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    "info": {
        "author": "Matthew Pitkin",
        "author_email": "matthew.pitkin@glasgow.ac.uk",
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        "description": "# PSRQpy\n\nThis module aims to provide a python interface for querying the [ATNF pulsar catalogue](http://www.atnf.csiro.au/people/pulsar/psrcat/). It is an unofficial\npackage and is not endorsed by or affiliated with the ATNF.\n\nFull documentation of the module can be found [here](http://psrqpy.readthedocs.io/).\n\nAny comments or suggestions are welcome.\n\n## Installation\n\nTo install the code from source, clone the git repository and run either:\n\n```\npython setup.py install --user\n```\n\nto install as a user, or\n\n```\nsudo python setup.py install\n```\n\nto install as root.\n\nThe module can also be installed using `pip` with:\n\n```\npip install psrqpy\n```\n\n### Requirements\n\nThe [requirements](requirements.txt) for installing the code are:\n\n * [`six`](https://six.readthedocs.io/)\n * [`requests`](http://docs.python-requests.org/en/master/)\n * [`beautifulsoup4`](https://www.crummy.com/software/BeautifulSoup/bs4/doc/)\n * [`numpy`](http://www.numpy.org/)\n * [`scipy`](https://www.scipy.org/)\n * [`astropy`](http://www.astropy.org/) (for Python 2 astropy versions before [3.0](http://docs.astropy.org/en/latest/whatsnew/3.0.html#whatsnew-3-0-python3) must be used)\n * [`pandas`](https://pandas.pydata.org/)\n\nThe [`ads`](https://ads.readthedocs.io/en/latest/) module is an optional requirement that is needed to get ADS URLs for references,\nand [`matplotlib`](https://matplotlib.org/) is required for making period-period derivative plots.\n\n## Examples\n\nA simple query of the catalogue to, e.g., just return all pulsar frequencies, would be:\n\n```python\nimport psrqpy\n\nq = psrqpy.QueryATNF(params='F0')\n\n# get frequencies as an astropy table\nt = q.table\n\nprint(t['F0'])\n```\n\nYou can query multiple parameters, e.g.:\n\n```python\nimport psrqpy\n\nq = psrqpy.QueryATNF(params=['F0', 'F1', 'RAJ', 'DecJ'])\n\n# get values as an astropy table\nt = q.table\n\nprint(t['F0'])\n```\n\nYou can query specific pulsars, e.g.:\n\n```\nimport psrqpy\n\nq = psrqpy.QueryATNF(params=['F0', 'F1', 'RAJ', 'DecJ'], psrs=['J0534+2200', 'J0537-6910'])\n\n# get values as an astropy table\nt = q.table\n\n# print the table\nprint(t)\n  JNAME          F0       F0_ERR       F1      F1_ERR     RAJ      RAJ_ERR     DECJ     DECJ_ERR\n                 Hz         Hz       1 / s2    1 / s2                                           \n---------- ------------- ------- ------------- ------ ------------ ------- ------------ --------\nJ0534+2200     29.946923   1e-06  -3.77535e-10  2e-15 05:34:31.973   0.005 +22:00:52.06     0.06\nJ0537-6910 62.0261895958 1.3e-09 -1.992272e-10  4e-17 05:37:47.416    0.11 -69:10:19.88      0.6\n```\n\nYou can set [conditions](http://www.atnf.csiro.au/research/pulsar/psrcat/psrcat_help.html?type=normal#condition) for the searches,\ne.g.:\n\n```python\nimport psrqpy\nq = psrqpy.QueryATNF(params=['Jname', 'f0'], condition='f0 > 100 && f0 < 200', assoc='GC')\n```\n\nwhere `assoc=GC` looks for all pulsars in globular clusters.\n\nWhen a query is generated the entire catalogue is downloaded and stored in the `QueryATNF` object as\na pandas [`DataFrame`](https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html).\nThe query can therefore be re-used to access data on different parameters, different pulsars, or\nusing different conditions, without the need to re-download the catalogue. We may originally want\nto query pulsar frequencies using only frequencies greater than 10 Hz, with\n\n```python\nimport psrqpy\nq = psrqpy.QueryATNF(params=['F0'], condition='F0 > 10')\nfreqs = q.table['F0']\n```\n\nUsing the same `QueryATNF` object we could change to get frequency derivatives for pulsars\nwith frequencies less than 10 Hz, with\n\n```python\nq.condition = 'F0 < 10'\nq.query_params = 'F1'\n\nfdot = q.table['F1']\n```\n\nIn these cases the whole catalogue (with no conditions applied and all available parameters) stored as a pandas [`DataFrame`](https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html)\nis accessible with\n\n```python\ncatalogue = q.catalogue\n```\n\nYou can also [generate](http://psrqpy.readthedocs.io/en/latest/query.html#psrqpy.search.QueryATNF.ppdot) a\n_lovely_ period vs. period derivative plot based on the latest catalogue information, using\njust three lines of code, e.g.:\n\n```python\nfrom psrqpy import QueryATNF\nquery = QueryATNF(params=['P0', 'P1', 'ASSOC', 'BINARY', 'TYPE', 'P1_I'])\nquery.ppdot(showSNRs=True, showtypes='all')\n```\n\ngives\n\n![PPdot](../master/docs/source/images/ppdot.png)\n\n## Development and Support\n\nCode development is done via the package's [GitHib repository](https://github.com/mattpitkin/psrqpy).