`6r{I?NyQUV zVYrdNSt6DplrS$``S(EC(K!+FK>~>Y38}A7^gZLwF%tIAJX+9FncV_f?9;9zXx}k_ zOvP*h7dFXuYHZT1DEYbKy?0mu01_XRcg!Nk^czm=va6%iNy$EA4WZ{tR;+%`rrwf? z1AiTc#`ouwiwws;N4Hh-TROJ`&j5hvFI(@Z8~m#{@%#udZze3c(;}RZl~;_Ru>z^w`{Qp%Uhb*jw#yFvOs_Z z6(I2k;)0HpB={K9fNuItAQ6%nl1Rhx)5Vuf2eP@BuUq|41h0N$hpA1Op0~l~G5aoK zuAl((>CH!mfep8UL3s0E-!9^}3kC)*5AMI7z~kh>|CbNT^3RtwmvNOaFd{HA5~Av! 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Jaeger can store its trace data When you perform trace analytics, you can select from two data sources: - **Data Prepper** – Data ingested into OpenSearch through Data Prepper. This data source requires OpenTelemetry (OTEL) index type. -- **Jaeger** – Trace data stored within OpenSearch as its backend. This data source requires that the data is indexed with the Jaeger index type. +- **Jaeger** – Trace data stored within OpenSearch as its backend. This data source requires the Jaeger index type. If you currently store your Jaeger trace data in OpenSearch, you can now use the trace analytics capability. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. 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z{lR(u1Idr!-)H%GQg(hU*t(bDGw7O$L46qB)T_LEixg@oX-8>=Cl?pb%s~w$E5Av= z{mZjyj?B>m(nI%uM=43ot%wLRV53=wbJqF;g*b-1xl}jv)v9x^seCa`9nJ5}t5A)S zK}|B6D~?q6wQScYt8>q5pJ~(M?DY1aH9||<)vJ>qQ#m=%@VrG$k6ymcaq{t5rP_ER zjF!!J(Q{+wuO*F#-2Gx2t~`|Xkx@)lj`cZrxypE6BjiUV`Y(ekq)<$@?b-dD!9hyT0dnxRlu}Dw z6nK@cscg8F+2A??Lrqa8=iRSuYj^iK4y@&h>QcF(@?j60z9_x8)4}^CiLLXP?4y#VB#2ewH7*DX;yk>%2u=q2v`YB!e*EfES zolNd04EC3oh465oHjlpdCoXC+6Zrdvy0xKx(LT~~B0a9@MIih}qjYfZ;9$t%may8K z2veP2<8lXjIIKjc+Wvo@8$y#@^iwt@d?6zv(O_vdptjD5+k72Ie|oQYPDE@-y;W_* zOOOK6NI*Td#u)QB^O>9hE3NrS*N~azkb(Wb5~;V@{tu>v3yYN7>W8hf|BD;s Date: Wed, 11 Jan 2023 12:10:01 -0800 Subject: [PATCH 07/35] for additional information Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index cf092604cf..a69168baa2 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -56,15 +56,15 @@ From the OpenSearch Dashboards, go to **Observability > Trace Analytics** and se After you select Jaeger for the data source, you can view all of your indexed data in the Dashboards, including Error rate, Throughput, and Services. ### Error rate -You can view the Trace error rate over time in the Dashboard, and also view the combination of services and operations that have a non-zero operation rate. +You can view the Trace error rate over time in the Dashboard, and also view the top five combinations of services and operations that have a non-zero error rate. ![Error rate]({{site.url}}{{site.baseurl}}/images/trace-analytics/error-rate.png) ### Throughput -With **Throughput** selected, you can select an individual Trace from **Top 5 Service and Operation Latency** list and view the detailed trace data. +With **Throughput** selected, you can see the throughput of traces on Jaeger indexes that are coming in over time. -You can view throughput of Jaeger indexes that are being added as a function of time. +You can select an individual Trace from **Top 5 Service and Operation Latency** list and view the detailed trace data. ![Throughput]({{site.url}}{{site.baseurl}}/images/trace-analytics/throughput.png) @@ -72,11 +72,11 @@ You can also see the combinations of services and operations that have the highe If you select one of the entries for Service and Operation Name and go to the **Traces** column to select a trace, it will add the service and operation as filters for you. -In **Traces**, you can see the latency and errors for the filtered service and operation for each individual Trace ID in the list. +In **Traces**, you can see the latency and errors for the filtered service and operation for each individual Trace ID in the list. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) -Next, you can select an individual Trace ID to view more detailed information including all of the spans for the service and operations. +If you select an individual Trace ID, you can see more detailed information about the trace, such as time spent by the service and each span for the service and operation. You can also view the payload that you get from the index in JSON format. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/trace-details.png) From c320d669d12f0700965fdd98351226b23fc061cc Mon Sep 17 00:00:00 2001 From: alicejw Date: Wed, 11 Jan 2023 12:11:12 -0800 Subject: [PATCH 08/35] remove blank lines Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index a69168baa2..cabf885767 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -38,8 +38,6 @@ Jaeger and OTEL indexes have different field names. Therefore when you run trace - - ## Use trace analytics in OpenSearch Dashboards To analyze your Jaeger trace data in the Dashboards, you need to set up Trace Analytics first. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). From b1c1551f5e95138e1c5699b01157f4d21dd1a310 Mon Sep 17 00:00:00 2001 From: alicejw Date: Wed, 11 Jan 2023 12:23:02 -0800 Subject: [PATCH 09/35] for tech review feedback updates Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index cabf885767..c75ad9204f 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -19,14 +19,16 @@ When you perform trace analytics, you can select from two data sources: If you currently store your Jaeger trace data in OpenSearch, you can now use the trace analytics capability. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. -Jaeger trace data that you can analyze includes span data, service dependency data, and service and operation endpoint data. Jaeger span data analysis requires some configuration. +Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. Jaeger span data analysis requires some configuration. Each time you ingest data for Jaeger, it creates a separate index for that day. The Dashboards will show the current index that has a mapping. To learn more about Jaeger data tracing, see the Jaeger open source documentation [Jaeger](https://www.jaegertracing.io/). +### Limitations +Jaeger data that is ingested for OpenSearch needs to have the `--es.tags-as-fields.all=true` flag set for errors. If data is not ingested in this format it will not work for trace analytics with OpenSearch. ### About Data ingestion with Jaeger indexes Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. From 87241b74363b52ce3eb620ddd642061ad0d5dd27 Mon Sep 17 00:00:00 2001 From: alicejw Date: Wed, 11 Jan 2023 13:09:16 -0800 Subject: [PATCH 10/35] add requirements section Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index c75ad9204f..39095577cf 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -19,16 +19,16 @@ When you perform trace analytics, you can select from two data sources: If you currently store your Jaeger trace data in OpenSearch, you can now use the trace analytics capability. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. -Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. Jaeger span data analysis requires some configuration. +Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. Jaeger span data analysis requires some configuration. Each time you ingest data for Jaeger, it creates a separate index for that day. The Dashboards will show the current index that has a mapping. -To learn more about Jaeger data tracing, see the Jaeger open source documentation [Jaeger](https://www.jaegertracing.io/). +To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertracing.io/) open source documentation. - -### Limitations +## Requirements Jaeger data that is ingested for OpenSearch needs to have the `--es.tags-as-fields.all=true` flag set for errors. If data is not ingested in this format it will not work for trace analytics with OpenSearch. + ### About Data ingestion with Jaeger indexes Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. @@ -38,8 +38,6 @@ Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service- Jaeger and OTEL indexes have different field names. Therefore when you run trace analytics, you'll need to create different queries and components depending on which index type you are using. {:.note} - ## Use trace analytics in OpenSearch Dashboards To analyze your Jaeger trace data in the Dashboards, you need to set up Trace Analytics first. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). @@ -72,7 +70,7 @@ You can also see the combinations of services and operations that have the highe If you select one of the entries for Service and Operation Name and go to the **Traces** column to select a trace, it will add the service and operation as filters for you. -In **Traces**, you can see the latency and errors for the filtered service and operation for each individual Trace ID in the list. +In **Traces**, you can see the latency and errors for the filtered service and operation for each individual Trace ID in the list. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) From 35f37843885176ad16897413510a8b3c51dfa315 Mon Sep 17 00:00:00 2001 From: alicejw Date: Wed, 11 Jan 2023 14:54:40 -0800 Subject: [PATCH 11/35] for new procedure Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 57 ++++++++++++++++++- 1 file changed, 55 insertions(+), 2 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 39095577cf..063bc2a71d 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -25,9 +25,60 @@ Each time you ingest data for Jaeger, it creates a separate index for that day. To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertracing.io/) open source documentation. -## Requirements +## Data Ingestion Requirements -Jaeger data that is ingested for OpenSearch needs to have the `--es.tags-as-fields.all=true` flag set for errors. If data is not ingested in this format it will not work for trace analytics with OpenSearch. +If you want to see errors in your trace data, you need to set the following ElasticSearch flag to true prior to data ingestion: `--es.tags-as-fields.all=true`. + +Jaeger data that is ingested for OpenSearch needs to have the flag set for errors. If data is not ingested in this format it will not work for trace analytics with OpenSearch. + +### Step 1: Set up OpenSearch and OpenSearch Dashboards + +You need to set up a local instance with Docker. + +Run the following command to set up OpenSearch with Docker: + +``` +docker run --rm -it --name=opensearch -e "ES_JAVA_OPTS=-Xms2g -Xmx2g" -p 9200:9200 -p 9300:9300 -e "discovery.type=single-node" -e "DISABLE_SECURITY_PLUGIN=true" opensearchproject/opensearch:latest +``` + +Run the following command to set up OpenSearch Dashboards with Docker: + +``` +``` + + + +### Step 2: Set up Jaeger + +To deploy Jaeger to run all the backend components in the same process, you need to get either the Jaeger binary or the Docker image from [Download Jaeger](https://www.jaegertracing.io/download/). + +The required flags are: + +- `--link=opensearch` – Link to the OpenSearch container. +- `SPAN_STORAGE_TYPE=elasticsearch` – Defines the ElasticSearch storage type to store the Jaeger traces. +- `ES_TAGS_AS_FIELDS_ALL=true` – Sets OpenSearch mapping to ElasticSearch tags in Jaeger traces. + +Jaeger currently provides ElasticSearch as the storage type. +{:.note} + +Run the following command to deploy Jaeger. + +``` +docker run --rm -it --link=opensearch --name=jaeger -e SPAN_STORAGE_TYPE=elasticsearch -e ES_SERVER_URLS=http://172.17.0.2:9200 -e ES_TAGS_AS_FIELDS_ALL=true -e ES_VERSION=7 -p 16686:16686 jaegertracing/all-in-one:1.38 +``` + +Upon success, you should be able to get to the Jaeger from http://localhost:16686. + + +### Step 3: Simulate trace data + +With Jaeger running, now you can create traces to verify they are stored with the OpenSearch instance. + +To verify trace storage with OpenSearch, run the following command. + +``` +docker run --rm --link jaeger -e JAEGER_AGENT_HOST=jaeger -e JAEGER_AGENT_PORT=6831 -p 8080-8083:8080-8083 jaegertracing/example-hotrod:latest all +``` ### About Data ingestion with Jaeger indexes @@ -35,8 +86,10 @@ Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service-*`. + need to confirm. this was provided in the spec and eng tickets. need more info to add it to the docs. Jaeger and OTEL indexes have different field names. Therefore when you run trace analytics, you'll need to create different queries and components depending on which index type you are using. {:.note} +--> ## Use trace analytics in OpenSearch Dashboards From 3c4b4d744580265e36776116fa5c04689a4c1c6d Mon Sep 17 00:00:00 2001 From: alicejw Date: Wed, 11 Jan 2023 15:30:29 -0800 Subject: [PATCH 12/35] for tech review feedback updates Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 37 ++++++++++--------- 1 file changed, 20 insertions(+), 17 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 063bc2a71d..761622d5a8 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -10,14 +10,16 @@ nav_order: 55 Introduced 2.5 {: .label .label-purple } -Trace analytics now supports Jaeger trace data. Jaeger can store its trace data in OpenSearch, but users that use OpenSearch as their backend for Jaeger data can now benefit from trace analytics capability. +The Trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. This provides support for OpenTelemetry (OTEL) formatted trace data. When you perform trace analytics, you can select from two data sources: -- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. This data source requires OpenTelemetry (OTEL) index type. -- **Jaeger** – Trace data stored within OpenSearch as its backend. This data source requires the Jaeger index type. +- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. +- **Jaeger** – Trace data stored within OpenSearch as its backend. -If you currently store your Jaeger trace data in OpenSearch, you can now use the trace analytics capability. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. +If you currently store your Jaeger trace data in OpenSearch, you can now use the capabilities built into Trace Analytics to analyze the error rates and latencies You can also filter the traces and look into the span details of a trace to pinpoint any service issues. + +When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. Jaeger span data analysis requires some configuration. @@ -31,6 +33,17 @@ If you want to see errors in your trace data, you need to set the following Elas Jaeger data that is ingested for OpenSearch needs to have the flag set for errors. If data is not ingested in this format it will not work for trace analytics with OpenSearch. +### About Data ingestion with Jaeger indexes + +Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. + +Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service-*`. + + need to confirm. this was provided in the spec and eng tickets. need more info to add it to the docs. +Jaeger and OTEL indexes have different field names. Therefore when you run trace analytics, you'll need to create different queries and components depending on which index type you are using. +{:.note} +--> + ### Step 1: Set up OpenSearch and OpenSearch Dashboards You need to set up a local instance with Docker. @@ -80,17 +93,6 @@ To verify trace storage with OpenSearch, run the following command. docker run --rm --link jaeger -e JAEGER_AGENT_HOST=jaeger -e JAEGER_AGENT_PORT=6831 -p 8080-8083:8080-8083 jaegertracing/example-hotrod:latest all ``` -### About Data ingestion with Jaeger indexes - -Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. - -Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service-*`. - - need to confirm. this was provided in the spec and eng tickets. need more info to add it to the docs. -Jaeger and OTEL indexes have different field names. Therefore when you run trace analytics, you'll need to create different queries and components depending on which index type you are using. -{:.note} ---> - ## Use trace analytics in OpenSearch Dashboards To analyze your Jaeger trace data in the Dashboards, you need to set up Trace Analytics first. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). @@ -104,10 +106,11 @@ From the OpenSearch Dashboards, go to **Observability > Trace Analytics** and se ## Dashboards views -After you select Jaeger for the data source, you can view all of your indexed data in the Dashboards, including Error rate, Throughput, and Services. +After you select Jaeger for the data source, you can view all of your indexed data in **Dashboard** view including **Error rate** and **Throughput**. + ### Error rate -You can view the Trace error rate over time in the Dashboard, and also view the top five combinations of services and operations that have a non-zero error rate. +You can view the Trace error count over time in the Dashboard, and also view the top five combinations of services and operations that have a non-zero error rate. ![Error rate]({{site.url}}{{site.baseurl}}/images/trace-analytics/error-rate.png) From 1fd987b47afacb9f9359831b0b95ea876bb74cd0 Mon Sep 17 00:00:00 2001 From: alicejw Date: Wed, 11 Jan 2023 17:12:36 -0800 Subject: [PATCH 13/35] continued updates Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 1 + 1 file changed, 1 insertion(+) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 761622d5a8..eb5b5727cd 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -57,6 +57,7 @@ docker run --rm -it --name=opensearch -e "ES_JAVA_OPTS=-Xms2g -Xmx2g" -p 9200:92 Run the following command to set up OpenSearch Dashboards with Docker: ``` +Need info here ``` From 0bac7301d177c1ca9c75dd4d9c7ae4eab1db3625 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 09:07:54 -0800 Subject: [PATCH 14/35] for docker compose file instructions Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 151 +++++++++++++++++- 1 file changed, 146 insertions(+), 5 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index eb5b5727cd..446a63aa73 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -44,6 +44,148 @@ Jaeger and OTEL indexes have different field names. Therefore when you run trace {:.note} --> +## How to set up OpenSearch to use Jaeger data + +To use trace analytics with Jaeger data, you need to configure error capability. You can use a Docker compose file with required configurations to make sure that. + +### Step 1: Run the Docker compose file + +Use the following Docker compose file to enable Jaeger data for trace analytics. + +Copy the following Docker compose file contents and save it as `docker-compose.yml`. + +``` +version: '3' +services: + opensearch-node1: # This is also the hostname of the container within the Docker network (i.e. https://opensearch-node1/) + image: opensearchproject/opensearch:latest # Specifying the latest available image - modify if you want a specific version + container_name: opensearch-node1 + environment: + - cluster.name=opensearch-cluster # Name the cluster + - node.name=opensearch-node1 # Name the node that will run in this container + - discovery.seed_hosts=opensearch-node1,opensearch-node2 # Nodes to look for when discovering the cluster + - cluster.initial_cluster_manager_nodes=opensearch-node1,opensearch-node2 # Nodes eligibile to serve as cluster manager + - bootstrap.memory_lock=true # Disable JVM heap memory swapping + - "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m" # Set min and max JVM heap sizes to at least 50% of system RAM + - "DISABLE_SECURITY_PLUGIN=true" + ulimits: + memlock: + soft: -1 # Set memlock to unlimited (no soft or hard limit) + hard: -1 + nofile: + soft: 65536 # Maximum number of open files for the opensearch user - set to at least 65536 + hard: 65536 + volumes: + - opensearch-data1:/usr/share/opensearch/data # Creates volume called opensearch-data1 and mounts it to the container + ports: + - "9200:9200" + - "9600:9600" + networks: + - opensearch-net # All of the containers will join the same Docker bridge network + opensearch-node2: + image: opensearchproject/opensearch:latest # This should be the same image used for opensearch-node1 to avoid issues + container_name: opensearch-node2 + environment: + - cluster.name=opensearch-cluster + - node.name=opensearch-node2 + - discovery.seed_hosts=opensearch-node1,opensearch-node2 + - cluster.initial_cluster_manager_nodes=opensearch-node1,opensearch-node2 + - bootstrap.memory_lock=true + - "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m" + - "DISABLE_SECURITY_PLUGIN=true" + ulimits: + memlock: + soft: -1 + hard: -1 + nofile: + soft: 65536 + hard: 65536 + volumes: + - opensearch-data2:/usr/share/opensearch/data + networks: + - opensearch-net + opensearch-dashboards: + image: opensearchproject/opensearch-dashboards:latest # Make sure the version of opensearch-dashboards matches the version of opensearch installed on other nodes + container_name: opensearch-dashboards + ports: + - 5601:5601 # Map host port 5601 to container port 5601 + expose: + - "5601" # Expose port 5601 for web access to OpenSearch Dashboards + environment: + OPENSEARCH_HOSTS: '["http://opensearch-node1:9200","http://opensearch-node2:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query + DISABLE_SECURITY_DASHBOARDS_PLUGIN: true + networks: + - opensearch-net + jaeger-collector: + image: jaegertracing/jaeger-collector:latest + ports: + - "14269:14269" + - "14268:14268" + - "14267:14267" + - "14250:14250" + - "9411:9411" + networks: + - opensearch-net + restart: on-failure + environment: + - SPAN_STORAGE_TYPE=opensearch + - ES_TAGS_AS_FIELDS_ALL=true + command: [ + "--es.server-urls=http://opensearch-node1:9200", + ] + depends_on: + - opensearch-node1 + + jaeger-agent: + image: jaegertracing/jaeger-agent:latest + hostname: jaeger-agent + command: ["--reporter.grpc.host-port=jaeger-collector:14250"] + ports: + - "5775:5775/udp" + - "6831:6831/udp" + - "6832:6832/udp" + - "5778:5778" + networks: + - opensearch-net + restart: on-failure + environment: + - SPAN_STORAGE_TYPE=opensearch + depends_on: + - jaeger-collector + + hotrod: + image: jaegertracing/example-hotrod:latest + ports: + - "8080:8080" + command: ["all"] + environment: + - JAEGER_AGENT_HOST=jaeger-agent + - JAEGER_AGENT_PORT=6831 + networks: + - opensearch-net + depends_on: + - jaeger-agent + +volumes: + opensearch-data1: + opensearch-data2: + +networks: + opensearch-net: +``` +In a command-line interface, run the following command: + +``` +docker compose up +``` + +You can now navigate to http://localhost:8080 to generate your Jaeger data. + +## Step 2: View trace data in OpenSearch Dashboards + +Now you can go to OpenSearch Dashboards to view your trace data on http://localhost:5601 + + - + from the step 1 - need the opensearch-dashboards version of the kibana 6.8.0 command here ### Step 2: Set up Jaeger @@ -81,8 +222,8 @@ Run the following command to deploy Jaeger. docker run --rm -it --link=opensearch --name=jaeger -e SPAN_STORAGE_TYPE=elasticsearch -e ES_SERVER_URLS=http://172.17.0.2:9200 -e ES_TAGS_AS_FIELDS_ALL=true -e ES_VERSION=7 -p 16686:16686 jaegertracing/all-in-one:1.38 ``` -Upon success, you should be able to get to the Jaeger from http://localhost:16686. - +Upon success, you should be able to get to the Jaeger UI from http://localhost:16686. + ### Step 3: Simulate trace data @@ -93,7 +234,7 @@ To verify trace storage with OpenSearch, run the following command. ``` docker run --rm --link jaeger -e JAEGER_AGENT_HOST=jaeger -e JAEGER_AGENT_PORT=6831 -p 8080-8083:8080-8083 jaegertracing/example-hotrod:latest all ``` - +--> ## Use trace analytics in OpenSearch Dashboards To analyze your Jaeger trace data in the Dashboards, you need to set up Trace Analytics first. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). From d1b5c5af50576eb224d813867ca536348717a1e9 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 09:13:29 -0800 Subject: [PATCH 15/35] for docker usage instruction Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 446a63aa73..c899f35517 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -46,7 +46,7 @@ Jaeger and OTEL indexes have different field names. Therefore when you run trace ## How to set up OpenSearch to use Jaeger data -To use trace analytics with Jaeger data, you need to configure error capability. You can use a Docker compose file with required configurations to make sure that. +To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. You can use a We provide a sample Docker compose file that contains the required configurations. ### Step 1: Run the Docker compose file @@ -176,14 +176,14 @@ networks: In a command-line interface, run the following command: ``` -docker compose up +docker compose up -d ``` You can now navigate to http://localhost:8080 to generate your Jaeger data. ## Step 2: View trace data in OpenSearch Dashboards -Now you can go to OpenSearch Dashboards to view your trace data on http://localhost:5601 +After you generate Jaeger trace data you can go to OpenSearch Dashboards to view your trace data on http://localhost:5601 need to confirm. this was provided in the spec and eng tickets. need more info to add it to the docs. -Jaeger and OTEL indexes have different field names. Therefore when you run trace analytics, you'll need to create different queries and components depending on which index type you are using. -{:.note} ---> - ## How to set up OpenSearch to use Jaeger data -To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. You can use a We provide a sample Docker compose file that contains the required configurations. +To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. We provide a sample Docker compose file that contains the required configurations. ### Step 1: Run the Docker compose file -Use the following Docker compose file to enable Jaeger data for trace analytics. - -Copy the following Docker compose file contents and save it as `docker-compose.yml`. +Use the following Docker compose file to enable Jaeger data for trace analytics. Copy the following Docker compose file contents and save it as `docker-compose.yml`. ``` version: '3' From ae75639555ea6594f69deed977898bbb1f53a632 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 10:02:32 -0800 Subject: [PATCH 20/35] add warning not to use sample file in prod env Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 53 ++----------------- 1 file changed, 3 insertions(+), 50 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index fafa9e2e42..59619e2cd3 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -43,6 +43,9 @@ Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service- To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. We provide a sample Docker compose file that contains the required configurations. +The sample Docker compose file disables security, so we do not recommend that you use it in a production environment. +{: .note } + ### Step 1: Run the Docker compose file Use the following Docker compose file to enable Jaeger data for trace analytics. Copy the following Docker compose file contents and save it as `docker-compose.yml`. @@ -187,56 +190,6 @@ After you generate Jaeger trace data you can go to OpenSearch Dashboards to view Go to OpenSearch Dashboards Trace Analytics at [Trace Analytics](http://localhost:5601/app/observability-dashboards#/trace_analytics/home). - ## Use trace analytics in OpenSearch Dashboards To analyze your Jaeger trace data in the Dashboards, you need to set up Trace Analytics first. