$npx skillfedfor your agent

types-aiobotocore-textract

Type annotations for aiobotocore Textract 3.9.0 service generated with mypy-boto3-builder 8.12.0

Worth itPyPI Software DevelopmentReleased Aug 2026135.7K downloads / moMITPure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — types_aiobotocore_textract-3.9.0-py3-none-any.whl
v3.9.0 · released 2026-08-02 · Python >=3.9 · 1 runtime deps: typing-extensions

Yes. Install this if you use aiobotocore to call AWS Textract and want type checking and IDE support. It has no runtime overhead, minimal dependencies, is actively maintained, and carries a permissive MIT license. The only caveat is PyCharm users may experience performance degradation due to Literal overloads—in that case, consider the lite variant instead.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires aiobotocore 3.9.0 to be installed separately; Python 3.9 or later.
  • Low friction installation with a single lightweight dependency (typing-extensions).
  • Actively maintained with recent releases; repository shows 670 stars and was last updated 2026-06-22.

License · maintenance · safety

MIT (permissive) — MIT license permits unrestricted use, modification, and distribution in both open-source and proprietary projects without requiring source disclosure.

last release 2026-08-02 (12 days) · last repo commit 2026-06-22 · 670 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 135,722 downloads/mo, #11,421 on PyPI

Verify before relying

# Install
python -m pip install types-aiobotocore-textract

# Use in code
from aiobotocore.session import get_session
from types_aiobotocore_textract import TextractClient

session = get_session()
async with session.create_client("textract") as client:
    client: TextractClient
    # Type checking and IDE autocomplete now work
  • Whether PyCharm performance issues mentioned in the description (issue PY-40997) have been resolved since the package was generated.
  • Whether the lite variant (types-aiobotocore-lite) is recommended over this full version for specific use cases beyond PyCharm.
Same gist for agents: .md · .json

What it is and what it does

This package is a type stub library that adds static type annotations to the aiobotocore async AWS Textract client. It was generated from aiobotocore 3.9.0 using mypy-boto3-builder 8.12.0 and enables IDEs and type checkers like VSCode, PyCharm, mypy, and pyright to provide code completion, inline documentation, and type validation when working with Textract's async API.

The package is designed as a development-time dependency—you install it in your environment to get IDE support and type checking, but it does not affect runtime behavior. It includes type annotations for the Textract client, paginators, waiters, and service type definitions. The library supports Python 3.9 through 3.14 and is compatible with multiple editors and type-checking tools, though PyCharm users may experience performance issues with the full version due to extensive Literal overloads.

Use it for

  • Enable IDE autocomplete and type hints when writing async code that calls AWS Textract via aiobotocore.
  • Catch type errors in Textract API calls before runtime using mypy or pyright in CI/CD pipelines.
  • Provide inline documentation and method signatures in VSCode or other LSP-compatible editors while developing Textract integrations.
  • Explicitly annotate Textract client types in production code using TYPE_CHECKING guards to avoid runtime dependencies.
  • Validate paginator and waiter usage with full type information for complex Textract operations.

Worth the install?

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

Worth it

Yes.

Install this if you use aiobotocore to call AWS Textract and want type checking and IDE support. It has no runtime overhead, minimal dependencies, is actively maintained, and carries a permissive MIT license. The only caveat is PyCharm users may experience performance degradation due to Literal overloads—in that case, consider the lite variant instead.

Install

types-aiobotocore-textract on PyPI

Before you install

Low friction installation with a single lightweight dependency (typing-extensions). Actively maintained with recent releases; repository shows 670 stars and was last updated 2026-06-22.

Requires aiobotocore 3.9.0 to be installed separately; Python 3.9 or later.

License in practice

MIT license permits unrestricted use, modification, and distribution in both open-source and proprietary projects without requiring source disclosure.

Quickstart

# Install
python -m pip install types-aiobotocore-textract

# Use in code
from aiobotocore.session import get_session
from types_aiobotocore_textract import TextractClient

session = get_session()
async with session.create_client("textract") as client:
    client: TextractClient
    # Type checking and IDE autocomplete now work

Verify before relying

  • Whether PyCharm performance issues mentioned in the description (issue PY-40997) have been resolved since the package was generated.
  • Whether the lite variant (types-aiobotocore-lite) is recommended over this full version for specific use cases beyond PyCharm.

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 12 days since the last release
Last repo commit
First released
Downloads135,722 / month, #11,421 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: types_aiobotocore_textract-3.9.0-py3-none-any.whl

Tags

Capabilities
aiobotocore textract type stubsasync aws textract typingmypy boto3 textract annotationstextract client type hintsaiobotocore type checkingaws textract ide autocompleteboto3 textract stubs
Topics
type-stubsaws-sdkasync-client
PyPI keywords
aiobotocoretextractaiobotocore-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 › “aiobotocore textract type stubs”

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-textract · types-aiobotocore-ec2 · types-boto3-textract · types-aiobotocore · types-aiobotocore-iot · types-aiobotocore-sqs · types-aiobotocore-lite · types-aiobotocore-s3 · types-aiobotocore-translate · amazon-textract-response-parser