[PRO-973] basic o11y around anthropic api calls (#22)

add some otel initialization, pointing at honeycomb + a function to wrap other functions with spans. use that function to wrap `callAnthropic` and add some context (number of messages sent, token usage, along with some metadata should we ever support other providers.) The honeycomb api key/dataset are to be passed via env vars `HONEYCOMB_API_KEY` and `HONEYCOMB_DATASET` respectively.
2025-06-26 18:26:38 +00:00 · 2025-02-18 10:06:20 -08:00 · 2025-02-18 10:06:20 -08:00 · af4c405620
commit af4c405620
parent 20bb97c0c5
5 changed files with 443 additions and 42 deletions
--- a/.env.example
+++ b/.env.example
@ -55,7 +55,7 @@ TOGETHER_API_KEY=
 #Get your Hyperbolics API Key at https://app.hyperbolic.xyz/settings
 #baseURL="https://api.hyperbolic.xyz/v1/chat/completions"
 HYPERBOLIC_API_KEY=
-HYPERBOLIC_API_BASE_URL= 
+HYPERBOLIC_API_BASE_URL=

 # Get your Mistral API Key by following these instructions -
 # https://console.mistral.ai/api-keys/
@ -78,7 +78,7 @@ LMSTUDIO_API_BASE_URL=
 # You only need this environment variable set if you want to use xAI models
 XAI_API_KEY=

-# Get your Perplexity API Key here - 
+# Get your Perplexity API Key here -
 # https://www.perplexity.ai/settings/api
 # You only need this environment variable set if you want to use Perplexity models
 PERPLEXITY_API_KEY=
@ -98,9 +98,13 @@ AWS_BEDROCK_CONFIG=
 VITE_LOG_LEVEL=debug

 # Example Context Values for qwen2.5-coder:32b
-# 
+#
 # DEFAULT_NUM_CTX=32768 # Consumes 36GB of VRAM
 # DEFAULT_NUM_CTX=24576 # Consumes 32GB of VRAM
 # DEFAULT_NUM_CTX=12288 # Consumes 26GB of VRAM
 # DEFAULT_NUM_CTX=6144 # Consumes 24GB of VRAM
 DEFAULT_NUM_CTX=
+
+# set these to enable opentelemetry
+HONEYCOMB_API_KEY=
+HONEYCOMB_DATASET=
--- a/app/lib/.server/llm/chat-anthropic.ts
+++ b/app/lib/.server/llm/chat-anthropic.ts
@ -5,7 +5,9 @@ import type { ContentBlockParam, MessageParam } from "@anthropic-ai/sdk/resource
 import type { FileMap } from "./stream-text";
 import { StreamingMessageParser } from "~/lib/runtime/message-parser";
 import { extractRelativePath } from "~/utils/diff";
+import { wrapWithSpan, getCurrentSpan } from "~/lib/.server/otel";

+const Model = "claude-3-5-sonnet-20241022";
 const MaxMessageTokens = 8192;

 function convertContentToAnthropic(content: any): ContentBlockParam[] {
@ -47,52 +49,78 @@ export interface AnthropicCall {
  promptTokens: number;
 }

-async function callAnthropic(apiKey: string, systemPrompt: string, messages: MessageParam[]): Promise<AnthropicCall> {
-  const anthropic = new Anthropic({ apiKey });
+const callAnthropic = wrapWithSpan(
+  {
+    name: "llm-call",
+    attrs: {
+      "llm.provider": "anthropic",
+      "llm.model": Model,
+    },
+  },

-  console.log("************************************************");
-  console.log("AnthropicMessageSend");
-  console.log("Message system:");
-  console.log(systemPrompt);
-  for (const message of messages) {
-    console.log(`Message ${message.role}:`);
-    console.log(flatMessageContent(message.content));
-  }
-  console.log("************************************************");
+  // eslint-disable-next-line prefer-arrow-callback
+  async function callAnthropic(apiKey: string, systemPrompt: string, messages: MessageParam[]): Promise<AnthropicCall> {
+    const span = getCurrentSpan();
+    span?.setAttributes({
+      "llm.chat.calls": 1, // so we can SUM(llm.chat.calls) without doing a COUNT + filter
+      "llm.chat.num_messages": messages.length,
+    });

-  const response = await anthropic.messages.create({
-    model: "claude-3-5-sonnet-20241022",
-    messages,
-    max_tokens: MaxMessageTokens,
-    system: systemPrompt,
-  });
+    const anthropic = new Anthropic({ apiKey });

-  let responseText = "";
-  for (const content of response.content) {
-    if (content.type === "text") {
-      responseText += content.text;
-    } else {
-      console.log("AnthropicUnknownResponse", JSON.stringify(content, null, 2));
+    console.log("************************************************");
+    console.log("AnthropicMessageSend");
+    console.log("Message system:");
+    console.log(systemPrompt);
+    for (const message of messages) {
+      console.log(`Message ${message.role}:`);
+      console.log(flatMessageContent(message.content));
    }
-  }
+    console.log("************************************************");

