Files
mai-bot/pytests/common_test/test_database_migration_foundation.py
2026-05-05 16:39:35 +08:00

909 lines
30 KiB
Python

"""数据库迁移基础设施测试。"""
from pathlib import Path
from typing import List, Optional, Tuple
from sqlalchemy import text
from sqlalchemy.engine import Connection, Engine
from sqlmodel import SQLModel, create_engine
import json
import msgpack
import pytest
from src.common.database import database as database_module
from src.common.database.migrations import (
BaseSchemaVersionDetector,
BaseMigrationProgressReporter,
DatabaseSchemaSnapshot,
DatabaseMigrationBootstrapper,
DatabaseMigrationState,
DatabaseMigrationManager,
EMPTY_SCHEMA_VERSION,
LATEST_SCHEMA_VERSION,
LEGACY_V1_SCHEMA_VERSION,
MigrationExecutionContext,
MigrationPlan,
MigrationRegistry,
MigrationStep,
ResolvedSchemaVersion,
SchemaVersionResolver,
SchemaVersionSource,
SQLiteSchemaInspector,
SQLiteUserVersionStore,
build_default_migration_registry,
build_default_schema_version_resolver,
create_database_migration_bootstrapper,
)
class FixedVersionDetector(BaseSchemaVersionDetector):
"""测试用固定版本探测器。"""
@property
def name(self) -> str:
"""返回测试探测器名称。
Returns:
str: 探测器名称。
"""
return "fixed_version_detector"
def detect_version(self, snapshot: DatabaseSchemaSnapshot) -> Optional[int]:
"""根据测试表是否存在返回固定版本。
Args:
snapshot: 当前数据库结构快照。
Returns:
Optional[int]: 若存在测试表则返回固定版本,否则返回 ``None``。
"""
if snapshot.has_table("legacy_records"):
return 2
return None
class FakeMigrationProgressReporter(BaseMigrationProgressReporter):
"""测试用迁移进度上报器。"""
def __init__(self) -> None:
"""初始化测试用进度上报器。"""
self.events: List[Tuple[str, Optional[int], Optional[int], Optional[str]]] = []
def open(self) -> None:
"""记录打开事件。"""
self.events.append(("open", None, None, None))
def close(self) -> None:
"""记录关闭事件。"""
self.events.append(("close", None, None, None))
def start(
self,
total_records: int,
total_tables: int,
description: str = "总迁移进度",
table_unit_name: str = "",
record_unit_name: str = "记录",
) -> None:
"""记录启动事件。
Args:
total_records: 任务记录总数。
total_tables: 任务表总数。
description: 任务描述。
table_unit_name: 表级进度单位名称。
record_unit_name: 记录级进度单位名称。
"""
del table_unit_name, record_unit_name
self.events.append(("start", total_records, total_tables, description))
def advance(
self,
records: int = 0,
completed_tables: int = 0,
item_name: Optional[str] = None,
) -> None:
"""记录推进事件。
Args:
records: 推进的记录数。
completed_tables: 已完成的表数。
item_name: 当前完成的项目名称。
"""
self.events.append(("advance", records, completed_tables, item_name))
def _create_sqlite_engine(database_file: Path) -> Engine:
"""创建测试用 SQLite 引擎。
Args:
database_file: 测试数据库文件路径。
Returns:
Engine: SQLite 引擎实例。
"""
return create_engine(
f"sqlite:///{database_file}",
echo=False,
connect_args={"check_same_thread": False},
)
def _create_current_schema(connection: Connection) -> None:
"""创建当前最新版本的数据库结构。
Args:
connection: 当前数据库连接。
"""
import src.common.database.database_model # noqa: F401
SQLModel.metadata.create_all(connection)
def _create_legacy_v1_schema_with_sample_data(connection: Connection) -> None:
"""创建带示例数据的旧版 ``0.x`` 数据库结构。
Args:
connection: 当前数据库连接。
"""
connection.execute(
text(
"""
CREATE TABLE chat_streams (
id INTEGER PRIMARY KEY,
stream_id TEXT NOT NULL,
create_time REAL NOT NULL,
last_active_time REAL NOT NULL,
platform TEXT NOT NULL,
user_id TEXT,
group_id TEXT,
group_name TEXT
)
"""
)
)
connection.execute(
text(
"""
CREATE TABLE messages (
id INTEGER PRIMARY KEY,
message_id TEXT NOT NULL,
time REAL NOT NULL,
chat_id TEXT NOT NULL,
chat_info_platform TEXT,
user_id TEXT,
user_nickname TEXT,
chat_info_group_id TEXT,
chat_info_group_name TEXT,
is_mentioned INTEGER,
is_at INTEGER,
