Skip to content
Back to skills

Source 76c12d74699e23faab737387

ASecurity

Writes Airflow task logic in Go using the Airflow Go SDK. Use when the user wants to implement Airflow tasks in Go, asks about `BundleProvider`/`RegisterDags`, the `bundlev1` Registry/Dag interfaces, registering Go tasks (`AddTask`/`AddTaskWithName`), dependency injection by parameter type (`context.Context`, `sdk.TIRunContext`, `*slog.Logger`, `sdk.Client`), or reading connections/variables/XComs from Go. This skill covers the Go-specific native API; the shared Python-stub pattern and concep...

  • 2 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added November 7, 2026
developmentpythongogitapi

Works with

  • cli
  • api

Security analysis

A100/100

Pro scans all 3 files and shows the line behind each finding

Scanned November 7, 2026

npx -y skills add gutsofpratik/OpenClaude-Skills --skill source-76c12d74699e23faab737387 --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Source 76c12d74699e23faab737387?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Source 76c12d74699e23faab737387
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/gutsofpratik-source-76c12d74699e23faab737387/badge)](https://www.skillsdirectory.com/skills/gutsofpratik-source-76c12d74699e23faab737387)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: authoring-go-sdk-tasks
description: Writes Airflow task logic in Go using the Airflow Go SDK. Use when the user wants to implement Airflow tasks in Go, asks about `BundleProvider`/`RegisterDags`, the `bundlev1` Registry/Dag interfaces, registering Go tasks (`AddTask`/`AddTaskWithName`), dependency injection by parameter type (`context.Context`, `sdk.TIRunContext`, `*slog.Logger`, `sdk.Client`), or reading connections/variables/XComs from Go. This skill covers the Go-specific native API; the shared Python-stub pattern and conceptual model live in authoring-language-sdk-tasks. For building/packing/shipping the bundle see deploying-go-sdk-bundles; for coordinator config see configuring-airflow-language-sdks.
---

# Authoring Go SDK Tasks

The Airflow Go SDK implements the language-SDK model for Go: your DAG stays in Python, and each task is a compiled Go function registered inside a **bundle** (a single native executable). This skill covers the **Go-specific** native API. The shared model (the Python `@task.stub` pattern, ID matching, the XCom-as-JSON contract) lives in **authoring-language-sdk-tasks**; read that first if you are new to language SDKs.

> **Experimental.** The Go SDK is under active development and not production-ready. Module path `github.com/apache/airflow/go-sdk` (Go 1.24+). APIs may change.

> **Related skills:** **authoring-language-sdk-tasks** (shared Python stub + concepts), **deploying-go-sdk-bundles** (build, pack, and ship the bundle), **configuring-airflow-language-sdks** (route the queue to the Go coordinator).

---

## Recap: the Python side

A Go task is paired with a Python stub that carries no logic; it declares the task, its queue, and the dependency graph. IDs must match the Go registration exactly, and `queue=` routes the task to the Go runtime. Full rules are in **authoring-language-sdk-tasks**; the minimal shape:

```python
from airflow.sdk import dag, task


@task.stub(queue="golang")
def extract(): ...


@task.stub(queue="golang")
def transform(): ...


@dag()
def simple_dag():
    extract() >> transform()


simple_dag()
```

The `queue` value (`"golang"` here) is an arbitrary label that must match the queue routed to the Go coordinator (`queue_to_coordinator`). See **configuring-airflow-language-sdks**.

---

## The bundle entry point

A bundle implements `bundlev1.BundleProvider`: report its version and register your DAGs and tasks. `main` is one line; `bundlev1server.Serve` wires the bundle to the Airflow runtime for you.

```go
package main

import (
	"log"

	v1 "github.com/apache/airflow/go-sdk/bundle/bundlev1"
	"github.com/apache/airflow/go-sdk/bundle/bundlev1/bundlev1server"
)

type myBundle struct{}

var _ v1.BundleProvider = (*myBundle)(nil)

func (m *myBundle) GetBundleVersion() v1.BundleInfo {
	return v1.BundleInfo{Name: bundleName, Version: &bundleVersion}
}

func (m *myBundle) RegisterDags(dagbag v1.Registry) error {
	simpleDag := dagbag.AddDag("simple_dag")      // dag_id must match the Python @dag name
	simpleDag.AddTask(extract)                    // task_id is the function name; must match the stub
	simpleDag.AddTaskWithName("transform", transform) // or set the task_id explicitly
	return nil
}

func main() {
	if err := bundlev1server.Serve(&myBundle{}); err != nil {
		log.Fatal(err)
	}
}
```

`AddTask(fn)` derives the `task_id` from the Go function's name; use `AddTaskWithName("<task_id>", fn)` when that name can't match the Python stub (an unexported, renamed, or reused function). `RegisterDags` is the single source of truth for task identity: the bundle's manifest (used by the packer and by the coordinator) is generated by running it, never hand-written.

