Metadata-Version: 1.2
Name: scikit-dataaccess
Version: 1.9.9
Summary: Scikit Data Access Package for accessing scientific data sets.
Home-page: https://github.com/MITHaystack/scikit-dataaccess
Author: MITHAGI
Author-email: skdaccess@mit.edu
License: UNKNOWN
Description: .. image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/skdaccess_logo360x100.png
           :alt: Scikit Data Access
        
        -  Import scientific data from various sources through one easy Python
           API.
        -  Use iterator patterns for each data source (configurable data
           generators + functions to get next data chunk).
        -  Skip parser programming and file format handling.
        -  Enjoy a common namespace for all data and unleash the power of data
           fusion.
        -  Handle data distribution in different modes: (1) local download, (2)
           caching of accessed data, or (3) online stream access
        -  Easily pull data on cloud servers through Python scripts and
           facilitate large-scale parallel processing.
        -  Build on an extensible plattform: Adding access to a new data source
           only requires addition of its "DataFetcher.py".
        -  Open source (MIT License)
        
        .. image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/skdaccess_overviewdiag.png
        	   :alt: Scikit Data Access Overview
        	   :width: 810
        
        
        Supported data sets (For updates, follow https://twitter.com/scikit_data and https://twitter.com/mithaystack)
        
        
        .. csv-table::
           :header: "Namespace", "Description", "Preview", "Data Source"
        
                |astro_icon| astro.kepler          , |nasa_logo|  	   |kepler_desc|            , |kepler_preview|            , |kepler_url|
                |astro_icon| astro.voyager         , |nasa_logo|  	   |voyager_desc|           , |voyager_preview|           , |voyager_url|
                |geo_icon|   geo.groundwater       , |usgs_logo|	   |groundwater_desc|       , |groundwater_preview|	  , |groundwater_url|
                |geo_icon|   geo.pbo               , |unavaco_logo|	   |pbo_desc|               , |pbo_preview|		  , |pbo_url|
                |geo_icon|   geo.grace             , |nasa_logo|	   |grace_desc|             , |grace_preview|	          , |grace_url|
                |geo_icon|   geo.gldas             , |nasa_logo|	   |gldas_desc|             , |gldas_preview|	          , |gldas_url|
                |geo_icon|   geo.modis             , |nasa_logo|	   |modis_desc|             , |modis_preview|	          , |modis_url|
                |geo_icon|   geo.magnetometer      , |usgs_logo|	   |magnetometer_desc|      , |magnetometer_preview|      , |magnetometer_url|
                |geo_icon|   geo.mahali.rinex      , |mit_logo| |nsf_logo| |mahali_rinex_desc|      , |mahali_rinex_preview|      , |mahali_url|
                |geo_icon|   geo.mahali.tec        , |mit_logo| |nsf_logo| |mahali_tec_desc|        , |mahali_tec_preview|        , |mahali_url|
                |geo_icon|   geo.mahali.temperature, |mit_logo| |nsf_logo| |mahali_temperature_desc|, |mahali_temperature_preview|, |mahali_url|
                |solar_icon| solar.sdo             , |nasa_logo|  	   |sdo_desc|               , |sdo_preview|               , |sdo_url|
        
        .. Data type icons
        .. |astro_icon| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_astro.png
        .. |geo_icon| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_geo.png
        .. |solar_icon| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_solar.png
        
        
        
        .. Logos
        .. |nasa_logo| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_datasource_logo_nasa.png
        .. |usgs_logo| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_datasource_logo_usgs.png
        .. |unavaco_logo| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_datasource_logo_unavco.png
        .. |mit_logo| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_datasource_logo_mit.png
        .. |nsf_logo| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_datasource_logo_nsf.png
        
        .. Preview images
        .. |kepler_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.astro.kepler.png
        	           :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_Kepler.ipynb
        
        .. |voyager_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.astro.voyager.png
        		    :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_Voyager.ipynb
        
        .. |sdo_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.solar.sdo.png
        		:target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_SDO.ipynb
        
        .. |groundwater_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.groundwater.png
                                :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_Groundwater.ipynb
        
        .. |pbo_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.pbo.png
                        :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_PBO.ipynb
        
        .. |grace_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.grace.png
                         :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_GRACE.ipynb
        
        .. |gldas_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.gldas.png
                          :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_GLDAS.ipynb
        
        .. |modis_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.modis.png
                          :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_MODIS.ipynb
        
        .. |magnetometer_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.magnetometer.png
                                 :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_Magnetometer.ipynb
        
        .. |mahali_rinex_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.mahali.rinex.png
                                 :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_Mahali_Rinex.ipynb
        
        .. |mahali_tec_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.mahali.tec.png
                               :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_Mahali_TEC.ipynb
        
        .. |mahali_temperature_preview| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/icon_skdaccess.geo.mahali.temperature.png
                                       :target: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/examples/Demo_Temperature.ipynb
        