processed_plain_text TEXT,
display_message TEXT,
is_emoji INTEGER,
is_picid INTEGER,
is_command INTEGER,
is_notify INTEGER,
additional_config TEXT,
priority_mode TEXT
)
"""
)
)
connection.execute(
text(
"""
CREATE TABLE action_records (
id INTEGER PRIMARY KEY,
action_id TEXT NOT NULL,
time REAL NOT NULL,
action_reasoning TEXT,
action_name TEXT NOT NULL,
action_data TEXT,
action_prompt_display TEXT,
chat_id TEXT
)
"""
)
)
connection.execute(
text(
"""
CREATE TABLE expression (
id INTEGER PRIMARY KEY,
situation TEXT NOT NULL,
style TEXT NOT NULL,
content_list TEXT,
count INTEGER,
last_active_time REAL NOT NULL,
chat_id TEXT,
create_date REAL,
checked INTEGER,
rejected INTEGER,
modified_by TEXT
)
"""
)
)
connection.execute(
text(
"""
CREATE TABLE jargon (
id INTEGER PRIMARY KEY,
content TEXT NOT NULL,
raw_content TEXT,
meaning TEXT,
chat_id TEXT,
is_global INTEGER,
count INTEGER,
is_jargon INTEGER,
last_inference_count INTEGER,
is_complete INTEGER,
inference_with_context TEXT,
inference_content_only TEXT
)
"""
)
)
connection.execute(
text(
"""
INSERT INTO chat_streams (
id,
stream_id,
create_time,
last_active_time,
platform,
user_id,
group_id,
group_name
) VALUES (
1,
'session-1',
1710000000.0,
1710000300.0,
'qq',
'user-1',
'group-1',
'测试群'
)
"""
)
)
connection.execute(
text(
"""
INSERT INTO messages (
id,
message_id,
time,
chat_id,
chat_info_platform,
user_id,
user_nickname,
chat_info_group_id,
chat_info_group_name,
is_mentioned,
is_at,
processed_plain_text,
display_message,
is_emoji,
is_picid,
is_command,
is_notify,
additional_config,
priority_mode
) VALUES (
1,
'msg-1',
1710000010.0,
'session-1',
'qq',
'user-1',
'测试用户',
'group-1',
'测试群',
1,
0,
'你好',
'你好呀',
0,
1,
0,
1,
'{"source":"legacy"}',
'high'
)
"""
)
)
connection.execute(
text(
"""
INSERT INTO action_records (
id,
action_id,
time,
action_reasoning,
action_name,
action_data,
action_prompt_display,
chat_id
) VALUES (
1,
'action-1',
1710000020.0,
'需要调用工具',
'search',
'{"query":"MaiBot"}',
'执行搜索',
'session-1'
)
"""
)
)
connection.execute(
text(
"""
INSERT INTO expression (
id,
situation,
style,
content_list,
count,
last_active_time,
chat_id,
create_date,
checked,
rejected,
modified_by
) VALUES (
1,
'打招呼',
'可爱',
'["你好呀","早上好"]',
3,
1710000030.0,
'session-1',
1710000040.0,
1,
0,
'ai'
)
"""
)
)
connection.execute(
text(
"""
INSERT INTO jargon (
id,
content,
raw_content,
meaning,
chat_id,
is_global,
count,
is_jargon,
last_inference_count,
is_complete,
inference_with_context,
inference_content_only
) VALUES (
1,
'上分',
'["上分"]',
'提高排名',
'session-1',
0,
5,
1,
2,
1,
'{"guess":"context"}',
'{"guess":"content"}'
)
"""
)
)
def test_user_version_store_can_read_and_write_versions(tmp_path: Path) -> None:
"""应支持读取与写入 SQLite ``user_version``。"""
engine = _create_sqlite_engine(tmp_path / "version_store.db")
version_store = SQLiteUserVersionStore()
with engine.begin() as connection:
assert version_store.read_version(connection) == 0
version_store.write_version(connection, 7)
with engine.connect() as connection:
assert version_store.read_version(connection) == 7
def test_schema_inspector_can_extract_tables_and_columns(tmp_path: Path) -> None:
"""应能提取 SQLite 数据库的表与列结构。"""
engine = _create_sqlite_engine(tmp_path / "schema_inspector.db")
inspector = SQLiteSchemaInspector()
with engine.begin() as connection:
connection.execute(
text(
"""
CREATE TABLE legacy_records (
id INTEGER PRIMARY KEY,
payload TEXT NOT NULL,
created_at TEXT
)
"""
)
)
with engine.connect() as connection:
snapshot = inspector.inspect(connection)
assert snapshot.has_table("legacy_records")
assert snapshot.has_column("legacy_records", "payload")
assert not snapshot.has_column("legacy_records", "missing_column")
