:orphan:

.. _gallery:

========
Examples
========

End-to-end 示例展示了如何使用 PyDPF-Post。如果您的计算机上安装了 PyDPF-Post，您可以将这些示例下载为 Python 文件或 Jupyter-lab，然后在本地运行。


.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. thumbnail-parent-div-close

.. raw:: html

    </div>


PyDPF-Post analysis types
~~~~~~~~~~~~~~~~~~~~~~~~~
这些示例展示了如何使用 PyDPF-Post 对不同类型的仿真进行后处理。



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="在该脚本中，将对静态模拟进行处理，以提取应力、位移等结果。此外，还可通过对特定节点或单元进行扫描来选择结果的子部分。">

.. only:: html

  .. image:: /examples/00-Different-analysis-types/images/thumb/sphx_glr_01-static-simulation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_00-Different-analysis-types_01-static-simulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Static Simulation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例中显示了查看不同振型等简单的后处理操作。">

.. only:: html

  .. image:: /examples/00-Different-analysis-types/images/thumb/sphx_glr_02-modal-simulation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_00-Different-analysis-types_02-modal-simulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Modal Simulation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="该脚本对瞬态模拟进行处理，以提取应力、应变和位移等结果。 此外，还可提取所选时间步长的数据并显示动画。">

.. only:: html

  .. image:: /examples/00-Different-analysis-types/images/thumb/sphx_glr_03-transient-simulation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_00-Different-analysis-types_03-transient-simulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Transient Simulation with Animation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本脚本对谐波模拟进行了处理，并使用了更复杂的结果。">

.. only:: html

  .. image:: /examples/00-Different-analysis-types/images/thumb/sphx_glr_04-harmonic-complex-results_thumb.png
    :alt:

  :ref:`sphx_glr_examples_00-Different-analysis-types_04-harmonic-complex-results.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Harmonic Simulation</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


PyDPF-Post feature examples
~~~~~~~~~~~~~~~~~~~~~~~~~~~
这些示例展示了如何使用 PyDPF-Post 的功能。



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="在此脚本中，通过从静态模拟中提取结果来生成 DataFrame。然后，它展示了不同的 Dataframe 查看和操作可能性。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_00-dataframe-manipulation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_00-dataframe-manipulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create and manipulate a DPF Dataframe</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="该脚本对静态模拟进行处理，以提取应力、位移等结果。此外，还可通过对特定节点、单元进行扫描来选择结果的子部分。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_01-named-selections-modal-simulation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_01-named-selections-modal-simulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Extract results on named selections - Modal Simulation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="在该脚本中，将对模态模拟进行处理，以提取弹性应变和位移等结果的子组件。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_02-modal-extract-sub-results_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_02-modal-extract-sub-results.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Extract components of results - Modal Simulation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本脚本以谐波模拟为例，说明如何与每个结果返回的 post DataFrame 对象交互。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_03-explore-result-data-harmonic_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_03-explore-result-data-harmonic.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Explore the data of a result with the DataFrame - Harmonic Simulation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本脚本以静态模拟为例，说明如何提取张量不变量。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_04-invariants_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_04-invariants.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Extract stress/strain invariants - Static Simulation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本脚本以静态模拟为例，说明如何将数据从 DataFrame 导出到另一种格式。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_05-export_data_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_05-export_data.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Export data contained in a DataFrame to a new format</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="在本示例中，瞬态分析位移数据用于演示如何计算给定 DataFrame 的最小值或最大值。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_06-compute-min-max_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_06-compute-min-max.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Compute minimum and maximum of a DataFrame</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例演示了如何探索和操作网格对象，以查询网格数据，如连接表、单元 ID、单元类型等。">

.. only:: html

  .. image:: /examples/01-Detailed-Examples/images/thumb/sphx_glr_07-mesh-exploration_thumb.png
    :alt:

  :ref:`sphx_glr_examples_01-Detailed-Examples_07-mesh-exploration.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Explore the mesh</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


Improve performance
~~~~~~~~~~~~~~~~~~~
这些示例展示了如何在必要时更有效地使用 PyDPF-Post 来提高计算性能。



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例显示了静态分析中网格外层的后处理。外层是实体单元，其中至少有一个面朝向几何体外部。">

.. only:: html

  .. image:: /examples/02-Performance-Improvements/images/thumb/sphx_glr_01-mesh-external-layer_thumb.png
    :alt:

  :ref:`sphx_glr_examples_02-Performance-Improvements_01-mesh-external-layer.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Reduce Model Size by using Mesh External Layer for Result and Mesh extraction</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="该示例显示了静态分析中对蒙皮网格的后处理。在重建蒙皮网格时，将使用新的 surface 单元连接 solid 网格外部蒙皮上的节点。这些 surface 单元的类型是根据所有节点都位于表皮上...">

.. only:: html

  .. image:: /examples/02-Performance-Improvements/images/thumb/sphx_glr_02-mesh-skin_thumb.png
    :alt:

  :ref:`sphx_glr_examples_02-Performance-Improvements_02-mesh-skin.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Reduce Model Size by using Mesh Skin for Result and Mesh extraction</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="此示例显示以下各项之间的后处理比较：  - 仅在外层提取结果和网格。  - 在整个网格上提取结果和网格。">

.. only:: html

  .. image:: /examples/02-Performance-Improvements/images/thumb/sphx_glr_03-mesh-external-layer-compare_thumb.png
    :alt:

  :ref:`sphx_glr_examples_02-Performance-Improvements_03-mesh-external-layer-compare.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Validate External Layer results with full Mesh</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


PyDPF-Post cyclic examples
~~~~~~~~~~~~~~~~~~~~~~~~~~~
这些示例展示了如何将 PyDPF-Post 功能用于循环对称模型。



