baler-operator


Namebaler-operator JSON
Version 0.0.1.dev0 PyPI version JSON
download
home_pageNone
SummaryA Kubernetes operator for managing NLP framework deplotments.
upload_time2024-04-16 15:46:46
maintainerNone
docs_urlNone
authorNone
requires_python>=3.8
license Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. 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keywords baler baler-operator haystack kubernetes nlp operator
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            # baler-operator



[![Release Artifacts](https://github.com/gatecastle/baler-operator/actions/workflows/release-pipeline.yaml/badge.svg)](https://github.com/gatecastle/baler-operator/actions/workflows/release-pipeline.yaml)
[![Linter Check](https://github.com/gatecastle/baler-operator/actions/workflows/linter-check.yaml/badge.svg)](https://github.com/gatecastle/baler-operator/actions/workflows/linter-check.yaml)
[![Documentation Generation](https://github.com/gatecastle/baler-operator/actions/workflows/make-docs.yaml/badge.svg)](https://github.com/gatecastle/baler-operator/actions/workflows/make-docs.yaml)
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[![Docker Pulls](https://img.shields.io/docker/pulls/gatecastle/baler-operator.svg)](https://hub.docker.com/r/gatecastle/baler-operator)
[![Docker Stars](https://img.shields.io/docker/stars/gatecastle/baler-operator.svg)](https://hub.docker.com/r/gatecastle/baler-operator)

[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/baler-operator)](https://artifacthub.io/packages/search?repo=baler-operator)

<img src="docs/source/assets/baler_logo.png" alt="logo" width="248"/>

πŸ‘‹ **Welcome to Baler!** A Kubernetes-native, secure, enterprise-grade operator engineered to redefine the deployment and operational paradigms of NLP pipelines.

Our platform serves as a beacon for developers and operations teams alike, facilitating the seamless transition of NLP frameworks like [Haystack](https://haystack.deepset.ai/) from development to robust, production-grade environments.

Through the synergy of open source and community collaboration, Baler is poised to unlock unprecedented efficiency and scalability in NLP pipeline management.

### Important links:

- [Documentation](https://baler.gatecastle.com)
- [Quickstart](https://baler.gatecastle.com/en/latest/quickstart.html)
- [Deployment](https://baler.gatecastle.com/en/latest/deployment.html)
- [DockerHub](https://hub.docker.com/r/gatecastle/baler-operator)


## Mission 🌟

**Our objective is clear: to empower teams by providing a streamlined pathway for deploying NLP pipelines**, not only for development purposes but also for deployment within demanding production contexts. 

Leveraging Kubernetes' dynamic ecosystem, Baler delivers a platform where innovation meets reliability, enabling projects to scale seamlessly from concept to production without compromising on security, performance, or scalability.

## Philosophy πŸ“˜

At the heart of Baler lies the principle of KISSβ€”Keep It Simple, Stupid. 

This philosophy, rooted in a design principle from the U.S. Navy in 1960, emphasizes simplicity as the foundation of effective, error-resistant systems. 

In the complex landscape of NLP pipeline development and operation, we understand that complexity can be a significant obstacle. Baler embodies simplicity, making our platform accessible, intuitive, and straightforward for all users.

Beyond ease of use, we believe that simplicity is a key ally in bolstering the security and reliability of our platform. These attributes are crucial for the success of real-life production deployments. By minimizing complexity, Baler enhances security, reducing vulnerability risks, and boosts reliability, ensuring that NLP pipelines can robustly meet real-world demands.

Discover more about the KISS principle [here](https://en.wikipedia.org/wiki/KISS_principle).

### Harmonizing Development and Operations βš™οΈ

Crafting NLP pipelines poses its own set of challenges; scaling them in production is an entirely different challenge. Baler strives to harmonize these efforts, equipping both developers and operations personnel with the tools they need. Whether you're fine-tuning pipelines in development or deploying them at scale in production, Baler provides a unified, secure, and scalable platform tailored to your needs.

By integrating advanced NLP frameworks within a Kubernetes-native ecosystem, Baler ensures your projects transition smoothly from ideation to production, without losing sight of security, reliability, and performance.

Join us on this journey to pioneer the future of NLP deployment. Together, let's establish a new standard for deploying and managing NLP pipelines, making them more accessible, reliable, and secure than ever before.