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). From 5220a6116def5bea481a17121f61649307033da6 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 10:11:07 -0800 Subject: [PATCH 21/35] updated docker file that is safe for prod env, remove warning note for previous file Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 59619e2cd3..0bcb09f63f 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -43,9 +43,6 @@ Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service- To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. We provide a sample Docker compose file that contains the required configurations. -The sample Docker compose file disables security, so we do not recommend that you use it in a production environment. -{: .note } - ### Step 1: Run the Docker compose file Use the following Docker compose file to enable Jaeger data for trace analytics. Copy the following Docker compose file contents and save it as `docker-compose.yml`. @@ -60,10 +57,9 @@ services: - cluster.name=opensearch-cluster # Name the cluster - node.name=opensearch-node1 # Name the node that will run in this container - discovery.seed_hosts=opensearch-node1,opensearch-node2 # Nodes to look for when discovering the cluster - - cluster.initial_cluster_manager_nodes=opensearch-node1,opensearch-node2 # Nodes eligibile to serve as cluster manager + - cluster.initial_cluster_manager_nodes=opensearch-node1,opensearch-node2 # Nodes eligible to serve as cluster manager - bootstrap.memory_lock=true # Disable JVM heap memory swapping - "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m" # Set min and max JVM heap sizes to at least 50% of system RAM - - "DISABLE_SECURITY_PLUGIN=true" ulimits: memlock: soft: -1 # Set memlock to unlimited (no soft or hard limit) @@ -78,6 +74,7 @@ services: - "9600:9600" networks: - opensearch-net # All of the containers will join the same Docker bridge network + opensearch-node2: image: opensearchproject/opensearch:latest # This should be the same image used for opensearch-node1 to avoid issues container_name: opensearch-node2 @@ -88,7 +85,6 @@ services: - cluster.initial_cluster_manager_nodes=opensearch-node1,opensearch-node2 - bootstrap.memory_lock=true - "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m" - - "DISABLE_SECURITY_PLUGIN=true" ulimits: memlock: soft: -1 @@ -108,10 +104,10 @@ services: expose: - "5601" # Expose port 5601 for web access to OpenSearch Dashboards environment: - OPENSEARCH_HOSTS: '["http://opensearch-node1:9200","http://opensearch-node2:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query - DISABLE_SECURITY_DASHBOARDS_PLUGIN: true + OPENSEARCH_HOSTS: '["https://opensearch-node1:9200","https://opensearch-node2:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query networks: - opensearch-net + jaeger-collector: image: jaegertracing/jaeger-collector:latest ports: @@ -126,8 +122,12 @@ services: environment: - SPAN_STORAGE_TYPE=opensearch - ES_TAGS_AS_FIELDS_ALL=true + - ES_USERNAME=admin + - ES_PASSWORD=admin + - ES_TLS_SKIP_HOST_VERIFY=true command: [ - "--es.server-urls=http://opensearch-node1:9200", + "--es.server-urls=https://opensearch-node1:9200", + "--es.tls.enabled=true", ] depends_on: - opensearch-node1 From 8042c9657d532c1c84214ef9e785686a96c617ea Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 10:16:18 -0800 Subject: [PATCH 22/35] for small update to parent page Signed-off-by: alicejw --- _observability-plugin/trace/index.md | 2 +- _observability-plugin/trace/trace-analytics-jaeger.md | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/_observability-plugin/trace/index.md b/_observability-plugin/trace/index.md index 9b48f60983..595aaa7357 100644 --- a/_observability-plugin/trace/index.md +++ b/_observability-plugin/trace/index.md @@ -20,4 +20,4 @@ Trace Analytics can help you visualize this flow of events and identify performa The Trace Analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. -To set up your environment to perfom Trace Analytics, see [Analyze Jaeger trace data]({{site.url}}{{site.baseurl}}/observability-plugin/trace/trace-analytics-jaeger/). +To set up your environment to perform Trace Analytics, see [Analyze Jaeger trace data]({{site.url}}{{site.baseurl}}/observability-plugin/trace/trace-analytics-jaeger/). diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 0bcb09f63f..c1e34966b1 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -14,8 +14,8 @@ The Trace analytics functionality in the OpenSearch Observability plugin now sup When you perform trace analytics, you can select from two data sources: -- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. -- **Jaeger** – Trace data stored within OpenSearch as its backend. +- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. +- **Jaeger** – Trace data stored within OpenSearch as its backend. If you currently store your Jaeger trace data in OpenSearch, you can now use the capabilities built into Trace Analytics to analyze the error rates and latencies You can also filter the traces and look into the span details of a trace to pinpoint any service issues. From 0bd55fbb6ccb16488a02760535035b673c1e7a7c Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 10:58:24 -0800 Subject: [PATCH 23/35] for tech review Signed-off-by: alicejw --- _observability-plugin/trace/index.md | 2 +- .../trace/trace-analytics-jaeger.md | 16 +++++++++------- 2 files changed, 10 insertions(+), 8 deletions(-) diff --git a/_observability-plugin/trace/index.md b/_observability-plugin/trace/index.md index 595aaa7357..28fffa8ac4 100644 --- a/_observability-plugin/trace/index.md +++ b/_observability-plugin/trace/index.md @@ -18,6 +18,6 @@ Trace Analytics can help you visualize this flow of events and identify performa ## Trace Analytics with Jaeger data -The Trace Analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. +The Trace Analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace Analytics built-in analysis capabilities. To set up your environment to perform Trace Analytics, see [Analyze Jaeger trace data]({{site.url}}{{site.baseurl}}/observability-plugin/trace/trace-analytics-jaeger/). diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index c1e34966b1..d384292b52 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -23,15 +23,15 @@ When you ingest Jaeger data into OpenSearch, it gets stored in a different index Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. Jaeger span data analysis requires some configuration. -Each time you ingest data for Jaeger, it creates a separate index for that day. The Dashboards will show the current index that has a mapping. +By default, each time you ingest data for Jaeger, it creates a separate index for that day. To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertracing.io/) open source documentation. ## Data Ingestion Requirements -If you want to see errors in your trace data, you need to set the following ElasticSearch flag to true prior to data ingestion: `--es.tags-as-fields.all=true`. +To use Trace Analytics with Jaeger data, you need to configure error capability for use with trace analytics. -Jaeger data that is ingested for OpenSearch needs to have the flag set for errors. If data is not ingested in this format it will not work for trace analytics with OpenSearch. +Jaeger data that is ingested for OpenSearch needs to have the environment variable ` ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format it will not work for errors and error data will not be available for traces in trace analytics with OpenSearch. ### About Data ingestion with Jaeger indexes @@ -41,11 +41,11 @@ Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service- ## How to set up OpenSearch to use Jaeger data -To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. We provide a sample Docker compose file that contains the required configurations. +We provide a sample Docker compose file that contains the required configurations. ### Step 1: Run the Docker compose file -Use the following Docker compose file to enable Jaeger data for trace analytics. Copy the following Docker compose file contents and save it as `docker-compose.yml`. +Use the following Docker compose file to enable Jaeger data for trace analytics with the ` ES_TAGS_AS_FIELDS_ALL` environment variable set to `true` to enable errors to be added to trace data. Copy the following Docker compose file contents and save it as `docker-compose.yml`. ``` version: '3' @@ -201,7 +201,7 @@ From the OpenSearch Dashboards, go to **Observability > Trace Analytics** and se ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/select-data.png) -## Dashboards views +## Dashboard view After you select Jaeger for the data source, you can view all of your indexed data in **Dashboard** view including **Error rate** and **Throughput**. @@ -223,6 +223,8 @@ You can also see the combinations of services and operations that have the highe If you select one of the entries for Service and Operation Name and go to the **Traces** column to select a trace, it will add the service and operation as filters for you. +## Traces + In **Traces**, you can see the latency and errors for the filtered service and operation for each individual Trace ID in the list. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) @@ -231,7 +233,7 @@ If you select an individual Trace ID, you can see more detailed information abou ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/trace-details.png) -### Services +## Services You can also look at individual error rates and latency for each individual service. Go to **Observability > Trace Analytics > Services**. In **Services**, you can see the average latency, error rate, throughput and trace for each service in the list. From f6a9757460ad54519eae38209300fa66cfac4297 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 11:03:55 -0800 Subject: [PATCH 24/35] typo fix for font Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index d384292b52..83200d1584 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -31,7 +31,7 @@ To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertrac To use Trace Analytics with Jaeger data, you need to configure error capability for use with trace analytics. -Jaeger data that is ingested for OpenSearch needs to have the environment variable ` ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format it will not work for errors and error data will not be available for traces in trace analytics with OpenSearch. +Jaeger data that is ingested for OpenSearch needs to have the environment variable `ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format it will not work for errors and error data will not be available for traces in trace analytics with OpenSearch. ### About Data ingestion with Jaeger indexes @@ -45,7 +45,7 @@ We provide a sample Docker compose file that contains the required configuration ### Step 1: Run the Docker compose file -Use the following Docker compose file to enable Jaeger data for trace analytics with the ` ES_TAGS_AS_FIELDS_ALL` environment variable set to `true` to enable errors to be added to trace data. Copy the following Docker compose file contents and save it as `docker-compose.yml`. +Use the following Docker compose file to enable Jaeger data for trace analytics with the `ES_TAGS_AS_FIELDS_ALL` environment variable set to `true` to enable errors to be added to trace data. Copy the following Docker compose file contents and save it as `docker-compose.yml`. ``` version: '3' From 6fb5d02ec4ccb82c26cf353623fd9185d0055a97 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 13:55:52 -0800 Subject: [PATCH 25/35] for doc review #1 feedback updates Signed-off-by: alicejw --- _observability-plugin/trace/index.md | 12 +++---- .../trace/trace-analytics-jaeger.md | 35 +++++++++---------- 2 files changed, 23 insertions(+), 24 deletions(-) diff --git a/_observability-plugin/trace/index.md b/_observability-plugin/trace/index.md index 28fffa8ac4..22841f2c4f 100644 --- a/_observability-plugin/trace/index.md +++ b/_observability-plugin/trace/index.md @@ -6,18 +6,18 @@ has_children: true has_toc: false --- -# Trace Analytics +# Trace analytics -Trace Analytics provides a way to ingest and visualize [OpenTelemetry](https://opentelemetry.io/) data in OpenSearch. This data can help you find and fix performance problems in distributed applications. +Trace analytics provides a way to ingest and visualize [OpenTelemetry](https://opentelemetry.io/) data in OpenSearch. This data can help you find and fix performance problems in distributed applications. A single operation, such as a user clicking a button, can trigger an extended series of events. The front end might call a back end service, which calls another service, which queries a database, processes the data, and sends it to the original service, which sends a confirmation to the front end. -Trace Analytics can help you visualize this flow of events and identify performance problems. +Trace analytics can help you visualize this flow of events and identify performance problems. ![Detailed trace view]({{site.url}}{{site.baseurl}}/images/ta-trace.png) -## Trace Analytics with Jaeger data +## Trace analytics with Jaeger data -The Trace Analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace Analytics built-in analysis capabilities. +The trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. -To set up your environment to perform Trace Analytics, see [Analyze Jaeger trace data]({{site.url}}{{site.baseurl}}/observability-plugin/trace/trace-analytics-jaeger/). +To set up your environment to perform trace analytics, see [Analyze Jaeger trace data]({{site.url}}{{site.baseurl}}/observability-plugin/trace/trace-analytics-jaeger/). diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 83200d1584..d899e39a95 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -12,28 +12,28 @@ Introduced 2.5 The Trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. This provides support for OpenTelemetry (OTEL) formatted trace data. -When you perform trace analytics, you can select from two data sources: +When you perform Trace analytics, you can select from two data sources: - **Data Prepper** – Data ingested into OpenSearch through Data Prepper. - **Jaeger** – Trace data stored within OpenSearch as its backend. -If you currently store your Jaeger trace data in OpenSearch, you can now use the capabilities built into Trace Analytics to analyze the error rates and latencies You can also filter the traces and look into the span details of a trace to pinpoint any service issues. +If you currently store your Jaeger trace data in OpenSearch, you can now use the capabilities built into Trace analytics to analyze the error rates and latencies. You can also filter the traces and look into the span details of a trace to pinpoint any service issues. -When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTA-generated index that gets created when you run data through the Data Prepper. You can indicate which data source on which you want to perform trace analytics with the data source selector in the Dashboards. +When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTEL-generated index that gets created when you run data through Data Prepper. Use the data source selector in Dashboards to indicate on which data source you want to perform trace analytics. -Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. Jaeger span data analysis requires some configuration. +Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. By default, each time you ingest data for Jaeger, it creates a separate index for that day. To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertracing.io/) open source documentation. -## Data Ingestion Requirements +## Data ingestion requirements -To use Trace Analytics with Jaeger data, you need to configure error capability for use with trace analytics. +To use Trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. Jaeger data that is ingested for OpenSearch needs to have the environment variable `ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format it will not work for errors and error data will not be available for traces in trace analytics with OpenSearch. -### About Data ingestion with Jaeger indexes +### About data ingestion with Jaeger indexes Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. @@ -41,7 +41,7 @@ Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service- ## How to set up OpenSearch to use Jaeger data -We provide a sample Docker compose file that contains the required configurations. +A sample Docker compose file that contains the required configurations is provided in the following section. ### Step 1: Run the Docker compose file @@ -187,27 +187,26 @@ docker compose down After you generate Jaeger trace data you can go to OpenSearch Dashboards to view your trace data. -Go to OpenSearch Dashboards Trace Analytics at [Trace Analytics](http://localhost:5601/app/observability-dashboards#/trace_analytics/home). - +Go to Dashboards **Trace analytics** at [Trace analytics](http://localhost:5601/app/observability-dashboards#/trace_analytics/home). ## Use trace analytics in OpenSearch Dashboards -To analyze your Jaeger trace data in the Dashboards, you need to set up Trace Analytics first. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). +To analyze the Jaeger trace data in Dashboards, first set up the trace analytics functionality. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). ### Data sources -You can specify either Data Prepper or Jaeger as your data source when you perform trace analytics. -From the OpenSearch Dashboards, go to **Observability > Trace Analytics** and select Jaeger. +You can specify either Data Prepper or Jaeger as the data source when you perform trace analytics. +From Dashboards, go to **Observability > Trace analytics** and select Jaeger. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/select-data.png) ## Dashboard view -After you select Jaeger for the data source, you can view all of your indexed data in **Dashboard** view including **Error rate** and **Throughput**. +After you select Jaeger for the data source, you can view all of the indexed data in **Dashboard** view, including **Error rate** and **Throughput**. ### Error rate -You can view the Trace error count over time in the Dashboard, and also view the top five combinations of services and operations that have a non-zero error rate. +You can view the Trace error count over time in the **Dashboard** view and also see the top five combinations of services and operations that have a non-zero error rate. ![Error rate]({{site.url}}{{site.baseurl}}/images/trace-analytics/error-rate.png) @@ -215,13 +214,13 @@ You can view the Trace error count over time in the Dashboard, and also view the With **Throughput** selected, you can see the throughput of traces on Jaeger indexes that are coming in over time. -You can select an individual Trace from **Top 5 Service and Operation Latency** list and view the detailed trace data. +You can select an individual trace from **Top 5 Service and Operation Latency** list and view the detailed trace data. ![Throughput]({{site.url}}{{site.baseurl}}/images/trace-analytics/throughput.png) You can also see the combinations of services and operations that have the highest latency. -If you select one of the entries for Service and Operation Name and go to the **Traces** column to select a trace, it will add the service and operation as filters for you. +If you select one of the entries for Service and Operation Name and go to the **Traces** column to select a trace, it will automatically add the service and operation as filters. ## Traces @@ -235,6 +234,6 @@ If you select an individual Trace ID, you can see more detailed information abou ## Services -You can also look at individual error rates and latency for each individual service. Go to **Observability > Trace Analytics > Services**. In **Services**, you can see the average latency, error rate, throughput and trace for each service in the list. +You can also look at individual error rates and latency for each individual service. Go to **Observability > Trace analytics > Services**. In **Services**, you can see the average latency, error rate, throughput and trace for each service in the list. ![Services list]({{site.url}}{{site.baseurl}}/images/trace-analytics/services-jaeger.png) From 7e14e4dea8fabd4f1b5af44f97fc8ad6df78f6ee Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 14:19:56 -0800 Subject: [PATCH 26/35] for doc review feedback #2 updates Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index d899e39a95..52d8fcd86a 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -10,14 +10,14 @@ nav_order: 55 Introduced 2.5 {: .label .label-purple } -The Trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. This provides support for OpenTelemetry (OTEL) formatted trace data. +The trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. This provides support for OpenTelemetry (OTEL) formatted trace data. When you perform Trace analytics, you can select from two data sources: - **Data Prepper** – Data ingested into OpenSearch through Data Prepper. - **Jaeger** – Trace data stored within OpenSearch as its backend. -If you currently store your Jaeger trace data in OpenSearch, you can now use the capabilities built into Trace analytics to analyze the error rates and latencies. You can also filter the traces and look into the span details of a trace to pinpoint any service issues. +If you currently store your Jaeger trace data in OpenSearch, you can now use the capabilities built into trace analytics to analyze the error rates and latency. You can also filter the traces and look into the span details of a trace to pinpoint any service issues. When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTEL-generated index that gets created when you run data through Data Prepper. Use the data source selector in Dashboards to indicate on which data source you want to perform trace analytics. @@ -29,7 +29,7 @@ To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertrac ## Data ingestion requirements -To use Trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. +To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. Jaeger data that is ingested for OpenSearch needs to have the environment variable `ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format it will not work for errors and error data will not be available for traces in trace analytics with OpenSearch. @@ -191,7 +191,7 @@ Go to Dashboards **Trace analytics** at [Trace analytics](http://localhost:5601/ ## Use trace analytics in OpenSearch Dashboards -To analyze the Jaeger trace data in Dashboards, first set up the trace analytics functionality. To get started, see [Get started with Trace Analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). +To analyze the Jaeger trace data in Dashboards, first set up the trace analytics functionality. To get started, see [Get started with trace analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). ### Data sources @@ -206,7 +206,7 @@ After you select Jaeger for the data source, you can view all of the indexed dat ### Error rate -You can view the Trace error count over time in the **Dashboard** view and also see the top five combinations of services and operations that have a non-zero error rate. +You can view the trace error count over time in the **Dashboard** view and also see the top five combinations of services and operations that have a non-zero error rate. ![Error rate]({{site.url}}{{site.baseurl}}/images/trace-analytics/error-rate.png) From 2b18d9903ce908a025b34055fc74744532ca25df Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 14:27:09 -0800 Subject: [PATCH 27/35] for a couple minor changes Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 52d8fcd86a..de7f0ac8b9 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -10,9 +10,9 @@ nav_order: 55 Introduced 2.5 {: .label .label-purple } -The trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. This provides support for OpenTelemetry (OTEL) formatted trace data. +The trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the trace analytics built-in analysis capabilities. This provides support for OpenTelemetry (OTEL) formatted trace data. -When you perform Trace analytics, you can select from two data sources: +When you perform trace analytics, you can select from two data sources: - **Data Prepper** – Data ingested into OpenSearch through Data Prepper. - **Jaeger** – Trace data stored within OpenSearch as its backend. @@ -29,7 +29,7 @@ To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertrac ## Data ingestion requirements -To use trace analytics with Jaeger data, you need to configure error capability for use with trace analytics. +To use trace analytics with Jaeger data, you need to configure error capability. Jaeger data that is ingested for OpenSearch needs to have the environment variable `ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format it will not work for errors and error data will not be available for traces in trace analytics with OpenSearch. @@ -41,11 +41,13 @@ Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service- ## How to set up OpenSearch to use Jaeger data -A sample Docker compose file that contains the required configurations is provided in the following section. +The following section provides a sample Docker compose file that contains the required configuration to enable errors for trace analytics. ### Step 1: Run the Docker compose file -Use the following Docker compose file to enable Jaeger data for trace analytics with the `ES_TAGS_AS_FIELDS_ALL` environment variable set to `true` to enable errors to be added to trace data. Copy the following Docker compose file contents and save it as `docker-compose.yml`. +Use the following Docker compose file to enable Jaeger data for trace analytics with the `ES_TAGS_AS_FIELDS_ALL` environment variable set to `true` to enable errors to be added to trace data. + +Copy the following Docker compose file contents and save it as `docker-compose.yml`. ``` version: '3' From fa8efe123bd5ed4eedffa0734e8e79f50c0646d5 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 14:30:58 -0800 Subject: [PATCH 28/35] spell out dashboard URI directly to trace analytics for accessibility. With URL obfuscated, this would not get spelled out in the vision-impaired app that scans through.it would simply read the title only Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index de7f0ac8b9..e345a5ad4f 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -189,7 +189,7 @@ docker compose down After you generate Jaeger trace data you can go to OpenSearch Dashboards to view your trace data. -Go to Dashboards **Trace analytics** at [Trace analytics](http://localhost:5601/app/observability-dashboards#/trace_analytics/home). +Go to Dashboards **Trace analytics** at [http://localhost:5601/app/observability-dashboards#/trace_analytics/home](http://localhost:5601/app/observability-dashboards#/trace_analytics/home). ## Use trace analytics in OpenSearch Dashboards From cfd0152a01f8e25fbefd2ebca5fcc4d60d77fe4b Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 15:01:24 -0800 Subject: [PATCH 29/35] need to add additional step from eng to generate sample data Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index e345a5ad4f..fa5b8ec69a 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -185,7 +185,13 @@ To stop the cluster, run the following command: docker compose down ``` -## Step 2: View trace data in OpenSearch Dashboards +## Step 2: Generate sample data + +Use the sample app provided with the Docker file to generate data. After you