Hello, this might be in the hands of the CSV file, but it may also be a bug.

I looked in the CSV file and found San Ramon,California and San Francisco,California. I also have my coordinates that come up as San Ramon, even though they are in San Francisco.

37.78674,-122.39222,ME
37.77493,-122.41942,San Francisco,California,San Francisco County,US
37.77993,-121.97802,San Ramon,California,Contra Costa County,US

The "ME" point is closer to San Francisco, it shows up as San Ramon. See this image:

ME is blue. San Francisco is green. San Ramon is red.

I understand that coordinates are not in a 2d space, but is there something about the math that is making ME show up as San Ramon?

>>> reverse_geocoder.search([(37.78674,-122.39222)])
[{'name': 'San Ramon', 'cc': 'US', 'lon': '-121.97802', 'admin1': 'California', 'admin2': 'Contra Costa County', 'lat': '37.77993'}]

Thank you.

When I try to run the module in python 3.0 and up version, it will return an error:OverflowError: Python int too large to convert to C long. However, it should be fine when I run in python 2.0 and up 2.7 version.

Hi, thanks for this library. Is the script to create the data file from a GeoNames dump available? The one committed seems to be missing some United States cities e.g. this lookup for a point in NYC:

>>> reverse_geocoder.search([(40.729177554196376,-73.99343490600586)])
[{'name': 'Byram', 'cc': 'US', 'lon': '-73.65374', 'admin1': 'Connecticut', 'admin2': 'Fairfield County', 'lat': '41.00426'}]

Please add a requirements.txt file containing the depencies used otherwise we have to manually add them in our requirements file and it becomes tedious.

scipy==0.17.1
numpy==1.11.0

Now I haz go to wait for 30 minutes for docker-compose to build my images again :+1: Thanks for the lib anways its really great and better than most revese geocoders I've seen

   from scipy.spatial import cKDTree as KDTree
ImportError: No module named scipy.spatial

But even after installing scypi with pip, I still get the error.

pip install scipy

--Edit-- The pip install is failing on my vagrant. Investigating. numpy.distutils.system_info.NotFoundError: no lapack/blas resources found

In either case, it would be useful for the need for scipy to be documented in the README or included in the setup.py.

This fixes the parsing of the geonames CSV, you can reproduce the problem like this

import csv
import sys
csv.field_size_limit(sys.maxsize)
count1 = 0
count2 = 0
count3 = 0
for row in open('cities1000.txt','rb'):
  count1 = count1 + 1
for row in csv.reader(open('cities1000.txt','rb'),delimiter='\t'):
  count2 = count2 + 1
for row in csv.reader(open('cities1000.txt','rb'),delimiter='\t',quoting=csv.QUOTE_NONE):
  count3 = count3 + 1
print count1, count2, count3

outputs

144348 138630 144348

adding the quoting option corrects the 6000+ missing rows in the final csv.

Hi. I am using reverse_geocoder inside an Apache Spark job on a couple of million entries.

Due to the nature of map reduce jobs, it will be a lot easier to call rg.search() on a single coordinate a million times, rather than calling it once with a list of million coordinates.

However, due to the nature of how the Geocoder is initialised, the overhead from re-initialising makes it much slower (infeasibly so).

While there are tricks to get around that, it is creating a lot of headaches, so my question is, it it possible to initialise and instance of the geocoder once and have it run N times on one entry with roughly the same performance it would if ran one time on N entries.

If not, are there any plans for including that? Thanks!

mode=1 works ok.

mode=2 RuntimeError: An attempt has been made to start a new process before the current process has finished its bootstrapping phase.

    This probably means that you are not using fork to start your
    child processes and you have forgotten to use the proper idiom
    in the main module:

        if __name__ == '__main__':
            freeze_support()
            ...

