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        "author": "Wille Marcel",
        "author_email": "wille@wille.blog.br",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 3",
            "Topic :: Scientific/Engineering :: GIS",
            "Topic :: Utilities"
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        "description": "osmcha\n=======\n\nOSM Changeset Analyser, ``osmcha``, is a Python package to detect suspicious OSM changesets.\nIt was designed to be used with `osmcha-django <https://github.com/willemarcel/osmcha-django>`_,\nbut also can be used standalone or in other projects.\n\nYou can report issues or request new features in the the\n`osmcha-frontend repository <https://github.com/mapbox/osmcha-frontend>`_.\n\n.. image:: https://badge.fury.io/py/osmcha.svg\n    :target: http://badge.fury.io/py/osmcha\n\n.. image:: https://travis-ci.org/willemarcel/osmcha.svg\n    :target: https://travis-ci.org/willemarcel/osmcha\n\n.. image:: https://coveralls.io/repos/willemarcel/osmcha/badge.svg\n    :target: https://coveralls.io/r/willemarcel/osmcha\n\nInstallation\n============\n\n.. code-block:: console\n\n    pip install osmcha\n\nUsage\n=====\n\nPython Library\n--------------\n\nYou can read a `replication changeset file <https://planet.openstreetmap.org/replication/changesets/>`_\ndirectly from the web:\n\n.. code-block:: python\n\n  c = ChangesetList('https://planet.openstreetmap.org/replication/changesets/002/236/374.osm.gz')\n\nor from your local filesystem.\n\n.. code-block:: python\n\n  c = ChangesetList('tests/245.osm.gz')\n\n\n``c.changesets`` will return a list containing data of all the changesets listed in the file.\n\nYou can filter the changesets passing a `GeoJSON` file with a polygon with your\ninterest area to `ChangesetList` as the second argument.\n\nFinally, to analyse an especific changeset, do:\n\n.. code-block:: python\n\n  ch = Analyse(changeset_id)\n  ch.full_analysis()\n\nCustomizing Detection Rules\n~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nYou can customize the detection rules by defining your prefered values when\ninitializing the ``Analyze`` class. See below the default values.\n\n.. code-block:: python\n\n  ch = Analyse(changeset_id, create_threshold=200, modify_threshold=200,\n    delete_threshold=30, percentage=0.7, top_threshold=1000,\n    suspect_words=[...], illegal_sources=[...], excluded_words=[...])\n\nCommand Line Interface\n----------------------\n\nThe command line interface can be used to verify an especific changeset directly\nfrom the terminal.\n\nUsage: ``osmcha <changeset_id>``\n\nDetection Rules\n===============\n\n``osmcha`` works by analysing how many map features the changeset created, modified\nor deleted, and by verifying the presence of some suspect words in the ``comment``,\n``source`` and ``imagery_used`` fields of the changeset. Furthermore, we also\nconsider if the software editor used allows to import data or to do mass edits.\nWe consider ``powerfull editors``: JOSM, Merkaartor, level0, QGIS and ArcGis.\n\nIn the ``Usage`` section, you can see how to customize some of these detection rules.\n\nPossible Import\n---------------\n\nWe tag a changeset as a ``possible import`` if the number of created elements is\ngreater than 70% of the sum of elements created, modified and deleted and if it\ncreates more than 1000 elements or 200 elements case it used one of the ``powerfull editors``.\n\nMass Modification\n-----------------\n\nWe consider a changeset as a ``mass modification`` if the number of modified elements\nis greater than 70% of the sum of elements created, modified and deleted and if it\nmodifies more than 200 elements.\n\nMass Deletion\n-------------\n\nAll changesets that delete more than 1000 elements are considered a ``mass deletion``.\nIf the changeset deletes between 200 and 1000 elements and the number of deleted\nelements is greater than 70% of the sum of elements created, modified and deleted\nit's also tagged as a ``mass deletion``.\n\nSuspect words\n-------------\n\nThe suspect words are loaded from a `yaml file <osmcha/suspect_words.yaml>`_.\nYou can customize the words by setting another default file with a environment\nvariable:\n\n.. code-block:: console\n\n  export SUSPECT_WORDS=<path_to_the_file>\n\nor pass a list of words to the ``Analyse`` class, more information on the section\n``Customizing Detection Rules``. We use a list of illegal sources to analyse the\n``source`` and ``imagery_used`` fields and another more general list to examine\nthe comment field. We have also a list of excluded words to avoid false positives.\n\n\nNew mapper\n-----------\n\nVerify if the user has less than 5 edits or less than 5 mapping days.\n\n\nUser has multiple blocks\n------------------------\n\nChangesets created by users that has received more than one block will be\nflagged.\n\n\nUnknown iD instance\n-------------------\n\nVerify the changesets created with iD editor to check the host instance. The trusted\niD instances are: `OSM.org <http://osm.org/>`_, `Strava <https://strava.github.io/iD/>`_,\n`ImproveOSM <http://improveosm.org>`_, `iDeditor <http://preview.ideditor.com/master/>`_,\n`Hey <https://hey.mapbox.com/iD-internal/>`_, `Mapcat <maps.mapcat.com/edit>`_ and\n`iD indoor <http://projets.pavie.info/id-indoor/>`_, `Softek <id.softek.ir>`_ and `RapiD <mapwith.ai/rapid>`_.\n\nIf you deploy an iD instance for an organization, please let us know so we can whitelist it.\n\n\nTests\n======\n\nTo run the tests on `osmcha`:\n\n.. code-block:: console\n\n  git clone https://github.com/willemarcel/osmcha.git\n  cd osmcha\n  pip install -e .[test]\n  py.test -v\n\nChangelog\n=========\n\nCheck `CHANGELOG <CHANGELOG.rst>`_ for the version history.\n\nRelated projects\n================\n\n* `osmcha-django <https://github.com/willemarcel/osmcha-django>`_ - backend and API\n* `osmcha-frontend <https://github.com/mapbox/osmcha-frontend>`_ - frontend of the `OSMCha <https://osmcha.mapbox.com>`_ application\n* `osm-compare <https://github.com/mapbox/osm-compare>`_ - library that analyse OSM features to input it to OSMCha\n\nLicense\n=======\n\nGPLv3\n",
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