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pull_request: | ||
branches: | ||
- main | ||
- develop-22.1 | ||
- develop-22.2 | ||
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jobs: | ||
build: | ||
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update: insecure | ||
branch: develop-22.1 | ||
branch: develop-22.2 | ||
schedule: "every two weeks on monday" |
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# Optimus | ||
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[![Logo Optimus](https://raw.githubusercontent.com/hi-primus/optimus/develop-22.1/images/optimus-logo.png)](https://hi-optimus.com) | ||
[![Logo Optimus](https://raw.githubusercontent.com/hi-primus/optimus/develop-22.2/images/optimus-logo.png)](https://hi-optimus.com) | ||
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[![Tests](https://github.com/hi-primus/optimus/actions/workflows/main.yml/badge.svg)](https://github.com/hi-primus/optimus/actions/workflows/main.yml) | ||
[![Docker image updated](https://github.com/hi-primus/optimus/actions/workflows/docker.yml/badge.svg)](https://hub.docker.com/r/hiprimus/optimus) | ||
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## Try Optimus | ||
To launch a live notebook server to test optimus using binder or Colab, click on one of the following badges: | ||
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[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/hi-primus/optimus/develop-22.1?filepath=https%3A%2F%2Fraw.githubusercontent.com%2Fhi-primus%2Foptimus%2Fdevelop-22.1%2Fexamples%2F10_min_to_optimus.ipynb) | ||
[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/hi-primus/optimus/develop-22.2?filepath=https%3A%2F%2Fraw.githubusercontent.com%2Fhi-primus%2Foptimus%2Fdevelop-22.2%2Fexamples%2F10_min_to_optimus.ipynb) | ||
[![Colab](https://img.shields.io/badge/launch-colab-yellow.svg?logo=googlecolab&color=e6a210)](https://colab.research.google.com/github/hi-primus/optimus/blob/master/examples/10_min_to_optimus_colab.ipynb) | ||
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## Installation (pip): | ||
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To install from the repo: | ||
``` | ||
pip install git+https://github.com/hi-primus/optimus.git@develop-22.1 | ||
pip install git+https://github.com/hi-primus/optimus.git@develop-22.2 | ||
``` | ||
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To install other engines: | ||
``` | ||
pip install git+https://github.com/hi-primus/optimus.git@develop-22.1#egg=pyoptimus[dask] | ||
pip install git+https://github.com/hi-primus/optimus.git@develop-22.2#egg=pyoptimus[dask] | ||
``` | ||
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## Examples | ||
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You can go to [10 minutes to Optimus](https://github.com/hi-primus/optimus/blob/develop-22.1/examples/10_min_to_optimus.ipynb) where you can find the basics to start working in a notebook. | ||
You can go to [10 minutes to Optimus](https://github.com/hi-primus/optimus/blob/develop-22.2/examples/10_min_to_optimus.ipynb) where you can find the basics to start working in a notebook. | ||
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Also you can go to the [Examples](https://github.com/hi-primus/optimus/tree/develop-22.1/examples/examples.md) section and find specific notebooks about data cleaning, data munging, profiling, data enrichment and how to create ML and DL models. | ||
Also you can go to the [Examples](https://github.com/hi-primus/optimus/tree/develop-22.2/examples/examples.md) section and find specific notebooks about data cleaning, data munging, profiling, data enrichment and how to create ML and DL models. | ||
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Here's a handy [Cheat Sheet](https://htmlpreview.github.io/?https://github.com/hi-primus/optimus/blob/develop-22.1/docs/cheatsheet/optimus_cheat_sheet.html) with the most common Optimus' operations. | ||
Here's a handy [Cheat Sheet](https://htmlpreview.github.io/?https://github.com/hi-primus/optimus/blob/develop-22.2/docs/cheatsheet/optimus_cheat_sheet.html) with the most common Optimus' operations. | ||
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## Start Optimus | ||
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df = op.load.json("../examples/data/foo.json") | ||
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# using a url | ||
df = op.load.json("https://raw.githubusercontent.com/hi-primus/optimus/develop-22.1/examples/data/foo.json") | ||
df = op.load.json("https://raw.githubusercontent.com/hi-primus/optimus/develop-22.2/examples/data/foo.json") | ||
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# parquet | ||
df = op.load.parquet("../examples/data/foo.parquet") | ||
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```python | ||
display(df) | ||
``` | ||
![](https://github.com/hi-primus/optimus/tree/develop-22.1/readme/images/table.png) | ||
![](https://github.com/hi-primus/optimus/tree/develop-22.2/readme/images/table.png) | ||
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## Cleaning and Processing | ||
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## Troubleshooting | ||
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If you have issues, see our [Troubleshooting Guide](https://github.com/hi-primus/optimus/tree/develop-22.1/troubleshooting.md) | ||
If you have issues, see our [Troubleshooting Guide](https://github.com/hi-primus/optimus/tree/develop-22.2/troubleshooting.md) | ||
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# Contributing to Optimus 💡 | ||
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* [Documentation](https://docs.hi-optimus.com/en/latest/) updates, enhancements, designs, or bugfixes. | ||
* Spelling or grammar fixes. | ||
* README.md corrections or redesigns. | ||
* Adding unit, or functional [tests](https://github.com/hi-primus/optimus/tree/develop-22.1/tests) | ||
* Adding unit, or functional [tests](https://github.com/hi-primus/optimus/tree/develop-22.2/tests) | ||
* Triaging GitHub issues -- especially determining whether an issue still persists or is reproducible. | ||
* [Blogging, speaking about, or creating tutorials](https://hioptimus.com/category/blog/) about Optimus and its many features. | ||
* Helping others on our official chats | ||
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__version__ = '22.1.0-beta5' | ||
__version__ = '22.2.0-beta1' | ||
VERSION = tuple(int(i) if i.isdigit() else i for i in __version__.split('.')) |
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