TraceLink Python SDK

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The Python SDK builds protocol-compatible spans, keeps async context with contextvars, writes optional local files, exports events to the shared TraceLink Receiver, and integrates incoming FastAPI/Starlette requests.

It does not ship a Python Receiver, Dashboard, or CLI. Start those from the npm package with npx tracelink dashboard.

Install

pip install tracelink
pip install "tracelink[fastapi]"

Optional Coding-Assistant Skill

The PyPI package provides the Python SDK but does not install the repository's coding-assistant Skill. Install that separately with the Skills CLI:

npx skills add qinquan-ai/tracelink --skill tracelink

The CLI detects supported AI agents and either selects or prompts for the installation target. Installation is project-local by default; pass --global to make the skill available across projects.

The Skill helps a coding assistant add TraceLink instrumentation and analyze existing debug data. It does not provide AI-agent runtime integration or agent-specific tracing semantics.

Trace And Export

from tracelink import tracer

exporter = tracer.configure(
    enabled=True,
    http_endpoint="http://127.0.0.1:5174/__debug_log",
    scope_sync_endpoint="http://127.0.0.1:5174/__debug_log/scopes",
    file_enabled=False,
)

async def load_order():
    tracer.db("orders.py:load", "load order", scope="checkout")

await tracer.span(
    "BE-ENTRY",
    "routes.py:checkout",
    "checkout",
    load_order,
    scope="checkout",
)

exporter.flush(timeout=5.0)

Without enabled=True, startup follows TRACELINK_ENABLED, then the DEBUG or DEV environment variables. TRACELINK_SCOPES initializes the local Scope policy (* or a comma-separated list).

Custom Exporter

from tracelink import HttpExporter, tracer

off = tracer.add_exporter(HttpExporter())
off()

HttpExporter uses a bounded background queue and standard-library HTTP. Its network failures never escape into application code. FileExporter writes .tracelink/trace.ndjson and .tracelink/trace.log locally. It is enabled by default; set file_enabled=False when a Receiver in the same project owns those files, otherwise the SDK and Receiver can write duplicate rows.

FastAPI

from fastapi import FastAPI
from tracelink import TraceMiddleware

app = FastAPI()
app.add_middleware(TraceMiddleware)

The Extension extracts x-trace-id, x-parent-span-id, and x-debug-scopes, installs request-local context, and restores the previous values after the request. The caller's active span becomes the backend entry's parent. Middleware does not create application spans; instrument route or service boundaries explicitly.

Outgoing HTTP

from tracelink import create_trace_headers

requests.get(url, headers=create_trace_headers())

The helper is explicit and client-agnostic; TraceLink does not patch Requests, HTTPX, or aiohttp globally.

Context Guarantees

ContextVar preserves nested calls, await, and concurrent asyncio tasks. Fresh OS threads do not automatically inherit context; copy or pass it explicitly when creating a thread.

Development

From the repository root:

npm run verify:python

This runs pytest, Ruff, strict mypy, builds an isolated wheel, installs it into a temporary directory, and imports the installed artifact.