From 7cdad55629475d9e77b625053bf08cd4e7a6a616 Mon Sep 17 00:00:00 2001 From: YANGDB Date: Thu, 18 May 2023 13:31:28 -0700 Subject: [PATCH] append service & traces analytics docs & info Signed-off-by: YANGDB --- docs/schema/README.md | 2 +- docs/schema/observability/README.md | 6 +- docs/schema/observability/traces/Usage.md | 2 +- explain.json | 10979 ++++++++++++++++ .../display/sso-logs-dashboard-new.ndjson | 276 +- integrations/nginx/test/nginx-otel/Dockerfile | 0 .../service-map/info/ServiceMapQueries.md | 116 + .../info/TraceAnalyticsServiceMap.md | 403 + .../info/providers/data-prepper/README.md | 2 +- .../info/providers/jaeger/README.md | 2 +- .../service-map/samples/preloaded/README.md | 4 +- ...raceGroups.mapping => tracegroups.mapping} | 0 ...{traceGroups.schema => tracegroups.schema} | 0 13 files changed, 11517 insertions(+), 275 deletions(-) create mode 100644 explain.json delete mode 100644 integrations/nginx/test/nginx-otel/Dockerfile create mode 100644 integrations/service-map/info/ServiceMapQueries.md create mode 100644 integrations/service-map/info/TraceAnalyticsServiceMap.md rename src/main/resources/schema/observability/traces/{traceGroups.mapping => tracegroups.mapping} (100%) rename src/main/resources/schema/observability/traces/{traceGroups.schema => tracegroups.schema} (100%) diff --git a/docs/schema/README.md b/docs/schema/README.md index 2262d489f..86c31eddd 100644 --- a/docs/schema/README.md +++ b/docs/schema/README.md @@ -105,7 +105,7 @@ For example the [`logs.schema`](../../src/main/resources/schema/observability/lo ... ``` -We can observe that the `traceId` field is defined by referencing to the [Span](../../src/main/resources/schema/observability/traces/traceGroups.schema) schema and explicitly to the `#/properties/spanId` field reference location. +We can observe that the `traceId` field is defined by referencing to the [Span](../../src/main/resources/schema/observability/traces/tracegroups.schema) schema and explicitly to the `#/properties/spanId` field reference location. ### Mapping related Each mapping template will contain the foreign schemas that are referenced to in that specific mapping file. For example the [`logs.mapping`](../../src/main/resources/schema/observability/logs/logs.schema) file will contain the next correlation object in the mapping `_meta` section: diff --git a/docs/schema/observability/README.md b/docs/schema/observability/README.md index 9a718234b..7db438109 100644 --- a/docs/schema/observability/README.md +++ b/docs/schema/observability/README.md @@ -47,7 +47,7 @@ For example the [`logs.schema`](../../../src/main/resources/schema/observability ... ``` -We can observe that the `traceId` field is defined by referencing to the [Span](../../../src/main/resources/schema/observability/traces/traceGroups.schema) schema and explicitly to the `#/properties/spanId` field reference location. +We can observe that the `traceId` field is defined by referencing to the [Span](../../../src/main/resources/schema/observability/traces/tracegroups.schema) schema and explicitly to the `#/properties/spanId` field reference location. ### Mapping related Each mapping template will contain the foreign schemas that are referenced to in that specific mapping file. For example the [`logs.mapping`](../../../src/main/resources/schema/observability/logs/logs.schema) file will contain the next correlation object in the mapping `_meta` section: @@ -172,7 +172,7 @@ The correlation metadata info is exported in the following way: ### Schema related In JSON Schema, there is no built-in way to represent relationships directly between multiple schemas, like you would find in a relational database. However, you can establish relationships indirectly by using a combination of `$id`, `$ref`, and consistent property naming across your schemas. -For example