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feat(partitions): add partitions and tests
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clients/client-python/gravitino/api/expressions/partitions/partitions.py
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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. | ||
|
||
from typing import List, Dict, Any, Optional | ||
from abc import ABC, abstractmethod | ||
|
||
from gravitino.api.expressions.literals.literal import Literal | ||
from gravitino.api.expressions.partitions.identity_partition import IdentityPartition | ||
from gravitino.api.expressions.partitions.list_partition import ListPartition | ||
from gravitino.api.expressions.partitions.partition import Partition | ||
from gravitino.api.expressions.partitions.range_partition import RangePartition | ||
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||
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class Partitions: | ||
"""The helper class for partition expressions.""" | ||
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EMPTY_PARTITIONS: List[Partition] = [] | ||
""" | ||
An empty array of partitions | ||
""" | ||
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@staticmethod | ||
def range( | ||
name: str, | ||
upper: Literal[Any], | ||
lower: Literal[Any], | ||
properties: Optional[Dict[str, str]], | ||
) -> RangePartition: | ||
""" | ||
Creates a range partition. | ||
Args: | ||
name: The name of the partition. | ||
upper: The upper bound of the partition. | ||
lower: The lower bound of the partition. | ||
properties: The properties of the partition. | ||
Returns: | ||
The created partition. | ||
""" | ||
return RangePartitionImpl(name, upper, lower, properties) | ||
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@staticmethod | ||
def list( | ||
name: str, | ||
lists: List[List[Literal]], | ||
properties: Optional[Dict[str, str]] = None, | ||
) -> ListPartition: | ||
""" | ||
Creates a list partition. | ||
Args: | ||
name: The name of the partition. | ||
lists: The values of the list partition. | ||
properties: The properties of the partition. | ||
Returns: | ||
The created partition. | ||
""" | ||
return ListPartitionImpl(name, lists, properties or {}) | ||
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@staticmethod | ||
def identity( | ||
name: Optional[str], | ||
field_names: List[List[str]], | ||
values: List[Literal], | ||
properties: Optional[Dict[str, str]] = None, | ||
) -> IdentityPartition: | ||
""" | ||
Creates an identity partition. | ||
The `values` must correspond to the `field_names`. | ||
Args: | ||
name: The name of the partition. | ||
field_names: The field names of the identity partition. | ||
values: The value of the identity partition. | ||
properties: The properties of the partition. | ||
Returns: | ||
The created partition. | ||
""" | ||
return IdentityPartitionImpl(name, field_names, values, properties or {}) | ||
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class RangePartitionImpl(RangePartition): | ||
def __init__( | ||
self, | ||
name: str, | ||
upper: Literal, | ||
lower: Literal, | ||
properties: Optional[Dict[str, str]], | ||
): | ||
self._name = name | ||
self._upper = upper | ||
self._lower = lower | ||
self._properties = properties | ||
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def upper(self) -> Literal: | ||
"""Returns the upper bound of the partition.""" | ||
return self._upper | ||
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def lower(self) -> Literal: | ||
"""Returns the lower bound of the partition.""" | ||
return self._lower | ||
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def name(self) -> str: | ||
return self._name | ||
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def properties(self) -> Optional[Dict[str, str]]: | ||
return self._properties | ||
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def __eq__(self, other: Any) -> bool: | ||
if isinstance(other, RangePartitionImpl): | ||
return ( | ||
self._name == other._name | ||
and self._upper == other._upper | ||
and self._lower == other._lower | ||
and self._properties == other._properties | ||
) | ||
return False | ||
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def __hash__(self) -> int: | ||
return hash( | ||
(self._name, self._upper, self._lower, frozenset(self._properties.items())) | ||
) | ||
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class ListPartitionImpl(ListPartition): | ||
def __init__( | ||
self, | ||
name: str, | ||
lists: List[List[Literal]], | ||
properties: Optional[Dict[str, str]], | ||
): | ||
self._name = name | ||
self._lists = lists | ||
self._properties = properties | ||
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def lists(self) -> List[List[Literal]]: | ||
"""Returns the values of the list partition.""" | ||
return self._lists | ||
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def name(self) -> str: | ||
return self._name | ||
