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[WIP] Feat: replace sort order #1500

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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 ReplaceSortOrder
from pyiceberg.table.update.spec import UpdateSpec
from pyiceberg.transforms import IdentityTransform
from pyiceberg.typedef import (
Expand Down Expand Up @@ -404,6 +405,20 @@ def update_schema(self, allow_incompatible_changes: bool = False, case_sensitive
name_mapping=self.table_metadata.name_mapping(),
)

def replace_sort_order(self, case_sensitive: bool = True) -> ReplaceSortOrder:
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nit: wdyt about update_sort_order instead?

from the spec,

A data or delete file is associated with a sort order by the sort order's id within [a manifest](https://iceberg.apache.org/spec/#manifests). Therefore, the table must declare all the sort orders for lookup. A table could also be configured with a default sort order id, indicating how the new data should be sorted by default. Writers should use this default sort order to sort the data on write, but are not required to if the default order is prohibitively expensive, as it would be for streaming writes.

All sort orders are kept in the manifest in the sort-orders field.

"""Create a new ReplaceSortOrder to replace the sort order of this table.
Args:
case_sensitive: If field names are case-sensitive.
Returns:
A new ReplaceSortOrder.
"""
return ReplaceSortOrder(
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 @@ -1052,6 +1067,14 @@ def update_schema(self, allow_incompatible_changes: bool = False, case_sensitive
name_mapping=self.name_mapping(),
)

def replace_sort_order(self) -> ReplaceSortOrder:
"""Create a new ReplaceSortOrder to replace the sort order of this table.
Returns:
A new ReplaceSortOrder.
"""
return ReplaceSortOrder(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
126 changes: 126 additions & 0 deletions pyiceberg/table/update/sorting.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,126 @@
# 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 SortOrderBuilder:
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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

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

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


class ReplaceSortOrder(UpdateTableMetadata["ReplaceSortOrder"]):
_transaction: Transaction
_builder: SortOrderBuilder
_last_assigned_order_id: int
_case_sensitive: bool

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

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
)

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

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

def _apply(self) -> SortOrder:
return self._builder.sort_order

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
99 changes: 99 additions & 0 deletions tests/integration/test_sort_order_update.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,99 @@
# 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.table.update.sorting import SortOrderBuilder
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
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),
)


@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)


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

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