run the Docker compose file, it opens the sample app for you at http://localhost:8080. + +In the sample app, Hot R.O.D., select any one of the buttons to generate data. Now you can view trace data in Dashboards. + +## Step 3: View trace data in OpenSearch Dashboards After you generate Jaeger trace data you can go to OpenSearch Dashboards to view your trace data. From 9bd99036e6514f40ccdcd5019b6f401dfe2492fb Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 15:18:14 -0800 Subject: [PATCH 30/35] for additional step image of sample app Signed-off-by: alicejw --- .../trace/trace-analytics-jaeger.md | 4 +++- images/trace-analytics/sample-app.png | Bin 0 -> 56862 bytes 2 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 images/trace-analytics/sample-app.png diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index fa5b8ec69a..3841fb1101 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -187,7 +187,9 @@ docker compose down ## Step 2: Generate sample data -Use the sample app provided with the Docker file to generate data. After you run the Docker compose file, it opens the sample app for you at http://localhost:8080. +Use the sample app provided with the Docker file to generate data. After you run the Docker compose file, it runs the sample app in your local host port 8080. To open the app, go to http://localhost:8080. + +![Services list]({{site.url}}{{site.baseurl}}/images/trace-analytics/sample-app.png) In the sample app, Hot R.O.D., select any one of the buttons to generate data. 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z#FKxh9V?sjCJJbrRQ&!Q4x>{+vI%;@g8vcxzdH0X>TswTrrZCD8Xb02u7tB$GMIY%M_*LxtgzZG>0t}Oh|B1|XE>>n+tLE=ko!*9e0w<1_i816B?xx%0{{f;k B78d{j literal 0 HcmV?d00001 From 85cae774231d68427b360beeeaf2d9770cea4ae9 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 15:22:14 -0800 Subject: [PATCH 31/35] rename step numbers Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 3841fb1101..7840d8530a 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -185,7 +185,7 @@ To stop the cluster, run the following command: docker compose down ``` -## Step 2: Generate sample data +## Step 3: Generate sample data Use the sample app provided with the Docker file to generate data. After you run the Docker compose file, it runs the sample app in your local host port 8080. To open the app, go to http://localhost:8080. @@ -193,7 +193,7 @@ Use the sample app provided with the Docker file to generate data. After you run In the sample app, Hot R.O.D., select any one of the buttons to generate data. Now you can view trace data in Dashboards. -## Step 3: View trace data in OpenSearch Dashboards +## Step 4: View trace data in OpenSearch Dashboards After you generate Jaeger trace data you can go to OpenSearch Dashboards to view your trace data. From 36e2b980909c7f4e7acc5a98b8fcd01e6ba1dcb4 Mon Sep 17 00:00:00 2001 From: alicejw Date: Thu, 12 Jan 2023 15:23:22 -0800 Subject: [PATCH 32/35] minor fix heading levels Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 7840d8530a..41142a3db3 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -185,7 +185,7 @@ To stop the cluster, run the following command: docker compose down ``` -## Step 3: Generate sample data +### Step 3: Generate sample data Use the sample app provided with the Docker file to generate data. After you run the Docker compose file, it runs the sample app in your local host port 8080. To open the app, go to http://localhost:8080. @@ -193,7 +193,7 @@ Use the sample app provided with the Docker file to generate data. After you run In the sample app, Hot R.O.D., select any one of the buttons to generate data. Now you can view trace data in Dashboards. -## Step 4: View trace data in OpenSearch Dashboards +### Step 4: View trace data in OpenSearch Dashboards After you generate Jaeger trace data you can go to OpenSearch Dashboards to view your trace data. From 360eba675573cb70ad800aef66160164a1a0c2f5 Mon Sep 17 00:00:00 2001 From: alicejw Date: Tue, 17 Jan 2023 10:10:20 -0800 Subject: [PATCH 33/35] updates recommended by the editorial reviewer Signed-off-by: alicejw --- _observability-plugin/trace/index.md | 6 +- .../trace/trace-analytics-jaeger.md | 60 +++++++++---------- 2 files changed, 33 insertions(+), 33 deletions(-) diff --git a/_observability-plugin/trace/index.md b/_observability-plugin/trace/index.md index 22841f2c4f..b2466d56c7 100644 --- a/_observability-plugin/trace/index.md +++ b/_observability-plugin/trace/index.md @@ -10,14 +10,14 @@ has_toc: false Trace analytics provides a way to ingest and visualize [OpenTelemetry](https://opentelemetry.io/) data in OpenSearch. This data can help you find and fix performance problems in distributed applications. -A single operation, such as a user clicking a button, can trigger an extended series of events. The front end might call a back end service, which calls another service, which queries a database, processes the data, and sends it to the original service, which sends a confirmation to the front end. +A single operation, such as a user choosing a button, can trigger an extended series of events. The frontend might call a backend service, which calls another service, which queries a database, processes the data, and sends it to the original service, which sends a confirmation to the frontend. -Trace analytics can help you visualize this flow of events and identify performance problems. +Trace analytics can help you visualize this flow of events and identify performance problems, as shown in the following image. ![Detailed trace view]({{site.url}}{{site.baseurl}}/images/ta-trace.png) ## Trace analytics with Jaeger data -The trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the Trace analytics built-in analysis capabilities. +The trace analytics functionality in the OpenSearch Observability plugin supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the built-in trace analytics capabilities. To set up your environment to perform trace analytics, see [Analyze Jaeger trace data]({{site.url}}{{site.baseurl}}/observability-plugin/trace/trace-analytics-jaeger/). diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 41142a3db3..1ab3a040eb 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -1,53 +1,53 @@ --- layout: default -title: Analyze Jaeger trace data +title: Analyzing Jaeger trace data parent: Trace analytics nav_order: 55 --- -# Analyze Jaeger trace data +# Analyzing Jaeger trace data Introduced 2.5 {: .label .label-purple } -The trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the trace analytics built-in analysis capabilities. This provides support for OpenTelemetry (OTEL) formatted trace data. +The trace analytics functionality in the OpenSearch Observability plugin now supports Jaeger trace data. If you use OpenSearch as the backend for Jaeger trace data, you can use the built-in trace analytics capabilities. This provides support for OpenTelemetry (OTel) trace data. When you perform trace analytics, you can select from two data sources: -- **Data Prepper** – Data ingested into OpenSearch through Data Prepper. -- **Jaeger** – Trace data stored within OpenSearch as its backend. +- **Data Prepper** – Data ingested into OpenSearch through Data Prepper +- **Jaeger** – Trace data stored within OpenSearch as its backend -If you currently store your Jaeger trace data in OpenSearch, you can now use the capabilities built into trace analytics to analyze the error rates and latency. You can also filter the traces and look into the span details of a trace to pinpoint any service issues. +If you store your Jaeger trace data in OpenSearch, you can now use the built-in trace analytics capabilities to analyze the error rates and latency. You can also filter the traces and analyze the span details of a trace to pinpoint any service issues. -When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTEL-generated index that gets created when you run data through Data Prepper. Use the data source selector in Dashboards to indicate on which data source you want to perform trace analytics. +When you ingest Jaeger data into OpenSearch, it gets stored in a different index than the OTel-generated index that gets created when you run data through Data Prepper. Use the data source selector in OpenSearch Dashboards to indicate the data source on which you want to perform trace analytics. -Jaeger trace data that you can analyze includes span data, as well as service and operation endpoint data. +Jaeger trace data that you can analyze includes span data as well as service and operation endpoint data. By default, each time you ingest data for Jaeger, it creates a separate index for that day. -To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertracing.io/) open source documentation. +To learn more about Jaeger data tracing, see the [Jaeger](https://www.jaegertracing.io/) documentation. ## Data ingestion requirements -To use trace analytics with Jaeger data, you need to configure error capability. +To perform trace analytics on Jaeger data, you need to configure error capability. -Jaeger data that is ingested for OpenSearch needs to have the environment variable `ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format it will not work for errors and error data will not be available for traces in trace analytics with OpenSearch. +Jaeger data that is ingested into OpenSearch must have the environment variable `ES_TAGS_AS_FIELDS_ALL` set to `true` for errors. If data is not ingested in this format, it will not work for errors, and error data will not be available for traces in trace analytics with OpenSearch. ### About data ingestion with Jaeger indexes -Trace analytics for non-Jaeger data use OTEL indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. +Trace analytics for non-Jaeger data uses OTel indexes with the naming conventions `otel-v1-apm-span-*` or `otel-v1-apm-service-map*`. Jaeger indexes follow the naming conventions `jaeger-span-*` or `jaeger-service-*`. -## How to set up OpenSearch to use Jaeger data +## Setting up OpenSearch to use Jaeger data -The following section provides a sample Docker compose file that contains the required configuration to enable errors for trace analytics. +The following section provides a sample Docker Compose file that contains the configuration required to enable errors for trace analytics. -### Step 1: Run the Docker compose file +### Step 1: Run the Docker Compose file -Use the following Docker compose file to enable Jaeger data for trace analytics with the `ES_TAGS_AS_FIELDS_ALL` environment variable set to `true` to enable errors to be added to trace data. +Use the following Docker Compose file to enable Jaeger data for trace analytics. Set the `ES_TAGS_AS_FIELDS_ALL` environment variable set to `true` to enable errors to be added to trace data. -Copy the following Docker compose file contents and save it as `docker-compose.yml`. +Copy the following Docker Compose file and save it as `docker-compose.yml`: ``` version: '3' @@ -174,7 +174,7 @@ networks: ### Step 2: Start the cluster -Run the following command to deploy the Docker compose YAML file. +Run the following command to deploy the Docker compose YAML file: ``` docker compose up -d @@ -187,19 +187,19 @@ docker compose down ### Step 3: Generate sample data -Use the sample app provided with the Docker file to generate data. After you run the Docker compose file, it runs the sample app in your local host port 8080. To open the app, go to http://localhost:8080. +Use the sample app provided with the Docker file to generate data. After you run the Docker Compose file, it runs the sample app on local host port 8080. To open the app, go to http://localhost:8080. ![Services list]({{site.url}}{{site.baseurl}}/images/trace-analytics/sample-app.png) -In the sample app, Hot R.O.D., select any one of the buttons to generate data. Now you can view trace data in Dashboards. +In the sample app, Hot R.O.D., select any button to generate data. Now you can view trace data in Dashboards. ### Step 4: View trace data in OpenSearch Dashboards -After you generate Jaeger trace data you can go to OpenSearch Dashboards to view your trace data. +After you generate Jaeger trace data, you can view it in Dashboards. -Go to Dashboards **Trace analytics** at [http://localhost:5601/app/observability-dashboards#/trace_analytics/home](http://localhost:5601/app/observability-dashboards#/trace_analytics/home). +Go to **Trace analytics** at [http://localhost:5601/app/observability-dashboards#/trace_analytics/home](http://localhost:5601/app/observability-dashboards#/trace_analytics/home). -## Use trace analytics in OpenSearch Dashboards +## Using trace analytics in OpenSearch Dashboards To analyze the Jaeger trace data in Dashboards, first set up the trace analytics functionality. To get started, see [Get started with trace analytics]({{site.url}}{{site.baseurl}}/observability-plugin/trace/get-started/). @@ -212,19 +212,19 @@ From Dashboards, go to **Observability > Trace analytics** and select Jaeger. ## Dashboard view -After you select Jaeger for the data source, you can view all of the indexed data in **Dashboard** view, including **Error rate** and **Throughput**. +After you select Jaeger as the data source, you can view all of the indexed data in **Dashboard** view, including **Error rate** and **Throughput**. ### Error rate -You can view the trace error count over time in the **Dashboard** view and also see the top five combinations of services and operations that have a non-zero error rate. +You can view the trace error count over time in **Dashboard** view and also see the top five combinations of services and operations that have a non-zero error rate. ![Error rate]({{site.url}}{{site.baseurl}}/images/trace-analytics/error-rate.png) ### Throughput -With **Throughput** selected, you can see the throughput of traces on Jaeger indexes that are coming in over time. +With **Throughput** selected, you can see the throughput of Jaeger index traces over time. -You can select an individual trace from **Top 5 Service and Operation Latency** list and view the detailed trace data. +You can select an individual trace from the **Top 5 Service and Operation Latency** list and view the detailed trace data. ![Throughput]({{site.url}}{{site.baseurl}}/images/trace-analytics/throughput.png) @@ -234,16 +234,16 @@ If you select one of the entries for Service and Operation Name and go to the ** ## Traces -In **Traces**, you can see the latency and errors for the filtered service and operation for each individual Trace ID in the list. +In **Traces**, you can see the latency and errors for the filtered service and operation for each individual trace ID in the list. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) -If you select an individual Trace ID, you can see more detailed information about the trace, such as time spent by the service and each span for the service and operation. You can also view the payload that you get from the index in JSON format. +If you select an individual trace ID, you can see more detailed information about the trace, such as **Time spent by the service** and **Spans** for the service per operation. You can also view the payload received from the index in JSON format. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/trace-details.png) ## Services -You can also look at individual error rates and latency for each individual service. Go to **Observability > Trace analytics > Services**. In **Services**, you can see the average latency, error rate, throughput and trace for each service in the list. +You can also view the individual error rates and latency for each individual service. Go to **Observability > Trace analytics > Services**. In **Services**, you can see the average latency, error rate, throughput and trace for each service in the list. ![Services list]({{site.url}}{{site.baseurl}}/images/trace-analytics/services-jaeger.png) From 7763331595d1889fc598cdc3830aca211ece67e2 Mon Sep 17 00:00:00 2001 From: alicejw Date: Tue, 17 Jan 2023 10:12:04 -0800 Subject: [PATCH 34/35] clarify Spans window function Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 1ab3a040eb..017ac3fb84 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -238,7 +238,7 @@ In **Traces**, you can see the latency and errors for the filtered service and o ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) -If you select an individual trace ID, you can see more detailed information about the trace, such as **Time spent by the service** and **Spans** for the service per operation. You can also view the payload received from the index in JSON format. +If you select an individual trace ID, you can see more detailed information about the trace, such as **Time spent by the service** and **Spans** for each service. You can also view the payload received from the index in JSON format. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/trace-details.png) From cc6f1fa83fd0bf6a2ec79469e2c7a25be67bc345 Mon Sep 17 00:00:00 2001 From: alicejw Date: Tue, 17 Jan 2023 11:08:10 -0800 Subject: [PATCH 35/35] clarified individual trace details section Signed-off-by: alicejw --- _observability-plugin/trace/trace-analytics-jaeger.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_observability-plugin/trace/trace-analytics-jaeger.md b/_observability-plugin/trace/trace-analytics-jaeger.md index 017ac3fb84..df5f63f37c 100644 --- a/_observability-plugin/trace/trace-analytics-jaeger.md +++ b/_observability-plugin/trace/trace-analytics-jaeger.md @@ -238,7 +238,7 @@ In **Traces**, you can see the latency and errors for the filtered service and o ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/service-trace-data.png) -If you select an individual trace ID, you can see more detailed information about the trace, such as **Time spent by the service** and **Spans** for each service. You can also view the payload received from the index in JSON format. +If you select an individual trace ID, you can see more detailed information about the trace, such as **Time spent by the service** and **Spans**. You can also view the index payload in JSON format. ![Select data source]({{site.url}}{{site.baseurl}}/images/trace-analytics/trace-details.png)

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