-  const completionTokens = response.usage.output_tokens;
-  const promptTokens = response.usage.input_tokens;
+    const response = await anthropic.messages.create({
+      model: "claude-3-5-sonnet-20241022",
+      messages,
+      max_tokens: MaxMessageTokens,
+      system: systemPrompt,
+    });

-  console.log("************************************************");
-  console.log("AnthropicMessageResponse:");
-  console.log(responseText);
-  console.log("AnthropicTokens", completionTokens + promptTokens);
-  console.log("************************************************");
+    let responseText = "";
+    for (const content of response.content) {
+      if (content.type === "text") {
+        responseText += content.text;
+      } else {
+        console.log("AnthropicUnknownResponse", JSON.stringify(content, null, 2));
+      }
+    }

-  return {
-    systemPrompt,
-    messages,
-    responseText,
-    completionTokens,
-    promptTokens,
-  };
-}
+    const completionTokens = response.usage.output_tokens;
+    const promptTokens = response.usage.input_tokens;
+
+    span?.setAttributes({
+      "llm.chat.prompt_tokens": promptTokens,
+      "llm.chat.completion_tokens": completionTokens,
+
+      // to save us needing to worry about a derived column
+      "llm.chat.total_tokens": completionTokens + promptTokens,
+    });
+
+
+    console.log("************************************************");
+    console.log("AnthropicMessageResponse:");
+    console.log(responseText);
+    console.log("AnthropicTokens", completionTokens + promptTokens);
+    console.log("************************************************");
+
+    return {
+      systemPrompt,
+      messages,
+      responseText,
+      completionTokens,
+      promptTokens,
+    };
+  },
+);

 function getFileContents(files: FileMap, path: string): string {
  for (const [filePath, file] of Object.entries(files)) {
--- a/app/lib/.server/otel.ts
+++ b/app/lib/.server/otel.ts
@ -0,0 +1,98 @@
+import { Resource } from '@opentelemetry/resources';
+import { ATTR_SERVICE_NAME } from '@opentelemetry/semantic-conventions';
+import { WebTracerProvider } from '@opentelemetry/sdk-trace-web';
+import { ConsoleSpanExporter, SimpleSpanProcessor } from '@opentelemetry/sdk-trace-base';
+import { OTLPTraceExporter } from '@opentelemetry/exporter-trace-otlp-http';
+import { ZoneContextManager } from '@opentelemetry/context-zone';
+import { SpanStatusCode, type Attributes, context, trace } from '@opentelemetry/api';
+
+function initializeOpenTelemetry() {
+  const honeycombApiKey = process.env.HONEYCOMB_API_KEY;
+  const honeycombDataset = process.env.HONEYCOMB_DATASET;
+
+  if (!honeycombApiKey || !honeycombDataset) {
+    console.warn('OpenTelemetry initialization skipped: HONEYCOMB_API_KEY and/or HONEYCOMB_DATASET not set');
+    return trace.getTracerProvider().getTracer('nut-server');
+  }
+
+  console.warn('Initializing OpenTelemetry');
+
+  const exporter = new OTLPTraceExporter({
+    url: 'https://api.honeycomb.io/v1/traces',
+    headers: {
+      'x-honeycomb-team': honeycombApiKey,
+      'x-honeycomb-dataset': honeycombDataset,
+    },
+  });
+
+  const resource = new Resource({
+    [ATTR_SERVICE_NAME]: 'nut.server',
+  });
+
+  const provider = new WebTracerProvider({
+    resource,
+    spanProcessors: [new SimpleSpanProcessor(exporter), new SimpleSpanProcessor(new ConsoleSpanExporter())],
+  });
+
+  provider.register({
+    contextManager: new ZoneContextManager(),
+  });
+
+  return provider.getTracer('nut-server');
+}
+
+const tracer = initializeOpenTelemetry();
+
+class NormalizedError extends Error {
+  value: unknown;
+
+  constructor(value: unknown) {
+    super();
+    this.value = value;
+  }
+}
+
+export function normalizeError(err: unknown): Error {
+  return err instanceof Error ? err : new NormalizedError(err);
+}
+
+type SpanOptions = {
+  name: string;
+  attrs?: Attributes;
+};
+
+export function wrapWithSpan<Args extends any[], T>(
+  opts: SpanOptions,
+  fn: (...args: Args) => Promise<T>,
+): (...args: Args) => Promise<T> {
+  return async (...args: Args) => {
+    return tracer.startActiveSpan(opts.name, async (span) => {
+      if (opts.attrs) {
+        span.setAttributes(opts.attrs);
+      }
+
+      try {
+        const rv = await fn(...args);
+
+        span.setStatus({
+          code: SpanStatusCode.OK,
+        });
+
+        return rv;
+      } catch (e) {
+        const err = normalizeError(e);
+        span.setStatus({
+          code: SpanStatusCode.ERROR,
+        });
+        span.recordException(err);
+        throw e;
+      } finally {
+        span.end();
+      }
+    });
+  };
+}
+
+export function getCurrentSpan() {
+  return trace.getSpan(context.active());
+}
--- a/package.json
+++ b/package.json
@ -60,6 +60,13 @@
    "@octokit/rest": "^21.0.2",
    "@octokit/types": "^13.6.2",
    "@openrouter/ai-sdk-provider": "^0.0.5",
+    "@opentelemetry/api": "^1.9.0",
+    "@opentelemetry/context-zone": "^1.30.1",
+    "@opentelemetry/exporter-trace-otlp-http": "^0.57.1",
+    "@opentelemetry/resources": "^1.30.1",
+    "@opentelemetry/sdk-trace-base": "^1.30.1",
+    "@opentelemetry/sdk-trace-web": "^1.30.1",
+    "@opentelemetry/semantic-conventions": "^1.30.0",
    "@radix-ui/react-context-menu": "^2.2.2",
    "@radix-ui/react-dialog": "^1.1.2",
    "@radix-ui/react-dropdown-menu": "^2.1.2",
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@ -101,6 +101,27 @@ importers:
      '@openrouter/ai-sdk-provider':
        specifier: ^0.0.5
        version: 0.0.5(zod@3.23.8)
+      '@opentelemetry/api':
+        specifier: ^1.9.0
+        version: 1.9.0
+      '@opentelemetry/context-zone':
+        specifier: ^1.30.1
+        version: 1.30.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/exporter-trace-otlp-http':
+        specifier: ^0.57.1
+        version: 0.57.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources':
+        specifier: ^1.30.1
+        version: 1.30.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-base':
+        specifier: ^1.30.1
+        version: 1.30.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-web':
+        specifier: ^1.30.1
+        version: 1.30.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/semantic-conventions':
+        specifier: ^1.30.0
+        version: 1.30.0
      '@radix-ui/react-context-menu':
        specifier: ^2.2.2
        version: 2.2.2(@types/react-dom@18.3.1)(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@ -1641,10 +1662,87 @@ packages:
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      zod: ^3.0.0

