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

.. only:: html

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

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

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

.. _sphx_glr__gallery_line_collection_line_collection_slicing.py:


Line collection slicing
=======================

Example showing how to slice a line collection

.. GENERATED FROM PYTHON SOURCE LINES 7-78



.. image-sg:: /_gallery/line_collection/images/sphx_glr_line_collection_slicing_001.webp
   :alt: line collection slicing
   :srcset: /_gallery/line_collection/images/sphx_glr_line_collection_slicing_001.webp
   :class: sphx-glr-single-img


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

 .. code-block:: none

    /home/runner/work/fastplotlib/fastplotlib/fastplotlib/graphics/_features/_base.py:18: UserWarning: casting float64 array to float32
      warn(f"casting {array.dtype} array to float32")
    slice a collection to return a collection indexer
    LineCollectionIndexer @ 0x7ff543b12330
    Selection of <4> LineGraphic
    collections supports fancy indexing!
    LineCollectionIndexer @ 0x7ff543b2dee0
    Selection of <5> LineGraphic
    fancy index using properties of individual lines!
    LineCollectionIndexer @ 0x7ff543b2fd40
    Selection of <2> LineGraphic
    LineCollectionIndexer @ 0x7ff543b2fd40
    Selection of <4> LineGraphic







|

.. code-block:: Python


    # test_example = true

    import numpy as np
    import fastplotlib as fpl


    xs = np.linspace(0, np.pi * 10, 100)
    # sine wave
    ys = np.sin(xs)

    data = np.column_stack([xs, ys])
    multi_data = np.stack([data] * 15)


    figure = fpl.Figure(size=(700, 560))

    lines = figure[0, 0].add_line_stack(
        multi_data,
        thickness=[2, 10, 2, 5, 5, 5, 8, 8, 8, 9, 3, 3, 3, 4, 4],
        separation=4,
        metadatas=list(range(15)),  # some metadata
        names=list("abcdefghijklmno"),  # unique name for each line
    )

    print("slice a collection to return a collection indexer")
    print(lines[1:5])  # lines 1, 2, 3, 4

    print("collections supports fancy indexing!")
    print(lines[::3])

    print("fancy index using properties of individual lines!")
    print(lines[lines.thickness < 3])
    print(lines[lines.metadatas > 10])

    # set line properties, such as data
    # set y-values of lines 3, 4, 5
    lines[3:6].data[:, 1] = np.cos(xs)
    # set these same lines to a different color
    lines[3:6].colors = "cyan"

    # setting properties using fancy indexing
    # set cmap along the line collection
    lines[-3:].cmap = "plasma"

    # set cmap of along a single line
    lines[7].cmap = "jet"

    # fancy indexing using line properties!
    lines[lines.thickness > 8].colors = "r"
    lines[lines.names == "a"].colors = "b"

    # fancy index at the level of lines and individual line properties!
    lines[::2].colors[::5] = "magenta"  # set every 5th point of every other line to magenta
    lines[3:6].colors[50:, -1] = 0.6  # set half the points alpha to 0.6

    figure.show(maintain_aspect=False)

    # individual y axis for each line
    for line in lines:
        line.add_axes()
        line.axes.x.visible = False
        line.axes.update_using_bbox(line.world_object.get_world_bounding_box())

    # no y axis in subplot
    figure[0, 0].axes.y.visible = False


    if __name__ == "__main__":
        print(__doc__)
        fpl.run()


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

   **Total running time of the script:** (0 minutes 4.003 seconds)


.. _sphx_glr_download__gallery_line_collection_line_collection_slicing.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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