        .. URLS
        .. |kepler_url| replace::
        
        	https://keplerscience.arc.nasa.gov
        
        .. |voyager_url| replace::
        
        	https://spdf.gsfc.nasa.gov
        
        .. |sdo_url| replace::
        
        	https://sdo.gsfc.nasa.gov
        
        .. |groundwater_url| replace::
        
        	https://waterservices.usgs.gov
        
        .. |pbo_url| replace::
        
        	http://www.unavco.org/projects/major-projects/pbo/pbo.html
        
        .. |grace_url| replace::
        
        	https://grace.jpl.nasa.gov/data/get-data/monthly-mass-grids-land
        
        .. |gldas_url| replace::
        
        	https://grace.jpl.nasa.gov/data/get-data/land-water-content
        
        .. |modis_url| replace::
        
        	https://modis.gsfc.nasa.gov
        
        .. |magnetometer_url| replace::
        
        	https://geomag.usgs.gov
        
        .. |mahali_url| replace::
        
        	http://mahali.mit.edu
        
        
        .. Descriptions
        .. |kepler_desc| replace::
        
        		 Light curves for stars imaged by the NASA Kepler Space Telescope
        
        .. |voyager_desc| replace::
        
        		 Data from the Voyager mission
        
        .. |sdo_desc| replace::
        
        		 Images from the Solar Dynamics Observatory
        
        .. |groundwater_desc| replace::
        
        		      United States groundwater monitoring wells measuring the depth to water level
        
        .. |pbo_desc| replace::
        
        	      EarthScope - Plate Boundary Observatory (PBO): Daily GPS displacement time series measurements throughout the United States
        
        .. |grace_desc| replace::
        
        		NASA GRACE Tellus Monthly Mass Grids. 30-day measurements of changes in Earth’s gravity field to quantify equivalent water thickness
        
        .. |gldas_desc| replace::
        
        		Land hydrology model produced by NASA. This version of the data is generated to match the GRACE temporal and spatial characteristics and is available as a complementary data product
        
        .. |modis_desc| replace::
        
        		Spectroradiometer aboard the NASA Terra and Aqua image satellites. Generates approximately daily images of the Earth’s surface
        
        .. |magnetometer_desc| replace::
        
        		      Data collected at magnetic observatories operated by the U.S. Geological Survey
        
        .. |mahali_rinex_desc| replace::
        
        		       Rinex files from the MIT led NSF project studying the Earth’s ionosphere with GPS
        
        .. |mahali_tec_desc| replace::
        
        		     Total Electron Content from the MIT led NSF project studying the Earth’s ionosphere with GPS
        
        .. |mahali_temperature_desc| replace::
        
        			     Temperature data from the MIT led NSF project studying the Earth’s ionosphere with GPS
        
        Install
        ~~~~~~~
        
        .. code:: python
        
            pip install scikit-dataaccess
        
        
        Documentation
        ~~~~~~~~~~~~~
        
        
        - User Manual: `/docs/skdaccess_manual.pdf`_
        - Code documentation (Doxygen): `/docs/skdaccess_doxygen.pdf`_
        - Code visualization (treemap): `/docs/skdaccess_treemap.png`_
        - Code class diagrams: `/docs/class_diagrams`_
        
        .. _/docs/skdaccess_manual.pdf: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/docs/skdaccess_manual.pdf
        .. _/docs/skdaccess_doxygen.pdf: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/docs/skdaccess_doxygen.pdf
        .. _/docs/skdaccess_treemap.png: https://github.com/MITHaystack/scikit-dataaccess/blob/master/skdaccess/docs/skdaccess_treemap.png
        .. _/docs/class_diagrams: https://github.com/MITHaystack/scikit-dataaccess/tree/master/skdaccess/docs/class_diagrams
        
        
        Contributors
        ~~~~~~~~~~~~
        
        | Project lead: `Victor Pankratius (MIT) <http://www.victorpankratius.com>`_ 
        | Contributors: Cody M. Rude, Justin D. Li, David M. Blair, Michael G. Gowanlock, Victor Pankratius
        |
        | New contributors welcome! Contact |skdaccess_contact| to contribute and add interface code for your own datasets |smiley|
        
        .. |smiley| unicode:: 0x1F604
        
        .. |skdaccess_contact| image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/skdaccess_cont.png
        
        Acknowledgements
        ~~~~~~~~~~~~~~~~
        
        We acknowledge support from NASA AIST14-NNX15AG84G, NASA AIST16-80NSSC17K0125, NSF ACI-1442997, and NSF AGS-1343967.
        
        Examples
        --------
        
        Code examples (Jupyter notebooks) for all datasets listed above are available at:
        `/skdaccess/examples <https://github.com/MITHaystack/scikit-dataaccess/tree/master/skdaccess/examples>`__
        
        .. image:: https://github.com/MITHaystack/scikit-dataaccess/raw/master/skdaccess/docs/images/skdaccess-quickexamples-combined.png
                   :alt: Scikit Data Access Overview
        	   :width: 500
        
Platform: UNKNOWN
Classifier: Topic :: Scientific/Engineering
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3 :: Only
Requires-Python: >=3.4
