59 lines
2.1 KiB
Python
59 lines
2.1 KiB
Python
from ..service import aliases
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from ... import errors
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from .datecolumn import NumpyDateColumn
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from .datetimecolumn import create_numpy_datetime_column
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from .floatcolumn import NumpyFloat32Column, NumpyFloat64Column
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from .intcolumn import (
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NumpyInt8Column, NumpyInt16Column, NumpyInt32Column, NumpyInt64Column,
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NumpyUInt8Column, NumpyUInt16Column, NumpyUInt32Column, NumpyUInt64Column
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)
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from .boolcolumn import NumpyBoolColumn
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from .lowcardinalitycolumn import create_numpy_low_cardinality_column
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from .stringcolumn import create_string_column
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from .tuplecolumn import create_tuple_column
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from ..nullablecolumn import create_nullable_column
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column_by_type = {c.ch_type: c for c in [
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NumpyDateColumn,
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NumpyFloat32Column, NumpyFloat64Column,
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NumpyInt8Column, NumpyInt16Column, NumpyInt32Column, NumpyInt64Column,
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NumpyUInt8Column, NumpyUInt16Column, NumpyUInt32Column, NumpyUInt64Column,
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NumpyBoolColumn
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]}
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def get_numpy_column_by_spec(spec, column_options):
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def create_column_with_options(x):
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return get_numpy_column_by_spec(x, column_options)
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if spec == 'String' or spec.startswith('FixedString'):
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return create_string_column(spec, column_options)
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elif spec.startswith('DateTime'):
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return create_numpy_datetime_column(spec, column_options)
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elif spec.startswith('Tuple'):
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return create_tuple_column(
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spec, create_column_with_options, column_options
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)
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elif spec.startswith('Nullable'):
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return create_nullable_column(spec, create_column_with_options)
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elif spec.startswith('LowCardinality'):
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return create_numpy_low_cardinality_column(
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spec, create_column_with_options, column_options
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)
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else:
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for alias, primitive in aliases:
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if spec.startswith(alias):
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return create_column_with_options(
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primitive + spec[len(alias):]
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)
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if spec in column_by_type:
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cls = column_by_type[spec]
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return cls(**column_options)
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raise errors.UnknownTypeError('Unknown type {}'.format(spec))
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