.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "_auto_examples/traffic_assignment/plot_assignment_without_model.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_traffic_assignment_plot_assignment_without_model.py>`
        to download the full example code.

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

.. _sphx_glr__auto_examples_traffic_assignment_plot_assignment_without_model.py:


.. _plot_assignment_without_model:

Traffic Assignment without an AequilibraE Model
===============================================

In this example, we show how to perform Traffic Assignment in AequilibraE without a model.

We are using `Sioux Falls data <https://github.com/bstabler/TransportationNetworks/tree/master/SiouxFalls>`_, from TNTP.

.. GENERATED FROM PYTHON SOURCE LINES 12-15

.. admonition:: References

  * :doc:`../../static_traffic_assignment`

.. GENERATED FROM PYTHON SOURCE LINES 17-24

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

    * :func:`aequilibrae.paths.Graph`
    * :func:`aequilibrae.paths.TrafficClass`
    * :func:`aequilibrae.paths.TrafficAssignment` 
    * :func:`aequilibrae.matrix.AequilibraeMatrix`

.. GENERATED FROM PYTHON SOURCE LINES 26-39

.. code-block:: Python


    # Imports
    import os
    import pandas as pd
    import numpy as np
    from uuid import uuid4
    from tempfile import gettempdir

    from aequilibrae.matrix import AequilibraeMatrix
    from aequilibrae.paths import Graph
    from aequilibrae.paths import TrafficAssignment
    from aequilibrae.paths.traffic_class import TrafficClass








.. GENERATED FROM PYTHON SOURCE LINES 41-42

We load the example file from the GMNS GitHub repository

.. GENERATED FROM PYTHON SOURCE LINES 42-48

.. code-block:: Python

    net_file = "https://raw.githubusercontent.com/bstabler/TransportationNetworks/master/SiouxFalls/SiouxFalls_net.tntp"

    demand_file = "https://raw.githubusercontent.com/bstabler/TransportationNetworks/master/SiouxFalls/CSV-data/SiouxFalls_od.csv"

    geometry_file = "https://raw.githubusercontent.com/bstabler/TransportationNetworks/master/SiouxFalls/SiouxFalls_node.tntp"








.. GENERATED FROM PYTHON SOURCE LINES 49-50

Let's use a temporary folder to store our data

.. GENERATED FROM PYTHON SOURCE LINES 50-52

.. code-block:: Python

    folder = os.path.join(gettempdir(), uuid4().hex)








.. GENERATED FROM PYTHON SOURCE LINES 53-56

First we load our demand file. This file has three columns: O, D, and Ton. 
O and D stand for origin and destination, respectively, and Ton is the demand of each
OD pair.

.. GENERATED FROM PYTHON SOURCE LINES 56-60

.. code-block:: Python

    dem = pd.read_csv(demand_file)
    zones = int(max(dem.O.max(), dem.D.max()))
    index = np.arange(zones) + 1








.. GENERATED FROM PYTHON SOURCE LINES 61-63

Since our OD-matrix is in a different shape than we expect (for Sioux Falls, that
would be a 24x24 matrix), we must create our matrix.

.. GENERATED FROM PYTHON SOURCE LINES 63-67

.. code-block:: Python

    mtx = np.zeros(shape=(zones, zones))
    for element in dem.to_records(index=False):
        mtx[element[0]-1][element[1]-1] = element[2]








.. GENERATED FROM PYTHON SOURCE LINES 68-69

Now let's create an AequilibraE Matrix with out data

.. GENERATED FROM PYTHON SOURCE LINES 69-79

.. code-block:: Python

    aemfile = os.path.join(folder, "demand.aem")
    aem = AequilibraeMatrix()
    kwargs = {'file_name': aemfile,
              'zones': zones,
              'matrix_names': ['matrix']}

    aem.create_empty(**kwargs)
    aem.matrix['matrix'][:,:] = mtx[:,:]
    aem.index[:] = index[:]








.. GENERATED FROM PYTHON SOURCE LINES 80-82

Let's import information about our network. As we're loading data in TNTP format,
we should do these manipulations.

.. GENERATED FROM PYTHON SOURCE LINES 82-88

.. code-block:: Python

    net = pd.read_csv(net_file, skiprows=2, sep="\t", lineterminator=";", header=None)

    net.columns = ["newline", "a_node", "b_node", "capacity", "length", "free_flow_time", "b", "power", "speed", "toll", "link_type", "terminator"]

    net.drop(columns=["newline", "terminator"], index=[76], inplace=True)








.. GENERATED FROM PYTHON SOURCE LINES 89-94

.. code-block:: Python

    network = net[['a_node', 'b_node', "capacity", 'free_flow_time', "b", "power"]]
    network = network.assign(direction=1)
    network["link_id"] = network.index + 1
    network = network.astype({"a_node":"int64", "b_node": "int64"})








.. GENERATED FROM PYTHON SOURCE LINES 95-97

Now we'll import the geometry (as lon/lat) for our network, this is required if you plan to 
use the `A*` path finding, otherwise it can safely be skipped.

