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from green_magic.data.interfaces import TabularRetriever, TabularIterator, TabularReporter |
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class PDTabularRetriever(TabularRetriever): |
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"""The observation object is the same as the one your return from 'from_json_lines'""" |
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def column(self, identifier, data): |
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return data.observations[identifier] |
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def row(self, identifier, data): |
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return data.observations.loc(identifier) |
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def nb_columns(self, data): |
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return len(data.observations.columns) |
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def nb_rows(self, data): |
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return len(data.observations) |
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def get_numerical_attributes(self, data): |
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return data.observations._get_numeric_data().columns.values |
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class PDTabularIterator(TabularIterator): |
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"""The observation object is the same as the one your return from 'from_json_lines'""" |
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def columnnames(self, data): |
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return [_ for _ in data.observations.columns] |
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def iterrows(self, data): |
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return iter(data.observations.iterrows()) |
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def itercolumns(self, data): |
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return iter(data.observations[column] for column in data.observations.columns) |
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class PDTabularReporter(TabularReporter): |
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def column_names(self, data): |
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return data.observations.columns |
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boromir674 /
so-magic
