
.. 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_layer.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_layer.py>`
        to download the full example code.

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

.. _sphx_glr__auto_examples_creating_models_plot_create_from_layer.py:


.. _project_from_link_layer:

Create project from a link layer
================================

In this example, we show how to create an empty project and populate it with a
network coming from a link layer we load from a text file. It can easily be
replaced with a different form of loading the data (GeoPandas, for example).

We use Folium to visualize the resulting network.

.. GENERATED FROM PYTHON SOURCE LINES 15-18

.. admonition:: References

  * :ref:`accessing_project_data`

.. GENERATED FROM PYTHON SOURCE LINES 20-27

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

    * :func:`aequilibrae.project.network.Links`
    * :func:`aequilibrae.project.network.Nodes` 
    * :func:`aequilibrae.project.network.Modes`
    * :func:`aequilibrae.project.network.LinkTypes` 

.. GENERATED FROM PYTHON SOURCE LINES 29-42

.. code-block:: Python


    # Imports
    from uuid import uuid4
    import urllib.request
    from string import ascii_lowercase
    from tempfile import gettempdir
    from os.path import join
    from shapely.wkt import loads as load_wkt
    import pandas as pd
    import folium

    from aequilibrae import Project








.. GENERATED FROM PYTHON SOURCE LINES 44-51

.. 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 52-55

Now we obtain the link data for our example (in this case from a link layer
we will download from the AequilibraE website).
With data, we load it on Pandas

.. GENERATED FROM PYTHON SOURCE LINES 55-60

.. code-block:: Python

    dest_path = join(fldr, "queluz.csv")
    urllib.request.urlretrieve("https://aequilibrae.com/data/queluz.csv", dest_path)

    df = pd.read_csv(dest_path)








.. GENERATED FROM PYTHON SOURCE LINES 61-63

Let's see if we have to add new link_types to the model before we add links
The links we have in the data are:

.. GENERATED FROM PYTHON SOURCE LINES 63-65

.. code-block:: Python

    link_types = df.link_type.unique()








.. GENERATED FROM PYTHON SOURCE LINES 66-67

And the existing link types are

.. GENERATED FROM PYTHON SOURCE LINES 67-71

.. code-block:: Python

    lt = project.network.link_types
    lt_dict = lt.all_types()
    existing_types = [ltype.link_type for ltype in lt_dict.values()]








.. GENERATED FROM PYTHON SOURCE LINES 72-75

We could also get it directly from the project database

existing_types = [x[0] for x in project.conn.execute('Select link_type from link_types')]

.. GENERATED FROM PYTHON SOURCE LINES 77-81

We add the link types that do not exist yet.
The trickier part is to choose a unique link type ID for each link type.
You might want to tailor the link type for your use, but here we get letters
in alphabetical order.

.. GENERATED FROM PYTHON SOURCE LINES 83-90

.. code-block:: Python

    types_to_add = [ltype for ltype in link_types if ltype not in existing_types]
    for i, ltype in enumerate(types_to_add):
        new_type = lt.new(ascii_lowercase[i])
        new_type.link_type = ltype
        # new_type.description = 'Your custom description here if you have one'
        new_type.save()








.. GENERATED FROM PYTHON SOURCE LINES 91-92

We need to use a similar process for modes

.. GENERATED FROM PYTHON SOURCE LINES 92-96

.. code-block:: Python

    md = project.network.modes
    md_dict = md.all_modes()
    existing_modes = {k: v.mode_name for k, v in md_dict.items()}








.. GENERATED FROM PYTHON SOURCE LINES 97-99

Now let's see the modes we have in the network that we DON'T have already in
the model.

.. GENERATED FROM PYTHON SOURCE LINES 101-102

We get all the unique mode combinations and merge them into a single string

.. GENERATED FROM PYTHON SOURCE LINES 102-109

.. code-block:: Python

    all_variations_string = "".join(df.modes.unique())

    # We then get all the unique modes in that string above
    all_modes = set(all_variations_string)

    # This would all fit nicely in a single line of code, btw. Try it!








.. GENERATED FROM PYTHON SOURCE LINES 110-111

Now let's add any new mode to the project

.. GENERATED FROM PYTHON SOURCE LINES 111-122

.. code-block:: Python

    modes_to_add = [mode for mode in all_modes if mode not in existing_modes]
    for i, mode_id in enumerate(modes_to_add):
        new_mode = md.new(mode_id)
        # You would need to figure out the right name for each one, but this will do
        new_mode.mode_name = f"Mode_from_original_data_{mode_id}"
        # new_type.description = 'Your custom description here if you have one'

        # It is a little different because you need to add it to the project
        project.network.modes.add(new_mode)
        new_mode.save()








.. GENERATED FROM PYTHON SOURCE LINES 123-125

We cannot use the existing link_id, so we create a new field to not loose
this information

.. GENERATED FROM PYTHON SOURCE LINES 125-134

.. code-block:: Python

    links = project.network.links
    link_data = links.fields

    # Create the field and add a good description for it
    link_data.add("source_id", "link_id from the data source")

    # We need to refresh the fields so the adding method can see it
    links.refresh_fields()








.. GENERATED FROM PYTHON SOURCE LINES 135-136

We can now add all links to the project!

.. GENERATED FROM PYTHON SOURCE LINES 136-148

.. code-block:: Python

    for idx, record in df.iterrows():
        new_link = links.new()

        # Now let's add all the fields we had
        new_link.source_id = record.link_id
        new_link.direction = record.direction
        new_link.modes = record.modes
        new_link.link_type = record.link_type
        new_link.name = record.name
        new_link.geometry = load_wkt(record.WKT)
        new_link.save()








.. GENERATED FROM PYTHON SOURCE LINES 149-150

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

.. GENERATED FROM PYTHON SOURCE LINES 150-152

.. code-block:: Python

    links = project.network.links.data








.. GENERATED FROM PYTHON SOURCE LINES 153-154

Let's plot our network!

.. GENERATED FROM PYTHON SOURCE LINES 154-158

.. 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 159-160

.. code-block:: Python

    project.close()








.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 2.652 seconds)


.. _sphx_glr_download__auto_examples_creating_models_plot_create_from_layer.py:

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    .. container:: sphx-glr-download sphx-glr-download-python

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      :download:`Download zipped: plot_create_from_layer.zip <plot_create_from_layer.zip>`


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