From d1da8816d03c969cc598403e3e52c905a8769166 Mon Sep 17 00:00:00 2001 From: dmitchsplunk Date: Tue, 17 Dec 2024 14:25:33 -0800 Subject: [PATCH] updated node.js azure function to use manual instrumentation --- .../nodejs/azure-functions/README.md | 92 +- .../nodejs/azure-functions/host.json | 2 +- .../azure-functions/images/env-vars.png | Bin 493033 -> 479762 bytes .../azure-functions/images/related-logs.png | Bin 0 -> 403587 bytes .../nodejs/azure-functions/images/trace.png | Bin 357611 -> 342446 bytes .../nodejs/azure-functions/package-lock.json | 1494 ++++++++++------- .../nodejs/azure-functions/package.json | 8 +- .../nodejs/azure-functions/src/index.js | 30 +- 8 files changed, 931 insertions(+), 695 deletions(-) create mode 100644 instrumentation/nodejs/azure-functions/images/related-logs.png diff --git a/instrumentation/nodejs/azure-functions/README.md b/instrumentation/nodejs/azure-functions/README.md index 302311a..e822e42 100644 --- a/instrumentation/nodejs/azure-functions/README.md +++ b/instrumentation/nodejs/azure-functions/README.md @@ -11,8 +11,20 @@ The following tools are required to deploy Node.js Azure functions: * An Azure account with permissions to create and execute Azure functions * [Visual Studio Code](https://code.visualstudio.com/) +* An OpenTelemetry collector that's accessible to the Azure function * Azure Functions extension for Visual Studio Code (installed using Visual Studio Code) +## Splunk Distribution of the OpenTelemetry Collector + +For this example, we deployed the Splunk Distribution of the OpenTelemetry Collector onto a virtual machine +in Azure using Gateway mode, and ensured it's accessible to our Azure function. + +We configured it with the `SPLUNK_HEC_TOKEN` and `SPLUNK_HEC_URL` environment variables, so that it +exports logs to our Splunk Cloud instance. + +Please refer to [Install the Collector using packages and deployment tools](https://docs.splunk.com/observability/en/gdi/opentelemetry/install-the-collector.html#collector-package-install) +for collector installation instructions. + ## Application Overview If you just want to build and deploy the example, feel free to skip this section. @@ -23,18 +35,17 @@ We updated the [index.js](./src/index.js) file to include code that starts the i which adds the Azure function OpenTelemetry instrumentation: ```` -const { start } = require('@splunk/otel'); -const { getInstrumentations } = require('@splunk/otel/lib/instrumentations'); -const { AzureFunctionsInstrumentation } = require('@azure/functions-opentelemetry-instrumentation'); - -start({ - tracing: { - instrumentations: [ - ...getInstrumentations(), // Adds default instrumentations - new AzureFunctionsInstrumentation() - ], - }, +const sdk = new NodeSDK({ + traceExporter: new OTLPTraceExporter(), + metricReader: new PeriodicExportingMetricReader({ + exporter: new OTLPMetricExporter(), + }), + logRecordProcessor: new BatchLogRecordProcessor( + new OTLPLogExporter() + ), + instrumentations: [getNodeAutoInstrumentations(), new AzureFunctionsInstrumentation()], }); +sdk.start(); ```` We also modified the @@ -74,20 +85,24 @@ in the [package.json](./package.json) file: "@azure/functions": "^4.5.0", "@azure/functions-opentelemetry-instrumentation": "^0.1.0", "@opentelemetry/api": "^1.9.0", - "@splunk/otel": "^2.15.0", + "@opentelemetry/sdk-node": "^0.56.0", + "@opentelemetry/sdk-metrics": "^1.29.0", + "@opentelemetry/sdk-logs": "^0.56.0", + "@opentelemetry/exporter-trace-otlp-http": "^0.56.0", + "@opentelemetry/exporter-metrics-otlp-http": "^0.56.0", + "@opentelemetry/exporter-logs-otlp-http": "^0.56.0", + "@opentelemetry/auto-instrumentations-node": "^0.54.0", "pino": "^9.5.0" }, ```` -The [local.settings.json](./local.settings.json) file was then updated to include the Splunk realm and access token which is -used for local testing: +For this example, we'll send metrics, traces, and logs to a collector running on another virtual machine in Azure. The [local.settings.json](./local.settings.json) file was updated as follows: ```` "Values": { "AzureWebJobsStorage": "UseDevelopmentStorage=true", "FUNCTIONS_WORKER_RUNTIME": "node", - "OTEL_EXPORTER_OTLP_ENDPOINT": "https://ingest..signalfx.com/v2/trace/otlp", - "OTEL_EXPORTER_OTLP_HEADERS": "X-SF-TOKEN=", + "OTEL_EXPORTER_OTLP_ENDPOINT": "http://:4318", "OTEL_SERVICE_NAME": "azure-function-nodejs-opentelemetry-example", "OTEL_RESOURCE_ATTRIBUTES": "deployment.environment=test" } @@ -107,7 +122,7 @@ enables OpenTelemetry output from the host where the function runs: } } }, - "telemetryMode": "openTelemetry", + "telemetryMode": "OpenTelemetry", "extensionBundle": { "id": "Microsoft.Azure.Functions.ExtensionBundle", "version": "[4.