semsimian 0.1.14

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semsimian

• Setup your virtual environment of choice.
• cd semsimian (home directory of this project)
• pip install maturin
• maturin develop
• python

Python 3.9.16 (main, Jan 11 2023, 10:02:19) 
[Clang 14.0.6 ] :: Anaconda, Inc. on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import semsimian
>>> semsimian.run("tests/data/test_set.tsv", "tests/data/closures.tsv")

should yield

TermSetPairwiseSimilarity {
    set_id: "set3",
    original_subject_termset: {
        "apple",
        "orange",
        "banana",
    },
    subject_termset: {
        "fruit",
        "orange",
        "apple",
        "tropical",
        "banana",
    },
    original_object_termset: {
        "mango",
        "banana",
        "cheese",
        "papaya",
        "beef",
    },
    object_termset: {
        "mango",
        "fruit",
        "papaya",
        "banana",
        "cheese",
        "beef",
        "meat",
        "dairy",
        "tropical",
    },
    jaccard_similarity: 0.2727272727272727,
}
TermSetPairwiseSimilarity {
    set_id: "set1",
    original_subject_termset: {
        "apple",
        "orange",
        "banana",
    },
    subject_termset: {
        "fruit",
        "orange",
        "apple",
        "tropical",
        "banana",
    },
    original_object_termset: {
        "apple",
        "orange",
        "banana",
    },
    object_termset: {
        "orange",
        "banana",
        "apple",
        "tropical",
        "fruit",
    },
    jaccard_similarity: 1.0,
}
TermSetPairwiseSimilarity {
    set_id: "set2",
    original_subject_termset: {
        "apple",
        "orange",
        "banana",
    },
    subject_termset: {
        "fruit",
        "orange",
        "apple",
        "tropical",
        "banana",
    },
    original_object_termset: {
        "mango",
        "apple",
        "papaya",
    },
    object_termset: {
        "apple",
        "fruit",
        "papaya",
        "mango",
        "tropical",
    },
    jaccard_similarity: 0.42857142857142855,
}

Troubleshooting

Building for Mac ARM M1 architectures

If a import semsimian results in a ImportError warning about incompatible architecture, try the following:

• Install conda. This guide may be helpful.
• Set up a virtual environment with conda so that your Python build is aligned with your processor architecture (in this case, ARM). Try something like:

$ conda create -n myenv python=3.9
...setup happens...
$ conda activate myenv

and then proceed as above.