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[WIP] Feat: replace sort order #1500

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ccfcbcd
chore: scaffolding
JasperHG90 Jan 5, 2025
95da8f3
chore: scaffolding
JasperHG90 Jan 5, 2025
253967d
chore: add skeleton for asc/desc methods
JasperHG90 Jan 5, 2025
7b5a98e
chore: scaffolding
JasperHG90 Jan 5, 2025
304a806
chore: change method names
JasperHG90 Jan 5, 2025
48ac5c0
chore: update methods
JasperHG90 Jan 7, 2025
a47067c
chore: update methods
JasperHG90 Jan 7, 2025
c1ab2ec
chore: update imports
JasperHG90 Jan 7, 2025
8f27d14
chore: stupid renames
JasperHG90 Jan 7, 2025
d8720f2
chore: lint
JasperHG90 Jan 7, 2025
90db60a
chore: docstrings
JasperHG90 Jan 7, 2025
1cd2729
test: add integration test for replace sort order
JasperHG90 Jan 8, 2025
0a1e781
test: add test for lookup
JasperHG90 Jan 8, 2025
a550ccb
refactor: add last sort order id
JasperHG90 Jan 8, 2025
8b09255
refactor: add last sort order id and increment
JasperHG90 Jan 8, 2025
67b9e52
chore: add imports
JasperHG90 Jan 8, 2025
dcaa63f
feat: add apply and commit methods
JasperHG90 Jan 8, 2025
ced6a4b
test: remove spec stuff
JasperHG90 Jan 8, 2025
43e09a3
chore: remove unused import
JasperHG90 Jan 8, 2025
b460c34
chore: add ReplaceSortOrder to the Transaction class
JasperHG90 Jan 10, 2025
190071f
chore: lint
JasperHG90 Jan 10, 2025
e9475de
Merge branch 'apache:main' into feat/update-sort-order
JasperHG90 Jan 10, 2025
eafafaf
Merge branch 'apache:main' into feat/update-sort-order
JasperHG90 Jan 24, 2025
ec5f711
chore: renames (replace to update)
JasperHG90 Jan 24, 2025
d69a071
chore: renames (replace to update)
JasperHG90 Jan 24, 2025
b5a5bd8
test: add test updating sort order
JasperHG90 Jan 24, 2025
8080fa5
refactor: remove the sort order builder
JasperHG90 Jan 24, 2025
e77a2c1
chore: remove sort order builder
JasperHG90 Jan 24, 2025
fc32b28
chore: lint
JasperHG90 Jan 24, 2025
fa1aa50
chore: update comment
JasperHG90 Jan 25, 2025
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23 changes: 23 additions & 0 deletions pyiceberg/table/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -117,6 +117,7 @@
UpdateSnapshot,
_FastAppendFiles,
)
from pyiceberg.table.update.sorting import UpdateSortOrder
from pyiceberg.table.update.spec import UpdateSpec
from pyiceberg.table.update.statistics import UpdateStatistics
from pyiceberg.transforms import IdentityTransform
Expand Down Expand Up @@ -413,6 +414,20 @@ def update_schema(self, allow_incompatible_changes: bool = False, case_sensitive
name_mapping=self.table_metadata.name_mapping(),
)

def update_sort_order(self, case_sensitive: bool = True) -> UpdateSortOrder:
"""Create a new UpdateSortOrder to update the sort order of this table.

Args:
case_sensitive: If field names are case-sensitive.

Returns:
A new UpdateSortOrder.
"""
return UpdateSortOrder(
self,
case_sensitive=case_sensitive,
)

def update_snapshot(self, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> UpdateSnapshot:
"""Create a new UpdateSnapshot to produce a new snapshot for the table.

Expand Down Expand Up @@ -1080,6 +1095,14 @@ def update_schema(self, allow_incompatible_changes: bool = False, case_sensitive
name_mapping=self.name_mapping(),
)

def update_sort_order(self) -> UpdateSortOrder:
"""Create a new UpdateSortOrder to update the sort order of this table.

