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[WIP] Feat: replace sort order #1500
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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 __future__ import annotations | ||
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from typing import TYPE_CHECKING, Any, List, Tuple | ||
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from pyiceberg.table.sorting import NullOrder, SortDirection, SortField, SortOrder | ||
from pyiceberg.table.update import ( | ||
AddSortOrderUpdate, | ||
AssertDefaultSortOrderId, | ||
SetDefaultSortOrderUpdate, | ||
TableRequirement, | ||
TableUpdate, | ||
UpdatesAndRequirements, | ||
UpdateTableMetadata, | ||
) | ||
from pyiceberg.transforms import Transform | ||
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if TYPE_CHECKING: | ||
from pyiceberg.table import Transaction | ||
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class SortOrderBuilder: | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: do we need the builder here? Or just follow UpdateSchema's pattern |
||
def __init__(self, last_sort_order_id: int, case_sensitive: bool = True) -> None: | ||
self._fields: List[SortField] = [] | ||
self._case_sensitive = case_sensitive | ||
self._last_sort_order_id = last_sort_order_id | ||
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def add_sort_field( | ||
self, | ||
source_id: int, | ||
transform: Transform[Any, Any], | ||
direction: SortDirection, | ||
null_order: NullOrder, | ||
) -> SortOrderBuilder: | ||
"""Add a sort field to the sort order list.""" | ||
self._fields.append( | ||
SortField( | ||
source_id=source_id, | ||
transform=transform, | ||
direction=direction, | ||
null_order=null_order, | ||
) | ||
) | ||
return self | ||
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@property | ||
def sort_order(self) -> SortOrder: | ||
"""Return the sort order.""" | ||
return SortOrder(*self._fields, order_id=self._last_sort_order_id + 1) | ||
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class ReplaceSortOrder(UpdateTableMetadata["ReplaceSortOrder"]): | ||
_transaction: Transaction | ||
_builder: SortOrderBuilder | ||
_last_assigned_order_id: int | ||
_case_sensitive: bool | ||
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def __init__(self, transaction: Transaction, case_sensitive: bool = True) -> None: | ||
super().__init__(transaction) | ||
self._builder = SortOrderBuilder( | ||
case_sensitive=case_sensitive, | ||
last_sort_order_id=transaction.table_metadata.default_sort_order_id, | ||
) | ||
self._case_sensitive = case_sensitive | ||
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def _column_name_to_id(self, column_name: str) -> int: | ||
return ( | ||
self._transaction.table_metadata.schema() | ||
.find_field( | ||
name_or_id=column_name, | ||
case_sensitive=self._case_sensitive, | ||
) | ||
.field_id | ||
) | ||
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def asc(self, source_column_name: str, transform: Transform[Any, Any], null_order: NullOrder) -> ReplaceSortOrder: | ||
self._builder.add_sort_field( | ||
source_id=self._column_name_to_id(source_column_name), | ||
transform=transform, | ||
direction=SortDirection.ASC, | ||
null_order=null_order, | ||
) | ||
return self | ||
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def desc(self, source_column_name: str, transform: Transform[Any, Any], null_order: NullOrder) -> ReplaceSortOrder: | ||
self._builder.add_sort_field( | ||
source_id=self._column_name_to_id(source_column_name), | ||
transform=transform, | ||
direction=SortDirection.DESC, | ||
null_order=null_order, | ||
) | ||
return self | ||
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def _apply(self) -> SortOrder: | ||
return self._builder.sort_order | ||
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def _commit(self) -> UpdatesAndRequirements: | ||
"""Apply the pending changes and commit.""" | ||
new_sort_order = self._apply() | ||
requirements: Tuple[TableRequirement, ...] = () | ||
updates: Tuple[TableUpdate, ...] = () | ||
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if self._transaction.table_metadata.default_sort_order_id != new_sort_order.order_id: | ||
updates = (AddSortOrderUpdate(sort_order=new_sort_order), SetDefaultSortOrderUpdate(sort_order_id=-1)) | ||
else: | ||
updates = (SetDefaultSortOrderUpdate(sort_order_id=new_sort_order.order_id),) | ||
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required_last_assigned_sort_order_id = self._transaction.table_metadata.default_sort_order_id | ||
