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test_snapshot_operations.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 uuid
from collections.abc import Generator
import pyarrow as pa
import pytest
from pyiceberg.catalog import Catalog
from pyiceberg.table import Table
from pyiceberg.table.refs import SnapshotRef
@pytest.fixture
def table_with_snapshots(session_catalog: Catalog) -> Generator[Table, None, None]:
session_catalog.create_namespace_if_not_exists("default")
identifier = f"default.test_table_snapshot_ops_{uuid.uuid4().hex[:8]}"
arrow_schema = pa.schema(
[
pa.field("id", pa.int64(), nullable=False),
pa.field("data", pa.string(), nullable=True),
]
)
tbl = session_catalog.create_table(identifier=identifier, schema=arrow_schema)
data1 = pa.Table.from_pylist([{"id": 1, "data": "a"}, {"id": 2, "data": "b"}], schema=arrow_schema)
tbl.append(data1)
data2 = pa.Table.from_pylist([{"id": 3, "data": "c"}, {"id": 4, "data": "d"}], schema=arrow_schema)
tbl.append(data2)
tbl = session_catalog.load_table(identifier)
yield tbl
session_catalog.drop_table(identifier)
@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
def test_create_tag(catalog: Catalog) -> None:
identifier = "default.test_table_snapshot_operations"
tbl = catalog.load_table(identifier)
assert len(tbl.history()) > 3
tag_snapshot_id = tbl.history()[-3].snapshot_id
tbl.manage_snapshots().create_tag(snapshot_id=tag_snapshot_id, tag_name="tag123").commit()
assert tbl.metadata.refs["tag123"] == SnapshotRef(snapshot_id=tag_snapshot_id, snapshot_ref_type="tag")
@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
def test_create_branch(catalog: Catalog) -> None:
identifier = "default.test_table_snapshot_operations"
tbl = catalog.load_table(identifier)
assert len(tbl.history()) > 2
branch_snapshot_id = tbl.history()[-2].snapshot_id
tbl.manage_snapshots().create_branch(snapshot_id=branch_snapshot_id, branch_name="branch123").commit()
assert tbl.metadata.refs["branch123"] == SnapshotRef(snapshot_id=branch_snapshot_id, snapshot_ref_type="branch")
@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
def test_remove_tag(catalog: Catalog) -> None:
identifier = "default.test_table_snapshot_operations"
tbl = catalog.load_table(identifier)
assert len(tbl.history()) > 3
# first, create the tag to remove
tag_name = "tag_to_remove"
tag_snapshot_id = tbl.history()[-3].snapshot_id
tbl.manage_snapshots().create_tag(snapshot_id=tag_snapshot_id, tag_name=tag_name).commit()
assert tbl.metadata.refs[tag_name] == SnapshotRef(snapshot_id=tag_snapshot_id, snapshot_ref_type="tag")
# now, remove the tag
tbl.manage_snapshots().remove_tag(tag_name=tag_name).commit()
assert tbl.metadata.refs.get(tag_name, None) is None
@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
def test_remove_branch(catalog: Catalog) -> None:
identifier = "default.test_table_snapshot_operations"
tbl = catalog.load_table(identifier)
assert len(tbl.history()) > 2
# first, create the branch to remove
branch_name = "branch_to_remove"
branch_snapshot_id = tbl.history()[-2].snapshot_id
tbl.manage_snapshots().create_branch(snapshot_id=branch_snapshot_id, branch_name=branch_name).commit()
assert tbl.metadata.refs[branch_name] == SnapshotRef(snapshot_id=branch_snapshot_id, snapshot_ref_type="branch")
# now, remove the branch
tbl.manage_snapshots().remove_branch(branch_name=branch_name).commit()
assert tbl.metadata.refs.get(branch_name, None) is None
@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
def test_set_current_snapshot(catalog: Catalog) -> None:
identifier = "default.test_table_snapshot_operations"
tbl = catalog.load_table(identifier)
assert len(tbl.history()) > 2
# first get the current snapshot and an older one
current_snapshot_id = tbl.history()[-1].snapshot_id
older_snapshot_id = tbl.history()[-2].snapshot_id
# set the current snapshot to the older one
tbl.manage_snapshots().set_current_snapshot(snapshot_id=older_snapshot_id).commit()
tbl = catalog.load_table(identifier)
updated_snapshot = tbl.current_snapshot()
assert updated_snapshot and updated_snapshot.snapshot_id == older_snapshot_id
# restore table
tbl.manage_snapshots().set_current_snapshot(snapshot_id=current_snapshot_id).commit()
tbl = catalog.load_table(identifier)
restored_snapshot = tbl.current_snapshot()
assert restored_snapshot and restored_snapshot.snapshot_id == current_snapshot_id
@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
def test_set_current_snapshot_by_ref(catalog: Catalog) -> None:
identifier = "default.test_table_snapshot_operations"
tbl = catalog.load_table(identifier)
assert len(tbl.history()) > 2