Returns:
A new UpdateSortOrder.
"""
return UpdateSortOrder(transaction=Transaction(self, autocommit=True), case_sensitive=True)

def name_mapping(self) -> Optional[NameMapping]:
"""Return the table's field-id NameMapping."""
return self.metadata.name_mapping()
Expand Down
115 changes: 115 additions & 0 deletions pyiceberg/table/update/sorting.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,115 @@
# 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

from typing import TYPE_CHECKING, Any, List, Tuple

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

if TYPE_CHECKING:
from pyiceberg.table import Transaction


class UpdateSortOrder(UpdateTableMetadata["UpdateSortOrder"]):
_transaction: Transaction
_last_assigned_order_id: int
_case_sensitive: bool
_fields: List[SortField]
_last_sort_order_id: int

def __init__(self, transaction: Transaction, case_sensitive: bool = True) -> None:
super().__init__(transaction)
self._fields: List[SortField] = []
self._case_sensitive: bool = case_sensitive
self._last_sort_order_id: int = transaction.table_metadata.default_sort_order_id

def _column_name_to_id(self, column_name: str) -> int:
"""Map the column name to the column field id."""
return (
self._transaction.table_metadata.schema()
.find_field(
name_or_id=column_name,
case_sensitive=self._case_sensitive,
)
.field_id
)

def _add_sort_field(
self,
source_id: int,
transform: Transform[Any, Any],
direction: SortDirection,
null_order: NullOrder,
) -> UpdateSortOrder:
"""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

def asc(self, source_column_name: str, transform: Transform[Any, Any], null_order: NullOrder) -> UpdateSortOrder:
"""Add a sort field with ascending order."""
return self._add_sort_field(
source_id=self._column_name_to_id(source_column_name),
transform=transform,
direction=SortDirection.ASC,
null_order=null_order,
)

def desc(self, source_column_name: str, transform: Transform[Any, Any], null_order: NullOrder) -> UpdateSortOrder:
"""Add a sort field with descending order."""
return self._add_sort_field(
source_id=self._column_name_to_id(source_column_name),
transform=transform,
direction=SortDirection.DESC,
null_order=null_order,
)

def _apply(self) -> SortOrder:
"""Return the sort order."""
return SortOrder(*self._fields, order_id=self._last_sort_order_id + 1)

def _commit(self) -> UpdatesAndRequirements:
"""Apply the pending changes and commit."""
new_sort_order = self._apply()
requirements: Tuple[TableRequirement, ...] = ()
updates: Tuple[TableUpdate, ...] = ()

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),)

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),)

return updates, requirements
109 changes: 109 additions & 0 deletions tests/integration/test_sort_order_update.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,109 @@
# 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

import pytest

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.transforms import (
IdentityTransform,
)
from pyiceberg.types import (
LongType,
NestedField,
StringType,
TimestampType,
)


def _simple_table(catalog: Catalog, table_schema_simple: Schema) -> Table:
return _create_table_with_schema(catalog, table_schema_simple, "1")


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")


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")


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})


@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.update_sort_order()._column_name_to_id(col_name)


@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.update_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,
)
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can you add a test for modifying sort order of a table with existing sort order?

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@JasperHG90 JasperHG90 Jan 24, 2025

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With modifying do you mean updating it so that there's a new sort order or do you mean to modify an existing one without creating a new sort order. I've added a test doing the former.



@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog"), pytest.lazy_fixture("session_catalog_hive")])
def test_replace_existing_sort_order(catalog: Catalog, table_schema_simple: Schema) -> None:
simple_table = _simple_table(catalog, table_schema_simple)
simple_table.update_sort_order().asc("foo", IdentityTransform(), NullOrder.NULLS_FIRST).commit()
assert simple_table.sort_order() == SortOrder(
SortField(source_id=1, transform=IdentityTransform(), direction=SortDirection.ASC, null_order=NullOrder.NULLS_FIRST),
order_id=1,
)
simple_table.update_sort_order().asc("foo", IdentityTransform(), NullOrder.NULLS_LAST).desc(
"bar", IdentityTransform(), NullOrder.NULLS_FIRST
).commit()
assert (
len(simple_table.sort_orders()) == 3
) # 0: empty sort order from creating tables, 1: first sort order, 2: second sort order
assert simple_table.sort_order() == SortOrder(
SortField(source_id=1, transform=IdentityTransform(), direction=SortDirection.ASC, null_order=NullOrder.NULLS_LAST),
SortField(source_id=2, transform=IdentityTransform(), direction=SortDirection.DESC, null_order=NullOrder.NULLS_FIRST),
order_id=2,
)