ok this is really strange for me, this is my requirements.txt file

numpy
scipy
reverse_geocoder

pip install -r throws this error

Collecting numpy (from -r a.txt (line 1))
  Using cached numpy-1.11.1-cp27-cp27mu-manylinux1_x86_64.whl
Collecting scipy (from -r a.txt (line 2))
  Using cached scipy-0.17.1-cp27-cp27mu-manylinux1_x86_64.whl
Collecting reverse_geocoder (from -r a.txt (line 3))
  Using cached reverse_geocoder-1.4.tar.gz
    Complete output from command python setup.py egg_info:
    /tmp/easy_install-0Izs8j/scipy-0.18.0rc2/setup.py:322: UserWarning: Unrecognized setuptools command, proceeding with generating Cython sources and expanding templates
      warnings.warn("Unrecognized setuptools command, proceeding with "
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "/tmp/pip-build-CKf1DC/reverse-geocoder/setup.py", line 26, in <module>
        long_description=read('README.txt')
      File "/usr/lib/python2.7/distutils/core.py", line 111, in setup
        _setup_distribution = dist = klass(attrs)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/dist.py", line 348, in __init__
        self.fetch_build_eggs(attrs['setup_requires'])
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/dist.py", line 394, in fetch_build_eggs
        replace_conflicting=True,
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/pkg_resources/__init__.py", line 826, in resolve
        dist = best[req.key] = env.best_match(req, ws, installer)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/pkg_resources/__init__.py", line 1092, in best_match
        return self.obtain(req, installer)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/pkg_resources/__init__.py", line 1104, in obtain
        return installer(requirement)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/dist.py", line 461, in fetch_build_egg
        return cmd.easy_install(req)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/command/easy_install.py", line 664, in easy_install
        return self.install_item(spec, dist.location, tmpdir, deps)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/command/easy_install.py", line 694, in install_item
        dists = self.install_eggs(spec, download, tmpdir)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/command/easy_install.py", line 875, in install_eggs
        return self.build_and_install(setup_script, setup_base)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/command/easy_install.py", line 1114, in build_and_install
        self.run_setup(setup_script, setup_base, args)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/command/easy_install.py", line 1100, in run_setup
        run_setup(setup_script, args)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 249, in run_setup
        raise
      File "/usr/lib/python2.7/contextlib.py", line 35, in __exit__
        self.gen.throw(type, value, traceback)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 197, in setup_context
        yield
      File "/usr/lib/python2.7/contextlib.py", line 35, in __exit__
        self.gen.throw(type, value, traceback)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 168, in save_modules
        saved_exc.resume()
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 143, in resume
        six.reraise(type, exc, self._tb)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 156, in save_modules
        yield saved
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 197, in setup_context
        yield
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 246, in run_setup
        DirectorySandbox(setup_dir).run(runner)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 276, in run
        return func()
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 245, in runner
        _execfile(setup_script, ns)
      File "~/.virtualenvs/tmp-bc4c49e1bc2ee018/local/lib/python2.7/site-packages/setuptools/sandbox.py", line 47, in _execfile
        exec(code, globals, locals)
      File "/tmp/easy_install-0Izs8j/scipy-0.18.0rc2/setup.py", line 415, in <module>

      File "/tmp/easy_install-0Izs8j/scipy-0.18.0rc2/setup.py", line 395, in setup_package

    ImportError: No module named numpy.distutils.core

    ----------------------------------------
Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-CKf1DC/reverse-geocoder/

but when I install reverse-geocoder manually it works just fine :-|

$ pip install numpy
Collecting numpy
  Using cached numpy-1.11.1-cp27-cp27mu-manylinux1_x86_64.whl
Installing collected packages: numpy
Successfully installed numpy-1.11.1

$ pip install scipy
Collecting scipy
  Using cached scipy-0.17.1-cp27-cp27mu-manylinux1_x86_64.whl
Installing collected packages: scipy
Successfully installed scipy-0.17.1

$ pip install reverse_geocoder
Collecting reverse_geocoder
  Using cached reverse_geocoder-1.4.tar.gz
Requirement already satisfied (use --upgrade to upgrade): numpy in ./lib/python2.7/site-packages (from reverse_geocoder)
Requirement already satisfied (use --upgrade to upgrade): scipy in ./lib/python2.7/site-packages (from reverse_geocoder)
Building wheels for collected packages: reverse-geocoder
  Running setup.py bdist_wheel for reverse-geocoder ... done
  Stored in directory: ~/.cache/pip/wheels/c8/57/b0/2fdff550c3ffa9f023792bd891b206e47c6d3b094a7562a122
Successfully built reverse-geocoder
Installing collected packages: reverse-geocoder
Successfully installed reverse-geocoder-1.4

extra info:

Python 2.7.11+
pip 8.1.2
ubuntu 16.04

Python 2.7.6
pip 8.1.2
ubuntu 14.04

I'm developing a project that requires me to be able to reverse geocode on different granularities (using the cities1000 dataset, plus a smaller dataset just of capital cities).

For this, I've extended reverse_geocoder to allow me to specify a custom CSV datasource when instantiating the RGeocoder object.

This has also required an extended @singleton decorator, that instantiates a single object per unique argument set (in this case, one per CSV input).

It does not affect normal usage of the library.

After performing a "pip install"

Open the python REPL and copy paste in the example in the README.md

import reverse_geocoder as rg coords = (32.774185,-96.800618) results = rg.search(coords) Traceback (most recent call last): File "", line 1, in File "/Library/Python/2.7/site-packages/reverse_geocoder/init.py", line 194, in search return rg.query(geodetic_in_ecef(geo_coords)) File "/Library/Python/2.7/site-packages/reverse_geocoder/init.py", line 174, in geodetic_in_ecef lat = geo_coords[:,0] IndexError: too many indices

Hi,

In [1]: import numpy as np

In [2]: np.__version__
Out[2]: '1.24.0'

In [3]: np.float(3)
---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Cell In[3], line 1
----> 1 np.float(3)

File ~/.pyenv/versions/3.10.6/lib/python3.10/site-packages/numpy/__init__.py:284, in __getattr__(attr)
    281     from .testing import Tester
    282     return Tester
--> 284 raise AttributeError("module {!r} has no attribute "
    285                      "{!r}".format(__name__, attr))

