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        "author_email": "frederic.laliberte@utoronto.ca",
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            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Scientific/Engineering :: Atmospheric Science",
            "Topic :: Scientific/Engineering :: Mathematics",
            "Topic :: Scientific/Engineering :: Physics"
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        "description": "CDB_QUERY\n=========\n\n[![Build Status](https://travis-ci.org/laliberte/cdb_query.svg)](https://travis-ci.org/laliberte/cdb_query)\n[![Python2](https://img.shields.io/badge/python-2-blue.svg)](https://www.python.org/downloads/)\n[![Python3](https://img.shields.io/badge/python-3-blue.svg)](https://www.python.org/downloads/)\n[![documentation](https://readthedocs.org/projects/cdb_query/badge/?version=latest)](http://cdb_query.readthedocs.org/en/latest/)\n[![PyPI](https://img.shields.io/pypi/v/cdb_query.svg?maxAge=2592000?style=plastic)](https://pypi.python.org/pypi/cdB_query/)\n\n\n[CDB_QUERY](http://pydap.readthedocs.io/en/latest/) is a python command-line code to manage the analysis of\nclimate model outputs published on the ESGF (CMIP5 and CORDEX archives, for example).\n\nThis package provides simple tools to process data from the CMIP5 and CORDEX archives distributed \nby the Earth System Grid Federation.\n\nThis package was developed by F. B. Laliberte and P. J. Kushner as part of the \"ExArch: Climate analytics\non distributed exascale data archives\" G8 Research Initiative grant.\n\nFrederic B. Laliberte, Paul J. Kushner\nUniverity of Toronto, 2017\n\nThe Natural Sciences and Engineering Research Council of Canada (NSERC/CRSNG) funded \nFBL and PJK during this project.\n\nIf using this code to retrieve and process data from the ESGF please cite:\nEfficient, robust and timely analysis of Earth System Models: a database-query approach\nF. Laliberte, Juckes, M., Denvil, S., Kushner, P. J., TBD.\n\nCurrent ESGF Project Compatibility\n----------------------------------\n- CMIP5 (full, tested)\n- CREATEIP (full, tested)\n- CORDEX (full, not completely tested)\n\nCurrent OTHER Project Compatibility\n-----------------------------------\n- CanSISE (full, not completely tested)\n\nTesting\n-------\nA script called ``create_test_env.sh`` (available in the github repository)\ncan be used to create an Anaconda-based test environment::\n\n    $ git clone https://github.com/laliberte/cdb_query.git\n    $ cd cdb_query\n    $ git submodule update --init --recursive \n    $ bash create_test_env.sh\n    $ source $HOME/miniconda_test/bin/activate $HOME/miniconda_test\n    $ source activate cdb_query_test_env\n    $ export OPENID_ESGF='YOUR OPENID'\n    $ export PASSWORD_ESGF='PASSWORD ASSOCIATED WITH OPENID'\n    $ py.test\n\nUsage\n----\nOnce the testing is successful, ``cdb_query`` can be used directly::\n\n    $ cdb_query CMIP5 ask validate download_opendap reduce \\\n                      --openid=$OPENID_ESGF --password=$PASSWORD_ESGF \\\n                      --institute=NCAR --model=CCSM4 --ensemble=r1i1p1 \\\n                      --year=2000 \\\n                      '' tas_historical_pointers.nc\n\nThis command will retrieve year 2000 of the simulation r1i1p1 from the CCSM4 model\nin the subdirectory ``./NCAR``.\n\nVersion History\n---------------\n\n2.0:     Stable, production release. Key packages are now vendored.\n\n1.9.9.x: Bug fixes. piControl experiments now work as intended. Stability. New Projects.\n         Performance improvements in reduce. Logging. Travis-CI testing.\n\n1.9.9:   Stability. Better tempfiles handling (no file descriptor leak). More robust ESGF auth.\n\n1.9.8:   Some major improvements in the management of certificates. Added a simple wed file list scrappign capability\n         for CanSISE project.\n\n1.9.7.x: Code now compatible with CORDEX. Minor bug fixes. Import error fixes. Minor API changes.\n\n1.9.6.x: Minor bug fixes.\n\n1.9.5: Last major version before release 2.0. Future versions before release 2.0 will be minor bugfixes.\n       Interface can be expected to be stable for the forseeable future.\n\n1.9: Major overhaul. Code ready for new ESGF version. CMIP5 works but other projects might not.\n     Last version before a LTS version.\n\n1.6: Split the source code in two. Some of the heavy lifiting is now provided\n     by the netcdf4_soft_links package.\n\n1.5: Added tracking_id and support for different checksum methods.\n     Compatibility with new ESGF architecture.\n     Rewrite of important code components.\n     Inclusion of modified timeaxis package.\n\n1.4: Stability.\n\n1.3: Added support for FTP archives. Added support for project LRFTIP. Two time series\n     described by soft links can now be safely concantenated BEFORE a download.\n\n1.2.2: Several bug fixes. Added support for project NMME.\n\n1.2.1: Enabled certficates management within validate, download and download_raw\n\n1.1.0: Required update for the certificates function. The certificates function in prior versions has been deprecated.\n\n1.0.11.2: Fixed a minor bug with validate.\n\n1.0.11: Fixed a certificate issue. Added the possiblity of making a `partial` validate where only the time stamp in files\n        is checked. 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