table_schema = snapshot.get_table("legacy_records")
assert table_schema is not None
assert table_schema.column_names() == ["created_at", "id", "payload"]
def test_resolver_can_identify_empty_database(tmp_path: Path) -> None:
"""空数据库应被解析为版本 ``0``。"""
engine = _create_sqlite_engine(tmp_path / "empty_resolver.db")
resolver = SchemaVersionResolver()
with engine.connect() as connection:
resolved_version = resolver.resolve(connection)
assert resolved_version.version == 0
assert resolved_version.source == SchemaVersionSource.EMPTY_DATABASE
assert resolved_version.snapshot is not None
assert resolved_version.snapshot.is_empty()
def test_resolver_can_use_detector_for_unversioned_legacy_database(tmp_path: Path) -> None:
"""未写入 ``user_version`` 的历史库应支持通过探测器识别版本。"""
engine = _create_sqlite_engine(tmp_path / "legacy_resolver.db")
resolver = SchemaVersionResolver(detectors=[FixedVersionDetector()])
with engine.begin() as connection:
connection.execute(text("CREATE TABLE legacy_records (id INTEGER PRIMARY KEY, payload TEXT NOT NULL)"))
with engine.connect() as connection:
resolved_version = resolver.resolve(connection)
assert resolved_version.version == 2
assert resolved_version.source == SchemaVersionSource.DETECTOR
assert resolved_version.detector_name == "fixed_version_detector"
def test_registry_and_manager_can_execute_registered_steps(tmp_path: Path) -> None:
"""迁移编排器应能按顺序执行已注册步骤并更新版本号。"""
engine = _create_sqlite_engine(tmp_path / "manager.db")
executed_steps: List[str] = []
def migrate_0_to_1(context: MigrationExecutionContext) -> None:
"""测试迁移步骤 0 -> 1。
Args:
context: 当前迁移步骤执行上下文。
"""
executed_steps.append(f"{context.current_version}->{context.target_version}:step_0_to_1")
context.connection.execute(text("CREATE TABLE sample_records (id INTEGER PRIMARY KEY, name TEXT NOT NULL)"))
def migrate_1_to_2(context: MigrationExecutionContext) -> None:
"""测试迁移步骤 1 -> 2。
Args:
context: 当前迁移步骤执行上下文。
"""
executed_steps.append(f"{context.current_version}->{context.target_version}:step_1_to_2")
context.connection.execute(text("ALTER TABLE sample_records ADD COLUMN email TEXT"))
registry = MigrationRegistry(
steps=[
MigrationStep(
version_from=0,
version_to=1,
name="create_sample_records",
description="创建示例表。",
handler=migrate_0_to_1,
),
MigrationStep(
version_from=1,
version_to=2,
name="add_sample_email",
description="为示例表增加邮箱字段。",
handler=migrate_1_to_2,
),
]
)
manager = DatabaseMigrationManager(engine=engine, registry=registry)
migration_plan = manager.migrate()
assert migration_plan.step_count() == 2
assert executed_steps == ["0->2:step_0_to_1", "1->2:step_1_to_2"]
with engine.connect() as connection:
version_store = SQLiteUserVersionStore()
snapshot = SQLiteSchemaInspector().inspect(connection)
recorded_version = version_store.read_version(connection)
assert recorded_version == 2
assert snapshot.has_table("sample_records")
assert snapshot.has_column("sample_records", "email")
def test_manager_can_report_step_progress(tmp_path: Path) -> None:
"""迁移编排器应支持通过上下文上报步骤进度。"""
engine = _create_sqlite_engine(tmp_path / "manager_progress.db")
reporter_instances: List[FakeMigrationProgressReporter] = []
def _build_reporter() -> BaseMigrationProgressReporter:
"""构建测试用进度上报器。
Returns:
BaseMigrationProgressReporter: 测试用进度上报器实例。
"""
reporter = FakeMigrationProgressReporter()
reporter_instances.append(reporter)
return reporter
def migrate_1_to_2(context: MigrationExecutionContext) -> None:
"""测试迁移步骤 ``1 -> 2`` 的进度上报。
Args:
context: 当前迁移步骤执行上下文。
"""
context.start_progress(total_tables=3, total_records=30, description="总迁移进度")
context.advance_progress(records=10, completed_tables=1, item_name="chat_sessions")