AttributeError: module 'numpy' has no attribute 'float'

When we install the reverse-geocoder, we install the latest version of numpy. And unfortunately, we get an error. A simple solution to this is to change the requirements file pip install "numpy>=1.11.0, <1.24"

In [2]: import numpy as np

In [3]: np.__version__
Out[3]: '1.23.5'

In [4]: np.float(3)
<ipython-input-4-8262e04d58e1>:1: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
  np.float(3)
Out[4]: 3.0

I recently started working with a fresh install of reverse-geocoder, but every time I attempt to run a simple search of coordinates, it generates a massive traceback in console. It seems the error repeats several times before 'finishing' - by which I mean, the console spits out the location at the top of the location data file. I'm utilizing Python 3.10 in Spyder 5.2.2, all within Anaconda Navigator 2.2.0. My versions of scipy and numpy are 1.9.0 and 1.2.3.1, respectively.

I appreciate any and all help or advice. Thank you in advance!

[Loading formatted geocoded file...

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    _check_not_importing_main()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    _check_not_importing_main()
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    _check_not_importing_main()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    _check_not_importing_main()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    _check_not_importing_main()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 116, in spawn_main
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    exitcode = _main(fd, parent_sentinel)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 125, in _main
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    prepare(preparation_data)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 236, in prepare
    _check_not_importing_main()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    _fixup_main_from_path(data['init_main_from_path'])
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 287, in _fixup_main_from_path
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
    main_content = runpy.run_path(main_path,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 269, in run_path
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    return _run_module_code(code, init_globals, run_name,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 96, in _run_module_code
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    _run_code(code, mod_globals, init_globals,
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\runpy.py", line 86, in _run_code
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    exec(code, run_globals)
  File "C:\Users\USER1\Documents\Python Scripts\apis\tracker.py", line 102, in <module>
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
    x = rg.search((lon, lat))
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 293, in search
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    return _rg.query(geo_coords)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\__init__.py", line 127, in query
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    _, indices = self.tree.pquery(coordinates, k=1)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\site-packages\reverse_geocoder\cKDTree_MP.py", line 97, in pquery
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
    for p in pool: p.start()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\process.py", line 121, in start
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    self._popen = self._Popen(self)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 224, in _Popen
    _check_not_importing_main()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
    return _default_context.get_context().Process._Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\context.py", line 327, in _Popen
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
    return Popen(process_obj)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\popen_spawn_win32.py", line 45, in __init__
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 154, in get_preparation_data
    _check_not_importing_main()
  File "C:\Users\USER1\anaconda3\envs\bravo\lib\multiprocessing\spawn.py", line 134, in _check_not_importing_main
    raise RuntimeError('''
RuntimeError: 
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.

Figure(1520x820)
Loading formatted geocoded file...
Figure(1520x820)
Loading formatted geocoded file...
Figure(1520x820)
Loading formatted geocoded file...
Figure(1520x820)
Loading formatted geocoded file...
Figure(1520x820)
Loading formatted geocoded file...
Figure(1520x820)
Loading formatted geocoded file...
Figure(1520x820)
Loading formatted geocoded file...
Figure(1520x820)
Loading formatted geocoded file...
[{'lat': '42.57952', 'lon': '1.65362', 'name': 'El Tarter', 'admin1': 'Canillo', 'admin2': '', 'cc': 'AD'}]]

I sometimes get segfault using the included c++ lib:

0x0000fffff7b7fa08 in PyUnicode_AsUTF8AndSize () from /lib/aarch64-linux-gnu/libpython3.8.so.1.0 (gdb) bt #0 0x0000fffff7b7fa08 in PyUnicode_AsUTF8AndSize () from /lib/aarch64-linux-gnu/libpython3.8.so.1.0 #1 0x0000aaaaaab0ed8c in ReverseGeocode::search[abi:cxx11](double, double) (this=0xfffffffff1b8, _lat=55.715805000000003, _lon=12.436966) at ReverseGeocode.cpp:73 #2 0x0000aaaaaaaaf540 in main () at tesla_cron.cpp:605 (gdb)

(gdb) up #1 0x0000aaaaaab0ed8c in ReverseGeocode::search[abi:cxx11](double, double) (this=0xfffffffff1b8, _lat=55.715805000000003, _lon=12.436966) at ReverseGeocode.cpp:73 73 const char* s1 = PyUnicode_AsUTF8(value); (gdb) p value $1 = (PyObject *) 0xffffde03d600 (gdb) p *value $2 = {ob_refcnt = 281474406537808, ob_type = 0x0} (gdb)

Hi! This library is AWESOME thanks a lot!! I don't even need the precision of getting cities, I am already okay with getting countries! Does this library work with EVERY country?

thanks a lot!!! (because then I won't have to build stuff myself, thanks a lot!!!! https://www.reddit.com/r/webdev/comments/tlfq17/comment/i1vamqc/?utm_source=share&utm_medium=web2x&context=3 ) BTW: just out of interest: how good is the city coverage actually? Will cities in asia or africa with over 1000 population get shown too?