.. GENERATED FROM PYTHON SOURCE LINES 97-103

.. code-block:: Python

    geom = pd.read_csv(geometry_file, skiprows=1, sep="\t", lineterminator=";", header=None)
    geom.columns = ["newline", "lon", "lat", "terminator"]
    geom.drop(columns=["newline", "terminator"], index=[24], inplace=True)
    geom["node_id"] = geom.index + 1
    geom = geom.astype({"node_id": "int64", "lon": "float64", "lat": "float64"}).set_index("node_id")








.. GENERATED FROM PYTHON SOURCE LINES 104-106

Let's build our Graph! In case you're in doubt about AequilibraE Graph, 
:ref:`click here <aequilibrae-graphs>` to read more about it.

.. GENERATED FROM PYTHON SOURCE LINES 108-122

.. code-block:: Python

    g = Graph()
    g.cost = network['free_flow_time'].values
    g.capacity = network['capacity'].values
    g.free_flow_time = network['free_flow_time'].values

    g.network = network
    g.prepare_graph(index)
    g.set_graph("free_flow_time")
    g.cost = np.array(g.cost, copy=True)
    g.set_skimming(["free_flow_time"])
    g.set_blocked_centroid_flows(False)
    g.network["id"] = g.network.link_id
    g.lonlat_index = geom.loc[g.all_nodes]








.. GENERATED FROM PYTHON SOURCE LINES 123-124

Let's prepare our matrix for computation

.. GENERATED FROM PYTHON SOURCE LINES 124-126

.. code-block:: Python

    aem.computational_view(["matrix"])








.. GENERATED FROM PYTHON SOURCE LINES 127-129

Let's perform our assignment. Feel free to try different algorithms,
as well as change the maximum number of iterations and the gap

.. GENERATED FROM PYTHON SOURCE LINES 129-143

.. code-block:: Python

    assigclass = TrafficClass("car", g, aem)

    assig = TrafficAssignment()

    assig.set_classes([assigclass])
    assig.set_vdf("BPR")
    assig.set_vdf_parameters({"alpha": "b", "beta": "power"})
    assig.set_capacity_field("capacity")
    assig.set_time_field("free_flow_time")
    assig.set_algorithm("fw")
    assig.max_iter = 100
    assig.rgap_target = 1e-6
    assig.execute()





