hopsworks


Namehopsworks JSON
Version 3.7.0 PyPI version JSON
download
home_pagehttps://github.com/logicalclocks/hopsworks-api
SummaryHOPSWORKS: An environment independent client to interact with the Hopsworks API
upload_time2024-04-11 18:12:48
maintainerNone
docs_urlNone
authorLogical Clocks AB
requires_pythonNone
licenseApache License 2.0
keywords hopsworks feature store spark machine learning mlops dataops
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # Hopsworks Client

<p align="center">
  <a href="https://community.hopsworks.ai"><img
    src="https://img.shields.io/discourse/users?label=Hopsworks%20Community&server=https%3A%2F%2Fcommunity.hopsworks.ai"
    alt="Hopsworks Community"
  /></a>
    <a href="https://docs.hopsworks.ai"><img
    src="https://img.shields.io/badge/docs-HOPSWORKS-orange"
    alt="Hopsworks Documentation"
  /></a>
  <a href="https://pypi.org/project/hopsworks/"><img
    src="https://img.shields.io/pypi/v/hopsworks?color=blue"
    alt="PyPiStatus"
  /></a>
  <a href="https://pepy.tech/project/hopsworks/month"><img
    src="https://pepy.tech/badge/hopsworks/month"
    alt="Downloads"
  /></a>
  <a href="https://github.com/psf/black"><img
    src="https://img.shields.io/badge/code%20style-black-000000.svg"
    alt="CodeStyle"
  /></a>
  <a><img
    src="https://img.shields.io/pypi/l/hopsworks?color=green"
    alt="License"
  /></a>
</p>

*hopsworks* is the python API for interacting with a Hopsworks cluster.

## Getting Started On Hopsworks

Instantiate a connection and get the project object
```python
import hopsworks

connection = hopsworks.connection()

project = connection.get_project("my_project")


```

Create a new project
```python
project = connection.create_project("my_project")
```

Upload data to a project
```python
dataset_api = project.get_dataset_api()

dataset_api.upload("data.csv", "Resources")
```





You can find more examples on how to use the library in our [hops-examples](https://github.com/logicalclocks/hops-examples) repository.

## Documentation

Documentation is available at [Hopsworks Documentation](https://docs.hopsworks.ai/).

## Issues

For general questions about the usage of Hopsworks and the Feature Store please open a topic on [Hopsworks Community](https://community.hopsworks.ai/).

Please report any issue using [Github issue tracking](https://github.com/logicalclocks/hopsworks-api/issues).

## Contributing

If you would like to contribute to this library, please see the [Contribution Guidelines](CONTRIBUTING.md).
            

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    "description": "# Hopsworks Client\n\n<p align=\"center\">\n  <a href=\"https://community.hopsworks.ai\"><img\n    src=\"https://img.shields.io/discourse/users?label=Hopsworks%20Community&server=https%3A%2F%2Fcommunity.hopsworks.ai\"\n    alt=\"Hopsworks Community\"\n  /></a>\n    <a href=\"https://docs.hopsworks.ai\"><img\n    src=\"https://img.shields.io/badge/docs-HOPSWORKS-orange\"\n    alt=\"Hopsworks Documentation\"\n  /></a>\n  <a href=\"https://pypi.org/project/hopsworks/\"><img\n    src=\"https://img.shields.io/pypi/v/hopsworks?color=blue\"\n    alt=\"PyPiStatus\"\n  /></a>\n  <a href=\"https://pepy.tech/project/hopsworks/month\"><img\n    src=\"https://pepy.tech/badge/hopsworks/month\"\n    alt=\"Downloads\"\n  /></a>\n  <a href=\"https://github.com/psf/black\"><img\n    src=\"https://img.shields.io/badge/code%20style-black-000000.svg\"\n    alt=\"CodeStyle\"\n  /></a>\n  <a><img\n    src=\"https://img.shields.io/pypi/l/hopsworks?color=green\"\n    alt=\"License\"\n  /></a>\n</p>\n\n*hopsworks* is the python API for interacting with a Hopsworks cluster.\n\n## Getting Started On Hopsworks\n\nInstantiate a connection and get the project object\n```python\nimport hopsworks\n\nconnection = hopsworks.connection()\n\nproject = connection.get_project(\"my_project\")\n\n\n```\n\nCreate a new project\n```python\nproject = connection.create_project(\"my_project\")\n```\n\nUpload data to a project\n```python\ndataset_api = project.get_dataset_api()\n\ndataset_api.upload(\"data.csv\", \"Resources\")\n```\n\n\n\n\n\nYou can find more examples on how to use the library in our [hops-examples](https://github.com/logicalclocks/hops-examples) repository.\n\n## Documentation\n\nDocumentation is available at [Hopsworks Documentation](https://docs.hopsworks.ai/).\n\n## Issues\n\nFor general questions about the usage of Hopsworks and the Feature Store please open a topic on [Hopsworks Community](https://community.hopsworks.ai/).\n\nPlease report any issue using [Github issue tracking](https://github.com/logicalclocks/hopsworks-api/issues).\n\n## Contributing\n\nIf you would like to contribute to this library, please see the [Contribution Guidelines](CONTRIBUTING.md).",
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