the [`logs.schema`](../../../src/main/resources/schema/observability/logs/logs.schema) file contains the next `$ref` references for the `traceId` & `spanId` fields that belong to the [`traces.schema`](../../../src/main/resources/schema/observability/traces/traceGroups.schema). +For example the [`logs.schema`](../../../src/main/resources/schema/observability/logs/logs.schema) file contains the next `$ref` references for the `traceId` & `spanId` fields that belong to the [`traces.schema`](../../../src/main/resources/schema/observability/traces/tracegroups.schema). ```json5 ... @@ -185,7 +185,7 @@ For example the [`logs.schema`](../../../src/main/resources/schema/observability ... ``` -We can observe that the `traceId` field is defined by referencing to the [Span](../../../src/main/resources/schema/observability/traces/traceGroups.schema) schema and explicitly to the `#/properties/spanId` field reference location. +We can observe that the `traceId` field is defined by referencing to the [Span](../../../src/main/resources/schema/observability/traces/tracegroups.schema) schema and explicitly to the `#/properties/spanId` field reference location. ### Mapping related Each mapping template will contain the foreign schemas that are referenced to in that specific mapping file. For example the [`logs.mapping`](../../../src/main/resources/schema/observability/logs/logs.mapping) file will contain the next correlation object in the mapping `_meta` section: diff --git a/docs/schema/observability/traces/Usage.md b/docs/schema/observability/traces/Usage.md index 04a644414..acf69bf6e 100644 --- a/docs/schema/observability/traces/Usage.md +++ b/docs/schema/observability/traces/Usage.md @@ -7,7 +7,7 @@ Start the OpenSearch cluster and follow the next steps for manually setup of the `>> PUT _component_template/tracegroups_template` -Copy the [traceGroups.mapping](../../../../src/main/resources/schema/observability/traces/traceGroups.mapping) +Copy the [traceGroups.mapping](../../../../src/main/resources/schema/observability/traces/tracegroups.mapping) `>> PUT _index_template/traces` diff --git a/explain.json b/explain.json new file mode 100644 index 000000000..636fa8614 --- /dev/null +++ b/explain.json @@ -0,0 +1,10979 @@ +{ + "took" : 106403, + "timed_out" : false, + 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b/integrations/service-map/info/ServiceMapQueries.md new file mode 100644 index 000000000..a20ecea4a --- /dev/null +++ b/integrations/service-map/info/ServiceMapQueries.md @@ -0,0 +1,116 @@ +# Service-map Queries + + +`index_service_map` = Graph Connection metadata +`raw_index = trace metadata` + + +* Get all nodes(services), + +`select distinct(serviceName) from index_service_map +` + +* Get all edges + +`select t1.serviceName, t2.serviceName from index_service_map t1, index_service_map t2 where t2.destination.domain == t1.target.domain && t2.destination.resource == t1.target.resource +` + +## Metric Queries + +* Get Latency Metrics (for each service) + +for each X in nodes: + +``` +select avg(durationInNanos) from raw_index t1 +where t1.serviceName = X +and +( +(t1.name in (select target.resource from index_service_map where serviceName=X) +and t1.parentSpanId exists) +or +t1.parentSpanId does not exists +) +``` + + + +* GetThroughput → GetRequestCount + +for each X in nodes: + +``` +select count(distinct(spanId)) from raw_index t1 +where t1.serviceName = X +and +( +(t1.name in (select target.resource from index_service_map where serviceName=X) +and t1.parentSpanId exists) +or +t1.parentSpanId does not exists +) +``` + +* Get Error Rate + +for each X in nodes: +errorCount = + +``` +select count(distinct(spanId)) from raw_index t1 +where t1.serviceName = X +and +( +(t1.name in (select target.resource from index_service_map where serviceName=X) +and t1.parentSpanId exists) +or +t1.parentSpanId does not exists +) +and t1.status is Error +``` + +errorRate = errorCount/throughput + +## Filtering Queries + +* Filter by TRACE_GROUP + +for each node X, + + +``` +select avg(durationInNanos) from raw_index t1 +where t1.serviceName = X +and +( +(t1.name in (select target.resource from index_service_map where serviceName=X and traceGroupName = TRACE_GROUP) +and t1.parentSpanId exists) +or +(t1.parentSpanId does not exists and t1.name = TRACE_GROUP) +) +and +t1.traceId in (list of TraceIds which are part of the TraceGroup) + +``` + + + +* Filter by Trace Percentile + +for each X in nodes: + + +``` +select avg(durationInNanos) from raw_index t1 +where t1.serviceName = X +and +( +(t1.name in (select target.resource from index_service_map where serviceName=X) +and t1.parentSpanId exists) +or +t1.parentSpanId does not exists +) +and t1.TraceId in (list of TraceIds that are part of the percentile graph) + +``` + diff --git a/integrations/service-map/info/TraceAnalyticsServiceMap.md b/integrations/service-map/info/TraceAnalyticsServiceMap.md new file mode 100644 index 000000000..bec73fc25 --- /dev/null +++ b/integrations/service-map/info/TraceAnalyticsServiceMap.md @@ -0,0 +1,403 @@ +# Trace Analytics Service Map - UI + +## Node Map Construct + +Construct the map from service_map index and get a Map of service and list of target + +* service, has one attribute **serviceName**. +* target, has one attribute **resource** + +In the following example, we assume user select the following service denoted as **service_list** + +* database, **database_resource_list** +* analytics-service, **analytics-service_list** +* inventory, **inventory_list** + +The unin of all the resource list **database_resource_list + analytics-service_list + inventory_list** denoated as **resource_list** + +## Metric Queries - Enrich + +### Reference + +* [Service-map Queries](ServiceMapQueries.md) + +### Get Latency Metrics (for each service) + +The filter condition is: + +``` +resource.attributes.service.name in service_list +and (name in resource_list or parentSpanId not exist) +``` + +Then we can use the single DSL query to get the metrics of each service. + +``` +GET otel-v1-apm-span-000001/_search +{ + "from": 0, + "size": 0, + "query": { + "bool": { + "filter": [ + { + "terms": { + "resource.attributes.service.name.keyword": [ + "analytics-service", + "database", + "inventory" + ] + } + }, + { + "bool": { + "should": [ + { + "bool": { + "must_not": { + "exists": { + "field": "parentSpanId.keyword", + "boost": 1 + } + } + } + }, + { + "terms": { + "name.keyword": [ + "analytics-service", + "database", + "inventory", + "authentication", + "recommendation", + "payment" + ] + } + } + ], + "adjust_pure_negative": true, + "boost": 1 + } + } + ] + } + }, + "aggregations" : { + "name.keyword" : { + "terms" : { + "field" : "resource.attributes.service.name.keyword", + "size" : 200, + "min_doc_count" : 1, + "shard_min_doc_count" : 0, + "show_term_doc_count_error" : false, + "order" : [ + { + "_count" : "desc" + }, + { + "_key" : "asc" + } + ] + }, + "aggregations" : { + "AVG_0" : { + "avg" : { + "field" : "durationInNanos" + } + } + } + } + } +} + +# Result +https://paste.amazon.com/show/penghuo/1604538583 +``` + +### GetThroughput - GetRequestCount + +``` +GET otel-v1-apm-span-000001/_search +{ + "from": 0, + "size": 0, + "query": { + "bool": { + "filter": [ + { + "terms": { + "resource.attributes.service.name.keyword": [ + "analytics-service", + "database", + "inventory" + ] + } + }, + { + "bool": { + "should": [ + { + "bool": { + "must_not": { + "exists": { + "field": "parentSpanId.keyword", + "boost": 1 + } + } + } + }, + { + "terms": { + "name.keyword": [ + "analytics-service", + "database", + "inventory", + "authentication", + "recommendation", + "payment" + ] + } + } + ], + "adjust_pure_negative": true, + "boost": 