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

 .. code-block:: none


    car                                               :   0%|          | 0/24 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 1/100 [00:00<00:00, 40329.85it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 1/100 [00:00<00:00, 7182.03it/s] 
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 1/100 - RGap: inf:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 2/100 [00:00<00:00, 401.79it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 2/100 [00:00<00:00, 391.06it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 2/100 [00:00<00:00, 381.49it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 2/100 - RGap: 0.855075:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 3/100 [00:00<00:00, 663.59it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 3/100 [00:00<00:00, 644.98it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 3/100 [00:00<00:00, 628.02it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 3/100 - RGap: 0.476346:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   4%|▍         | 4/100 [00:00<00:00, 767.03it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 4/100 [00:00<00:00, 747.71it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 4/100 [00:00<00:00, 730.43it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 4/100 - RGap: 0.235513:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   5%|▌         | 5/100 [00:00<00:00, 1132.68it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 5/100 [00:00<00:00, 1095.92it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 5/100 [00:00<00:00, 1065.68it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 5/100 - RGap: 0.152364:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   6%|▌         | 6/100 [00:00<00:00, 1298.68it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 6/100 [00:00<00:00, 1248.74it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 6/100 [00:00<00:00, 1212.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 6/100 - RGap: 0.13896:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   7%|▋         | 7/100 [00:00<00:00, 1561.46it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 7/100 [00:00<00:00, 1517.08it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 7/100 [00:00<00:00, 1465.59it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 7/100 - RGap: 0.0934651:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   8%|▊         | 8/100 [00:00<00:00, 1720.56it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 8/100 [00:00<00:00, 1666.89it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 8/100 [00:00<00:00, 1622.79it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 8/100 - RGap: 0.116021:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   9%|▉         | 9/100 [00:00<00:00, 1981.25it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 9/100 [00:00<00:00, 1926.25it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 9/100 [00:00<00:00, 1830.69it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 9/100 - RGap: 0.0428978:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  10%|█         | 10/100 [00:00<00:00, 2200.12it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 10/100 [00:00<00:00, 2127.14it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 10/100 [00:00<00:00, 2067.18it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 10/100 - RGap: 0.120754:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  11%|█         | 11/100 [00:00<00:00, 2428.79it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 11/100 [00:00<00:00, 2360.09it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 11/100 [00:00<00:00, 2283.35it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 11/100 - RGap: 0.0441712:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  12%|█▏        | 12/100 [00:00<00:00, 2722.54it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 12/100 [00:00<00:00, 2644.16it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 12/100 [00:00<00:00, 2573.46it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 12/100 - RGap: 0.0475915:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  13%|█▎        | 13/100 [00:00<00:00, 2880.86it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 13/100 [00:00<00:00, 2798.50it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 13/100 [00:00<00:00, 2721.67it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 13/100 - RGap: 0.0368146:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  14%|█▍        | 14/100 [00:00<00:00, 3133.59it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 14/100 [00:00<00:00, 3044.71it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 14/100 [00:00<00:00, 2965.07it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 14/100 - RGap: 0.0312009:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  15%|█▌        | 15/100 [00:00<00:00, 3339.24it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 15/100 [00:00<00:00, 3244.02it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 15/100 [00:00<00:00, 3157.09it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 15/100 - RGap: 0.0324392:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  16%|█▌        | 16/100 [00:00<00:00, 3654.77it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 16/100 [00:00<00:00, 3447.49it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 16/100 [00:00<00:00, 3346.07it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
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    Equilibrium Assignment - Iteration: 16/100 - RGap: 0.0247185:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  17%|█▋        | 17/100 [00:00<00:00, 3519.58it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 17/100 [00:00<00:00, 3424.58it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 17/100 [00:00<00:00, 3338.01it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 17/100 - RGap: 0.0267165:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  18%|█▊        | 18/100 [00:00<00:00, 3928.27it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 18/100 [00:00<00:00, 3817.05it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 18/100 [00:00<00:00, 3716.71it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 18/100 - RGap: 0.0201314:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  19%|█▉        | 19/100 [00:00<00:00, 4264.56it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 19/100 [00:00<00:00, 4140.05it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 19/100 [00:00<00:00, 4027.28it/s]
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    Equilibrium Assignment - Iteration: 19/100 - RGap: 0.0237347:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  20%|██        | 20/100 [00:00<00:00, 4527.29it/s]
    All-or-Nothing - Traffic Class: car               :  20%|██        | 20/100 [00:00<00:00, 4372.94it/s]
    All-or-Nothing - Traffic Class: car               :  20%|██        | 20/100 [00:00<00:00, 4248.26it/s]
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    Equilibrium Assignment - Iteration: 20/100 - RGap: 0.0144426:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  21%|██        | 21/100 [00:00<00:00, 4662.06it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 21/100 [00:00<00:00, 4529.49it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 21/100 [00:00<00:00, 4387.13it/s]
