SciGlassPlus 1.0.0

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Welcome to SciGlassPlus

A python library for the access of SciGlassPlus database.

How to install

pip install SciGlassPlus

Examples

1. Access available elements, compounds, properties and metadata

from SciGlassPlus.load import SGP, available_columns

columnNames = available_columns()

The function available_columns() will return a python dictionary containing 4 keys: "Elements", "Compounds", "Properties", "Metadata". The value of each key form a list, which includes available items.

2. Access all data

df_all = SGP()

3. Access the specified data

This method can help you filter out items you do not pay attention to and filter out data you do care about.

elements_cfg = {
    "drop": ["Ca"],
    "keep": ["Si"]
}

compounds_cfg = {
    "drop": ["CaO", "TiO2"],
    "keep": ["SiO2", "Al2O3"]
}

properties_cfg = {
    "drop": ["T1", "T2"],
    "keep": ["Tg"]
}

metadata_cfg = {
    "drop": ["Institutions"],
    "keep": ["Doi"]
}

df_filtered = SGP(
    elements_cfg=elements_cfg,
    compounds_cfg=compounds_cfg,
    properties_cfg=properties_cfg,
    metadata_cfg=metadata_cfg
)

For all the 4 configurations, the items in the list after the key "drop" means that the columns of these items are deleted from the returned data. By the way, for elements and compounds, entries containing non-zero values in these items are filtered out.

For all the 4 configurations, the items in the list after the key "keep" means that only entries with defined values in these items are kept in the filtered data.