*, 5.0.0)" @@ -143,8 +158,8 @@ In my example, I created a deployment slot named "test". ### Set Environment Variables To allow OpenTelemetry to send trace data to Splunk Observability Cloud, -we need to set the `SPLUNK_REALM`, `SPLUNK_ACCESS_TOKEN`, `OTEL_EXPORTER_OTLP_ENDPOINT`, -and `OTEL_EXPORTER_OTLP_HEADERS` environment variables +we need to set the `OTEL_EXPORTER_OTLP_ENDPOINT`, `OTEL_SERVICE_NAME`, +and `OTEL_RESOURCE_ATTRIBUTES` environment variables for our Azure Function App: ![Environment Variables](./images/env-vars.png) @@ -179,11 +194,7 @@ appearing in Splunk Observability Cloud: ![Trace](./images/trace.png) -Note that there are several traces captured at the function host level by Azure's Application Insights -that are not directly related to HTTP function requests. - -And in the trace shown above, there are also .NET spans associated with the function host, which -call into our Node.js function. +Note that the bottom-right of the trace includes a button that links to the related log entries. ### Add Trace Context to Logs @@ -195,25 +206,18 @@ such as the Once the logs are in Splunk platform, they can be made available to Splunk Observability Cloud using Log Observer Connect. -In the following example, -we can see that the trace context was injected successfully into the logs -since the Splunk distribution of OpenTelemetry JS automatically handles this when -`pino` is used for logging: +In general, logs generated by an Azure function get sent to Application Insights. +Various methods exist for ingesting logs into Splunk platform from Application Insights, +such as the +[Splunk Add-on for Microsoft Cloud Services](https://splunkbase.splunk.com/app/3110). -```` -{ - "level": 30, - "time": 1733937329972, - "pid": 5364, - "hostname": "10-30-16-44", - "trace_id": "5d36a2495225ca7122a24206cf7261ce", - "span_id": "24ab25749ad90eb4", - "trace_flags": "01", - "service.name": "azure-function-nodejs-opentelemetry-example", - "service.environment": "test", - "msg": "Http function processed request for url \"https://opentelemetry-nodejs-examples-test.azurewebsites.net/api/azure-function-nodejs-opentelemetry-example\"" -} -```` +In this example, OpenTelemetry JavaScript also exports logs +to our collector using OTLP. + +By following the link from the trace show above, we can see all of the log entries associated +with this trace: + +![Related Logs](./images/related-logs.png) -This will ensure full correlation between traces generated by the OpenTelemetry instrumentation -with metrics and logs. \ No newline at end of file +We can see that the log entries include a trace_id and span_id, which allows us to correlate +logs with traces. \ No newline at end of file diff --git a/instrumentation/nodejs/azure-functions/host.json b/instrumentation/nodejs/azure-functions/host.json index a186e44..cb151a2 100644 --- a/instrumentation/nodejs/azure-functions/host.json +++ b/instrumentation/nodejs/azure-functions/host.json @@ -8,7 +8,7 @@ } } }, - "telemetryMode": "openTelemetry", + "telemetryMode": "OpenTelemetry", "extensionBundle": { "id": "Microsoft.Azure.Functions.ExtensionBundle", "version": "[4.