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    Equilibrium Assignment - Iteration: 21/100 - RGap: 0.0201113:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  22%|██▏       | 22/100 [00:00<00:00, 4966.34it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 22/100 [00:00<00:00, 4820.03it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 22/100 [00:00<00:00, 4686.61it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 22/100 - RGap: 0.0149319:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  23%|██▎       | 23/100 [00:00<00:00, 5242.03it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 23/100 [00:00<00:00, 5089.91it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 23/100 [00:00<00:00, 4950.68it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 23/100 - RGap: 0.0166244:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  24%|██▍       | 24/100 [00:00<00:00, 5390.56it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 24/100 [00:00<00:00, 5234.70it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 24/100 [00:00<00:00, 5094.55it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 24/100 - RGap: 0.0125458:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  25%|██▌       | 25/100 [00:00<00:00, 4383.31it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 25/100 [00:00<00:00, 4281.82it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 25/100 [00:00<00:00, 4190.28it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 25/100 - RGap: 0.0130333:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  26%|██▌       | 26/100 [00:00<00:00, 5822.31it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 26/100 [00:00<00:00, 5652.70it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 26/100 [00:00<00:00, 5498.78it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 26/100 - RGap: 0.0109452:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  27%|██▋       | 27/100 [00:00<00:00, 5934.09it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 27/100 [00:00<00:00, 5758.18it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 27/100 [00:00<00:00, 5600.98it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 27/100 - RGap: 0.01079:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  28%|██▊       | 28/100 [00:00<00:00, 6328.64it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 28/100 [00:00<00:00, 6103.66it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 28/100 [00:00<00:00, 5931.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 28/100 - RGap: 0.0101981:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  29%|██▉       | 29/100 [00:00<00:00, 6529.33it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 29/100 [00:00<00:00, 6339.44it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 29/100 [00:00<00:00, 6141.00it/s]
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    Equilibrium Assignment - Iteration: 29/100 - RGap: 0.00876496:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  30%|███       | 30/100 [00:00<00:00, 6763.55it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 30/100 [00:00<00:00, 6567.62it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 30/100 [00:00<00:00, 6391.48it/s]
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    Equilibrium Assignment - Iteration: 30/100 - RGap: 0.00950413:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  31%|███       | 31/100 [00:00<00:00, 6857.78it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 31/100 [00:00<00:00, 6662.40it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 31/100 [00:00<00:00, 6486.90it/s]
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    Equilibrium Assignment - Iteration: 31/100 - RGap: 0.0079904:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  32%|███▏      | 32/100 [00:00<00:00, 7167.84it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 32/100 [00:00<00:00, 6959.70it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 32/100 [00:00<00:00, 6771.15it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 32/100 - RGap: 0.00824732:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  33%|███▎      | 33/100 [00:00<00:00, 7319.52it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 33/100 [00:00<00:00, 7107.16it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 33/100 [00:00<00:00, 6917.49it/s]
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    Equilibrium Assignment - Iteration: 33/100 - RGap: 0.00691176:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  34%|███▍      | 34/100 [00:00<00:00, 7299.67it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 34/100 [00:00<00:00, 7097.31it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 34/100 [00:00<00:00, 6916.59it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 34/100 - RGap: 0.00814362:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  35%|███▌      | 35/100 [00:00<00:00, 7831.46it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 35/100 [00:00<00:00, 7600.74it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 35/100 [00:00<00:00, 7395.13it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 35/100 - RGap: 0.00647616:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  36%|███▌      | 36/100 [00:00<00:00, 6645.61it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 36/100 [00:00<00:00, 6440.39it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 36/100 [00:00<00:00, 6278.38it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 36/100 - RGap: 0.00681199:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  37%|███▋      | 37/100 [00:00<00:00, 8256.94it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 37/100 [00:00<00:00, 8016.80it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 37/100 [00:00<00:00, 7757.52it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 37/100 - RGap: 0.00478211:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  38%|███▊      | 38/100 [00:00<00:00, 7729.19it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 38/100 [00:00<00:00, 7529.10it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 38/100 [00:00<00:00, 7346.90it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 38/100 - RGap: 0.0079412:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  39%|███▉      | 39/100 [00:00<00:00, 8274.46it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 39/100 [00:00<00:00, 8052.47it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 39/100 [00:00<00:00, 7849.60it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 39/100 - RGap: 0.00465593:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  40%|████      | 40/100 [00:00<00:00, 7451.90it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 40/100 [00:00<00:00, 7242.48it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 40/100 [00:00<00:00, 7077.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 40/100 - RGap: 0.00564448:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  41%|████      | 41/100 [00:00<00:00, 9205.42it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 41/100 [00:00<00:00, 8942.15it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 41/100 [00:00<00:00, 8658.06it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 41/100 - RGap: 0.00486735:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  42%|████▏     | 42/100 [00:00<00:00, 9323.14it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 42/100 [00:00<00:00, 9058.51it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 42/100 [00:00<00:00, 8820.39it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 42/100 - RGap: 0.00467341:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  43%|████▎     | 43/100 [00:00<00:00, 9888.97it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 43/100 [00:00<00:00, 9600.50it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 43/100 [00:00<00:00, 9339.98it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 43/100 - RGap: 0.00501259:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  44%|████▍     | 44/100 [00:00<00:00, 9842.11it/s]
