Software Development packages

Provides a unified API for reflecting and introspecting Python type hints, including support for evaluating modern type syntax (PEP 585, PEP 604) on older Python versions.

Install only if you actually need type introspection; it's a specialized tool, not a general utility.

Provides type annotations and IDE autocomplete support for the AWS Polly service via boto3, enabling static type checking with mypy, pyright, and other tools.

Install it if you use boto3 with Polly and want IDE autocomplete and static type checking; it adds no runtime overhead and is safe to use in production environments.

Provides type annotations and IDE autocompletion support for boto3's EMRContainers service, enabling static type checking with mypy, pyright, and other tools.

Provides type annotations and IDE autocomplete support for the boto3 FSx service, enabling static type checking with mypy, pyright, and compatible tools.

A Python framework for building QQ chat bots that connect to Tencent's QQ Open Platform API, handling message events, API calls, and bot lifecycle management.

However, expect no active support or updates—verify that the current API surface matches your QQ Open Platform version before committing to production use.

Provides type annotations and IDE autocomplete support for the boto3 Imagebuilder service, enabling static type checking with mypy, pyright, and other tools.

Databind deserializes JSON-like nested data structures into Python dataclasses and native types, and serializes dataclasses back to JSON-compatible dicts.

Not recommended if you prioritize serialization speed—the docs explicitly point to mashumaro for high-performance use cases.

A plugin for SPSDK that adds support for NXP MCU-Link debug probes, enabling CMSIS-DAP protocol communication, firmware updates, and SWD/JTAG debugging through the nxpdebugmbox command-line tool.

However, expect high install friction from five runtime dependencies and be prepared for pre-alpha instability—verify that your system's USB libraries are properly…

Provides functional-style utilities for Python including Optional, Stream, Refreshable, and Supplier classes to simplify chaining operations on iterables and managing optional or lazy-evaluated values.

Provides type annotations and IDE autocomplete support for the boto3 CustomerProfiles service, enabling static type checking with mypy, pyright, and other tools.

Provides type annotations for boto3's NetworkFirewall service, enabling IDE code completion and static type checking with mypy, pyright, and other Python type checkers.

Provides type annotations and IDE autocomplete support for boto3's IAM Roles Anywhere service, enabling static type checking with mypy, pyright, and other tools.

Provides type hints for the chevron Mustache template library, enabling static type checking of code that uses chevron.

Provides type annotations and IDE autocomplete support for boto3's SimpleDB service, enabling static type checking with mypy, pyright, and other tools.

Provides a drop-in replacement for mock.mock_open that supports multiple files, persistent file state across open calls, and standard file operations like read, write, seek, and tell.

Provides type annotations and IDE autocompletion support for boto3's Inspector2 service, enabling static type checking with mypy, pyright, and other tools.

Install it if you use boto3's Inspector2 service and want IDE autocompletion and static type checking.

tf-nightly-cpu provides a CPU-optimized nightly build of TensorFlow for numerical computation, machine learning, and deep learning across CPUs, GPUs, TPUs, and edge devices.

Integrates PyOCD as a debugger probe interface for SPSDK, enabling hardware debugging through PyOCD-compatible probes.

Provides type annotations and IDE autocompletion for boto3's AppStream service, compatible with mypy, pyright, VSCode, PyCharm, and other type-checking tools.

Provides type annotations for the boto3 ComputeOptimizer service, enabling type checking and IDE code completion when working with AWS Compute Optimizer through boto3.

Provides type annotations for boto3's KinesisVideo service, enabling IDE code completion and static type checking with mypy and pyright.

A multi-backend deep learning framework that lets you build and train neural networks using JAX, TensorFlow, PyTorch, or OpenVINO as the compute engine, without rewriting your model code.

Provides type annotations and IDE autocomplete support for the boto3 Shield AWS service, compatible with mypy, pyright, VSCode, PyCharm, and other type-checking tools.

Provides type annotations and IDE autocompletion for boto3's OpenSearchServiceServerless client, enabling static type checking with mypy, pyright, and editor support.

Provides type annotations and IDE autocomplete support for AWS MediaTailor operations through boto3, enabling static type checking with mypy, pyright, and other tools.

Provides type annotations and IDE autocompletion support for boto3's QBusiness service, enabling static type checking with mypy, pyright, and other tools.

Provides type annotations and IDE autocompletion support for boto3's MarketplaceCatalog service, compatible with mypy, pyright, VSCode, PyCharm, and other type-aware tools.

Provides type annotations and IDE autocompletion for boto3's AppMesh service, enabling static type checking with mypy, pyright, and other tools.

Provides type annotations and IDE autocompletion for boto3's ForecastService client, enabling static type checking with mypy, pyright, and IDE support.

Provides type annotations for the boto3 Budgets service, enabling type checking and code completion in IDEs, mypy, and pyright without requiring explicit type hints in your code.

Provides type annotations and IDE autocomplete support for the boto3 Synthetics service, compatible with mypy, pyright, VSCode, PyCharm, Emacs, and Sublime Text.

Provides type annotations and IDE autocompletion support for boto3's Personalize service, enabling static type checking with mypy, pyright, and other tools.

Provides type stubs and IDE autocomplete support for AWS ControlTower service calls via boto3, enabling static type checking in mypy, pyright, and editor environments.

Provides type annotations and IDE autocompletion support for boto3's LexRuntimeV2 service, enabling static type checking with mypy, pyright, and editor tools.

Provides type annotations for the boto3 Outposts service, enabling type checking and IDE autocompletion in mypy, pyright, VSCode, PyCharm, and other tools.

Provides type annotations and IDE autocompletion for boto3's Chime service, enabling static type checking with mypy, pyright, and other tools.

Install it if you use boto3 Chime and want IDE autocompletion or static type checking.

Provides type annotations and IDE autocomplete support for boto3's Route53Domains service, enabling static type checking with mypy, pyright, and other tools.

Provides type annotations and IDE autocompletion for boto3's AWS Health service client, compatible with mypy, pyright, VSCode, PyCharm, and other development tools.

Provides type annotations and IDE autocomplete support for boto3's GroundStation service, enabling static type checking with mypy, pyright, and compatible editors.

Provides type annotations for boto3's KinesisVideoSignalingChannels service, enabling type checking and IDE autocompletion in VSCode, PyCharm, mypy, pyright, and other tools.

Install it if you use boto3 for KinesisVideoSignalingChannels and want IDE autocompletion and static type checking.