---

## Task functions: dependency injection by parameter type

A task is an ordinary Go function. The runtime inspects its signature and injects arguments **by type**; declare only what you need.

| Parameter type | Injected value |
|----------------|----------------|
| `context.Context` | Task context for cancellation. Always available. |
| `sdk.TIRunContext` | Richer context (embeds `context.Context`) exposing `TaskInstance()` and `DagRun()`. See [Runtime context](#runtime-context). |
| `*slog.Logger` | Logger wired to the Airflow task log. |
| `sdk.Client` | Full Airflow model access: Variables, Connections, XComs. |
| `sdk.VariableClient` / `sdk.ConnectionClient` / `sdk.XComClient` | A narrower slice of `sdk.Client`. Prefer the narrowest you need; it documents intent and is trivial to fake in tests. |

The optional return signature is `(result, error)`: a non-nil `result` is pushed as the task's `return_value` XCom; a non-nil `error` fails the task (which triggers the stub's retry policy). Returning only `error`, or nothing, is also valid.

```go
func extract(ctx sdk.TIRunContext, client sdk.Client, log *slog.Logger) (any, error) {
	conn, err := client.GetConnection(ctx, "test_http")
	if err != nil {
		return nil, err
	}
	log.Info("connected", "host", conn.Host)
	return map[string]any{"go_version": runtime.Version()}, nil
}

func transform(ctx sdk.TIRunContext, client sdk.VariableClient) error {
	val, err := client.GetVariable(ctx, "my_variable")
	if err != nil {
		return err // VariableNotFound (a sentinel error) if absent
	}
	_ = val
	return nil
}
```

---

## The `sdk.Client` surface

| Call | Returns | Notes |
|------|---------|-------|
| `GetVariable(ctx, key)` | `(string, error)` | `VariableNotFound` if absent. |
| `UnmarshalJSONVariable(ctx, key, &ptr)` | `error` | Decode a JSON variable into a struct/pointer. |
| `GetConnection(ctx, connID)` | `(Connection, error)` | `ConnectionNotFound` if absent. |
| `GetXCom(ctx, dagID, runID, taskID, mapIndex, key, value)` | `(any, error)` | `XComNotFound` only if the key is absent; a stored null returns `(nil, nil)`. |
| `PushXCom(ctx, ti, key, value)` | `error` | Rarely needed; a returned value is pushed for you. |

`Connection` exposes `ID`, `Type`, `Host`, `Port` (`int`), `Login *string`, `Password *string` (nil when unset, distinct from empty), `Path` (schema), `Extra map[string]any`, plus `GetURI()`. Not-found cases return the sentinels `sdk.VariableNotFound`, `sdk.ConnectionNotFound`, `sdk.XComNotFound`.

To read an upstream task's result, call `GetXCom` explicitly, taking the `dag_id`/`run_id`/`task_id` you need from the runtime context (below).

---

## Runtime context

Declare an `sdk.TIRunContext` parameter to read metadata about the task instance and its DAG run. It is an interface that embeds `context.Context`, so it is usable anywhere a `context.Context` is expected.

```go
func extract(ctx sdk.TIRunContext, log *slog.Logger) error {
	ti, dagRun := ctx.TaskInstance(), ctx.DagRun()
	log.Info("running",
		"task_id", ti.TaskID,
		"run_id", dagRun.RunID,
		"logical_date", dagRun.LogicalDate)
	return nil
}
```

- `TaskInstance()`: `DagID`, `RunID`, `TaskID`, `MapIndex *int` (nil when unmapped), `TryNumber`.
- `DagRun()`: `DagID`, `RunID`, and the `*time.Time` timestamps `LogicalDate`, `DataIntervalStart`, `DataIntervalEnd` (nil when not sent).

The accessors are populated from the task's startup details before the body runs. Because `TIRunContext` embeds `context.Context`, pass it straight to client calls and cancellation checks (`ctx.Done()`); declare it as your context parameter by default. In tests, build the argument with `sdk.NewTIRunContext(ctx, ti, dagRun)` (it panics on a nil `ctx`).

---

## Go-specific pitfalls

- **IDs must match the Python stub** (`dag_id` from `AddDag`, `task_id` from the registered function name), and the stub's `queue=` must route to the Go coordinator, or the task is never delivered.
- **`RegisterDags` is authoritative.** Do not hand-write the manifest; the packer generates it by running `RegisterDags`.
- **Ask for the narrowest client interface** you need (`sdk.VariableClient` over `sdk.Client`) for clearer intent and easier fakes.
- **A non-nil `error` return fails the task** and applies the stub's retries; a recovered panic is also a failure.
- See **authoring-language-sdk-tasks** for the language-agnostic pitfalls (one process per task instance, set queue and retries on the stub).

---

## Related Skills

- **authoring-language-sdk-tasks**: Shared Python-stub pattern and concepts (read first).
- **deploying-go-sdk-bundles**: Build and pack the bundle with `go tool airflow-go-pack`, then deploy it for the coordinator.
- **configuring-airflow-language-sdks**: Route the queue to the Go coordinator (`ExecutableCoordinator`).
- **authoring-dags**: General Airflow DAG authoring.

Files in this skill

  • PROVENANCE.json200 B
  • SKILL.md8.3 KB
  • UPSTREAM-LICENSE.txt11.1 KB

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.