    All-or-Nothing - Traffic Class: car               :  44%|████▍     | 44/100 [00:00<00:00, 9566.11it/s]
    All-or-Nothing - Traffic Class: car               :  44%|████▍     | 44/100 [00:00<00:00, 9316.91it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 44/100 - RGap: 0.00423803:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  45%|████▌     | 45/100 [00:00<00:00, 10124.10it/s]
    All-or-Nothing - Traffic Class: car               :  45%|████▌     | 45/100 [00:00<00:00, 9830.91it/s] 
    All-or-Nothing - Traffic Class: car               :  45%|████▌     | 45/100 [00:00<00:00, 9571.18it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 45/100 - RGap: 0.00492195:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  46%|████▌     | 46/100 [00:00<00:00, 8926.53it/s]
    All-or-Nothing - Traffic Class: car               :  46%|████▌     | 46/100 [00:00<00:00, 8704.23it/s]
    All-or-Nothing - Traffic Class: car               :  46%|████▌     | 46/100 [00:00<00:00, 8504.72it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 46/100 - RGap: 0.00373442:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  47%|████▋     | 47/100 [00:00<00:00, 10608.78it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 47/100 [00:00<00:00, 10307.03it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 47/100 [00:00<00:00, 10034.73it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 47/100 - RGap: 0.00488519:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  48%|████▊     | 48/100 [00:00<00:00, 10908.46it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 48/100 [00:00<00:00, 10593.91it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 48/100 [00:00<00:00, 10307.53it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 48/100 - RGap: 0.00370074:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  49%|████▉     | 49/100 [00:00<00:00, 11175.69it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 49/100 [00:00<00:00, 10773.23it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 49/100 [00:00<00:00, 10477.74it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 49/100 - RGap: 0.00363965:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  50%|█████     | 50/100 [00:00<00:00, 11258.67it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 50/100 [00:00<00:00, 10940.33it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 50/100 [00:00<00:00, 10601.85it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 50/100 - RGap: 0.00416798:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  51%|█████     | 51/100 [00:00<00:00, 11263.73it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 51/100 [00:00<00:00, 10950.62it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 51/100 [00:00<00:00, 10667.74it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 51/100 - RGap: 0.00354161:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  52%|█████▏    | 52/100 [00:00<00:00, 12010.78it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 52/100 [00:00<00:00, 11658.32it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 52/100 [00:00<00:00, 11340.67it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 52/100 - RGap: 0.00391152:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  53%|█████▎    | 53/100 [00:00<00:00, 11976.62it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 53/100 [00:00<00:00, 11625.86it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 53/100 [00:00<00:00, 11310.58it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 53/100 - RGap: 0.00310793:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  54%|█████▍    | 54/100 [00:00<00:00, 12334.17it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 54/100 [00:00<00:00, 11764.62it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 54/100 [00:00<00:00, 11430.35it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 54/100 - RGap: 0.00341958:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  55%|█████▌    | 55/100 [00:00<00:00, 12513.52it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 55/100 [00:00<00:00, 12153.56it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 55/100 [00:00<00:00, 11757.73it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 55/100 - RGap: 0.0034746:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  56%|█████▌    | 56/100 [00:00<00:00, 12329.71it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 56/100 [00:00<00:00, 11983.11it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 56/100 [00:00<00:00, 11597.92it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 56/100 - RGap: 0.00308975:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  57%|█████▋    | 57/100 [00:00<00:00, 10037.17it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 57/100 [00:00<00:00, 9811.44it/s] 
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 57/100 [00:00<00:00, 9550.79it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]           
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 57/100 - RGap: 0.00306781:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  58%|█████▊    | 58/100 [00:00<00:00, 13576.07it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 58/100 [00:00<00:00, 13173.21it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 58/100 [00:00<00:00, 12817.83it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 58/100 - RGap: 0.00331244:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  59%|█████▉    | 59/100 [00:00<00:00, 13041.58it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 59/100 [00:00<00:00, 12675.51it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 59/100 [00:00<00:00, 12343.57it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/100 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/100 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 59/100 - RGap: 0.00288524:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  60%|██████    | 60/100 [00:00<00:00, 13686.75it/s]
    All-or-Nothing - Traffic Class: car               :  60%|██████    | 60/100 [00:00<00:00, 13287.83it/s]
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    All-or-Nothing - Traffic Class: car               :  61%|██████    | 61/100 [00:00<00:00, 8563.82it/s]
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    All-or-Nothing - Traffic Class: car               :  62%|██████▏   | 62/100 [00:00<00:00, 13747.45it/s]
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    Equilibrium Assignment                            :  64%|██████▍   | 64/100 [00:00<00:00, 14015.32it/s]
    All-or-Nothing - Traffic Class: car               :  64%|██████▍   | 64/100 [00:00<00:00, 13619.25it/s]
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    Equilibrium Assignment                            :  65%|██████▌   | 65/100 [00:00<00:00, 14686.73it/s]
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    Equilibrium Assignment                            :  66%|██████▌   | 66/100 [00:00<00:00, 15376.55it/s]
