guance-sdk-extension-profiling 0.63b5

Guance profiling SDK extension for OpenTelemetry Python

This package provides a Python profiling runtime for OpenTelemetry auto-instrumentation. The current implementation exports profiles via OTLP and supports multiple collector types:

• stack sampling

• handled exceptions

• threading and asyncio lock contention

• threading and asyncio condition wait time

• heap snapshots via tracemalloc

• child-process restart after fork()

Installation

pip install guance-sdk-extension-profiling

or install it through the distro extra:

pip install guance-opentelemetry-distro[profiling]

Usage

Enable profiling for applications launched via opentelemetry-instrument:

export OTEL_PROFILING_ENABLED=true
opentelemetry-instrument python app.py

Programmatic usage:

from opentelemetry.sdk.extension.profiling import Profiler

profiler = Profiler()
profiler.start()

Configuration

The following environment variables are supported:

• OTEL_PROFILING_ENABLED

• OTEL_PROFILING_EXPORTER (otlp or pprof)

• OTEL_PROFILING_SAMPLE_INTERVAL

• OTEL_PROFILING_EXPORT_INTERVAL

• OTEL_PROFILING_MAX_FRAMES

• OTEL_PROFILING_INCLUDE_TRACE_CONTEXT

• OTEL_PROFILING_EXCEPTION_ENABLED

• OTEL_PROFILING_EXCEPTION_SAMPLING_INTERVAL

• OTEL_PROFILING_EXCEPTION_COLLECT_MESSAGE

• OTEL_PROFILING_LOCK_ENABLED

• OTEL_PROFILING_MEMORY_ENABLED

• OTEL_PROFILING_MEMORY_INTERVAL

• OTEL_PROFILING_MEMORY_TOP_STATS

• OTEL_PROFILING_MEMORY_IGNORE_PROFILER

• OTEL_EXPORTER_OTLP_PROFILES_PROTOCOL

• OTEL_EXPORTER_OTLP_PROFILES_ENDPOINT

• OTEL_EXPORTER_OTLP_PROFILES_HEADERS

• OTEL_EXPORTER_OTLP_PROFILES_TIMEOUT

• OTEL_EXPORTER_OTLP_PROFILES_COMPRESSION

• OTEL_EXPORTER_OTLP_PROFILES_CERTIFICATE

• OTEL_EXPORTER_OTLP_PROFILES_CLIENT_KEY

• OTEL_EXPORTER_OTLP_PROFILES_CLIENT_CERTIFICATE

• OTEL_PROFILING_PPROF_PATH

• OTEL_PROFILING_PPROF_UPLOAD_URL

• OTEL_PROFILING_PPROF_HEADERS

Service metadata should be configured with standard OpenTelemetry resource settings such as OTEL_SERVICE_NAME and OTEL_RESOURCE_ATTRIBUTES.

Examples

Collect stack, exception, lock, and heap profiles and export them with OTLP/HTTP:

export OTEL_PROFILING_ENABLED=true
export OTEL_PROFILING_EXCEPTION_ENABLED=true
export OTEL_PROFILING_LOCK_ENABLED=true
export OTEL_PROFILING_MEMORY_ENABLED=true
export OTEL_EXPORTER_OTLP_PROFILES_PROTOCOL=http/protobuf
export OTEL_EXPORTER_OTLP_PROFILES_ENDPOINT=http://localhost:4318/v1development/profiles
opentelemetry-instrument python app.py

To dump pprof files instead of OTLP, set:

export OTEL_PROFILING_EXPORTER=pprof
export OTEL_PROFILING_PPROF_PATH=/tmp/otel-profile

To POST pprof directly to a compatible agent endpoint and keep a local copy:

export OTEL_PROFILING_PPROF_UPLOAD_URL=http://localhost:9529/profiling/v1/input
export OTEL_PROFILING_PPROF_HEADERS="X-API-Key:xxx"
opentelemetry-instrument python app.py

When OTEL_PROFILING_EXPORTER is unset and OTEL_PROFILING_PPROF_UPLOAD_URL is configured, the runtime defaults to a legacy-compatible pprof upload layout. Set OTEL_PROFILING_EXPORTER=otlp to force OTLP profile export.