# first get the current snapshot and an older one
current_snapshot_id = tbl.history()[-1].snapshot_id
older_snapshot_id = tbl.history()[-2].snapshot_id
assert older_snapshot_id != current_snapshot_id
# create a tag pointing to the older snapshot
tag_name = "my-tag"
tbl.manage_snapshots().create_tag(snapshot_id=older_snapshot_id, tag_name=tag_name).commit()
# set current snapshot using the tag name
tbl = catalog.load_table(identifier)
tbl.manage_snapshots().set_current_snapshot(ref_name=tag_name).commit()
tbl = catalog.load_table(identifier)
updated_snapshot = tbl.current_snapshot()
assert updated_snapshot and updated_snapshot.snapshot_id == older_snapshot_id
# restore table
tbl.manage_snapshots().set_current_snapshot(snapshot_id=current_snapshot_id).commit()
tbl = catalog.load_table(identifier)
tbl.manage_snapshots().remove_tag(tag_name=tag_name).commit()
assert tbl.metadata.refs.get(tag_name, None) is None
@pytest.mark.integration
@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
def test_set_current_snapshot_chained_with_create_tag(catalog: Catalog) -> None:
identifier = "default.test_table_snapshot_operations"
tbl = catalog.load_table(identifier)
assert len(tbl.history()) > 2
current_snapshot_id = tbl.history()[-1].snapshot_id
older_snapshot_id = tbl.history()[-2].snapshot_id
assert older_snapshot_id != current_snapshot_id
# create a tag and use it to set current snapshot
tag_name = "my-tag"
(
tbl.manage_snapshots()
.create_tag(snapshot_id=older_snapshot_id, tag_name=tag_name)
.set_current_snapshot(ref_name=tag_name)
.commit()
)
tbl = catalog.load_table(identifier)
updated_snapshot = tbl.current_snapshot()
assert updated_snapshot
assert updated_snapshot.snapshot_id == older_snapshot_id
# restore table
tbl.manage_snapshots().set_current_snapshot(snapshot_id=current_snapshot_id).commit()
tbl = catalog.load_table(identifier)
tbl.manage_snapshots().remove_tag(tag_name=tag_name).commit()
assert tbl.metadata.refs.get(tag_name, None) is None
@pytest.mark.integration
def test_rollback_to_snapshot(table_with_snapshots: Table) -> None:
history = table_with_snapshots.history()
assert len(history) >= 2
ancestor_snapshot_id = history[-2].snapshot_id
table_with_snapshots.manage_snapshots().rollback_to_snapshot(snapshot_id=ancestor_snapshot_id).commit()
updated = table_with_snapshots.current_snapshot()
assert updated is not None
assert updated.snapshot_id == ancestor_snapshot_id
@pytest.mark.integration
def test_rollback_to_current_snapshot(table_with_snapshots: Table) -> None:
current = table_with_snapshots.current_snapshot()
assert current is not None
table_with_snapshots.manage_snapshots().rollback_to_snapshot(snapshot_id=current.snapshot_id).commit()
updated = table_with_snapshots.current_snapshot()
assert updated is not None
assert updated.snapshot_id == current.snapshot_id
@pytest.mark.integration
def test_rollback_to_snapshot_chained_with_tag(table_with_snapshots: Table) -> None:
history = table_with_snapshots.history()
assert len(history) >= 2
ancestor_snapshot_id = history[-2].snapshot_id
tag_name = "my-tag"
(
table_with_snapshots.manage_snapshots()
.create_tag(snapshot_id=ancestor_snapshot_id, tag_name=tag_name)
.rollback_to_snapshot(snapshot_id=ancestor_snapshot_id)
.commit()
)
updated = table_with_snapshots.current_snapshot()
assert updated is not None
assert updated.snapshot_id == ancestor_snapshot_id
assert table_with_snapshots.metadata.refs[tag_name] == SnapshotRef(snapshot_id=ancestor_snapshot_id, snapshot_ref_type="tag")
@pytest.mark.integration
def test_rollback_to_snapshot_not_ancestor(table_with_snapshots: Table) -> None:
history = table_with_snapshots.history()
assert len(history) >= 2
snapshot_a = history[-2].snapshot_id
branch_name = "my-branch"
table_with_snapshots.manage_snapshots().create_branch(snapshot_id=snapshot_a, branch_name=branch_name).commit()
data = pa.Table.from_pylist([{"id": 5, "data": "e"}], schema=table_with_snapshots.schema().as_arrow())
table_with_snapshots.append(data, branch=branch_name)
snapshot_c = table_with_snapshots.metadata.snapshot_by_name(branch_name)
assert snapshot_c is not None
assert snapshot_c.snapshot_id != snapshot_a
with pytest.raises(ValueError, match="not an ancestor"):
table_with_snapshots.manage_snapshots().rollback_to_snapshot(snapshot_id=snapshot_c.snapshot_id).commit()
@pytest.mark.integration
def test_rollback_to_snapshot_unknown_id(table_with_snapshots: Table) -> None:
invalid_snapshot_id = 1234567890000
with pytest.raises(ValueError, match="Cannot roll back to unknown snapshot id"):
table_with_snapshots.manage_snapshots().rollback_to_snapshot(snapshot_id=invalid_snapshot_id).commit()