From 99fe5fe790ab0fbb4267ba207e9458a8f59eb3d8 Mon Sep 17 00:00:00 2001
From: wangsiyuan-code <61226922+wangsiyuan-code@users.noreply.github.com>
Date: Mon, 25 Sep 2023 14:04:06 +0800
Subject: [PATCH] feat: add OpenAIMonitor and LangChainMonitor plugin (#676)

---
 .../src/main/resources/metrics/metrics.json   | 396 ++++++++++++++++++
 test/scenes/scene-default/data.sql            |   6 +
 2 files changed, 402 insertions(+)

diff --git a/server/apm/apm-server/apm-engine/src/main/resources/metrics/metrics.json b/server/apm/apm-server/apm-engine/src/main/resources/metrics/metrics.json
index b723af24a..9ba810f6e 100644
--- a/server/apm/apm-server/apm-engine/src/main/resources/metrics/metrics.json
+++ b/server/apm/apm-server/apm-engine/src/main/resources/metrics/metrics.json
@@ -456,5 +456,401 @@
     "conditions": {
     },
     "materialized": true
+  },
+  {
+    "name": "openai_tokens_total_avg",
+    "index": "holoinsight-span",
+    "field": "attributes.openai.response.usage.total_tokens",
+    "function": "avg",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_tokens_total_sum_groups_model",
+    "index": "holoinsight-span",
+    "field": "attributes.openai.response.usage.total_tokens",
+    "function": "sum",
+    "groups": [
+      "attributes.openai.response.model"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_tokens_total_sum_groups_api",
+    "index": "holoinsight-span",
+    "field": "attributes.openai.response.usage.total_tokens",
+    "function": "sum",
+    "groups": [
+      "resource.service.name",
+      "attributes.openai.organization.name",
+      "attributes.openai.user.api_key"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_tokens_completion_avg",
+    "index": "holoinsight-span",
+    "field": "attributes.openai.response.usage.completion_tokens",
+    "function": "avg",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_tokens_prompt_avg",
+    "index": "holoinsight-span",
+    "field": "attributes.openai.response.usage.prompt_tokens",
+    "function": "avg",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_ratelimit_requests_remaining",
+    "index": "holoinsight-span",
+    "field": "attributes.openai.organization.ratelimit.requests.remaining",
+    "function": "avg",
+    "groups": [
+      "attributes.openai.organization.name"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_ratelimit_tokens_remaining",
+    "index": "holoinsight-span",
+    "field": "attributes.openai.organization.ratelimit.tokens.remaining",
+    "function": "avg",
+    "groups": [
+      "attributes.openai.organization.name"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_request_count_groups_model",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "attributes.openai.response.model"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_request_count_groups_api",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name",
+      "attributes.openai.organization.name",
+      "attributes.openai.user.api_key"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_request_latency_avg",
+    "index": "holoinsight-span",
+    "field": "latency",
+    "function": "avg",
+    "groups": [
+      "resource.service.name",
+      "attributes.openai.response.model"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_request_latency_percentiles",
+    "index": "holoinsight-span",
+    "field": "latency",
+    "function": "percentiles",
+    "groups": [
+      "resource.service.name",
+      "attributes.openai.response.model"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_request_fail_count",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "trace_status": "2",
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_request_fail_count_group_type",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name",
+      "attributes.error.type"
+    ],
+    "conditions": {
+      "trace_status": "2",
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "openai_request_count",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "attributes.component": "openai"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_tokens_total_avg",
+    "index": "holoinsight-span",
+    "field": "attributes.langchain.tokens.total_tokens",
+    "function": "avg",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_tokens_completion_avg",
+    "index": "holoinsight-span",
+    "field": "attributes.langchain.tokens.completion_tokens",
+    "function": "avg",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_tokens_prompt_avg",
+    "index": "holoinsight-span",
+    "field": "attributes.langchain.tokens.prompt_tokens",
+    "function": "avg",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_tokens_total_sum_groups_model",
+    "index": "holoinsight-span",
+    "field": "attributes.langchain.tokens.total_tokens",
+    "function": "sum",
+    "groups": [
+      "attributes.langchain.request.model"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_tokens_total_sum_groups_api",
+    "index": "holoinsight-span",
+    "field": "attributes.langchain.tokens.total_tokens",
+    "function": "sum",
+    "groups": [
+      "resource.service.name",
+      "attributes.langchain.request.api_key"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_tokens_total_sum_groups_type",
+    "index": "holoinsight-span",
+    "field": "attributes.langchain.tokens.total_tokens",
+    "function": "sum",
+    "groups": [
+      "resource.service.name",
+      "attributes.langchain.request.type"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_count_groups_model",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "attributes.langchain.request.model"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_count_groups_api",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name",
+      "attributes.langchain.request.api_key"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_count_groups_type",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name",
+      "attributes.langchain.request.type"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_count_groups_provider",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name",
+      "attributes.langchain.request.provider"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_fail_count",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "trace_status": "2",
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_fail_count_group_type",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name",
+      "attributes.error.type"
+    ],
+    "conditions": {
+      "trace_status": "2",
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_count",
+    "index": "holoinsight-span",
+    "field": "trace_id",
+    "function": "count",
+    "groups": [
+      "resource.service.name"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_latency_avg",
+    "index": "holoinsight-span",
+    "field": "latency",
+    "function": "avg",
+    "groups": [
+      "resource.service.name",
+      "attributes.langchain.request.model"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
+  },
+  {
+    "name": "langchain_request_latency_percentiles",
+    "index": "holoinsight-span",
+    "field": "latency",
+    "function": "percentiles",
+    "groups": [
+      "resource.service.name",
+      "attributes.langchain.request.model"
+    ],
+    "conditions": {
+      "name": "langchain.request"
+    },
+    "materialized": true
   }
 ]
\ No newline at end of file
diff --git a/test/scenes/scene-default/data.sql b/test/scenes/scene-default/data.sql
index c29df6c89..269cbb82b 100644
--- a/test/scenes/scene-default/data.sql
+++ b/test/scenes/scene-default/data.sql
@@ -3,6 +3,8 @@ INSERT INTO `tenant_ops` (`gmt_create`, `gmt_modified`, `tenant`, `storage`) VAL
 INSERT INTO `tenant` (`name`, `code`, `desc`, `json`, `md5`, `gmt_create`, `gmt_modified`, `product`) VALUES ('default', 'default', 'default', '{}', 'default', now(), now(), NULL);
 INSERT INTO `metadata_dictvalue` (`type`, `dict_key`, `dict_value`, `dict_value_type`, `dict_desc`, `version`, `creator`, `modifier`, `gmt_create`, `gmt_modified`) VALUES ('global_config', 'ula', 'MONITOR', NULL, NULL, 1, 'test1', 'test2', now(), now());
 
+INSERT INTO `metadata_dictvalue` (`type`, `dict_key`, `dict_value`, `dict_value_type`, `dict_desc`, `version`, `creator`, `modifier`, `gmt_create`, `gmt_modified`) VALUES ('global_config', 'is_apm_materialized', 'true', 'Boolean', 'APM指标后计算', 1, 'admin', 'admin', now(), now());
+
 INSERT INTO `display_template` (`id`, `name`, `ref_id`, `type`, `config`, `tenant`, `creator`, `modifier`, `gmt_create`, `gmt_modified`) VALUES (1, 'pod_app_metric', -1, 'pod_app_metric', '{\"title\":\"APP POD