1 + } + } + ] + } + }, + "aggregations" : { + "name.keyword" : { + "terms" : { + "field" : "resource.attributes.service.name.keyword", + "size" : 200, + "min_doc_count" : 1, + "shard_min_doc_count" : 0, + "show_term_doc_count_error" : false, + "order" : [ + { + "_count" : "desc" + }, + { + "_key" : "asc" + } + ] + }, + "aggregations" : { + "COUNT_0" : { + "cardinality" : { + "field" : "spanId.keyword" + } + } + } + } + } +} + +# Result +https://paste.amazon.com/show/penghuo/1604446208 +``` + +### GetErrorRate + +* solution I, caculate error rate with two queries. The first query get the total request for each service(denoted as **request**), the second query get the total error count for each service (denoted as **error**). Then the **error_rate = error / request**. + +``` +GET otel-v1-apm-span-000001/_search +{ + "from": 0, + "size": 0, + "query": { + "bool": { + "filter": [ + { + "term": { + "status.code.keyword": { + "value": "UnknownError" + } + } + }, + { + "terms": { + "resource.attributes.service.name.keyword": [ + "analytics-service", + "database", + "inventory" + ] + } + }, + { + "bool": { + "should": [ + { + "bool": { + "must_not": { + "exists": { + "field": "parentSpanId.keyword", + "boost": 1 + } + } + } + }, + { + "terms": { + "name.keyword": [ + "analytics-service", + "database", + "inventory", + "authentication", + "recommendation", + "payment" + ] + } + } + ] + } + } + ] + } + }, + "aggregations" : { + "name.keyword" : { + "terms" : { + "field" : "resource.attributes.service.name.keyword", + "size" : 200, + "min_doc_count" : 1, + "shard_min_doc_count" : 0, + "show_term_doc_count_error" : false, + "order" : [ + { + "_count" : "desc" + }, + { + "_key" : "asc" + } + ] + }, + "aggregations" : { + "COUNT_0" : { + "cardinality" : { + "field" : "spanId.keyword" + } + } + } + } + } +} +``` + +## + +## Average Latency for each Trace group of selected Service + +``` +SELECT T1.traceGroup, avg(T1.durationInNanos) +FROM otel-v1-apm-span-000001 T1 JOIN otel-v1-apm-span-000001 T2 +ON T1.traceId = T2.traceId +WHERE T1.traceGroup IS NOT NULL AND T2.serviceName = 'mysql' +GROUP BY T1.traceGroup +``` + + + +``` +# 1. GET TraceIds for mysql service +GET /otel-v1-apm-span-000001/_search +{ + "from" : 0, + "size" : 1000, + "query" : { + "bool" : { + "filter" : [ + { + "bool" : { + "must" : [ + { + "term" : { + "serviceName" : { + "value" : "mysql", + "boost" : 1.0 + } + } + } + ], + "adjust_pure_negative" : true, + "boost" : 1.0 + } + } + ], + "adjust_pure_negative" : true, + "boost" : 1.0 + } + }, + "_source" : { + "includes" : [ + "traceId" + ], + "excludes" : [ ] + } +} + +# 2. Calculate the average latency of each Trace Group +GET otel-v1-apm-span-000001/_search +{ + "from": 0, + "size": 0, + "query": { + "bool": { + "filter": [ + { + "bool": { + "must": { + "exists": { + "field": "parentSpanId", + "boost": 1 + } + } + } + }, + { + "terms": { + "traceId": [ + "000000000000000010d182dd2dc19b43", + "00000000000000003fbaec3b30b81597" + ] + } + + } + ] + } + }, + "aggregations" : { + "name.keyword" : { + "terms" : { + "field" : "traceGroup", + "size" : 200, + "min_doc_count" : 1, + "shard_min_doc_count" : 0, + "show_term_doc_count_error" : false, + "order" : [ + { + "_count" : "desc" + }, + { + "_key" : "asc" + } + ] + }, + "aggregations" : { + "AVG_0" : { + "avg" : { + "field" : "durationInNanos" + } + } + } + } + } +} +``` + + + + + diff --git a/integrations/service-map/info/providers/data-prepper/README.md b/integrations/service-map/info/providers/data-prepper/README.md index c28dbeca7..435a9c867 100644 --- a/integrations/service-map/info/providers/data-prepper/README.md +++ b/integrations/service-map/info/providers/data-prepper/README.md @@ -72,7 +72,7 @@ We will define the next mapping alias that will be part of the [config.json](../ ``` -To address this difference, the `trace` signal can be augmented with additional trace-component - in this case it will be the [traceGroup](../../../schema/observability/traces/traceGroup). +To address this difference, the `trace` signal can be augmented with additional trace-component - in this case it will be the [traceGroup](../../../../../src/main/resources/schema/observability/traces/tracegroups.mapping). ## Service dashboard Service will have a dashboard comprised of the following visualizations: diff --git a/integrations/service-map/info/providers/jaeger/README.md b/integrations/service-map/info/providers/jaeger/README.md index 926736ab1..a86adb8cc 100644 --- a/integrations/service-map/info/providers/jaeger/README.md +++ b/integrations/service-map/info/providers/jaeger/README.md @@ -81,7 +81,7 @@ We will define the next mapping alias that will be part of the [config.json](../ -To address this difference, the `trace` signal can be augmented with additional trace-component - in this case it will be the [traceGroup](../../../schema/observability/traces/traceGroup). +To address this difference, the `trace` signal can be augmented with additional trace-component - in this case it will be the [traceGroup](../../../../../src/main/resources/schema/observability/traces/tracegroups.mapping). ## Service dashboard Service will have a dashboard comprised of the following visualizations: diff --git a/integrations/service-map/samples/preloaded/README.md b/integrations/service-map/samples/preloaded/README.md index ab3b821f2..963bdf31e 100644 --- a/integrations/service-map/samples/preloaded/README.md +++ b/integrations/service-map/samples/preloaded/README.md @@ -13,7 +13,7 @@ This will load both opensearch server & dashboards - `$ docker compose up` - Ensure vm.max_map_count has been set to 262144 or higher (`sudo sysctl -w vm.max_map_count=262144`). -2. Load the Simple Schema traces / services / metrics index templates [Loading Traces](../../../../schema/observability/traces/Usage.md) +2. Load the Simple Schema traces / services / metrics index templates [Loading Traces](../../../../docs/schema/observability/traces/Usage.md) - `curl -XPUT localhost:9200/_component_template/tracegroups_template -H "Content-Type: application/json" --data-binary @traceGroups.mapping` @@ -24,7 +24,7 @@ This will load both opensearch server & dashboards - `curl -XPUT localhost:9200/_index_template/metrics -H "Content-Type: application/json" --data-binary @metrics.mapping` -3. Load the (proprietary) `data-prepper` traces / services [traces mapping template](../../schema/data-prepper-traces.mapping) , [Service mapping templates](../../schema/data-prepper-services.mapping) +3. Load the (proprietary) `data-prepper` traces / services [traces mapping template](../../assets/mapping/data-prepper-traces.mapping) , [Service mapping templates](../../assets/mapping/data-prepper-services.mapping) - `curl -XPUT localhost:9200/_index_template/otel-v1-apm-span -H "Content-Type: application/json" --data-binary @data-prepper-traces.mapping` - `curl -XPUT localhost:9200/_template/otel-v1-apm-service -H "Content-Type: application/json" --data-binary @data-prepper-services.mapping` diff --git a/src/main/resources/schema/observability/traces/traceGroups.mapping b/src/main/resources/schema/observability/traces/tracegroups.mapping similarity index 100% rename from src/main/resources/schema/observability/traces/traceGroups.mapping rename to src/main/resources/schema/observability/traces/tracegroups.mapping diff --git a/src/main/resources/schema/observability/traces/traceGroups.schema b/src/main/resources/schema/observability/traces/tracegroups.schema similarity index 100% rename from src/main/resources/schema/observability/traces/traceGroups.schema rename to src/main/resources/schema/observability/traces/tracegroups.schema