context.advance_progress(records=10, completed_tables=1, item_name="mai_messages")
context.advance_progress(records=10, completed_tables=1, item_name="tool_records")
context.connection.execute(text("CREATE TABLE progress_records (id INTEGER PRIMARY KEY, value TEXT NOT NULL)"))
with engine.begin() as connection:
SQLiteUserVersionStore().write_version(connection, 1)
registry = MigrationRegistry(
steps=[
MigrationStep(
version_from=1,
version_to=2,
name="progress_step",
description="测试进度上报。",
handler=migrate_1_to_2,
)
]
)
manager = DatabaseMigrationManager(
engine=engine,
registry=registry,
progress_reporter_factory=_build_reporter,
)
migration_plan = manager.migrate()
assert migration_plan.step_count() == 1
assert len(reporter_instances) == 1
assert reporter_instances[0].events == [
("open", None, None, None),
("start", 30, 3, "总迁移进度"),
("advance", 10, 1, "chat_sessions"),
("advance", 10, 1, "mai_messages"),
("advance", 10, 1, "tool_records"),
("close", None, None, None),
]
def test_default_resolver_can_identify_unversioned_latest_database(tmp_path: Path) -> None:
"""默认解析器应能识别未写入版本号的最新结构数据库。"""
engine = _create_sqlite_engine(tmp_path / "latest_resolver.db")
resolver = build_default_schema_version_resolver()
with engine.begin() as connection:
_create_current_schema(connection)
with engine.connect() as connection:
resolved_version = resolver.resolve(connection)
assert resolved_version.version == LATEST_SCHEMA_VERSION
assert resolved_version.source == SchemaVersionSource.DETECTOR
assert resolved_version.detector_name == "latest_schema_detector"
def test_default_resolver_can_identify_legacy_v1_database(tmp_path: Path) -> None:
"""默认解析器应能识别未写版本号的旧版 ``0.x`` 数据库。"""
engine = _create_sqlite_engine(tmp_path / "legacy_v1_resolver.db")
resolver = build_default_schema_version_resolver()
with engine.begin() as connection:
_create_legacy_v1_schema_with_sample_data(connection)
with engine.connect() as connection:
resolved_version = resolver.resolve(connection)
assert resolved_version.version == LEGACY_V1_SCHEMA_VERSION
assert resolved_version.source == SchemaVersionSource.DETECTOR
assert resolved_version.detector_name == "legacy_v1_schema_detector"
def test_bootstrapper_can_finalize_unversioned_latest_database(tmp_path: Path) -> None:
"""已是最新结构但未写版本号的数据库应直接补写 ``user_version``。"""
engine = _create_sqlite_engine(tmp_path / "latest_finalize.db")
bootstrapper = create_database_migration_bootstrapper(engine)
with engine.begin() as connection:
_create_current_schema(connection)
migration_state = bootstrapper.prepare_database()
bootstrapper.finalize_database(migration_state)
assert not migration_state.requires_migration()
assert migration_state.resolved_version.version == LATEST_SCHEMA_VERSION
assert migration_state.resolved_version.source == SchemaVersionSource.DETECTOR
with engine.connect() as connection:
recorded_version = SQLiteUserVersionStore().read_version(connection)
assert recorded_version == LATEST_SCHEMA_VERSION
def test_bootstrapper_can_finalize_empty_database_to_latest_version(tmp_path: Path) -> None:
"""空库在建表完成后应回写最新 ``user_version``。"""
engine = _create_sqlite_engine(tmp_path / "bootstrap_empty.db")
bootstrapper = create_database_migration_bootstrapper(engine)
migration_state = bootstrapper.prepare_database()
assert not migration_state.requires_migration()
assert migration_state.resolved_version.version == EMPTY_SCHEMA_VERSION
assert migration_state.target_version == LATEST_SCHEMA_VERSION
with engine.begin() as connection:
_create_current_schema(connection)
bootstrapper.finalize_database(migration_state)
with engine.connect() as connection:
recorded_version = SQLiteUserVersionStore().read_version(connection)
assert recorded_version == LATEST_SCHEMA_VERSION
def test_bootstrapper_runs_registered_steps_for_versioned_database(tmp_path: Path) -> None:
"""启动桥接器应在已登记旧版本数据库上执行注册迁移步骤。"""
engine = _create_sqlite_engine(tmp_path / "bootstrap_registered.db")
execution_marks: List[str] = []
def migrate_1_to_2(context: MigrationExecutionContext) -> None:
"""测试桥接器迁移步骤 ``1 -> 2``。
Args:
context: 当前迁移步骤执行上下文。
"""
execution_marks.append(f"step={context.step_name},index={context.step_index}")
context.connection.execute(text("ALTER TABLE bootstrap_records ADD COLUMN email TEXT"))
with engine.begin() as connection:
connection.execute(
text("CREATE TABLE bootstrap_records (id INTEGER PRIMARY KEY, value TEXT NOT NULL)")
)
SQLiteUserVersionStore().write_version(connection, 1)
registry = MigrationRegistry(
steps=[
MigrationStep(
version_from=1,
version_to=2,
name="bootstrap_add_email",
description="为桥接器测试表增加邮箱字段。",
handler=migrate_1_to_2,
)
]
)
bootstrapper = DatabaseMigrationBootstrapper(
manager=DatabaseMigrationManager(engine=engine, registry=registry),
latest_schema_version=2,
)
migration_state = bootstrapper.prepare_database()
assert migration_state.resolved_version.version == 2
assert migration_state.target_version == 2
assert execution_marks == ["step=bootstrap_add_email,index=1"]
with engine.connect() as connection:
snapshot = SQLiteSchemaInspector().inspect(connection)
recorded_version = SQLiteUserVersionStore().read_version(connection)
assert recorded_version == 2
assert snapshot.has_table("bootstrap_records")
assert snapshot.has_column("bootstrap_records", "email")
def test_default_bootstrapper_can_migrate_legacy_v1_database(tmp_path: Path) -> None:
"""默认桥接器应能把旧版 ``0.x`` 数据库整体迁移到最新结构。"""
engine = _create_sqlite_engine(tmp_path / "legacy_v1_to_v2.db")
bootstrapper = create_database_migration_bootstrapper(engine)
with engine.begin() as connection:
_create_legacy_v1_schema_with_sample_data(connection)
migration_state = bootstrapper.prepare_database()
bootstrapper.finalize_database(migration_state)
assert not migration_state.requires_migration()
assert migration_state.resolved_version.version == LATEST_SCHEMA_VERSION
assert migration_state.resolved_version.source == SchemaVersionSource.PRAGMA
with engine.connect() as connection:
recorded_version = SQLiteUserVersionStore().read_version(connection)
snapshot = SQLiteSchemaInspector().inspect(connection)
message_row = connection.execute(
text(
"""
SELECT session_id, processed_plain_text, additional_config, raw_content
FROM mai_messages
WHERE message_id = 'msg-1'
"""
)
).mappings().one()
tool_row = connection.execute(
text(
"""
SELECT session_id, tool_name, tool_display_prompt
FROM tool_records
WHERE tool_id = 'action-1'
"""
)
).mappings().one()
expression_row = connection.execute(
text(
"""
SELECT session_id, content_list, modified_by
FROM expressions
WHERE id = 1
"""
)
).mappings().one()
jargon_row = connection.execute(
text(
"""
SELECT session_id_dict, raw_content, inference_with_content_only
FROM jargons
WHERE id = 1
"""
)
).mappings().one()
assert recorded_version == LATEST_SCHEMA_VERSION
assert snapshot.has_table("__legacy_v1_messages")
assert snapshot.has_table("chat_sessions")
assert snapshot.has_table("mai_messages")
assert snapshot.has_table("tool_records")
assert not snapshot.has_table("action_records")
assert not snapshot.has_column("mai_messages", "display_message")
unpacked_raw_content = msgpack.unpackb(message_row["raw_content"], raw=False)
additional_config = json.loads(message_row["additional_config"])
expression_content_list = json.loads(expression_row["content_list"])