## Documentation πŸ“š

For detailed information on how to use Baler, please refer to our [documentation](https://baler.gatecastle.com).

## Getting Started πŸš€

Read the [Getting Started](https://baler.gatecastle.com/en/latest/quickstart.html) guide to learn how to deploy Baler on your local machine for experimentation.

## Deployment 🚒

Read the [Deployment](https://baler.gatecastle.com/en/latest/deployment.html) guide to learn how to deploy pipelines to any Kubernetes cluster using Baler.

## Contributing πŸ‘₯

Please read [CONTRIBUTING.md](https://github.com/gatecastle/baler-operator/blob/main/CONTRIBUTING.md) for details on our code of conduct, and the process for submitting pull requests to us.

## Versioning 🏷️

We use [SemVer](http://semver.org/) for versioning. For the versions available, see the [tags on this repository](https://github.com/gatecastle/baler-operator/tags).

## Authors ✍️

* **Greg Nagy** - *Initial work* - [justcallmegreg](https://github.com/justcallmegreg)

See also the list of [contributors](https://github.com/gatecastle/baler-operator/graphs/contributors) who participated in this project.

## License πŸ“„

This project is licensed under the Apache License, Version 2.0 - see the [LICENSE.md](https://github.com/gatecastle/baler-operator/blob/main/LICENSE.md) file for details.

[![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fgatecastle%2Fbaler-operator.svg?type=large&issueType=license)](https://app.fossa.com/projects/git%2Bgithub.com%2Fgatecastle%2Fbaler-operator?ref=badge_large&issueType=license)

            

