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Python: Add all Iceberg types (#3234)
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
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class Type(object): | ||
def __init__(self, type_string: str, repr_string: str, is_primitive=False): | ||
self._type_string = type_string | ||
self._repr_string = repr_string | ||
self._is_primitive = is_primitive | ||
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def __repr__(self): | ||
return self._repr_string | ||
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def __str__(self): | ||
return self._type_string | ||
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@property | ||
def is_primitive(self) -> bool: | ||
return self._is_primitive | ||
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class FixedType(Type): | ||
def __init__(self, length: int): | ||
super().__init__(f"fixed[{length}]", f"FixedType({length})", is_primitive=True) | ||
self._length = length | ||
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@property | ||
def length(self) -> int: | ||
return self._length | ||
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class DecimalType(Type): | ||
def __init__(self, precision: int, scale: int): | ||
super().__init__(f"decimal({precision}, {scale})", f"DecimalType({precision}, {scale})", is_primitive=True) | ||
self._precision = precision | ||
self._scale = scale | ||
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@property | ||
def precision(self) -> int: | ||
return self._precision | ||
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@property | ||
def scale(self) -> int: | ||
return self._scale | ||
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class NestedField(object): | ||
def __init__(self, is_optional: bool, field_id: int, name: str, field_type: Type, doc=None): | ||
self._is_optional = is_optional | ||
self._id = field_id | ||
self._name = name | ||
self._type = field_type | ||
self._doc = doc | ||
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@property | ||
def is_optional(self) -> bool: | ||
return self._is_optional | ||
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@property | ||
def is_required(self) -> bool: | ||
return not self._is_optional | ||
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@property | ||
def field_id(self) -> int: | ||
return self._id | ||
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@property | ||
def name(self) -> str: | ||
return self._name | ||
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@property | ||
def type(self) -> Type: | ||
return self._type | ||
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def __repr__(self): | ||
return (f"NestedField({self._is_optional}, {self._id}, " | ||
f"{repr(self._name)}, {repr(self._type)}, {repr(self._doc)})") | ||
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def __str__(self): | ||
return (f"{self._id}: {self._name}: {'optional' if self._is_optional else 'required'} {self._type}" | ||
"" if self._doc is None else f" ({self._doc})") | ||
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class StructType(Type): | ||
def __init__(self, fields: list): | ||
super().__init__(f"struct<{', '.join(map(str, fields))}>", f"StructType({repr(fields)})") | ||
self._fields = fields | ||
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@property | ||
def fields(self) -> list: | ||
return self._fields | ||
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class ListType(Type): | ||
def __init__(self, element_field: NestedField): | ||
super().__init__(f"list<{element_field.type}>", f"ListType({repr(element_field)})") | ||
self._element_field = element_field | ||
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@property | ||
def element(self) -> NestedField: | ||
return self._element_field | ||
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class MapType(Type): | ||
def __init__(self, key_field: NestedField, value_field: NestedField): | ||
super().__init__(f"map<{key_field.type}, {value_field.type}>", | ||
f"MapType({repr(key_field)}, {repr(value_field)})") | ||
self._key_field = key_field | ||
self._value_field = value_field | ||
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@property | ||
def key(self) -> NestedField: | ||
return self._key_field | ||
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@property | ||
def value(self) -> NestedField: | ||
return self._value_field | ||
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BooleanType = Type("boolean", "BooleanType", is_primitive=True) | ||
IntegerType = Type("int", "IntegerType", is_primitive=True) | ||
LongType = Type("long", "LongType", is_primitive=True) | ||
FloatType = Type("float", "FloatType", is_primitive=True) | ||
DoubleType = Type("double", "DoubleType", is_primitive=True) | ||
DateType = Type("date", "DateType", is_primitive=True) | ||
TimeType = Type("time", "TimeType", is_primitive=True) | ||
TimestampType = Type("timestamp", "TimestampType", is_primitive=True) | ||
TimestamptzType = Type("timestamptz", "TimestamptzType", is_primitive=True) | ||
StringType = Type("string", "StringType", is_primitive=True) | ||
UUIDType = Type("uuid", "UUIDType", is_primitive=True) | ||
BinaryType = Type("binary", "BinaryType", is_primitive=True) |
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
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from iceberg.types import (BinaryType, BooleanType, DateType, DecimalType, DoubleType, FixedType, | ||
FloatType, IntegerType, ListType, LongType, MapType, NestedField, StringType, | ||
StructType, TimestampType, TimestamptzType, TimeType, UUIDType) | ||
import pytest | ||
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@pytest.mark.parametrize("input_type", | ||
[BooleanType, IntegerType, LongType, FloatType, DoubleType, DateType, TimeType, | ||
TimestampType, TimestamptzType, StringType, UUIDType, BinaryType]) | ||
def test_repr_primitive_types(input_type): | ||
assert input_type == eval(repr(input_type)) | ||
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def test_fixed_type(): | ||
type_var = FixedType(5) | ||
assert type_var.length == 5 | ||
assert str(type_var) == str(eval(repr(type_var))) | ||
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def test_decimal_type(): | ||
type_var = DecimalType(9, 2) | ||
assert type_var.precision == 9 | ||
assert type_var.scale == 2 | ||
assert str(type_var) == str(eval(repr(type_var))) | ||
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def test_struct_type(): | ||
type_var = StructType([NestedField(True, 1, "optional_field", IntegerType), | ||
NestedField(False, 2, "required_field", FixedType(5)), | ||
NestedField(False, 3, "required_field", StructType([ | ||
NestedField(True, 4, "optional_field", DecimalType(8, 2)), | ||
NestedField(False, 5, "required_field", LongType)]))]) | ||
assert len(type_var.fields) == 3 | ||
assert str(type_var) == str(eval(repr(type_var))) | ||
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def test_list_type(): | ||
type_var = ListType(NestedField(False, 1, "required_field", StructType([ | ||
NestedField(True, 2, "optional_field", DecimalType(8, 2)), | ||
NestedField(False, 3, "required_field", LongType)]))) | ||
assert isinstance(type_var.element.type, StructType) | ||
assert len(type_var.element.type.fields) == 2 | ||
assert type_var.element.field_id == 1 | ||
assert str(type_var) == str(eval(repr(type_var))) | ||
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def test_map_type(): | ||
type_var = MapType(NestedField(True, 1, "optional_field", DoubleType), | ||
NestedField(False, 2, "required_field", UUIDType)) | ||
assert type_var.key.type == DoubleType | ||
assert type_var.key.field_id == 1 | ||
assert type_var.value.type == UUIDType | ||
assert type_var.value.field_id == 2 | ||
assert str(type_var) == str(eval(repr(type_var))) | ||
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def test_nested_field(): | ||
field_var = NestedField(True, 1, "optional_field1", StructType([ | ||
NestedField(True, 2, "optional_field2", ListType( | ||
NestedField(False, 3, "required_field3", DoubleType))), | ||
NestedField(False, 4, "required_field4", MapType( | ||
NestedField(True, 5, "optional_field5", TimeType), | ||
NestedField(False, 6, "required_field6", UUIDType)))])) | ||
assert field_var.is_optional | ||
assert not field_var.is_required | ||
assert field_var.field_id == 1 | ||
assert isinstance(field_var.type, StructType) | ||
assert str(field_var) == str(eval(repr(field_var))) |