jargon_session_id_dict = json.loads(jargon_row["session_id_dict"])
jargon_raw_content = json.loads(jargon_row["raw_content"])
assert message_row["session_id"] == "session-1"
assert message_row["processed_plain_text"] == "你好"
assert unpacked_raw_content == [{"type": "text", "data": "你好呀"}]
assert additional_config == {"priority_mode": "high", "source": "legacy"}
assert tool_row["session_id"] == "session-1"
assert tool_row["tool_name"] == "search"
assert tool_row["tool_display_prompt"] == "执行搜索"
assert expression_row["session_id"] == "session-1"
assert expression_row["modified_by"] == "AI"
assert expression_content_list == ["你好呀", "早上好"]
assert jargon_session_id_dict == {"session-1": 5}
assert jargon_raw_content == ["上分"]
assert jargon_row["inference_with_content_only"] == '{"guess":"content"}'
def test_legacy_v1_migration_reports_table_progress(tmp_path: Path) -> None:
"""旧版迁移步骤应按目标表数量推进总进度。"""
engine = _create_sqlite_engine(tmp_path / "legacy_progress.db")
reporter_instances: List[FakeMigrationProgressReporter] = []
def _build_reporter() -> BaseMigrationProgressReporter:
"""构建测试用进度上报器。
Returns:
BaseMigrationProgressReporter: 测试用进度上报器实例。
"""
reporter = FakeMigrationProgressReporter()
reporter_instances.append(reporter)
return reporter
with engine.begin() as connection:
_create_legacy_v1_schema_with_sample_data(connection)
manager = DatabaseMigrationManager(
engine=engine,
registry=build_default_migration_registry(),
resolver=build_default_schema_version_resolver(),
progress_reporter_factory=_build_reporter,
)
migration_plan = manager.migrate(target_version=LATEST_SCHEMA_VERSION)
assert migration_plan.step_count() == 3
assert len(reporter_instances) == 3
reporter_events = reporter_instances[0].events
assert reporter_events[0] == ("open", None, None, None)
assert reporter_events[1] == ("start", 6, 12, "总迁移进度")
assert reporter_events[-1] == ("close", None, None, None)
assert reporter_events.count(("advance", 1, 0, None)) == 6
assert reporter_events.count(("advance", 0, 1, "chat_sessions")) == 1
assert reporter_events.count(("advance", 0, 1, "thinking_questions")) == 1
assert len([event for event in reporter_events if event[0] == "advance"]) == 18
def test_initialize_database_calls_bootstrapper_before_create_all(
monkeypatch: pytest.MonkeyPatch,
tmp_path: Path,
) -> None:
"""数据库初始化入口应先准备迁移,再建表、补迁移并收尾。"""
call_order: List[str] = []
def _fake_prepare_database() -> DatabaseMigrationState:
"""返回测试用迁移状态。
Returns:
DatabaseMigrationState: 不包含迁移步骤的测试状态。
"""
call_order.append("prepare_database")
return DatabaseMigrationState(
resolved_version=ResolvedSchemaVersion(version=0, source=SchemaVersionSource.EMPTY_DATABASE),
target_version=LATEST_SCHEMA_VERSION,
plan=MigrationPlan(
current_version=EMPTY_SCHEMA_VERSION,
target_version=LATEST_SCHEMA_VERSION,
steps=[],
),
)
def _fake_create_all(bind) -> None:
"""记录建表调用。
Args:
bind: 传入的数据库绑定对象。
"""
del bind
call_order.append("create_all")
def _fake_finalize_database(migration_state: DatabaseMigrationState) -> None:
"""记录迁移收尾调用。
Args:
migration_state: 当前数据库迁移状态。
"""
del migration_state
call_order.append("finalize_database")
monkeypatch.setattr(database_module, "_db_initialized", False)
monkeypatch.setattr(database_module, "_DB_DIR", tmp_path / "data")
monkeypatch.setattr(database_module._migration_bootstrapper, "prepare_database", _fake_prepare_database)
monkeypatch.setattr(database_module._migration_bootstrapper, "finalize_database", _fake_finalize_database)
monkeypatch.setattr(database_module.SQLModel.metadata, "create_all", _fake_create_all)
database_module.initialize_database()
assert call_order == [
"prepare_database",
"create_all",
"finalize_database",
]