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Extract cyclic results">

.. only:: html

  .. image:: /examples/03-Cyclic-Examples/images/thumb/sphx_glr_01-cyclic-results_thumb.png
    :alt:

  :ref:`sphx_glr_examples_03-Cyclic-Examples_01-cyclic-results.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Extract cyclic results</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Extract multi-stage cyclic results">

.. only:: html

  .. image:: /examples/03-Cyclic-Examples/images/thumb/sphx_glr_02-multi-stage-cyclic-results_thumb.png
    :alt:

  :ref:`sphx_glr_examples_03-Cyclic-Examples_02-multi-stage-cyclic-results.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Extract multi-stage cyclic results</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Reduce Cyclic Model Size by using Mesh External Layer for Result and Mesh extraction">

.. only:: html

  .. image:: /examples/03-Cyclic-Examples/images/thumb/sphx_glr_03-cyclic-mesh-external-layer_thumb.png
    :alt:

  :ref:`sphx_glr_examples_03-Cyclic-Examples_03-cyclic-mesh-external-layer.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Reduce Cyclic Model Size by using Mesh External Layer for Result and Mesh extraction</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Reduce Cyclic Model Size by using Mesh Skin for Result and Mesh extraction">

.. only:: html

  .. image:: /examples/03-Cyclic-Examples/images/thumb/sphx_glr_04-cyclic-mesh-skin_thumb.png
    :alt:

  :ref:`sphx_glr_examples_03-Cyclic-Examples_04-cyclic-mesh-skin.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Reduce Cyclic Model Size by using Mesh Skin for Result and Mesh extraction</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to extract results from a modal cyclic symmetry model.">

.. only:: html

  .. image:: /examples/03-Cyclic-Examples/images/thumb/sphx_glr_05-modal_cyclic_no_expansion_thumb.png
    :alt:

  :ref:`sphx_glr_examples_03-Cyclic-Examples_05-modal_cyclic_no_expansion.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Get base and duplicate sectors (real and imaginary) results for modal cyclic symmetry</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


PyDPF-Post fluid examples
~~~~~~~~~~~~~~~~~~~~~~~~~~~
这些示例展示了如何将 PyDPF-Post 功能用于流体模型。


.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. thumbnail-parent-div-close

.. raw:: html

    </div>


PyDPF-Post legacy examples
~~~~~~~~~~~~~~~~~~~~~~~~~~
这些示例展示了如何使用传统的 PyDPF-Post API。



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例概述了如何使用 PyDPF-Post。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_00-overview_example_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_00-overview_example.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">PyDPF-Post overview</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例演示了如何从先前存储的静态模拟中请求数据。可以列出可用结果，查看可以检索到哪些结果。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_01-get_data_from_static_simulation_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_01-get_data_from_static_simulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Get data from static simulation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Introduction">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_02-introduction_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_02-introduction.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Introduction</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例展示了如何使用 PyDPF-Post 对模态分析结果文件进行后处理。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_03-modal-analysis_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_03-modal-analysis.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Modal analysis</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例展示了如何使用 PyDPF-Post 对谐波分析结果文件进行后处理。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_04-harmonic-analysis_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_04-harmonic-analysis.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Harmonic analysis</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例展示了如何使用 PyDPF-Post 对静态分析的结果文件进行后处理。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_05-static-analysis_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_05-static-analysis.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Static analysis</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can access complex results from a modal or harmonic analysis.">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_06-complex_results_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_06-complex_results.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Complex results from a modal or harmonic analysis</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="此示例演示如何在从 Solution 对象调用 result 对象时使用关键字获得更精确的结果。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_07-result_keywords_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_07-result_keywords.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Result keywords</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例展示了如何请求特定坐标路径的结果。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_08-result_on_path_of_coordinates_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_08-result_on_path_of_coordinates.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Request result on a specific path</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例向您展示如何获取和使用 Result 对象。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_09-basics_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_09-basics.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Basic features</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="本例展示了如何使用 PyDPF-Post 对瞬态分析结果文件进行后处理。">

.. only:: html

  .. image:: /examples/05-Legacy/images/thumb/sphx_glr_10-transient-analysis_thumb.png
    :alt:

  :ref:`sphx_glr_examples_05-Legacy_10-transient-analysis.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Transient analysis</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:
   :includehidden:


   /examples/00-Different-analysis-types/index.rst
   /examples/01-Detailed-Examples/index.rst
   /examples/02-Performance-Improvements/index.rst
   /examples/03-Cyclic-Examples/index.rst
   /examples/04-Fluid-Examples/index.rst
   /examples/05-Legacy/index.rst



.. only:: html

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

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