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https://github.com/sciqlop/speasy

Space Physics made EASY! A simple Python package to deal with main Space Physics WebServices (CDA,SSC,AMDA,..)
https://github.com/sciqlop/speasy

amda cdaweb cnes esa nasa-api plasma-physics pnst pyhc python-3 python3 sciqlop space-physics space-plasma sscweb webservices

Last synced: 7 months ago
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Space Physics made EASY! A simple Python package to deal with main Space Physics WebServices (CDA,SSC,AMDA,..)

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README

          

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"

\n",
"\n",
"


\n",
"\n",
"# Space Physics made EASY\n",
"\n",
"[![Chat on Matrix](https://img.shields.io/matrix/speasy:matrix.org)](https://matrix.to/#/#speasy:matrix.org)\n",
"[![image](https://img.shields.io/pypi/v/speasy.svg)](https://pypi.python.org/pypi/speasy)\n",
"[![image](https://github.com/SciQLop/speasy/workflows/Tests/badge.svg)](https://github.com/SciQLop/speasy/actions?query=workflow%3A%22Tests%22)\n",
"[![Documentation Status](https://readthedocs.org/projects/speasy/badge/?version=latest)](https://speasy.readthedocs.io/en/latest/?badge=latest)\n",
"[![Coverage Status](https://codecov.io/gh/SciQLop/speasy/coverage.svg?branch=main)](https://codecov.io/gh/SciQLop/speasy/branch/main)\n",
"[![CodeQL](https://github.com/SciQLop/speasy/actions/workflows/codeql.yml/badge.svg)](https://github.com/SciQLop/speasy/actions/workflows/codeql.yml)\n",
"[![Zendoo DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4118780.svg)](https://doi.org/10.5281/zenodo.4118780)\n",
"[![Discover on MyBinder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/SciQLop/speasy/main?labpath=docs/examples)\n",
"[![Discover on Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/SciQLop/speasy)\n",
"[![Speasy proxy uptime (30 days)](https://img.shields.io/uptimerobot/ratio/m792771930-24b7f89c03d5090a13462b70)](http://sciqlop.lpp.polytechnique.fr/cache)\n",
"\n",
"Speasy is a free and open-source Python package that makes it easy to find and load space physics data from a variety of\n",
"data sources, whether it is online and public such as [CDAWEB](https://cdaweb.gsfc.nasa.gov/index.html/) and [AMDA](http://amda.irap.omp.eu/),\n",
"or any described archive, local or remote.\n",
"This task, where any science project starts, would seem easy a priori but, considering the very\n",
"diverse array of missions and instrument nowaday available, proves to be one of the major bottleneck,\n",
"especially for students and newcomers.\n",
"Speasy solves this problem by providing a **single, easy-to-use interface to over 70 space missions and 65,000 products**.\n",
"\n",
"Don't want to write code? See our graphical interface [SciQLop](https://github.com/SciQLop/SciQLop).\n",
"\n",
"## Main features\n",
"\n",
"- Simple and intuitive API (`spz.get_data(...)` to get them all)\n",
"- Speasy variables are like Pandas DataFrame with seemless conversion to/from it (as long as the shape is compatible)\n",
"- Speasy variables support numpy operations, [see numpy operations example below](#numpy-operations)\n",
"- Speasy variables filtering and resampling capabilities, [see resampling example below](#resampling)\n",
"- Local cache to avoid redundant downloads\n",
"- Uses the SciQLOP ultra fast community cache server\n",
"- Full support of [AMDA](http://amda.irap.omp.eu/) API\n",
"- Can retrieve time-series from [AMDA](http://amda.irap.omp.eu/),\n",
" [CDAWeb](https://cdaweb.gsfc.nasa.gov/),\n",
" [CSA](https://csa.esac.esa.int/csa-web/),\n",
" [SSCWeb](https://sscweb.gsfc.nasa.gov/)\n",
"- Support data access from any local or remote archives described by YAML file.\n",
"- Also available as [Speasy.jl](https://github.com/SciQLop/Speasy.jl) for Julia users\n",
"\n",
"## Help us improve Speasy!\n",
"\n",
"We want Speasy to be the best possible tool for space physics research. You can help us by:\n",
"\n",
"- Answering our user survey [here](https://docs.google.com/forms/d/e/1FAIpQLScV12kvETk8jc4Zc4sIsHiteMHRVo5I8DiSAE8RyVdVkUaxJA/viewform?usp=sf_link).\n",
"- Reporting bugs or requesting features [here](https://github.com/SciQLop/speasy/issues/new).\n",
"- Creating or participating in discussions [here](https://github.com/SciQLop/speasy/discussions).\n",
"\n",
"Your feedback is essential to making Speasy a better tool for everyone.\n",
"\n",
"## Quickstart\n",
"### Installation\n",
"\n",
"Installing Speasy with pip ([more details here](https://speasy.readthedocs.io/en/stable/installation.html)):\n",
"\n",
"``` console\n",
"$ python -m pip install speasy\n",
"# or\n",
"$ python -m pip install --user speasy\n",
"```"
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"### Examples\n",
"#### Simple request\n",
"\n",
"This simple code example shows how easy it is to get data using Speasy. The code imports the Speasy package and defines a variable named ace_mag. This variable stores the data for the ACE IMF product, for the time period from June 2, 2016 to June 5, 2016. The code then uses the Speasy plot() function to plot the data."
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"ExecuteTime": {
"end_time": "2024-06-06T12:38:05.448527Z",
"start_time": "2024-06-06T12:38:03.108624Z"
}
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"source": [
"import speasy as spz\n",
"ace_mag = spz.get_data('amda/imf', \"2016-6-2\", \"2016-6-5\")\n",
"ace_mag.plot();"
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"outputs": [
{
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"
},
"metadata": {},
"output_type": "display_data"
}
],
"execution_count": 1
},
{
"cell_type": "markdown",
"id": "e673f185-0ec5-4adb-960a-43db3b5fb4e4",
"metadata": {},
"source": [
"#### Using the dynamic inventory\n",
"\n",
"Where amda is the webservice and imf is the product id you will get with\n",
"this request.\n",
"\n",
"Using the dynamic inventory will produce the same result as the previous example, but it has the advantage of being easier to manipulate, since you can discover available data from your favorite Python environment completion tool, such as IPython or notebooks."
]
},
{
"cell_type": "code",
"id": "d0955158-6fa9-4197-81d4-ddf8c6dbb24d",
"metadata": {
"ExecuteTime": {
"end_time": "2024-06-06T12:38:05.645488Z",
"start_time": "2024-06-06T12:38:05.449636Z"
}
},
"source": [
"import speasy as spz\n",
"amda_tree = spz.inventories.data_tree.amda\n",
"ace_mag = spz.get_data(amda_tree.Parameters.ACE.MFI.ace_imf_all.imf, \"2016-6-2\", \"2016-6-5\")\n",
"ace_mag.plot();"
],
"outputs": [
{
"data": {
"text/plain": [
""
],
"image/png": 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