semvec/pypi-packages huggingface dataset:
ormsgpack 1.12.2
Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
Requires Python: >=3.10
Keywords: fast, msgpack, dataclass, dataclasses, datetime

# ormsgpack

![PyPI - Version](https://img.shields.io/pypi/v/ormsgpack)
![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ormsgpack)
![PyPI - Downloads](https://img.shields.io/pypi/dm/ormsgpack)

ormsgpack is a fast [MessagePack](https://msgpack.org/) serialization library for Python
derived from [orjson](https://github.com/ijl/orjson), with native support for various
Python types.

ormsgpack follows semantic versioning and supports CPython, PyPy and GraalPy.

Links:

- [Repository](https://github.com/ormsgpack/ormsgpack)
- [Documentation](https://ormsgpack.readthedocs.io/)

## Installation

pip

```sh
pip install ormsgpack
```

uv

```sh
uv add ormsgpack
```

Installing from a source distribution requires
[Rust](https://www.rust-lang.org/) 1.81 or newer and
[maturin](https://github.com/PyO3/maturin).

## Quickstart

This is an example of serializing and deserializing an object:

```python
>>> import ormsgpack, datetime, numpy
>>> event = {
...     "type": "put",
...     "time": datetime.datetime(1970, 1, 1),
...     "uid": 1,
...     "data": numpy.array([1, 2]),
... }
>>> ormsgpack.packb(event, option=ormsgpack.OPT_SERIALIZE_NUMPY)
b'\x84\xa4type\xa3put\xa4time\xb31970-01-01T00:00:00\xa3uid\x01\xa4data\x92\x01\x02'
>>> ormsgpack.unpackb(_)
{'type': 'put', 'time': '1970-01-01T00:00:00', 'uid': 1, 'data': [1, 2]}
```

## License

orjson was written by ijl <<ijl@mailbox.org>>, copyright 2018 - 2021, licensed
under both the Apache License, Version 2.0, and the MIT License.

ormsgpack was forked from orjson by Aviram Hassan and is now maintained by Emanuele Giaquinta (@exg), licensed
under both the Apache License, Version 2.0, and the MIT License.
utopya 1.3.11
A simulation management and evaluation framework


``utopya``: A simulation management and evaluation framework
============================================================

The ``utopya`` package provides a simulation management and evaluation
framework with the following feature set:

- **Run model simulations** in parallel and on cluster architectures

  - Conveniently perform parameter sweeps of arbitrary parameters with the help
    of the `paramspace <https://gitlab.com/blsqr/paramspace>`_ package.

- A **powerful CLI** to run and evaluate models, including interactive plotting
- Integrates the `dantro <https://gitlab.com/utopia-project/dantro>`_
  **data processing pipeline**:

  - Loads data into a hierarchical data tree, supplying a uniform interface
  - Gives access to a configuration-based **data transformation framework**,
    separating data preprocessing from visualization for increased generality
  - Easy extensibility of plot creators via model-specific plot implementations

- A **versatile configuration interface** for both simulation and evaluation:

  - Assembling multi-level model configurations, including several default
    levels
  - Assembling plot configurations with multiple inheritance, reducing
    redundant definitions

- Model, project, and framework registration and handling
- Managing data output directories
- Tools to simplify model test implementations or working without a CLI
- ... and more

The ``utopya`` package evolved as part of the
`Utopia Project <https://utopia-project.org>`_ and provides the frontend of
the `Utopia modelling framework <https://gitlab.com/utopia-project/utopia>`_.
Having been outsourced from that project, it can be used with arbitrary model
implementations with a very low barrier for entry: in the simplest case, only
the path to an executable is required to run simulations.
With more compliance to the utopya interface, more features become available.

The ``utopya`` package is **open source software** released under the
`LGPLv3+ <https://www.gnu.org/licenses/lgpl-3.0.html>`_ license.

Visit the `utopya project website <https://gitlab.com/utopia-project/utopya>`_
or the `documentation page <https://utopya.readthedocs.io/>`_ for more
information about utopya.
SBT-STR998 1.0
Converts String SBT-STR998
Requires Python: >=3.8

# SBT-STR998

**Converts String SBT-STR998**

[![Production Ready](https://img.shields.io/badge/status-production--ready-brightgreen.svg)]()
[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)]()

## 📦 Installation

### From PyPI

```bash
pip install SBT-STR998
```

## 🤝 Contributing

1. **Update documentation** - Keep README current

## 🔗 Links

- **Telegram:** https://t.me/SBT_CPM

**Thank you ❤️💛💚**