mypy-boto3-personalize-runtime
Type annotations for boto3 PersonalizeRuntime 1.43.0 service generated with mypy-boto3-builder 8.12.0
Decision gist · record as of 2026-08-14
Yes. Install this if you use boto3's PersonalizeRuntime service and want type checking and IDE support. The package is lightweight, actively maintained, has no known vulnerabilities, carries a permissive MIT license, and integrates seamlessly with standard Python tooling. The only gotcha is PyCharm performance with Literal overloads—if you experience slowness, the documentation recommends boto3-stubs-lite as an alternative.AI-flagged interpretation of the facts on this page — verify before relying
Before you install
- Requires boto3 1.43.0 to be installed separately; type checking requires a compatible tool like mypy, pyright, or an IDE with type-checking support.
- Low friction install with a single lightweight runtime dependency (typing-extensions).
- Package is actively maintained with recent releases and no known vulnerabilities.
License · maintenance · safety
MIT (permissive) — MIT license permits unrestricted use, modification, and distribution with minimal obligations—suitable for both open-source and commercial projects.
last release 2026-04-29 (107 days) · last repo commit 2026-06-22 · 670 stars
0 known vulnerabilities (OSV.dev, 2026-08-14) · 253,650 downloads/mo, #8,511 on PyPI
Alternatives
Verify before relying
# Install
python -m pip install mypy-boto3-personalize-runtime
# Use in code
from boto3.session import Session
from mypy_boto3_personalize_runtime import PersonalizeRuntimeClient
client: PersonalizeRuntimeClient = Session().client("personalize-runtime")- Whether performance impact on PyCharm is significant enough to warrant boto3-stubs-lite as an alternative in typical projects.
- Whether the package works correctly with all listed Python versions (3.9–3.14) in practice, or if there are known edge cases.
What it is and what it does
This package is a type stub library that adds static type information to boto3's PersonalizeRuntime service. It enables IDEs, type checkers, and linters to understand the structure and behavior of PersonalizeRuntime API calls, providing code completion, inline documentation, and catching type errors before runtime.
The package is generated from boto3 1.43.0 and works with mypy, pyright, VSCode, PyCharm, Emacs, Sublime Text, and other tools that support Python type hints. It has a single runtime dependency (typing-extensions) and supports Python 3.9 and later. Installation is straightforward via pip, and the stubs work transparently with existing boto3 code without requiring explicit type annotations.
Use it for
- Enable IDE autocompletion and type checking for PersonalizeRuntime API calls in VSCode or PyCharm projects.
- Run mypy or pyright type checking on code that uses boto3 PersonalizeRuntime to catch API misuse before deployment.
- Provide inline documentation and parameter hints when writing boto3 PersonalizeRuntime client code.
- Reduce runtime errors by catching incorrect service method calls or argument types during development.
- Support gradual typing adoption in existing boto3 projects by adding type information incrementally.
Worth the install?
AI-flagged interpretation of the facts on this page. Verify before relying on it.
Yes.
Install this if you use boto3's PersonalizeRuntime service and want type checking and IDE support. The package is lightweight, actively maintained, has no known vulnerabilities, carries a permissive MIT license, and integrates seamlessly with standard Python tooling. The only gotcha is PyCharm performance with Literal overloads—if you experience slowness, the documentation recommends boto3-stubs-lite as an alternative.
Install
mypy-boto3-personalize-runtime on PyPI
Before you install
Low friction install with a single lightweight runtime dependency (typing-extensions). Package is actively maintained with recent releases and no known vulnerabilities.
Requires boto3 1.43.0 to be installed separately; type checking requires a compatible tool like mypy, pyright, or an IDE with type-checking support.
License in practice
MIT license permits unrestricted use, modification, and distribution with minimal obligations—suitable for both open-source and commercial projects.
Quickstart
# Install
python -m pip install mypy-boto3-personalize-runtime
# Use in code
from boto3.session import Session
from mypy_boto3_personalize_runtime import PersonalizeRuntimeClient
client: PersonalizeRuntimeClient = Session().client("personalize-runtime")Verify before relying
- Whether performance impact on PyCharm is significant enough to warrant boto3-stubs-lite as an alternative in typical projects.
- Whether the package works correctly with all listed Python versions (3.9–3.14) in practice, or if there are known edge cases.
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 | 253,650 / month, #8,511 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_personalize_runtime-1.43.0-py3-none-any.whl
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See also mypy-boto3-personalize · mypy-boto3-personalize-events · mypy-boto3-ec2 · mypy-boto3-lex-runtime · mypy-boto3-apprunner · mypy-boto3-config · mypy-boto3-codeguruprofiler · mypy-boto3-detective · mypy-boto3-panorama · mypy-boto3-sagemaker-runtime