Skip to content

[REQUEST] TracingChannel support for observability #393

Description

@logaretm

Overview

I'd like to propose first-class TracingChannel support in dataloader, following undici in Node.js core and its sibling in the GraphQL org, graphql-js.

TracingChannel is built on diagnostics_channel for tracing async operations. It exposes structured lifecycle channels (start, end, error, asyncStart, asyncEnd) and propagates async context correctly.

Motivation

DataLoader is on the hot path of nearly every GraphQL server, and it has no built-in instrumentation. So every APM monkey-patches it: @opentelemetry/instrumentation-dataloader patches load, loadMany, prime, clear, and clearAll on the prototype, plus wraps the DataLoader constructor to intercept the user's batchLoadFn and trace batch dispatch. Datadog and Sentry do the same. The usual fragility applies:

  • Runtime lock-in: RITM/IITM rely on Node.js module loader internals (Module._resolveFilename, module.register()). They don't work on Bun or Deno.
  • ESM fragility: IITM depends on Node's evolving module hooks, a persistent source of breakage in OTEL JS.
  • Initialization ordering: patching must happen before dataloader is first imported, or instrumentation silently no-ops.
  • Bundling: instrumented modules must stay externalized, which is hard when frameworks bundle server code into single files.

There's a DataLoader-specific cost too. Batching decouples load(key) from the eventual batchLoadFn([...keys]) across an async boundary, so the OTel patch wraps the user's batchLoadFn, stashes per-key span contexts on the internal _batch, and rebuilds the load-to-batch link graph by hand. Native emission removes all of it: the engine knows exactly when a batch is scheduled, which keys it holds, and when the promise settles.

With TracingChannel, instrumentation libraries become subscribers, not patches: independent, order-free, and with no dependency on internals like _batch.

Proposed Tracing Channels

Async operations use TracingChannel (start, end, asyncStart, asyncEnd, error). Synchronous cache operations use plain diagnostics_channel point events.

Async operations (TracingChannel, tracePromise)

TracingChannel Tracks Context fields
dataloader:load load(key) to per-key resolution/error name, key
dataloader:loadMany loadMany(keys) to settled array name, keys
dataloader:batch batchLoadFn(keys) dispatch until its promise settles name, keys, batchSize

Cache operations (plain point events)

Synchronous and fire-and-forget. Included for parity with the spans OTel emits today.

Channel Tracks Context fields
dataloader:prime prime(key, value) name, key
dataloader:clear clear(key) name, key
dataloader:clearAll clearAll() name

How APM Tools Use This

Today: patch 5 prototype methods + wrap the user's batchLoadFn

// Simplified from @opentelemetry/instrumentation-dataloader
wrap(DataLoader.prototype, 'constructor', /* intercept the user batchLoadFn */);
wrap(DataLoader.prototype, 'load', original => function patchedLoad(key) {
  const span = tracer.startSpan(getSpanName(this, 'load'));
  // push spanContext into this._batch.spanLinks so the batch span can link back
  return context.with(/* ... */, () => original.call(this, key));
});
wrap(DataLoader.prototype, 'loadMany', /* ... */);
wrap(DataLoader.prototype, 'prime', /* ... */);
wrap(DataLoader.prototype, 'clear', /* ... */);
wrap(DataLoader.prototype, 'clearAll', /* ... */);
// batch span created inside the wrapped batchLoadFn, links rebuilt from captured contexts

Depends on prototype shapes, the internal _batch, and the constructor signature, and must install before first import.

With TracingChannel: subscribe to structured events

const dc = require('node:diagnostics_channel');

dc.tracingChannel('dataloader:batch').subscribe({
  start(ctx) {
    ctx.span = tracer.startSpan(
      ctx.name ? `dataloader.batch ${ctx.name}` : 'dataloader.batch',
      { attributes: { 'dataloader.batch.size': ctx.batchSize } },
    );
  },
  asyncEnd(ctx) { ctx.span?.end(); },
  error(ctx) {
    ctx.span?.setStatus({ code: SpanStatusCode.ERROR, message: ctx.error?.message });
    ctx.span?.recordException(ctx.error);
  },
});

dc.tracingChannel('dataloader:load').subscribe({
  start(ctx) { ctx.span = tracer.startSpan(ctx.name ? `dataloader.load ${ctx.name}` : 'dataloader.load'); },
  asyncEnd(ctx) { ctx.span?.end(); },
  error(ctx) { ctx.span?.setStatus({ code: SpanStatusCode.ERROR }); },
});

dc.channel('dataloader:clearAll').subscribe(ctx => { /* counter / annotate active span */ });

Prior Art

This follows the pattern adopted or in progress across the ecosystem:


Just like graphql/graphql-js#4670, I would be happy to PR this and iterate with the team from there. Would you folks be willing to accept a PR for it?

Metadata

Metadata

Assignees

No one assigned

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions