Tutorial ======== This tutorial can help you to verify that you have installed Otter correctly and introduce you to the general Otter workflow. Once you have :ref:`installed ` Otter, download `this zip file <_static/tutorial.zip>`_ and unzip it into some directory on your machine; you should have the following directory structure: .. code-block:: tutorial ├── demo.ipynb ├── requirements.txt └── submissions ├── ipynbs │   ├── demo-fails1.ipynb │   ├── demo-fails2.ipynb │   ├── demo-fails2Hidden.ipynb │   ├── demo-fails3.ipynb │   ├── demo-fails3Hidden.ipynb │   └── demo-passesAll.ipynb └── zips ├── demo-fails1.zip ├── demo-fails2.zip ├── demo-fails2Hidden.zip ├── demo-fails3.zip ├── demo-fails3Hidden.zip └── demo-passesAll.zip This section describes the basic execution of Otter's tools using the provided zip file. It is meant to verify your installation and to *loosely* describe how a few Otter tools are used. This tutorial covers Otter Assign, Otter Generate, and Otter Grade. Otter Assign ------------ Start by moving into the ``tutorial`` directrory. This directory includes the master notebook ``demo.ipynb``. Look over this notebook to get an idea of its structure. It contains five questions, four code and one Markdown (two of which are manually-graded). Also note that the assignment configuration in the first cell tells Otter Assign to generate a solutions PDF and an autograder zip file and to include special submission instructions before the export cell. To run Otter Assign on this notebook, run .. code-block:: console otter assign demo.ipynb dist .. important:: If you have viewed/edited the ``demo.ipynb`` notebook, make sure that you run all of the cells and save the notebook with the cell outputs included, otherwise Otter Assign will generate incorrect test cases. Otter Assign should create a ``dist`` directory which contains two further subdirectories: ``autograder`` and ``student``. The ``autograder`` directory contains the Gradescope autograder, solutions PDF, and the notebook with solutions. The ``student`` directory contains just the sanitized student notebook. .. code-block:: tutorial/dist ├── autograder │ ├── autograder.zip │ ├── demo-sol.pdf │ ├── demo.ipynb │ ├── otter_config.json │ └── requirements.txt └── student └── demo.ipynb For more information about the configurations for Otter Assign and its output format, see :reF:`otter_assign`. Otter Generate -------------- In the ``dist/autograder`` directory created by Otter Assign, there should be a file called ``autograder.zip``. This file is the result of using Otter Generate to generate a zip file with all of your tests and requirements, which is done invisibly by Otter Assign when it is used (which it is configured to do in the assignment metadata). Alternatively, you could generate this zip file yourself from the contents of ``dist/autograder`` by running .. code-block:: console otter generate in that directory (but this is not recommended). Otter Grade ----------- **Note:** You should complete the Otter Assign tutorial above before running this tutorial, as you will need some of its output files. At this step of grading, the instructor faces a choice: where to grade assignments. The rest of this tutorial details how to grade assignments locally using Docker containers on the instructor's machine. You can also grade on Gradescope or without containerization, as described in the :ref:`workflow_executing_submissions` section. Let's now construct a call to Otter that will grade these notebooks. We will use ``dist/autograder/autograder.zip`` from running Otter Assign to configure our grading image. Our notebooks are in the ``ipynbs`` subdirectory and contain a couple of written questions, so we'll specify the ``--pdfs`` flag to indicate that Otter should grab the PDFs out of the Docker containers. Lastly, we'll name the assignment ``demo`` with the ``-n`` flag. Let's run Otter on the notebooks: .. code-block:: console otter grade -n demo -a dist/autograder/demo-autograder_*.zip --pdfs -v submissions/ipynbs (The ``-v`` flag is so that we get verbose output.) After this finishes running, there should be a new file and a new folder in the working directory: ``final_grades.csv`` and ``submission_pdfs``. The former should contain the grades for each file, and should look something like this: .. code-block:: file,q1,q2,q3 fails3Hidden.ipynb,1.0,1.0,0.5 passesAll.ipynb,1.0,1.0,1.0 fails1.ipynb,0.6666666666666666,1.0,1.0 fails2Hidden.ipynb,1.0,0.5,1.0 fails3.ipynb,1.0,1.0,0.375 fails2.ipynb,1.0,0.0,1.0 Let's make that a bit prettier: .. list-table:: :header-rows: 1 * - file - q1 - q2 - q3 * - fails3Hidden.ipynb - 1.0 - 1.0 - 0.5 * - passesAll.ipynb - 1.0 - 1.0 - 1.0 * - fails1.ipynb - 0.6666666666666666 - 1.0 - 1.0 * - fails2Hidden.ipynb - 1.0 - 0.5 - 1.0 * - fails3.ipynb - 1.0 - 1.0 - 0.375 * - fails2.ipynb - 1.0 - 0.0 - 1.0 The latter, the ``submission_pdfs`` directory, should contain the filtered PDFs of each notebook (which should be relatively similar). Otter Grade can also grade the zip file exports provided by the ``Notebook.export`` method. All we need to do is add the ``--ext`` flag to indicate that the submissions are zip files. We have provided some example submissions, with the same notebooks as above, in the ``zips`` directory, so let's grade those: .. code-block:: console otter grade -n demo -a dist/autograder/demo-autograder_*.zip -v --ext zip submissions/zips This should have the same CSV output as above but no ``submission_pdfs`` directory since we didn't tell Otter to generate PDFs. You can learn more about the grading workflow for Otter in :ref:`this section `.