mypy-boto3-aiops
Type annotations for boto3 AIOps 1.43.0 service generated with mypy-boto3-builder 8.12.0
Decision gist · record as of 2026-08-14
Yes, if you use boto3 AIOps and want static type checking and IDE support. Install friction is minimal, maintenance is active, and the MIT license poses no restrictions. The only caveat: PyCharm users may experience performance issues with the full stubs and should consider boto3-stubs-lite instead. For VSCode, mypy, pyright, and other tools, this is a straightforward win for code quality.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 to use the client.
- Low install friction with a single runtime dependency (typing-extensions).
- Active maintenance with recent releases; repository shows 670 stars and last commit on 2026-06-22.
License · maintenance · safety
MIT (permissive) — MIT license permits unrestricted use, modification, and distribution with minimal obligations—safe for both open-source and proprietary projects.
last release 2026-04-29 (107 days) · last repo commit 2026-06-22 · 670 stars
0 known vulnerabilities (OSV.dev, 2026-08-14) · 235,052 downloads/mo, #9,010 on PyPI
Alternatives
Verify before relying
pip install mypy-boto3-aiops
from boto3.session import Session
from mypy_boto3_aiops import AIOpsClient
client: AIOpsClient = Session().client("aiops")
# Type checking and IDE autocompletion now work- Whether PyCharm performance issues mentioned in the description (issue PY-40997) remain unresolved or have been addressed.
- Specific performance characteristics when used with boto3-stubs-lite versus the full boto3-stubs package.
What it is and what it does
This package provides type stubs for the AWS AIOps service within boto3, enabling static type checking and IDE autocompletion. It is generated automatically from boto3 1.43.0 using mypy-boto3-builder 8.12.0 and works with VSCode, PyCharm, Emacs, Sublime Text, mypy, pyright, and other type-aware tools. The stubs include type annotations for the AIOpsClient, paginators, waiters, and service-specific literals and type definitions, allowing developers to catch type errors before runtime and get accurate code completion suggestions.
The package is designed as a stub-only library (no runtime code) with minimal dependencies—just typing-extensions. It supports Python 3.9 through 3.14 and is actively maintained. Developers can install it standalone or as part of boto3-stubs with the [aiops] extra. The description notes that PyCharm may experience performance issues with the full stubs due to Literal overloads, and recommends boto3-stubs-lite as a lighter alternative in that case.
Use it for
- Enable IDE autocompletion and type hints when writing boto3 AIOps client code in VSCode or other editors.
- Catch type errors in boto3 AIOps calls during static analysis with mypy or pyright before deployment.
- Provide explicit type annotations for AIOpsClient, paginators, and service-specific types in production code.
- Improve code maintainability by documenting expected argument and return types for AIOps API operations.
- Use in CI/CD pipelines to enforce type safety on boto3 AIOps usage across a team's codebase.
Worth the install?
AI-flagged interpretation of the facts on this page. Verify before relying on it.
Yes, if you use boto3 AIOps and want static type checking and IDE support.
Install friction is minimal, maintenance is active, and the MIT license poses no restrictions. The only caveat: PyCharm users may experience performance issues with the full stubs and should consider boto3-stubs-lite instead. For VSCode, mypy, pyright, and other tools, this is a straightforward win for code quality.
Install
mypy-boto3-aiops on PyPI
Before you install
Low install friction with a single runtime dependency (typing-extensions). Active maintenance with recent releases; repository shows 670 stars and last commit on 2026-06-22.
Requires Python 3.9 or later; boto3 must be installed separately to use the client.
License in practice
MIT license permits unrestricted use, modification, and distribution with minimal obligations—safe for both open-source and proprietary projects.
Quickstart
pip install mypy-boto3-aiops
from boto3.session import Session
from mypy_boto3_aiops import AIOpsClient
client: AIOpsClient = Session().client("aiops")
# Type checking and IDE autocompletion now workVerify before relying
- Whether PyCharm performance issues mentioned in the description (issue PY-40997) remain unresolved or have been addressed.
- Specific performance characteristics when used with boto3-stubs-lite versus the full boto3-stubs package.
Package facts
| License | MIT permissive |
| Python support | Supports the current Python release >=3.9 |
| Install friction | Low. Pure-Python wheel |
| Runtime dependencies | 1 packagetyping-extensions |
| Maintenance | Actively maintained 107 days since the last release |
| Last repo commit | |
| First released | |
| Downloads | 235,052 / month, #9,010 on PyPI 30-day window, as of 2026-08-14 |
| Known vulnerabilities | None 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_aiops-1.43.0-py3-none-any.whl
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See also mypy-boto3-ec2 · mypy-boto3-iot · mypy-boto3-pinpoint · mypy-boto3-detective · mypy-boto3-panorama · mypy-boto3-iottwinmaker · mypy-boto3-connect · mypy-boto3-support-app · mypy-boto3-ebs · mypy-boto3-sagemaker