semvec/pypi-packages huggingface dataset:
imagespec-fast-builder 0.0.33
A faster ImageSpec builder for flytekit
Requires Python: >=3.8

# imagespec-fast-builder

[![PyPI - Version](https://img.shields.io/pypi/v/imagespec-fast-builder.svg)](https://pypi.org/project/imagespec-fast-builder)
[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/imagespec-fast-builder.svg)](https://pypi.org/project/imagespec-fast-builder)

-----

`imagespec-fast-builder` is alternative backend for `flytekit`'s `ImageSpec` with the following improvements:

- Smaller images by using multi-stage builds, a smaller base image, and `conda-pack`
- Uses `uv` for installing from `PyPI`
- No additional Python dependencies

## Installation

```console
pip install imagespec-fast-builder
```

## How to use

After installing, set `ImageSpec`'s builder to `fast-builder`:

```python
from flytekit import ImageSpec

image = ImageSpec(
    builder="fast-builder",
    packages=["numpy"],
    registry="localhost:30000",  # Any registry
)
```

## License

`imagespec-fast-builder` is distributed under the terms of the [MIT](https://spdx.org/licenses/MIT.html) license.
DocusignRestClient 0.0.12
Docusign Api Client Python package
Requires Python: >=3.6

# Docusign Api Client Python PyPackage

Docusign Api Client is a Python library to access services quickly.

## Installation

Use the package manager [pip](https://pip.pypa.io/en/stable/) to install foobar.

```bash
pip install DocusignRestClient
```

## Environment Variables

```bash
DOCUSIGN_ENV: 'dev|prod'
DOCUSIGN_ENCODED_KEYS: 'Encoded keys'
```

### Note

If you don't want to set this variables from global environment you can pass them to class.
You can see usage below

## Usage

```python
from docusign import DocusignService


# Initialize client with
docusign_service = DocusignService()
# or Docusign_service = DocusignService(**kwargs)
```

## Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

## License

[MIT](https://choosealicense.com/licenses/mit/)
liftwing 0.1.1
A python client to interact with Machine Learning microservices hosted on Lift Wing
Requires Python: >=3.9

# Liftwing Python Package
## Make request to machine learning models hosted on [Lift Wing](https://wikitech.wikimedia.org/wiki/Machine_Learning/LiftWing) - the Wikimedia Foundation's ML model serving platform


The LiftWing python package works as a client for developers making API requests. With this package developers will be able to import their desired API and make requests to it.

## Installation

Install the python package named `liftwing` using pip:

```sh
pip install liftwing
```

After installing the package you can list the available models

```sh
python -m liftwing
```

#### Using the package

We can make requests to a model server:
```sh
from liftwing import RevertRiskAPIModel

client = RevertRiskAPIModel()
result = client.request(payload={"lang": "en", "rev_id": "123456"})

print(result)

```

Result:

```
{
   "model_name":"revertrisk-language-agnostic",
   "model_version":"3",
   "wiki_db":"enwiki",
   "revision_id":"123456",
   "output":{
      "prediction":false,
      "probabilities":{
         "true":0.25512129068374634,
         "false":0.7448787093162537
      }
   }
}
```