$npx skillfedfor your agent

mypy-boto3-rtbfabric

Type annotations for boto3 RTBFabric 1.43.56 service generated with mypy-boto3-builder 8.12.0

With conditionsPyPI Software DevelopmentReleased Jul 2026234.2K downloads / moMITPure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — mypy_boto3_rtbfabric-1.43.56-py3-none-any.whl
v1.43.56 · released 2026-07-24 · Python >=3.9 · 1 runtime deps: typing-extensions

Yes, if you use boto3's RTBFabric service and want IDE support or static type checking. Install friction is minimal, maintenance is active, and the MIT license has no restrictions. The only caveat is PyCharm performance—if you use PyCharm and experience slowness, consider boto3-stubs-lite instead.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python 3.9 or later; boto3 must be installed separately for runtime use.
  • Low friction install with a single lightweight runtime dependency (typing-extensions).
  • Actively maintained with recent releases; the package is generated automatically from boto3 1.43.56.

License · maintenance · safety

MIT (permissive) — MIT license permits unrestricted use, modification, and distribution in both open-source and proprietary projects with minimal obligations.

last release 2026-07-24 (21 days) · last repo commit 2026-06-22 · 670 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 234,206 downloads/mo, #9,027 on PyPI

Verify before relying

python -m pip install 'boto3-stubs[rtbfabric]'

from boto3.session import Session
from mypy_boto3_rtbfabric import RTBFabricClient

client: RTBFabricClient = Session().client("rtbfabric")
  • Whether PyCharm performance issues mentioned in the docs (PY-40997) remain unresolved or have been addressed.
  • Specific RTBFabric API operations and parameters covered by the type annotations.
Same gist for agents: .md · .json

What it is and what it does

This package is a type stub library that adds IDE and static type checker support to boto3's RTBFabric service. It's generated automatically from boto3 1.43.56 using mypy-boto3-builder 8.12.0 and provides complete type annotations for RTBFabricClient, paginators, waiters, and service-specific type definitions. When installed alongside boto3, it enables code completion and type checking in VSCode (with Pylance), PyCharm, Emacs, Sublime Text, and command-line tools like mypy and pyright.

The package is stub-only (no runtime code), meaning it exists purely to inform your IDE and type checker about boto3's API surface. It has a single runtime dependency on typing-extensions and requires Python 3.9 or later. The documentation notes that PyCharm can experience performance issues with the full type stubs due to Literal overloads, and recommends the lighter boto3-stubs-lite variant as an alternative if needed.

Use it for

  • Enable IDE autocomplete and inline documentation for RTBFabric API calls in VSCode or PyCharm without writing manual type hints.
  • Catch RTBFabric API errors at development time using mypy or pyright before running code.
  • Provide explicit type annotations for RTBFabricClient, paginators, and waiters in codebases that require strict type safety.
  • Support type-aware refactoring and navigation in IDEs that rely on stub files for boto3 services.
  • Use TYPE_CHECKING guards to add type hints without adding a production dependency on the stubs package.

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

With conditions

Yes, if you use boto3's RTBFabric service and want IDE support or static type checking.

Install friction is minimal, maintenance is active, and the MIT license has no restrictions. The only caveat is PyCharm performance—if you use PyCharm and experience slowness, consider boto3-stubs-lite instead.

Install

mypy-boto3-rtbfabric on PyPI

Before you install

Low friction install with a single lightweight runtime dependency (typing-extensions). Actively maintained with recent releases; the package is generated automatically from boto3 1.43.56.

Requires Python 3.9 or later; boto3 must be installed separately for runtime use.

License in practice

MIT license permits unrestricted use, modification, and distribution in both open-source and proprietary projects with minimal obligations.

Quickstart

python -m pip install 'boto3-stubs[rtbfabric]'

from boto3.session import Session
from mypy_boto3_rtbfabric import RTBFabricClient

client: RTBFabricClient = Session().client("rtbfabric")

Verify before relying

  • Whether PyCharm performance issues mentioned in the docs (PY-40997) remain unresolved or have been addressed.
  • Specific RTBFabric API operations and parameters covered by the type annotations.

Package facts

LicenseMIT permissive
Python supportSupports the current Python release >=3.9
Install frictionLow. Pure-Python wheel
Runtime dependencies
1 package
typing-extensions
MaintenanceActively maintained 21 days since the last release
Last repo commit
First released
Downloads234,206 / month, #9,027 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Development Status :: 5 - Production/StableEnvironment :: ConsoleIntended Audience :: DevelopersNatural Language :: EnglishOperating System :: OS IndependentProgramming Language :: Python :: 3Programming Language :: Python :: 3 :: OnlyProgramming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.12Programming Language :: Python :: 3.13Programming Language :: Python :: 3.14Programming Language :: Python :: 3.9Programming Language :: Python :: Implementation :: CPythonTyping :: Stubs Only

Evidence: mypy_boto3_rtbfabric-1.43.56-py3-none-any.whl

Tags

Capabilities
boto3 type stubsaws rtbfabric type annotationsmypy boto3 stubsboto3 ide autocompletestatic type checking awspyright boto3 supportboto3 type hints
Topics
type-stubsboto3aws-sdk
PyPI keywords
boto3rtbfabricboto3-stubstype-annotationsmypytypeshedautocomplete

Let your AI agent find packages like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.

wish › “aws rtbfabric type annotations”

Give your agent the search over MCP, or paste the wish link into any chat.

More Software Development packages

typing-extensions Worth it
PyPI · Software Development · released Jul 2026

Provides backported and experimental type hints for Python 3.9+, allowing use of newer typing features on older Python versions and enabling early experimentation with type system PEPs before they enter the standard library.

PSF-2.0pure Python · 3.9+
1.9Bdownloads / mo
numpy Worth it
PyPI · Software Development · released Aug 2026

NumPy provides an N-dimensional array object and a comprehensive suite of mathematical, linear algebra, Fourier transform, and random number functions for scientific computing in Python.

BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0compiled wheel · 3.12+
1.1Bdownloads / mo
fastapi Worth it
PyPI · Software Development · released Jul 2026

FastAPI is a Python web framework for building REST APIs using type hints, with automatic request validation, serialization, and interactive API documentation.

MITpure Python · 3.10+
568.6Mdownloads / mo
annotated-doc With conditions
PyPI · Software Development · released Jul 2026

Provides a way to document function parameters, class attributes, return types, and variables inline using Python's `Annotated` type hint syntax instead of traditional docstrings.

MITpure Python · 3.9+
456.2Mdownloads / mo
typer Worth it
PyPI · Software Development · released Aug 2026

Typer builds command-line applications from Python functions using type hints, automatically generating help text, argument parsing, and shell completion.

Install it if you are building CLIs in Python.

MITpure Python · 3.10+
369.3Mdownloads / mo
distlib With conditions
PyPI · Software Development · released Jun 2026

Distlib provides low-level packaging utilities for building, distributing, and managing Python software—including metadata handling, version specifiers, wheel support, script installation, and dependency resolution.

permissive licensepure Python
323.3Mdownloads / mo

See also mypy-boto3-ec2 · mypy-boto3-artifact · mypy-boto3-rds · mypy-boto3-config · mypy-boto3-docdb · mypy-boto3-iottwinmaker · mypy-boto3-connect · mypy-boto3-codeartifact · mypy-boto3-transcribe · mypy-boto3-fsx