Observability, tracing, and telemetry framework for Hush
Project description
hush-telemetry
External tracing backends for Hush workflows — Langfuse, OpenTelemetry, and local visualization.
Installation
pip install hush-telemetry # Langfuse + HushEyes (default)
pip install "hush-telemetry[otel]" # + OpenTelemetry
pip install "hush-telemetry[all]" # Everything
Quick Start
from hush.core import Hush, GraphOp, START, END
from hush.telemetry import LangfuseTracer
with GraphOp(name="demo") as graph:
# ... define ops
pass
tracer = LangfuseTracer(resource="langfuse:default", tags=["prod"])
engine = Hush(graph, tracer=tracer)
result = await engine.run(inputs={...})
# Traces automatically sent to Langfuse
Supported Backends
| Backend | Tracer Class | Description |
|---|---|---|
| HushEyes | HushEyesTracer |
Local trace viewer (SQLite, http://localhost:8420) |
| Langfuse | LangfuseTracer |
LLM observability platform (custom HTTP, no SDK) |
| OpenTelemetry | OTELTracer |
Vendor-neutral (Jaeger, Zipkin, Tempo, etc.) |
Usage Patterns
from hush.telemetry import HushEyesTracer, LangfuseTracer, LangfuseConfig
# Local visualization
tracer = HushEyesTracer(tags=["dev"])
# Langfuse with ResourceHub
tracer = LangfuseTracer(resource="langfuse:default")
# Langfuse with direct config
tracer = LangfuseTracer(config=LangfuseConfig.from_env())
# Multiple tracers at once
engine = Hush(graph, tracer=[HushEyesTracer(), LangfuseTracer(resource="langfuse:default")])
Configuration
# resources.yaml
tracer:
langfuse:
public_key: ${LANGFUSE_PUBLIC_KEY}
secret_key: ${LANGFUSE_SECRET_KEY}
host: https://cloud.langfuse.com
Features
- Hierarchical tracing — pre-computed TraceNode tree with parent-child relationships
- Token/cost tracking — automatic for LLM ops
- Stream sampling — cap trace items per generator (default: 100)
- Background flushing — non-blocking, ThreadPoolExecutor-based
- No SDK dependency — Langfuse uses custom HTTP client (pure REST API)
Related Packages
| Package | Description |
|---|---|
| hush-icore | Core engine with built-in LocalTracer |
| hush-eyes | Standalone trace visualization server |
License
Apache 2.0
Project details
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