\nAny contributions can be made via a [fork and pull request](https://help.github.com/articles/creating-a-pull-request-from-a-fork/) model\nfrom that repository, and must adhere to the [MIT license](#License). Any problems with the code\nor support requests can be submitted via the repository's [Issue tracker](https://github.com/mattpitkin/psrqpy/issues).\n\n## Test suite\n\nThere are tests supplied that cover many of the functions within PSRQpy. These can be run from the\nbase directory of the repository (after installing the [`pytest`](https://docs.pytest.org/en/latest/) and\n[`pytest-socket`](https://pypi.org/project/pytest-socket/) modules, e.g., with `pip`) by just calling:\n\n```bash\npytest\n```\n\nThese tests are not included in the `pip` installed version of the code.\n\n## Copyright and referencing for the catalogue\n\nRegarding the use of the catalogue and software behind it, the [following statements](http://www.atnf.csiro.au/research/pulsar/psrcat/download.html) apply:\n\n> PSRCAT is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. PSRCAT is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.\n>\n> PSRCAT makes use of \"evaluateExpression: A Simple Expression Evaluator\". Copyright &copy; 1996 - 1999 Parsifal Software, All Rights Reserved.\n>\n> The programs and databases remain the property of the Australia Telescope National Facility, CSIRO, and are covered by the [CSIRO Legal Notice and Disclaimer](http://www.csiro.au/en/About/Footer/Legal-notice).\n>\n> If you make use of information from the ATNF Pulsar Catalogue in a publication, we would appreciate acknowledgement by reference to the publication \"[The ATNF Pulsar Catalogue](http://adsabs.harvard.edu/abs/2005AJ....129.1993M)\", R. N. Manchester, G. B. Hobbs, A. Teoh & M. Hobbs, Astronomical Journal, 129, 1993-2006 (2005) and by quoting the web address http://www.atnf.csiro.au/research/pulsar/psrcat for updated versions.\n\nIf making use of this code to access the catalogue, or produce plots, I would be grateful if (as well as citing the ATNF pulsar catalogue [paper](http://adsabs.harvard.edu/abs/2005AJ....129.1993M) and [URL](http://www.atnf.csiro.au/research/pulsar/psrcat) given above) you consider citing the [JOSS](http://joss.theoj.org/) [paper](https://doi.org/10.21105/joss.00538) for this software:\n\n```tex\n@article{psrqpy,\n  author = {{Pitkin}, M.},\n   title = \"{psrqpy: a python interface for querying the ATNF pulsar catalogue}\",\n  volume = 3,\n  number = 22,\n   pages = 538,\n   month = feb,\n    year = 2018,\n journal = \"{Journal of Open Source Software}\",\n     doi = {10.21105/joss.00538},\n     url = {https://doi.org/10.21105/joss.00538}\n}\n```\n\n## License\n\nThis code is licensed under the [MIT License](http://opensource.org/licenses/MIT).\n\n&copy; Matt Pitkin, 2017\n\n[![PyPI version](https://badge.fury.io/py/psrqpy.svg)](https://badge.fury.io/py/psrqpy)\n[![version](https://img.shields.io/pypi/pyversions/psrqpy.svg)](https://pypi.org/project/psrqpy/)\n[![Build Status](https://travis-ci.org/mattpitkin/psrqpy.svg?branch=master)](https://travis-ci.org/mattpitkin/psrqpy)\n[![codecov](https://codecov.io/gh/mattpitkin/psrqpy/branch/master/graph/badge.svg)](https://codecov.io/gh/mattpitkin/psrqpy)\n[![Documentation Status](https://readthedocs.org/projects/psrqpy/badge/?version=latest)](http://psrqpy.readthedocs.io/en/latest/?badge=latest)\n[![status](http://joss.theoj.org/papers/711dc5566159f6e9f8ea5d07dbfaf5d2/status.svg)](http://joss.theoj.org/papers/711dc5566159f6e9f8ea5d07dbfaf5d2)\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.1489692.svg)](https://doi.org/10.5281/zenodo.1489692)\n[![ASCL](https://img.shields.io/badge/ascl-1812.017-blue.svg?colorB=262255)](http://ascl.net/1812.017)\n\n\n\n",
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