semvec/pypi-packages huggingface dataset:
dddmisc-unit-of-work 0.3.2
This package provides the implementation pattern 'unit of work'
License: MIT
Requires Python: <4.0,>=3.10

# ![](https://dddmisc.github.io/dddmisc-docs/img/logo.svg)
![GitHub License](https://img.shields.io/github/license/dddmisc/dddmisc)
![PyPI - Python Version](https://img.shields.io/pypi/pyversions/dddmisc-core)



DDDMisc is a set of libraries that provide basic solutions
for implementing domain-driven design methods
in the Python programming language.


**The development of libraries is in alpha version.
The public API is not guaranteed to be backward
compatible between minor versions of packages.**

## Documentation
- English (Coming soon...)
- [Russian](https://dddmisc.github.io/dddmisc-docs/)

## Libraries
- `dddmisc-core`- this package provides the core interfaces and
    types for dddmisc packages family;
- `dddmisc-domain` - this package provides implementation domain's objects classes;
- `dddmisc-messagebus` - this package provides the implementation messagebus;
- `dddmisc-handlers-collection` - this package provides implementation a collection of command’s and event’s handlers;
- `dddmisc-uow` - This package provides the implementation pattern 'unit of work'.


## Installation
You can only use the packages you need.
All packages install `dddmisc-core` as its dependency.

### Install `dddmics-domain`

```shell
pip install dddmisc-domain
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-domain)

This package install [`pydantic`](https://github.com/pydantic/pydantic) as its dependency.

### Install `dddmisc-messagebus`
```shell
pip install dddmisc-messagebus
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-messagebus)

### Install `dddmisc-handlers-collection`
```shell
pip install dddmisc-handlers-collection
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-handlers-collection)

This package install [`tenacity`](https://github.com/jd/tenacity/tree/main) as its dependency.

### Install `dddmisc-uow`
```shell
pip install dddmisc-unit-of-work
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-unit-of-work)
dddmisc-handlers-collection 0.6.0
This package provides implementation a collection of command’s and event’s handlers
License: MIT
Requires Python: <4.0,>=3.10

# ![](https://dddmisc.github.io/dddmisc-docs/img/logo.svg)
![GitHub License](https://img.shields.io/github/license/dddmisc/dddmisc)
![PyPI - Python Version](https://img.shields.io/pypi/pyversions/dddmisc-core)



DDDMisc is a set of libraries that provide basic solutions
for implementing domain-driven design methods
in the Python programming language.


**The development of libraries is in alpha version.
The public API is not guaranteed to be backward
compatible between minor versions of packages.**

## Documentation
- English (Coming soon...)
- [Russian](https://dddmisc.github.io/dddmisc-docs/)

## Libraries
- `dddmisc-core`- this package provides the core interfaces and
    types for dddmisc packages family;
- `dddmisc-domain` - this package provides implementation domain's objects classes;
- `dddmisc-messagebus` - this package provides the implementation messagebus;
- `dddmisc-handlers-collection` - this package provides implementation a collection of command’s and event’s handlers;
- `dddmisc-uow` - This package provides the implementation pattern 'unit of work'.


## Installation
You can only use the packages you need.
All packages install `dddmisc-core` as its dependency.

### Install `dddmics-domain`

```shell
pip install dddmisc-domain
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-domain)

This package install [`pydantic`](https://github.com/pydantic/pydantic) as its dependency.

### Install `dddmisc-messagebus`
```shell
pip install dddmisc-messagebus
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-messagebus)

### Install `dddmisc-handlers-collection`
```shell
pip install dddmisc-handlers-collection
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-handlers-collection)

This package install [`tenacity`](https://github.com/jd/tenacity/tree/main) as its dependency.

### Install `dddmisc-uow`
```shell
pip install dddmisc-unit-of-work
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-unit-of-work)
dddmisc-messagebus 0.7.0
This package provides the implementation messagebus
License: MIT
Requires Python: <4.0,>=3.10

# ![](https://dddmisc.github.io/dddmisc-docs/img/logo.svg)
![GitHub License](https://img.shields.io/github/license/dddmisc/dddmisc)
![PyPI - Python Version](https://img.shields.io/pypi/pyversions/dddmisc-core)



DDDMisc is a set of libraries that provide basic solutions
for implementing domain-driven design methods
in the Python programming language.


**The development of libraries is in alpha version.
The public API is not guaranteed to be backward
compatible between minor versions of packages.**

## Documentation
- English (Coming soon...)
- [Russian](https://dddmisc.github.io/dddmisc-docs/)

## Libraries
- `dddmisc-core`- this package provides the core interfaces and
    types for dddmisc packages family;
- `dddmisc-domain` - this package provides implementation domain's objects classes;
- `dddmisc-messagebus` - this package provides the implementation messagebus;
- `dddmisc-handlers-collection` - this package provides implementation a collection of command’s and event’s handlers;
- `dddmisc-uow` - This package provides the implementation pattern 'unit of work'.


## Installation
You can only use the packages you need.
All packages install `dddmisc-core` as its dependency.

### Install `dddmics-domain`

```shell
pip install dddmisc-domain
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-domain)

This package install [`pydantic`](https://github.com/pydantic/pydantic) as its dependency.

### Install `dddmisc-messagebus`
```shell
pip install dddmisc-messagebus
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-messagebus)

### Install `dddmisc-handlers-collection`
```shell
pip install dddmisc-handlers-collection
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-handlers-collection)

This package install [`tenacity`](https://github.com/jd/tenacity/tree/main) as its dependency.

### Install `dddmisc-uow`
```shell
pip install dddmisc-unit-of-work
```
![PyPI - Downloads](https://img.shields.io/pypi/dm/dddmisc-unit-of-work)
DNBC4tools 2.1.3rc1
DNBelab Series Single-Cell analysis workflow
License: MIT

[![Github Release](https://img.shields.io/github/v/release/MGI-tech-bioinformatics/DNBelab_C_Series_HT_scRNA-analysis-software)](https://github.com/MGI-tech-bioinformatics/DNBelab_C_Series_HT_scRNA-analysis-software/releases)
[![PyPI](https://img.shields.io/pypi/v/dnbc4tools)](https://pypi.org/project/DNBC4tools)
[![Docker Pulls](https://img.shields.io/docker/pulls/dnbelabc4/dnbc4tools)](https://hub.docker.com/r/dnbelabc4/dnbc4tools)

# DNBelab_C_Series_HT_singlecell-analysis-software

## Introduction

An open source and flexible pipeline to analyze high-throughput DNBelab C Series<sup>TM</sup> single-cell datasets. 

**Hardware/Software requirements** 

- x86-64 compatible processors.
- require at least 50GB of RAM and 4 CPU. 
- centos 7.x 64-bit operating system (Linux kernel 3.10.0, compatible with higher software and hardware configuration). 

## Start

- [**installation** ](./doc/installation.md)
- [**quick start** ](./doc/quickstart.md)

## Support

- Please use github issue tracker for questions. [**issues**](https://github.com/MGI-tech-bioinformatics/DNBelab_C_Series_HT_scRNA-analysis-software/issues)


> [!TIP]
>
> CHANGELOG:  2.1.3 pre-release
>
> 1. Added single-cell immune repertoire analysis.
> 2. Optimizing high memory usage when performing combined single-cell ATAC analysis
> 3. Improved single-cell RNA sequencing I/O for high-thread scenarios, reducing analysis time.
> 4. Added the function of checking whether the gtf format is correct and generating a new gtf file in the correct format.