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    Equilibrium Assignment                            :  67%|██████▋   | 67/100 [00:00<00:00, 15172.14it/s]
    All-or-Nothing - Traffic Class: car               :  67%|██████▋   | 67/100 [00:00<00:00, 14732.29it/s]
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    Equilibrium Assignment - Iteration: 67/100 - RGap: 0.00223293:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  68%|██████▊   | 68/100 [00:00<00:00, 14796.26it/s]
    All-or-Nothing - Traffic Class: car               :  68%|██████▊   | 68/100 [00:00<00:00, 14380.71it/s]
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    Equilibrium Assignment - Iteration: 68/100 - RGap: 0.00298669:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  69%|██████▉   | 69/100 [00:00<00:00, 15780.96it/s]
    All-or-Nothing - Traffic Class: car               :  69%|██████▉   | 69/100 [00:00<00:00, 15323.89it/s]
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    Equilibrium Assignment - Iteration: 69/100 - RGap: 0.00230853:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  70%|███████   | 70/100 [00:00<00:00, 15705.64it/s]
    All-or-Nothing - Traffic Class: car               :  70%|███████   | 70/100 [00:00<00:00, 15259.15it/s]
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    Equilibrium Assignment - Iteration: 70/100 - RGap: 0.00233614:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  71%|███████   | 71/100 [00:00<00:00, 14439.27it/s]
    All-or-Nothing - Traffic Class: car               :  71%|███████   | 71/100 [00:00<00:00, 14070.19it/s]
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    Equilibrium Assignment - Iteration: 71/100 - RGap: 0.00230548:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  72%|███████▏  | 72/100 [00:00<00:00, 16392.89it/s]
    All-or-Nothing - Traffic Class: car               :  72%|███████▏  | 72/100 [00:00<00:00, 15915.15it/s]
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    Equilibrium Assignment - Iteration: 72/100 - RGap: 0.00301383:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  73%|███████▎  | 73/100 [00:00<00:00, 16642.25it/s]
    All-or-Nothing - Traffic Class: car               :  73%|███████▎  | 73/100 [00:00<00:00, 16155.77it/s]
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    Equilibrium Assignment - Iteration: 73/100 - RGap: 0.00190227:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  74%|███████▍  | 74/100 [00:00<00:00, 14432.18it/s]
    All-or-Nothing - Traffic Class: car               :  74%|███████▍  | 74/100 [00:00<00:00, 14071.02it/s]
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    Equilibrium Assignment - Iteration: 74/100 - RGap: 0.00232574:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  75%|███████▌  | 75/100 [00:00<00:00, 16405.36it/s]
    All-or-Nothing - Traffic Class: car               :  75%|███████▌  | 75/100 [00:00<00:00, 15944.69it/s]
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    Equilibrium Assignment - Iteration: 75/100 - RGap: 0.00207552:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  76%|███████▌  | 76/100 [00:00<00:00, 17067.36it/s]
    All-or-Nothing - Traffic Class: car               :  76%|███████▌  | 76/100 [00:00<00:00, 16575.69it/s]
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    Equilibrium Assignment - Iteration: 76/100 - RGap: 0.00181077:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  77%|███████▋  | 77/100 [00:00<00:00, 17422.53it/s]
    All-or-Nothing - Traffic Class: car               :  77%|███████▋  | 77/100 [00:00<00:00, 16899.24it/s]
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    Equilibrium Assignment - Iteration: 77/100 - RGap: 0.0027303:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  78%|███████▊  | 78/100 [00:00<00:00, 17494.96it/s]
    All-or-Nothing - Traffic Class: car               :  78%|███████▊  | 78/100 [00:00<00:00, 16899.41it/s]
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    Equilibrium Assignment - Iteration: 78/100 - RGap: 0.00188979:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  79%|███████▉  | 79/100 [00:00<00:00, 17120.49it/s]
    All-or-Nothing - Traffic Class: car               :  79%|███████▉  | 79/100 [00:00<00:00, 16556.74it/s]
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    Equilibrium Assignment - Iteration: 79/100 - RGap: 0.0017885:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  80%|████████  | 80/100 [00:00<00:00, 18138.51it/s]
    All-or-Nothing - Traffic Class: car               :  80%|████████  | 80/100 [00:00<00:00, 17551.23it/s]
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    Equilibrium Assignment - Iteration: 80/100 - RGap: 0.00200355:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  81%|████████  | 81/100 [00:00<00:00, 15648.95it/s]
    All-or-Nothing - Traffic Class: car               :  81%|████████  | 81/100 [00:00<00:00, 15257.49it/s]
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    All-or-Nothing - Traffic Class: car               :  82%|████████▏ | 82/100 [00:00<00:00, 11796.30it/s]
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    Equilibrium Assignment                            :  90%|█████████ | 90/100 [00:00<00:00, 20316.87it/s]
    All-or-Nothing - Traffic Class: car               :  90%|█████████ | 90/100 [00:00<00:00, 19703.90it/s]
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    Equilibrium Assignment                            :  91%|█████████ | 91/100 [00:00<00:00, 21208.07it/s]
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    Equilibrium Assignment                            :  92%|█████████▏| 92/100 [00:00<00:00, 20117.61it/s]
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    Equilibrium Assignment - Iteration: 92/100 - RGap: 0.00168305:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  93%|█████████▎| 93/100 [00:00<00:00, 20752.83it/s]
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    Equilibrium Assignment                            :  94%|█████████▍| 94/100 [00:00<00:00, 20967.06it/s]
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    Equilibrium Assignment                            :  95%|█████████▌| 95/100 [00:00<00:00, 21342.20it/s]
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    Equilibrium Assignment                            :  96%|█████████▌| 96/100 [00:00<00:00, 21750.93it/s]
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    Equilibrium Assignment                            :  97%|█████████▋| 97/100 [00:00<00:00, 22571.29it/s]
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    Equilibrium Assignment                            :  98%|█████████▊| 98/100 [00:00<00:00, 14407.35it/s]
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    Equilibrium Assignment                            :  99%|█████████▉| 99/100 [00:00<00:00, 22890.63it/s]
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    Equilibrium Assignment - Iteration: 99/100 - RGap: 0.00188936:   0%|          | 0/100 [00:00<?, ?it/s]
    Equilibrium Assignment                            : 100%|██████████| 100/100 [00:00<00:00, 19860.33it/s]
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    Equilibrium Assignment - Iteration: 100/100 - RGap: 0.00139987:   0%|          | 0/100 [00:00<?, ?it/s]
                                                                                                       