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def properties(self) -> Dict[str, str]: | ||
return self._properties | ||
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def __eq__(self, other: Any) -> bool: | ||
if isinstance(other, ListPartitionImpl): | ||
return ( | ||
self._name == other._name | ||
and self._lists == other._lists | ||
and self._properties == other._properties | ||
) | ||
return False | ||
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def __hash__(self) -> int: | ||
return hash( | ||
( | ||
self._name, | ||
tuple(tuple(l) for l in self._lists), | ||
frozenset(self._properties.items()), | ||
) | ||
) | ||
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class IdentityPartitionImpl(IdentityPartition): | ||
def __init__( | ||
self, | ||
name: Optional[str], | ||
field_names: List[List[str]], | ||
values: List[Literal], | ||
properties: Dict[str, str], | ||
): | ||
self._name = name | ||
self._field_names = field_names | ||
self._values = values | ||
self._properties = properties | ||
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def field_names(self) -> List[List[str]]: | ||
"""Returns the field names of the identity partition.""" | ||
return self._field_names | ||
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def values(self) -> List[Literal]: | ||
"""Returns the values of the identity partition.""" | ||
return self._values | ||
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def name(self) -> str: | ||
return self._name | ||
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def properties(self) -> Dict[str, str]: | ||
return self._properties | ||
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def __eq__(self, other: Any) -> bool: | ||
if isinstance(other, IdentityPartitionImpl): | ||
return ( | ||
self._name == other._name | ||
and self._field_names == other._field_names | ||
and self._values == other._values | ||
and self._properties == other._properties | ||
) | ||
return False | ||
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def __hash__(self) -> int: | ||
return hash( | ||
( | ||
self._name, | ||
tuple(tuple(fn) for fn in self._field_names), | ||
tuple(self._values), | ||
frozenset(self._properties.items()), | ||
) | ||
) |
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clients/client-python/tests/unittests/rel/test_partitions.py
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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. | ||
import unittest | ||
from datetime import date, time, datetime | ||
from decimal import Decimal | ||
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from gravitino.api.expressions.literals.literals import Literals | ||
from gravitino.api.expressions.partitions.partitions import Partitions | ||
from gravitino.api.types.types import Types | ||
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class TestPartitions(unittest.TestCase): | ||
def test_partitions(self): | ||
# Test RangePartition | ||
partition = Partitions.range( | ||
"p0", Literals.NULL, Literals.integer_literal(6), {} | ||
) | ||
self.assertEqual("p0", partition.name()) | ||
self.assertEqual({}, partition.properties()) | ||
self.assertEqual(Literals.NULL, partition.upper()) | ||
self.assertEqual(Literals.integer_literal(6), partition.lower()) | ||
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# Test ListPartition | ||
partition = Partitions.list( | ||
"p202204_California", | ||
[ | ||
[ | ||
Literals.date_literal(date(2022, 4, 1)), | ||
Literals.string_literal("Los Angeles"), | ||
], | ||
[ | ||
Literals.date_literal(date(2022, 4, 1)), | ||
Literals.string_literal("San Francisco"), | ||
], | ||
], | ||
{}, | ||
) | ||
self.assertEqual("p202204_California", partition.name()) | ||
self.assertEqual({}, partition.properties()) | ||
self.assertEqual( | ||
Literals.date_literal(date(2022, 4, 1)), partition.lists()[0][0] | ||
) | ||
self.assertEqual( | ||
Literals.string_literal("Los Angeles"), partition.lists()[0][1] | ||
) | ||
self.assertEqual( | ||
Literals.date_literal(date(2022, 4, 1)), partition.lists()[1][0] | ||
) | ||
self.assertEqual( | ||
Literals.string_literal("San Francisco"), partition.lists()[1][1] | ||
) | ||
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# Test IdentityPartition | ||
partition = Partitions.identity( | ||
"dt=2008-08-08/country=us", | ||
[["dt"], ["country"]], | ||
[Literals.date_literal(date(2008, 8, 8)), Literals.string_literal("us")], | ||
{"location": "/user/hive/warehouse/tpch_flat_orc_2.db/orders"}, | ||
) | ||
self.assertEqual("dt=2008-08-08/country=us", partition.name()) | ||
self.assertEqual( | ||
{"location": "/user/hive/warehouse/tpch_flat_orc_2.db/orders"}, | ||
partition.properties(), | ||
) | ||
self.assertEqual(["dt"], partition.field_names()[0]) | ||
self.assertEqual(["country"], partition.field_names()[1]) | ||
self.assertEqual(Literals.date_literal(date(2008, 8, 8)), partition.values()[0]) | ||
self.assertEqual(Literals.string_literal("us"), partition.values()[1]) |