
.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "_auto_examples/creating_models/plot_create_from_osm.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download__auto_examples_creating_models_plot_create_from_osm.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr__auto_examples_creating_models_plot_create_from_osm.py:


.. _plot_from_osm:

Create project from OpenStreetMap
=================================

In this example, we show how to create an empty project and populate it with a network from OpenStreetMap.

This time we will use GeoPandas to visualize the network.

.. GENERATED FROM PYTHON SOURCE LINES 12-15

.. admonition:: References

  * :ref:`importing_from_osm` 

.. GENERATED FROM PYTHON SOURCE LINES 17-21

.. seealso::
    Several functions, methods, classes and modules are used in this example:

    * :func:`aequilibrae.project.Network.create_from_osm`

.. GENERATED FROM PYTHON SOURCE LINES 23-31

.. code-block:: Python


    # Imports
    from uuid import uuid4
    from tempfile import gettempdir
    from os.path import join
    from aequilibrae import Project
    import folium








.. GENERATED FROM PYTHON SOURCE LINES 33-40

.. code-block:: Python


    # We create an empty project on an arbitrary folder
    fldr = join(gettempdir(), uuid4().hex)

    project = Project()
    project.new(fldr)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    No pre-existing parameter file exists for this project. Will use default
    No pre-existing parameter file exists for this project. Will use default




.. GENERATED FROM PYTHON SOURCE LINES 41-43

Now we can download the network from any place in the world (as long as you have memory for all the download
and data wrangling that will be done).

.. GENERATED FROM PYTHON SOURCE LINES 45-47

We can create from a bounding box or a named place.
For the sake of this example, we will choose the small nation of Nauru.

.. GENERATED FROM PYTHON SOURCE LINES 47-49

.. code-block:: Python

    project.network.create_from_osm(place_name="Nauru")





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    Total polygons: 2                                 :   0%|          | 0/2 [00:00<?, ?it/s]
    Total polygons: 2                                 : 100%|██████████| 2/2 [00:05<00:00,  2.87s/it]
    Downloading finished. Processing data             : 100%|██████████| 2/2 [00:11<00:00,  2.87s/it]
                                                                                                 

    Processing chunks                                 :   0%|          | 0/1 [00:00<?, ?it/s]
                                                                                         

    Adding network links                              : 0it [00:00, ?it/s]
    Adding network links                              : 18it [00:00, 177.82it/s]
    Adding network links                              : 78it [00:00, 420.26it/s]
    Adding network links                              : 161it [00:00, 605.13it/s]
    Adding network links                              : 252it [00:00, 722.64it/s]
    Adding network links                              : 332it [00:00, 745.10it/s]
    Adding network links                              : 407it [00:00, 745.95it/s]
    Adding network links                              : 493it [00:00, 782.85it/s]
    Adding nodes to file                              : : 504it [00:00, 782.85it/s]
    Adding links to file                              : : 504it [00:01, 782.85it/s]
                                                                               



.. GENERATED FROM PYTHON SOURCE LINES 50-52

We can also choose to create a model from a polygon (which must be in ``EPSG:4326``)
or from a Polygon defined by a bounding box, for example.

.. GENERATED FROM PYTHON SOURCE LINES 52-55

.. code-block:: Python


    # project.network.create_from_osm(model_area=box(-112.185, 36.59, -112.179, 36.60))








.. GENERATED FROM PYTHON SOURCE LINES 56-57

We grab all the links data as a geopandas GeoDataFrame so we can process it easier

.. GENERATED FROM PYTHON SOURCE LINES 57-59

.. code-block:: Python

    links = project.network.links.data








.. GENERATED FROM PYTHON SOURCE LINES 60-61

Let's plot our network!

.. GENERATED FROM PYTHON SOURCE LINES 61-65

.. code-block:: Python

    map_osm = links.explore(color="blue", weight=10, tooltip="link_type", popup="link_id", name="links")
    folium.LayerControl().add_to(map_osm)
    map_osm






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.. GENERATED FROM PYTHON SOURCE LINES 66-67

.. code-block:: Python

    project.close()








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   **Total running time of the script:** (0 minutes 16.652 seconds)


.. _sphx_glr_download__auto_examples_creating_models_plot_create_from_osm.py:

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