.. GENERATED FROM PYTHON SOURCE LINES 144-145

Now let's take a look at the Assignment results

.. GENERATED FROM PYTHON SOURCE LINES 145-147

.. code-block:: Python

    assig.results()






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
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        .dataframe tbody tr th {
            vertical-align: top;
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        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>matrix_ab</th>
          <th>matrix_ba</th>
          <th>matrix_tot</th>
          <th>Preload_AB</th>
          <th>Preload_BA</th>
          <th>Preload_tot</th>
          <th>Congested_Time_AB</th>
          <th>Congested_Time_BA</th>
          <th>Congested_Time_Max</th>
          <th>Delay_factor_AB</th>
          <th>Delay_factor_BA</th>
          <th>Delay_factor_Max</th>
          <th>VOC_AB</th>
          <th>VOC_BA</th>
          <th>VOC_max</th>
          <th>PCE_AB</th>
          <th>PCE_BA</th>
          <th>PCE_tot</th>
        </tr>
        <tr>
          <th>link_id</th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>1</th>
          <td>4477.023480</td>
          <td>0.0</td>
          <td>4477.023480</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>6.000804</td>
          <td>0.0</td>
          <td>6.000804</td>
          <td>1.000134</td>
          <td>0.0</td>
          <td>1.000134</td>
          <td>0.172857</td>
          <td>0.0</td>
          <td>0.172857</td>
          <td>4477.023480</td>
          <td>0.0</td>
          <td>4477.023480</td>
        </tr>
        <tr>
          <th>2</th>
          <td>8113.018303</td>
          <td>0.0</td>
          <td>8113.018303</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>4.008665</td>
          <td>0.0</td>
          <td>4.008665</td>
          <td>1.002166</td>
          <td>0.0</td>
          <td>1.002166</td>
          <td>0.346659</td>
          <td>0.0</td>
          <td>0.346659</td>
          <td>8113.018303</td>
          <td>0.0</td>
          <td>8113.018303</td>
        </tr>
        <tr>
          <th>3</th>
          <td>4522.842064</td>
          <td>0.0</td>
          <td>4522.842064</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>6.000837</td>
          <td>0.0</td>
          <td>6.000837</td>
          <td>1.000139</td>
          <td>0.0</td>
          <td>1.000139</td>
          <td>0.174626</td>
          <td>0.0</td>
          <td>0.174626</td>
          <td>4522.842064</td>
          <td>0.0</td>
          <td>4522.842064</td>
        </tr>
        <tr>
          <th>4</th>
          <td>5949.982375</td>
          <td>0.0</td>
          <td>5949.982375</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>6.555373</td>
          <td>0.0</td>
          <td>6.555373</td>
          <td>1.311075</td>
          <td>0.0</td>
          <td>1.311075</td>
          <td>1.200033</td>
          <td>0.0</td>
          <td>1.200033</td>
          <td>5949.982375</td>
          <td>0.0</td>
          <td>5949.982375</td>
        </tr>
        <tr>
          <th>5</th>
          <td>8067.199720</td>
          <td>0.0</td>
          <td>8067.199720</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>4.008471</td>
          <td>0.0</td>
          <td>4.008471</td>
          <td>1.002118</td>
          <td>0.0</td>
          <td>1.002118</td>
          <td>0.344701</td>
          <td>0.0</td>
          <td>0.344701</td>
          <td>8067.199720</td>
          <td>0.0</td>
          <td>8067.199720</td>
        </tr>
        <tr>
          <th>...</th>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
        </tr>
        <tr>
          <th>72</th>
          <td>9602.723810</td>
          <td>0.0</td>
          <td>9602.723810</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>12.162985</td>
          <td>0.0</td>
          <td>12.162985</td>
          <td>3.040746</td>
          <td>0.0</td>
          <td>3.040746</td>
          <td>1.920545</td>
          <td>0.0</td>
          <td>1.920545</td>
          <td>9602.723810</td>
          <td>0.0</td>
          <td>9602.723810</td>
        </tr>
        <tr>
          <th>73</th>
          <td>7889.143252</td>
          <td>0.0</td>
          <td>7889.143252</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>3.747012</td>
          <td>0.0</td>
          <td>3.747012</td>
          <td>1.873506</td>
          <td>0.0</td>
          <td>1.873506</td>
          <td>1.553437</td>
          <td>0.0</td>
          <td>1.553437</td>
          <td>7889.143252</td>
          <td>0.0</td>
          <td>7889.143252</td>
        </tr>
        <tr>
          <th>74</th>
          <td>11104.868697</td>
          <td>0.0</td>
          <td>11104.868697</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>17.580169</td>
          <td>0.0</td>
          <td>17.580169</td>
          <td>4.395042</td>
          <td>0.0</td>
          <td>4.395042</td>
          <td>2.181165</td>
          <td>0.0</td>
          <td>2.181165</td>
          <td>11104.868697</td>
          <td>0.0</td>
          <td>11104.868697</td>
        </tr>
        <tr>
          <th>75</th>
          <td>10214.023750</td>
          <td>0.0</td>
          <td>10214.023750</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>11.598339</td>
          <td>0.0</td>
          <td>11.598339</td>
          <td>3.866113</td>
          <td>0.0</td>
          <td>3.866113</td>
          <td>2.090742</td>
          <td>0.0</td>
          <td>2.090742</td>
          <td>10214.023750</td>
          <td>0.0</td>
          <td>10214.023750</td>
        </tr>
        <tr>
          <th>76</th>
          <td>7857.484295</td>
          <td>0.0</td>
          <td>7857.484295</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>3.719138</td>
          <td>0.0</td>
          <td>3.719138</td>
          <td>1.859569</td>
          <td>0.0</td>
          <td>1.859569</td>
          <td>1.547203</td>
          <td>0.0</td>
          <td>1.547203</td>
          <td>7857.484295</td>
          <td>0.0</td>
          <td>7857.484295</td>
        </tr>
      </tbody>
    </table>
    <p>76 rows × 18 columns</p>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 148-149