requirements = (AssertDefaultSortOrderId(default_sort_order_id=required_last_assigned_sort_order_id),) | ||
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return updates, requirements |
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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. | ||
# pylint:disable=redefined-outer-name | ||
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import pytest | ||
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from pyiceberg.catalog import Catalog | ||
from pyiceberg.exceptions import NoSuchTableError | ||
from pyiceberg.schema import Schema | ||
from pyiceberg.table import Table | ||
from pyiceberg.table.sorting import NullOrder, SortDirection, SortField, SortOrder | ||
from pyiceberg.table.update.sorting import SortOrderBuilder | ||
from pyiceberg.transforms import ( | ||
IdentityTransform, | ||
) | ||
from pyiceberg.types import ( | ||
LongType, | ||
NestedField, | ||
StringType, | ||
TimestampType, | ||
) | ||
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def _simple_table(catalog: Catalog, table_schema_simple: Schema) -> Table: | ||
return _create_table_with_schema(catalog, table_schema_simple, "1") | ||
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def _table(catalog: Catalog) -> Table: | ||
schema_with_timestamp = Schema( | ||
NestedField(1, "id", LongType(), required=False), | ||
NestedField(2, "event_ts", TimestampType(), required=False), | ||
NestedField(3, "str", StringType(), required=False), | ||
) | ||
return _create_table_with_schema(catalog, schema_with_timestamp, "1") | ||
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def _table_v2(catalog: Catalog) -> Table: | ||
schema_with_timestamp = Schema( | ||
NestedField(1, "id", LongType(), required=False), | ||
NestedField(2, "event_ts", TimestampType(), required=False), | ||
NestedField(3, "str", StringType(), required=False), | ||
) | ||
return _create_table_with_schema(catalog, schema_with_timestamp, "2") | ||
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def _create_table_with_schema(catalog: Catalog, schema: Schema, format_version: str) -> Table: | ||
tbl_name = "default.test_schema_evolution" | ||
try: | ||
catalog.drop_table(tbl_name) | ||
except NoSuchTableError: | ||
pass | ||
return catalog.create_table(identifier=tbl_name, schema=schema, properties={"format-version": format_version}) | ||
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@pytest.mark.integration | ||
def test_sort_order_builder() -> None: | ||
builder = SortOrderBuilder(last_sort_order_id=0) | ||
builder.add_sort_field(1, IdentityTransform(), SortDirection.ASC, NullOrder.NULLS_FIRST) | ||
builder.add_sort_field(2, IdentityTransform(), SortDirection.DESC, NullOrder.NULLS_LAST) | ||
assert builder.sort_order == SortOrder( | ||
SortField(1, IdentityTransform(), SortDirection.ASC, NullOrder.NULLS_FIRST), | ||
SortField(2, IdentityTransform(), SortDirection.DESC, NullOrder.NULLS_LAST), | ||
) | ||
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@pytest.mark.integration | ||
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog"), pytest.lazy_fixture("session_catalog_hive")]) | ||
def test_map_column_name_to_id(catalog: Catalog, table_schema_simple: Schema) -> None: | ||
simple_table = _simple_table(catalog, table_schema_simple) | ||
for col_name, col_id in {"foo": 1, "bar": 2, "baz": 3}.items(): | ||
assert col_id == simple_table.replace_sort_order()._column_name_to_id(col_name) | ||
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@pytest.mark.integration | ||
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog"), pytest.lazy_fixture("session_catalog_hive")]) | ||
def test_replace_sort_order(catalog: Catalog, table_schema_simple: Schema) -> None: | ||
simple_table = _simple_table(catalog, table_schema_simple) | ||
simple_table.replace_sort_order().asc("foo", IdentityTransform(), NullOrder.NULLS_FIRST).desc( | ||
"bar", IdentityTransform(), NullOrder.NULLS_LAST | ||
).commit() | ||
assert simple_table.sort_order() == SortOrder( | ||
SortField(source_id=1, transform=IdentityTransform(), direction=SortDirection.ASC, null_order=NullOrder.NULLS_FIRST), | ||
SortField(source_id=2, transform=IdentityTransform(), direction=SortDirection.DESC, null_order=NullOrder.NULLS_LAST), | ||
order_id=1, | ||
) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. can you add a test for modifying sort order of a table with existing sort order? |
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
nit: wdyt about
update_sort_order
instead?from the spec,
All sort orders are kept in the manifest in the
sort-orders
field.