*, 5.0.0)" diff --git a/instrumentation/nodejs/azure-functions/images/env-vars.png 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a/instrumentation/nodejs/azure-functions/package-lock.json +++ b/instrumentation/nodejs/azure-functions/package-lock.json @@ -11,7 +11,13 @@ "@azure/functions": "^4.5.0", "@azure/functions-opentelemetry-instrumentation": "^0.1.0", "@opentelemetry/api": "^1.9.0", - "@splunk/otel": "^2.15.0", + "@opentelemetry/auto-instrumentations-node": "^0.54.0", + "@opentelemetry/exporter-logs-otlp-http": "^0.56.0", + "@opentelemetry/exporter-metrics-otlp-http": "^0.56.0", + "@opentelemetry/exporter-trace-otlp-http": "^0.56.0", + "@opentelemetry/sdk-logs": "^0.56.0", + "@opentelemetry/sdk-metrics": "^1.29.0", + "@opentelemetry/sdk-node": "^0.56.0", "pino": "^9.5.0" } }, @@ -76,15 +82,6 @@ "@opentelemetry/api": "^1.3.0" } }, - "node_modules/@colors/colors": { - "version": "1.6.0", - "resolved": "https://registry.npmjs.org/@colors/colors/-/colors-1.6.0.tgz", - "integrity": "sha512-Ir+AOibqzrIsL6ajt3Rz3LskB7OiMVHqltZmspbW/TJuTVuyOMirVqAkjfY6JISiLHgyNqicAC8AyHHGzNd/dA==", - "license": "MIT", - "engines": { - "node": ">=0.1.90" - } - }, "node_modules/@fastify/busboy": { "version": "2.1.1", "resolved": "https://registry.npmjs.org/@fastify/busboy/-/busboy-2.1.1.tgz", @@ -151,9 +148,9 @@ } }, "node_modules/@opentelemetry/api-logs": { - "version": "0.55.0", - "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.55.0.tgz", - "integrity": "sha512-3cpa+qI45VHYcA5c0bHM6VHo9gicv3p5mlLHNG3rLyjQU8b7e0st1rWtrUn3JbZ3DwwCfhKop4eQ9UuYlC6Pkg==", + "version": "0.56.0", + "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.56.0.tgz", + "integrity": "sha512-Wr39+94UNNG3Ei9nv3pHd4AJ63gq5nSemMRpCd8fPwDL9rN3vK26lzxfH27mw16XzOSO+TpyQwBAMaLxaPWG0g==", "license": "Apache-2.0", "dependencies": { "@opentelemetry/api": "^1.3.0" @@ -162,56 +159,131 @@ "node": ">=14" } }, - "node_modules/@opentelemetry/context-async-hooks": { - "version": "1.28.0", - "resolved": "https://registry.npmjs.org/@opentelemetry/context-async-hooks/-/context-async-hooks-1.28.0.tgz", - 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b/instrumentation/nodejs/azure-functions/package.json index 1a63a63..b460f21 100644 --- a/instrumentation/nodejs/azure-functions/package.json +++ b/instrumentation/nodejs/azure-functions/package.json @@ -10,7 +10,13 @@ "@azure/functions": "^4.5.0", "@azure/functions-opentelemetry-instrumentation": "^0.1.0", "@opentelemetry/api": "^1.9.0", - "@splunk/otel": "^2.15.0", + "@opentelemetry/sdk-node": "^0.56.0", + "@opentelemetry/sdk-metrics": "^1.29.0", + "@opentelemetry/sdk-logs": "^0.56.0", + "@opentelemetry/exporter-trace-otlp-http": "^0.56.0", + "@opentelemetry/exporter-metrics-otlp-http": "^0.56.0", + "@opentelemetry/exporter-logs-otlp-http": "^0.56.0", + "@opentelemetry/auto-instrumentations-node": "^0.54.0", "pino": "^9.5.0" }, "main": "src/{index.js,functions/*.js}" diff --git a/instrumentation/nodejs/azure-functions/src/index.js b/instrumentation/nodejs/azure-functions/src/index.js index f427ee8..c0b5776 100644 --- a/instrumentation/nodejs/azure-functions/src/index.js +++ b/instrumentation/nodejs/azure-functions/src/index.js @@ -1,17 +1,21 @@ -const { app } = require('@azure/functions'); -const { start } = require('@splunk/otel'); -const { getInstrumentations } = require('@splunk/otel/lib/instrumentations'); const { AzureFunctionsInstrumentation } = require('@azure/functions-opentelemetry-instrumentation'); +const { NodeSDK } = require('@opentelemetry/sdk-node'); +const { getNodeAutoInstrumentations } = require('@opentelemetry/auto-instrumentations-node'); +const { OTLPTraceExporter } = require('@opentelemetry/exporter-trace-otlp-http'); +const { OTLPMetricExporter } = require('@opentelemetry/exporter-metrics-otlp-http'); +const { PeriodicExportingMetricReader } = require('@opentelemetry/sdk-metrics'); +const { BatchLogRecordProcessor } = require('@opentelemetry/sdk-logs'); +const { OTLPLogExporter } = require ('@opentelemetry/exporter-logs-otlp-http'); -start({ - tracing: { - instrumentations: [ - ...getInstrumentations(), // Adds default instrumentations - new AzureFunctionsInstrumentation() - ], - }, +const sdk = new NodeSDK({ + traceExporter: new OTLPTraceExporter(), + metricReader: new PeriodicExportingMetricReader({ + exporter: new OTLPMetricExporter(), + }), + logRecordProcessor: new BatchLogRecordProcessor( + new OTLPLogExporter() + ), + instrumentations: [getNodeAutoInstrumentations(), new AzureFunctionsInstrumentation()], }); +sdk.start(); -app.setup({ - enableHttpStream: true, -}); \ No newline at end of file