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+    engines: {node: '>=14'}
+    peerDependencies:
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@ -6188,6 +6323,9 @@ packages:
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@ -7750,8 +7888,92 @@ snapshots:
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      zod: 3.23.8

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+  '@opentelemetry/context-zone-peer-dep@1.30.1(@opentelemetry/api@1.9.0)(zone.js@0.15.0)':
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+      '@opentelemetry/resources': 1.30.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/semantic-conventions': 1.28.0
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+  '@opentelemetry/sdk-trace-web@1.30.1(@opentelemetry/api@1.9.0)':
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+      '@opentelemetry/sdk-trace-base': 1.30.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/semantic-conventions': 1.28.0
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+  '@opentelemetry/semantic-conventions@1.28.0': {}
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+  '@opentelemetry/semantic-conventions@1.30.0': {}
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@ -7759,6 +7981,29 @@ snapshots:

  '@polka/url@1.0.0-next.28': {}

+  '@protobufjs/aspromise@1.1.2': {}
+
+  '@protobufjs/base64@1.1.2': {}
+
+  '@protobufjs/codegen@2.0.4': {}
+
+  '@protobufjs/eventemitter@1.1.0': {}
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+  '@protobufjs/fetch@1.1.0':
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+      '@protobufjs/inquire': 1.1.0
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+  '@protobufjs/float@1.0.2': {}
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+  '@protobufjs/inquire@1.1.0': {}
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+  '@protobufjs/path@1.1.2': {}
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+  '@protobufjs/pool@1.1.0': {}
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+  '@protobufjs/utf8@1.1.0': {}
+
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  '@radix-ui/react-arrow@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
@ -10706,6 +10951,8 @@ snapshots:
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      is-unicode-supported: 0.1.0

+  long@5.3.0: {}
+
  longest-streak@3.1.0: {}

  loose-envify@1.4.0:
@ -11916,6 +12163,21 @@ snapshots:

  property-information@6.5.0: {}

+  protobufjs@7.4.0:
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+      '@protobufjs/base64': 1.1.2
+      '@protobufjs/codegen': 2.0.4
+      '@protobufjs/eventemitter': 1.1.0
+      '@protobufjs/fetch': 1.1.0
+      '@protobufjs/float': 1.0.2
+      '@protobufjs/inquire': 1.1.0
+      '@protobufjs/path': 1.1.2
+      '@protobufjs/pool': 1.1.0
+      '@protobufjs/utf8': 1.1.0
+      '@types/node': 22.10.1
+      long: 5.3.0
+
  proxy-addr@2.0.7:
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@ -13236,4 +13498,6 @@ snapshots:

  zod@3.23.8: {}

+  zone.js@0.15.0: {}
+
  zwitch@2.0.4: {}