Metric\",\"version\":\"0.0.0\",\"variables\":[],\"groupType\":\"tab\",\"panels\":[{\"title\":\"CPU\",\"grid\":{\"x\":0,\"y\":0,\"h\":1,\"w\":24},\"type\":\"collapse\",\"options\":{\"collapse\":false},\"id\":\"panel-b005-c7ef-a030\",\"panels\":[]},{\"title\":\"k8s_pod_cpu_util_avg(%)\",\"type\":\"line_chart_panel\",\"showTimeInfo\":true,\"grid\":{\"x\":0,\"y\":0,\"w\":8,\"h\":6},\"targets\":[{\"text\":\"云监控-k8s_pod_cpu_util\",\"dsId\":\"k8s_pod_cpu_util\",\"source\":{\"pluginType\":\"CLOUD_MONITOR\",\"dsId\":\"k8s_pod_cpu_util\",\"tables\":{\"labels\":[{\"label\":\"app\",\"value\":\"app\"},{\"label\":\"hostname\",\"value\":\"hostname\"},{\"label\":\"workspace\",\"value\":\"workspace\"},{\"label\":\"pod\",\"value\":\"pod\"},{\"label\":\"ip\",\"value\":\"ip\"},{\"label\":\"namespace\",\"value\":\"namespace\"}],\"metrics\":[{\"label\":\"k8s_pod_cpu_util\",\"value\":\"k8s_pod_cpu_util\"}],\"multi\":true}},\"type\":\"CLOUD_MONITOR\",\"legend\":\"{{app}}/{{__name__}}\",\"dims\":[\"app\"],\"groupbyName\":[\"app\"],\"metrics\":[\"k8s_pod_cpu_util\"],\"uuid\":\"target-ae18-f0d9-380d\",\"refId\":\"A\",\"aggregator\":\"avg\",\"filters\":[{\"dimKey\":\"hostname\",\"filterType\":\"literal_or\",\"values\":[\"${hostname}\"]},{\"dimKey\":\"namespace\",\"filterType\":\"literal_or\",\"values\":[\"${namespace}\"]},{\"dimKey\":\"app\",\"filterType\":\"literal_or\",\"values\":[\"${app}\"]}]}],\"options\":{\"xAxis\":{\"label\":{\"formatter\":\"HH:mm\"},\"visible\":true},\"yAxis\":{\"label\":{\"formatter\":{\"op\":\"/\",\"opValue\":1,\"unit\":\"default\"}},\"visible\":true},\"lineStyle\":{\"size\":2},\"line\":{\"connectNulls\":false},\"point\":{\"visible\":false,\"size\":4},\"area\":{\"visible\":true,\"opacity\":0.1},\"tooltip\":{\"visible\":true,\"mode\":\"share\",\"order\":\"desc\"},\"legend\":{\"visible\":true,\"asTable\":false,\"position\":\"bottom\",\"values\":{\"min\":false,\"max\":false,\"avg\":false,\"current\":false,\"total\":false}},\"stack\":false},\"metricList\":[{\"name\":\"k8s_pod_cpu_util\",\"refId\":\"a\",\"targetUuid\":\"target-ae18-f0d9-380d\",\"type\":\"ds\"}],\"id\":\"panel-a9c4-527e-2ff8\"},{\"title\":\"k8s_pod_cpu_user_avg(%)\",\"type\":\"line_chart_panel\",\"showTimeInfo\":true,\"grid\":{\"x\":8,\"y\":0,\"w\":8,\"h\":6},\"targets\":[{\"text\":\"云监控-k8s_pod_cpu_user\",\"dsId\":\"k8s_pod_cpu_user\",\"source\":{\"pluginType\":\"CLOUD_MONITOR\",\"dsId\":\"k8s_pod_cpu_user\",\"tables\":{\"labels\":[{\"label\":\"app\",\"value\":\"app\"},{\"label\":\"hostname\",\"value\":\"hostname\"},{\"label\":\"workspace\",\"value\":\"workspace\"},{\"label\":\"pod\",\"value\":\"pod\"},{\"label\":\"ip\",\"value\":\"ip\"},{\"label\":\"namespace\",\"value\":\"namespace\"}],\"metrics\":[{\"label\":\"k8s_pod_cpu_user\",\"value\":\"k8s_pod_cpu_user\"}],\"multi\":true}},\"type\":\"CLOUD_MONITOR\",\"legend\":\"{{app}}/{{__name__}}\",\"dims\":[\"app\"],\"groupbyName\":[\"app\"],\"metrics\":[\"k8s_pod_cpu_user\"],\"uuid\":\"target-ae18-f0d9-380d\",\"refId\":\"A\",\"aggregator\":\"avg\",\"filters\":[{\"dimKey\":\"hostname\",\"filterType\":\"literal_or\",\"values\":[\"${hostname}\"]},{\"dimKey\":\"namespace\",\"filterType\":\"literal_or\",\"values\":[\"${namespace}\"]},{\"dimKey\":\"app\",\"filterType\":\"literal_or\",\"values\":[\"${app}\"]}]}],\"options\":{\"xAxis\":{\"label\":{\"formatter\":\"HH:mm\"},\"visible\":true},\"yAxis\":{\"label\":{\"formatter\":{\"op\":\"/\",\"opValue\":1,\"unit\":\"default\"}},\"visible\":true},\"lineStyle\":{\"size\":2},\"line\":{\"connectNulls\":false},\"point\":{\"visible\":false,\"size\":4},\"area\":{\"visible\":true,\"opacity\":0.1},\"tooltip\":{\"visible\":true,\"mode\":\"share\",\"order\":\"desc\"},\"legend\":{\"visible\":true,\"asTable\":false,\"position\":\"bottom\",\"values\":{\"min\":false,\"max\":false,\"avg\":false,\"current\":false,\"total\":false}},\"stack\":false},\"metricList\":[{\"name\":\"k8s_pod_cpu_user\",\"refId\":\"a\",\"targetUuid\":\"target-ae18-f0d9-380d\",\"type\":\"ds\"}],\"id\":\"panel-ac88-5235-9397\"},{\"title\":\"k8s_pod_cpu_sys_avg(%)\",\"type\":\"line_chart_panel\",\"showTimeInfo\":true,\"grid\":{\"x\":16,\"y\":0,\"w\":8,\"h\":6},\"targets\":[{\"text\":\"云监控-k8s_pod_cpu_sys\",\"dsId\":\"k8s_pod_cpu_sys\",\"source\":{\"pluginType\":\"CLOUD_MONITOR\",\"dsId\":\"k8s_pod_cpu_sys\",\"tables\":{\"labels\":[{\"label\":\"app\",\"value\":\"app\"},{\"label\":\"hostname\",\"value\":\"hostname\"},{\"label\":\"workspace\",\"value\":\"workspace\"},{\"label\":\"pod\",\"value\":\"pod\"},{\"label\":\"ip\",\"value\":\"ip\"},{\"label\":\"namespace\",\"value\":\"namespace\"}],\"metrics\":[{\"label\":\"k8s_pod_cpu_sys\",\"value\":\"k8s_pod_cpu_sys\"}],\"multi\":true}},\"type\":\"CLOUD_MONITOR\",\"legend\":\"{{app}}/{{__name__}}\",\"dims\":[\"app\"],\"groupbyName\":[\"app\"],\"metrics\":[\"k8s_pod_cpu_sys\"],\"uuid\":\"target-ae18-f0d9-380d\",\"refId\":\"A\",\"aggregator\":\"avg\",\"filters\":[{\"dimKey\":\"hostname\",\"filterType\":\"literal_or\",\"values\":[\"${hostname}\"]},{\"dimKey\":\"namespa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