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    "description": "# baler-operator\n\n\n\n[![Release Artifacts](https://github.com/gatecastle/baler-operator/actions/workflows/release-pipeline.yaml/badge.svg)](https://github.com/gatecastle/baler-operator/actions/workflows/release-pipeline.yaml)\n[![Linter Check](https://github.com/gatecastle/baler-operator/actions/workflows/linter-check.yaml/badge.svg)](https://github.com/gatecastle/baler-operator/actions/workflows/linter-check.yaml)\n[![Documentation Generation](https://github.com/gatecastle/baler-operator/actions/workflows/make-docs.yaml/badge.svg)](https://github.com/gatecastle/baler-operator/actions/workflows/make-docs.yaml)\n[![Coverage Status](https://coveralls.io/repos/github/gatecastle/baler-operator/badge.svg?t=3unRqs)](https://coveralls.io/github/gatecastle/baler-operator)\n\n\n[![Docker Pulls](https://img.shields.io/docker/pulls/gatecastle/baler-operator.svg)](https://hub.docker.com/r/gatecastle/baler-operator)\n[![Docker Stars](https://img.shields.io/docker/stars/gatecastle/baler-operator.svg)](https://hub.docker.com/r/gatecastle/baler-operator)\n\n[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/baler-operator)](https://artifacthub.io/packages/search?repo=baler-operator)\n\n<img src=\"docs/source/assets/baler_logo.png\" alt=\"logo\" width=\"248\"/>\n\n\ud83d\udc4b **Welcome to Baler!** A Kubernetes-native, secure, enterprise-grade operator engineered to redefine the deployment and operational paradigms of NLP pipelines.\n\nOur platform serves as a beacon for developers and operations teams alike, facilitating the seamless transition of NLP frameworks like [Haystack](https://haystack.deepset.ai/) from development to robust, production-grade environments.\n\nThrough the synergy of open source and community collaboration, Baler is poised to unlock unprecedented efficiency and scalability in NLP pipeline management.\n\n### Important links:\n\n- [Documentation](https://baler.gatecastle.com)\n- [Quickstart](https://baler.gatecastle.com/en/latest/quickstart.html)\n- [Deployment](https://baler.gatecastle.com/en/latest/deployment.html)\n- [DockerHub](https://hub.docker.com/r/gatecastle/baler-operator)\n\n\n## Mission \ud83c\udf1f\n\n**Our objective is clear: to empower teams by providing a streamlined pathway for deploying NLP pipelines**, not only for development purposes but also for deployment within demanding production contexts. \n\nLeveraging Kubernetes' dynamic ecosystem, Baler delivers a platform where innovation meets reliability, enabling projects to scale seamlessly from concept to production without compromising on security, performance, or scalability.\n\n## Philosophy \ud83d\udcd8\n\nAt the heart of Baler lies the principle of KISS\u2014Keep It Simple, Stupid. \n\nThis philosophy, rooted in a design principle from the U.S. Navy in 1960, emphasizes simplicity as the foundation of effective, error-resistant systems. \n\nIn the complex landscape of NLP pipeline development and operation, we understand that complexity can be a significant obstacle. Baler embodies simplicity, making our platform accessible, intuitive, and straightforward for all users.\n\nBeyond ease of use, we believe that simplicity is a key ally in bolstering the security and reliability of our platform. These attributes are crucial for the success of real-life production deployments. By minimizing complexity, Baler enhances security, reducing vulnerability risks, and boosts reliability, ensuring that NLP pipelines can robustly meet real-world demands.\n\nDiscover more about the KISS principle [here](https://en.wikipedia.org/wiki/KISS_principle).\n\n### Harmonizing Development and Operations \u2699\ufe0f\n\nCrafting NLP pipelines poses its own set of challenges; scaling them in production is an entirely different challenge. Baler strives to harmonize these efforts, equipping both developers and operations personnel with the tools they need. Whether you're fine-tuning pipelines in development or deploying them at scale in production, Baler provides a unified, secure, and scalable platform tailored to your needs.\n\nBy integrating advanced NLP frameworks within a Kubernetes-native ecosystem, Baler ensures your projects transition smoothly from ideation to production, without losing sight of security, reliability, and performance.\n\nJoin us on this journey to pioneer the future of NLP deployment. Together, let's establish a new standard for deploying and managing NLP pipelines, making them more accessible, reliable, and secure than ever before.\n\n## Documentation \ud83d\udcda\n\nFor detailed information on how to use Baler, please refer to our [documentation](https://baler.gatecastle.com).\n\n## Getting Started \ud83d\ude80\n\nRead the [Getting Started](https://baler.gatecastle.com/en/latest/quickstart.html) guide to learn how to deploy Baler on your local machine for experimentation.\n\n## Deployment \ud83d\udea2\n\nRead the [Deployment](https://baler.gatecastle.com/en/latest/deployment.html) guide to learn how to deploy pipelines to any Kubernetes cluster using Baler.\n\n## Contributing \ud83d\udc65\n\nPlease read [CONTRIBUTING.md](https://github.com/gatecastle/baler-operator/blob/main/CONTRIBUTING.md) for details on our code of conduct, and the process for submitting pull requests to us.\n\n## Versioning \ud83c\udff7\ufe0f\n\nWe use [SemVer](http://semver.org/) for versioning. For the versions available, see the [tags on this repository](https://github.com/gatecastle/baler-operator/tags).\n\n## Authors \u270d\ufe0f\n\n* **Greg Nagy** - *Initial work* - [justcallmegreg](https://github.com/justcallmegreg)\n\nSee also the list of [contributors](https://github.com/gatecastle/baler-operator/graphs/contributors) who participated in this project.\n\n## License \ud83d\udcc4\n\nThis project is licensed under the Apache License, Version 2.0 - see the [LICENSE.md](https://github.com/gatecastle/baler-operator/blob/main/LICENSE.md) file for details.\n\n[![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fgatecastle%2Fbaler-operator.svg?type=large&issueType=license)](https://app.fossa.com/projects/git%2Bgithub.com%2Fgatecastle%2Fbaler-operator?ref=badge_large&issueType=license)\n",