And at the Assignment report

.. GENERATED FROM PYTHON SOURCE LINES 149-150

.. code-block:: Python

    assig.report()





.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>iteration</th>
          <th>rgap</th>
          <th>alpha</th>
          <th>warnings</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>0</th>
          <td>1</td>
          <td>inf</td>
          <td>1.000000</td>
          <td></td>
        </tr>
        <tr>
          <th>1</th>
          <td>2</td>
          <td>0.855075</td>
          <td>0.328400</td>
          <td></td>
        </tr>
        <tr>
          <th>2</th>
          <td>3</td>
          <td>0.476346</td>
          <td>0.186602</td>
          <td></td>
        </tr>
        <tr>
          <th>3</th>
          <td>4</td>
          <td>0.235513</td>
          <td>0.241148</td>
          <td></td>
        </tr>
        <tr>
          <th>4</th>
          <td>5</td>
          <td>0.152364</td>
          <td>0.262997</td>
          <td></td>
        </tr>
        <tr>
          <th>...</th>
          <td>...</td>
          <td>...</td>
          <td>...</td>
          <td>...</td>
        </tr>
        <tr>
          <th>95</th>
          <td>96</td>
          <td>0.001411</td>
          <td>0.007731</td>
          <td></td>
        </tr>
        <tr>
          <th>96</th>
          <td>97</td>
          <td>0.001614</td>
          <td>0.009985</td>
          <td></td>
        </tr>
        <tr>
          <th>97</th>
          <td>98</td>
          <td>0.001502</td>
          <td>0.018416</td>
          <td></td>
        </tr>
        <tr>
          <th>98</th>
          <td>99</td>
          <td>0.001889</td>
          <td>0.008428</td>
          <td></td>
        </tr>
        <tr>
          <th>99</th>
          <td>100</td>
          <td>0.001400</td>
          <td>0.012648</td>
          <td></td>
        </tr>
      </tbody>
    </table>
    <p>100 rows × 4 columns</p>
    </div>
    </div>
    <br />
    <br />


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

   **Total running time of the script:** (0 minutes 0.792 seconds)


.. _sphx_glr_download__auto_examples_traffic_assignment_plot_assignment_without_model.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_assignment_without_model.ipynb <plot_assignment_without_model.ipynb>`

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

      :download:`Download Python source code: plot_assignment_without_model.py <plot_assignment_without_model.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

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


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_