Software Development packages

Provides type stubs and annotations for boto3 ECR 1.43.0, enabling type checking and IDE autocompletion when working with AWS Elastic Container Registry through boto3.

cwe2 provides programmatic access to the Common Weakness Enumeration (CWE) database, allowing you to look up vulnerability weakness categories by ID and retrieve their detailed attributes.

This package is a deprecated migration shim that exists only to redirect users to the main typer package; it has no independent functionality.

Provides type hints for the uWSGI Python API, enabling type checkers like mypy and pyright to validate code that uses uWSGI.

Provides PostgreSQL CIText field types for Django models, enabling case-insensitive text and email fields that delegate matching to the database.

Quantile regression forests for estimating conditional quantiles and prediction intervals, with scikit-learn compatibility and Cython optimization.

pyDOE3 provides functions to construct experimental designs for scientific and engineering research, including factorial, response-surface, randomized, low-discrepancy, sampling, Taguchi, optimal, and sparse grid designs.

However, the archived repository and abandoned maintenance status mean you should not expect active bug fixes or compatibility updates; use it for stable, well-tested…

xoto3 provides high-level utilities and abstractions for boto3 operations, particularly for AWS serverless development, including DynamoDB transactions, batch operations, CloudWatch query formatting, and Lambda finalization helpers.

However, verify the actual license terms before use—the metadata shows 'unclear' treatment with no SPDX identifier, which is a blocker for some projects.

Provides a simple logger for console and file output with built-in support for filtering duplicate logs, masking sensitive data, and colored output.

However, high install friction and minimal adoption suggest it is best suited for small projects or teams already familiar with it.

pkgconf is a cross-platform Python package that distributes the pkgconf binary, helping discover library dependencies and configure compiler and linker flags without requiring system installation.

Install only if you actually need pkg-config; it adds a platform-specific binary to your environment.

Provides Range, RangeSet, and RangeDict data structures for representing continuous and non-continuous ranges of values, and for using ranges as dictionary keys.

However, do not rely on it for active bug fixes or compatibility updates beyond Python 3.9.

Provides type stubs and annotations for aioboto3 15.5.0, enabling IDE autocomplete and static type checking across VSCode, PyCharm, mypy, pyright, and other tools.

Provides a method-level caching decorator that stores results per instance, avoiding the need for hashable classes and preventing global cache buildup.

An MCP server that connects ServiceNow instances via browser-based MFA/SSO authentication (Okta, Entra ID, SAML) or API keys, exposing ServiceNow operations as tools for AI clients.

Provides type stubs and IDE autocomplete support for the aiobotocore Translate 3.9.0 service, enabling static type checking in mypy, pyright, VSCode, PyCharm, and other tools.

Provides Python bindings to Alibaba Cloud's CDN API (version 20180510), enabling programmatic control of content delivery network configuration and operations.

Install only if your use case requires CDN API access on Alibaba Cloud; it is not useful outside that ecosystem.

python-hglib provides a Python interface to Mercurial version control by communicating with Mercurial's command server, enabling programmatic access to hg operations.

Provides PEP 561 type stubs for tornado, enabling static type checkers like mypy and PyCharm to validate code using tornado.

Allows you to define abstract class properties that subclasses must implement, enforcing required configuration at class definition time with static type-checker support.

A pure Python client library for connecting to and querying SAP HANA databases using the DBAPI 2.0 interface, supporting SQL execution, cursor operations, and LOB handling.

roombapy is a Python library for controlling Wi-Fi-enabled iRobot Roombas over local network connections, supporting firmware 2.x.x with both programmatic and command-line interfaces.

Adds datetime type support to Click, allowing CLI developers to parse and validate date strings as command-line parameters with custom format specifications.

Provides generated Pydantic type definitions for the Turnkey API, handling Python keyword conflicts through field aliasing so reserved words like `from` can be used in API requests.

However, it is in alpha status and has had only one release; verify that it covers your API use case and that the OpenAPI spec is kept current before relying on it…

RachioPy provides a Python interface to the Rachio smart irrigation API, allowing you to query and control Rachio devices programmatically.

However, be aware that it is dormant—no updates since 2024-01-03—so if Rachio's API has changed significantly or you encounter bugs, you will need to maintain a fork…

Normalizes email addresses by detecting the mailbox provider and stripping provider-specific behaviors like plus addressing and period ignoring, with optional async support and DNS-based MX record lookup.

amplpy is a Python interface to AMPL, an algebraic modeling language for optimization problems, allowing you to define, solve, and extract results from large-scale linear, nonlinear, and mixed-integer optimization models.

Provides type annotations for boto3's CloudWatchLogs service, enabling static type checking and IDE code completion for CloudWatch Logs operations.

Provides namespace package infrastructure for Microsoft Azure CLI extensions to register and extend the azure cli command hierarchy.

No—not for direct installation.

Botoinator lets you attach decorators to boto3 client and resource methods at the session or global level, enabling cross-cutting concerns like logging or monitoring on AWS API calls.

msgspec-m is a fast serialization and validation library supporting JSON, MessagePack, YAML, and TOML with zero-cost schema validation using Python type annotations.

However, be aware that it receives only minimal maintenance and packaging updates—not new features—so evaluate whether upstream msgspec or the original fork better…

Provides type annotations and IDE autocomplete support for AppConfigData service, enabling static type checking with mypy, pyright, and other tools.

A Python client for Neo4j Graph Data Science that lets you project graphs, run algorithms, and build machine learning pipelines using pure Python code instead of Cypher.

BitMap provides a compact bit array class for storing and manipulating individual bits, with operations to set, reset, flip, test, and query bits.

Provides light effects for LIFX smart bulbs via the aiolifx async library, enabling programmatic control of color transitions and animations.

Provides type annotations for TranscribeService 3.9.0, enabling IDE code completion and static type checking in Python.

Install it if you use TranscribeService and want IDE support and static type checking.

Automatically infers and adds type annotations to Python functions based on context clues like return statements, parameter defaults, and magic methods.

However, the 690-day gap since the last release suggests limited active maintenance; use it as a helper tool rather than a critical part of your workflow, and always…

Provides type stubs and annotations for the aiobotocore Connect service, enabling IDE autocomplete, type checking with mypy and pyright, and static analysis for async AWS Connect API calls.

Provides type hints for yt-dlp, enabling static type checkers to validate code that uses yt-dlp without requiring the full package to be installed.