Packages
Python client library for interacting with Kubernetes and OpenShift APIs using a dynamic resource model that works with built-in and custom resources.
However, the project is abandoned—no updates since 2023-07-25—so verify compatibility with your target Kubernetes and OpenShift versions before adopting it in new…
Provides a Python API for interacting with OpenShift clusters by wrapping the oc command-line tool, enabling programmatic resource selection, querying, and management without requiring direct REST API calls.
Generates OpenSimplex noise across 2D, 3D, and 4D coordinate spaces, with both scalar and NumPy array interfaces for performance-critical workloads.
However, maintenance is dormant (last release 835 days ago), so expect no active development or rapid bug fixes—verify that the current API and behavior suit your use…
Openskill is a multiplayer rating system that calculates and updates player skill ratings in competitive games, supporting multiple teams, asymmetric team sizes, and various outcome types (win, draw, rank).
Provides prebuilt OpenSlide binaries for Linux, macOS, and Windows, eliminating the need to install OpenSlide separately from your system package manager.
OpenSlide Python provides a Python interface to read whole-slide images (virtual slides) used in digital pathology, supporting multiple vendor formats and efficient multi-resolution access to gigabyte-scale images.
The main gotcha is the separate OpenSlide C library dependency.
Wraps OpenSSL's command-line OCSP responder to let you programmatically start an OCSP server, add certificates for it to approve, and revoke certificates.
openstacksdk is a client library for interacting with OpenStack clouds, providing a layered API from high-level cloud operations down to raw HTTP requests for managing compute, storage, networking, and other OpenStack services.
Install it if you need to interact with OpenStack clouds from Python.
Parses Xcode project files (OpenStep format) directly in Python without requiring system command utilities or external tools.
Provides the abstract API and interfaces for OpenTelemetry instrumentation in Python, defining how to emit traces, metrics, and logs without tying code to a specific SDK implementation.
Provides an OpenTelemetry distribution that automatically detects and configures container environment attributes for Docker and Kubernetes deployments.
A meta-package that installs all OpenTelemetry instrumentation packages from the Python Contrib repository, enabling automatic tracing and monitoring across a wide range of Python libraries and frameworks.
Provides a Python distribution package for OpenTelemetry that bundles the API, instrumentation, and SDK libraries to enable automatic telemetry collection across applications.
However, do not use in production—the description explicitly states these libraries are in beta and shouldn't generally be used in production environments.
Exports OpenTelemetry logs to Google Cloud Logging, integrating application observability with GCP's native logging infrastructure.
Yes, but with strong conditions: install only if you are maintaining an existing application already using this exporter or if you need to migrate legacy logging to…
Exports OpenTelemetry metrics to Google Cloud Monitoring, but is deprecated in favor of native OTLP ingestion via the Telemetry API.
Exports OpenTelemetry traces to Google Cloud Trace for distributed tracing and observability in GCP environments.
Install it if you are already committed to this exporter or migrating gradually; for new projects, consider using standard OTLP exporters instead per the migration…
Installs Jaeger exporters for OpenTelemetry to send distributed traces to Jaeger, supporting both gRPC and Thrift serialization methods.
No, not for new projects.
Exports OpenTelemetry tracing data to Jaeger using gRPC and Protocol Buffers, enabling distributed tracing collection and visualization.
Exports OpenTelemetry tracing data to Jaeger using the Thrift protocol for distributed tracing and observability.
Installs OpenTelemetry exporters for sending telemetry data to an OpenTelemetry Collector via gRPC or HTTP protocols.
Provides Protobuf encoding utilities for OpenTelemetry telemetry data, used internally by gRPC and HTTP exporters to serialize traces, metrics, and logs.
Exports telemetry data from Python applications to an OpenTelemetry Collector using the OTLP protocol over gRPC with Protobuf serialization.
Install it if you are already using opentelemetry-sdk and need to send data to a collector via gRPC—it has low friction, no known vulnerabilities, and permissive…
Exports OpenTelemetry observability data to an OpenTelemetry Collector using Protobuf-encoded messages over HTTP.
Install it if you are using OpenTelemetry in Python and need to send data to a Collector over HTTP.
Exports OpenTelemetry metrics to Prometheus for scraping and monitoring. Connects your application's metric collection to Prometheus's pull-based collection model.
However, note the beta status (0.65b0) and the hard constraint against multiprocessing—verify both fit your use case before committing to production.
Exports metrics from OpenTelemetry Python SDK directly to Prometheus Remote Write backends without running a Prometheus server.
Installs a convenience bundle of OpenTelemetry Zipkin exporters (JSON and protobuf-HTTP serialization formats) for sending trace spans to Zipkin backends.
However, once you've settled on a serialization method, consider switching to the specific exporter package to reduce dependencies.
Exports OpenTelemetry tracing data to Zipkin using JSON serialization for distributed tracing and observability.
Install it if you are using OpenTelemetry in Python and need to send traces to Zipkin.
Exports OpenTelemetry tracing data to Zipkin using Protobuf serialization over HTTP, enabling distributed trace collection and analysis.
Provides automatic instrumentation commands and programmatic APIs to inject distributed tracing into Python applications without code changes, detecting and instrumenting packages used by your program.
Install it if you need distributed tracing without code changes and have compatible instrumented packages in your environment.
Automatically instruments the Agno framework to emit OpenTelemetry traces for agent execution, team operations, model invocations, function calls, and streaming responses.
Install it if you want to trace Agno agent behavior; skip it only if you have no observability requirements.
Adds distributed tracing instrumentation to Aio-pika, automatically capturing and reporting message queue operations to OpenTelemetry collectors.
Adds distributed tracing to HTTP requests made by the aiohttp client library, capturing request and response details for OpenTelemetry observability pipelines.
Adds distributed tracing to aiohttp server applications by instrumenting HTTP requests with OpenTelemetry, capturing request/response metadata for observability.
Adds distributed tracing instrumentation to aiokafka, automatically capturing Kafka producer and consumer operations as OpenTelemetry spans for observability.
Adds distributed tracing instrumentation for aiopg, an async PostgreSQL driver, to automatically capture and export database operations as OpenTelemetry spans.
Install it if observability of your async database layer is a priority; skip it if you have no tracing infrastructure or do not use aiopg.
Automatically captures and traces calls to Aleph Alpha's LLM endpoints when using the official Aleph Alpha Client, integrating with OpenTelemetry for observability.
Adds OpenTelemetry tracing to Anthropic API calls, capturing prompts, completions, and request/response metadata as span attributes for observability and debugging.
Provides ASGI middleware for OpenTelemetry that instruments request timing and tracing across ASGI frameworks like Django, Starlette, FastAPI, and Quart.
Adds OpenTelemetry tracing to asyncclick CLI applications, capturing command execution and argument handling as distributed traces.
Adds distributed tracing and metrics to asyncio applications by instrumenting coroutines, futures, and thread-offloaded functions with OpenTelemetry.