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    "license": "\n                                         Apache License\n                                   Version 2.0, January 2004\n                                http://www.apache.org/licenses/\n        \n           TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n        \n           1. Definitions.\n        \n              \"License\" shall mean the terms and conditions for use, reproduction,\n              and distribution as defined by Sections 1 through 9 of this document.\n        \n              \"Licensor\" shall mean the copyright owner or entity authorized by\n              the copyright owner that is granting the License.\n        \n              \"Legal Entity\" shall mean the union of the acting entity and all\n              other entities that control, are controlled by, or are under common\n              control with that entity. For the purposes of this definition,\n              \"control\" means (i) the power, direct or indirect, to cause the\n              direction or management of such entity, whether by contract or\n              otherwise, or (ii) ownership of fifty percent (50%) or more of the\n              outstanding shares, or (iii) beneficial ownership of such entity.\n        \n              \"You\" (or \"Your\") shall mean an individual or Legal Entity\n              exercising permissions granted by this License.\n        \n              \"Source\" form shall mean the preferred form for making modifications,\n              including but not limited to software source code, documentation\n              source, and configuration files.\n        \n              \"Object\" form shall mean any form resulting from mechanical\n              transformation or translation of a Source form, including but\n              not limited to compiled object code, generated documentation,\n              and conversions to other media types.\n        \n              \"Work\" shall mean the work of authorship, whether in Source or\n              Object form, made available under the License, as indicated by a\n              copyright notice that is included in or attached to the work\n              (an example is provided in the Appendix below).\n        \n              \"Derivative Works\" shall mean any work, whether in Source or Object\n              form, that is based on (or derived from) the Work and for which the\n              editorial revisions, annotations, elaborations, or other modifications\n              represent, as a whole, an original work of authorship. For the purposes\n              of this License, Derivative Works shall not include works that remain\n              separable from, or merely link (or bind by name) to the interfaces of,\n              the Work and Derivative Works thereof.\n        \n              \"Contribution\" shall mean any work of authorship, including\n              the original version of the Work and any modifications or additions\n              to that Work or Derivative Works thereof, that is intentionally\n              submitted to Licensor for inclusion in the Work by the copyright owner\n              or by an individual or Legal Entity authorized to submit on behalf of\n              the copyright owner. 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Subject to the terms and conditions of\n              this License, each Contributor hereby grants to You a perpetual,\n              worldwide, non-exclusive, no-charge, royalty-free, irrevocable\n              (except as stated in this section) patent license to make, have made,\n              use, offer to sell, sell, import, and otherwise transfer the Work,\n              where such license applies only to those patent claims licensable\n              by such Contributor that are necessarily infringed by their\n              Contribution(s) alone or by combination of their Contribution(s)\n              with the Work to which such Contribution(s) was submitted. If You\n              institute patent litigation against any entity (including a\n              cross-claim or counterclaim in a lawsuit) alleging that the Work\n              or a Contribution incorporated within the Work constitutes direct\n              or contributory patent infringement, then any patent licenses\n              granted to You under this License for that Work shall terminate\n              as of the date such litigation is filed.\n        \n           4. Redistribution. You may reproduce and distribute copies of the\n              Work or Derivative Works thereof in any medium, with or without\n              modifications, and in Source or Object form, provided that You\n              meet the following conditions:\n        \n              (a) You must give any other recipients of the Work or\n                  Derivative Works a copy of this License; and\n        \n              (b) You must cause any modified files to carry prominent notices\n                  stating that You changed the files; and\n        \n              (c) You must retain, in the Source form of any Derivative Works\n                  that You distribute, all copyright, patent, trademark, and\n                  attribution notices from the Source form of the Work,\n                  excluding those notices that do not pertain to any part of\n                  the Derivative Works; and\n        \n              (d) If the Work includes a \"NOTICE\" text file as part of its\n                  distribution, then any Derivative Works that You distribute must\n                  include a readable copy of the attribution notices contained\n                  within such NOTICE file, excluding those notices that do not\n                  pertain to any part of the Derivative Works, in at least one\n                  of the following places: within a NOTICE text file distributed\n                  as part of the Derivative Works; within the Source form or\n                  documentation, if provided along with the Derivative Works; or,\n                  within a display generated by the Derivative Works, if and\n                  wherever such third-party notices normally appear. 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Unless You explicitly state otherwise,\n              any Contribution intentionally submitted for inclusion in the Work\n              by You to the Licensor shall be under the terms and conditions of\n              this License, without any additional terms or conditions.\n              Notwithstanding the above, nothing herein shall supersede or modify\n              the terms of any separate license agreement you may have executed\n              with Licensor regarding such Contributions.\n        \n           6. Trademarks. This License does not grant permission to use the trade\n              names, trademarks, service marks, or product names of the Licensor,\n              except as required for reasonable and customary use in describing the\n              origin of the Work and reproducing the content of the NOTICE file.\n        \n           7. Disclaimer of Warranty. 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