test_sqlalchemy_session.py

from __future__ import annotations

import asyncio
import json
import threading
from collections.abc import Iterable, Sequence
from contextlib import asynccontextmanager
from datetime import datetime, timedelta
from typing import Any, cast

import pytest
from openai.types.responses.response_output_message_param import ResponseOutputMessageParam
from openai.types.responses.response_output_text_param import ResponseOutputTextParam
from openai.types.responses.response_reasoning_item_param import (
    ResponseReasoningItemParam,
    Summary,
)
from sqlalchemy import select, text, update
from sqlalchemy.ext.asyncio import AsyncEngine, create_async_engine
from sqlalchemy.sql import Select

pytest.importorskip("sqlalchemy")  # Skip tests if SQLAlchemy is not installed

from agents import Agent, Runner, TResponseInputItem
from agents.extensions.memory.sqlalchemy_session import SQLAlchemySession
from tests.fake_model import FakeModel
from tests.test_responses import get_text_message

# Mark all tests in this file as asyncio
pytestmark = pytest.mark.asyncio

# Use in-memory SQLite for tests
DB_URL = "sqlite+aiosqlite:///:memory:"


def _make_message_item(item_id: str, text_value: str) -> TResponseInputItem:
    content: ResponseOutputTextParam = {
        "type": "output_text",
        "text": text_value,
        "annotations": [],
        "logprobs": [],
    }
    message: ResponseOutputMessageParam = {
        "id": item_id,
        "type": "message",
        "role": "assistant",
        "status": "completed",
        "content": [content],
    }
    return cast(TResponseInputItem, message)


def _make_reasoning_item(item_id: str, summary_text: str) -> TResponseInputItem:
    summary: Summary = {"type": "summary_text", "text": summary_text}
    reasoning: ResponseReasoningItemParam = {
        "id": item_id,
        "type": "reasoning",
        "summary": [summary],
    }
    return cast(TResponseInputItem, reasoning)


def _item_ids(items: Sequence[TResponseInputItem]) -> list[str]:
    result: list[str] = []
    for item in items:
        item_dict = cast(dict[str, Any], item)
        result.append(cast(str, item_dict["id"]))
    return result


@pytest.fixture
def agent() -> Agent:
    """Fixture for a basic agent with a fake model."""
    return Agent(name="test", model=FakeModel())


async def test_sqlalchemy_session_direct_ops(agent: Agent):
    """Test direct database operations of SQLAlchemySession."""
    session_id = "direct_ops_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    # 1. Add items
    items: list[TResponseInputItem] = [
        {"role": "user", "content": "Hello"},
        {"role": "assistant", "content": "Hi there!"},
    ]
    await session.add_items(items)

    # 2. Get items and verify
    retrieved = await session.get_items()
    assert len(retrieved) == 2
    assert retrieved[0].get("content") == "Hello"
    assert retrieved[1].get("content") == "Hi there!"

    # 3. Pop item
    popped = await session.pop_item()
    assert popped is not None
    assert popped.get("content") == "Hi there!"
    retrieved_after_pop = await session.get_items()
    assert len(retrieved_after_pop) == 1
    assert retrieved_after_pop[0].get("content") == "Hello"

    # 4. Clear session
    await session.clear_session()
    retrieved_after_clear = await session.get_items()
    assert len(retrieved_after_clear) == 0


async def test_runner_integration(agent: Agent):
    """Test that SQLAlchemySession works correctly with the agent Runner."""
    session_id = "runner_integration_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    # First turn
    assert isinstance(agent.model, FakeModel)
    agent.model.set_next_output([get_text_message("San Francisco")])
    result1 = await Runner.run(
        agent,
        "What city is the Golden Gate Bridge in?",
        session=session,
    )
    assert result1.final_output == "San Francisco"

    # Second turn
    agent.model.set_next_output([get_text_message("California")])
    result2 = await Runner.run(agent, "What state is it in?", session=session)
    assert result2.final_output == "California"

    # Verify history was passed to the model on the second turn
    last_input = agent.model.last_turn_args["input"]
    assert len(last_input) > 1
    assert any("Golden Gate Bridge" in str(item.get("content", "")) for item in last_input)


async def test_session_isolation(agent: Agent):
    """Test that different session IDs result in isolated conversation histories."""
    session_id_1 = "session_1"
    session1 = SQLAlchemySession.from_url(session_id_1, url=DB_URL, create_tables=True)

    session_id_2 = "session_2"
    session2 = SQLAlchemySession.from_url(session_id_2, url=DB_URL, create_tables=True)

    # Interact with session 1
    assert isinstance(agent.model, FakeModel)
    agent.model.set_next_output([get_text_message("I like cats.")])
    await Runner.run(agent, "I like cats.", session=session1)

    # Interact with session 2
    agent.model.set_next_output([get_text_message("I like dogs.")])
    await Runner.run(agent, "I like dogs.", session=session2)

    # Go back to session 1 and check its memory
    agent.model.set_next_output([get_text_message("You said you like cats.")])
    result = await Runner.run(agent, "What animal did I say I like?", session=session1)
    assert "cats" in result.final_output.lower()
    assert "dogs" not in result.final_output.lower()


async def test_get_items_with_limit(agent: Agent):
    """Test the limit parameter in get_items."""
    session_id = "limit_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    items: list[TResponseInputItem] = [
        {"role": "user", "content": "1"},
        {"role": "assistant", "content": "2"},
        {"role": "user", "content": "3"},
        {"role": "assistant", "content": "4"},
    ]
    await session.add_items(items)

    # Get last 2 items
    latest_2 = await session.get_items(limit=2)
    assert len(latest_2) == 2
    assert latest_2[0].get("content") == "3"
    assert latest_2[1].get("content") == "4"

    # Get all items
    all_items = await session.get_items()
    assert len(all_items) == 4

    # Get more than available
    more_than_all = await session.get_items(limit=10)
    assert len(more_than_all) == 4


async def test_pop_from_empty_session():
    """Test that pop_item returns None on an empty session."""
    session = SQLAlchemySession.from_url("empty_session", url=DB_URL, create_tables=True)
    popped = await session.pop_item()
    assert popped is None


async def test_add_empty_items_list():
    """Test that adding an empty list of items is a no-op."""
    session_id = "add_empty_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    initial_items = await session.get_items()
    assert len(initial_items) == 0

    await session.add_items([])

    items_after_add = await session.get_items()
    assert len(items_after_add) == 0


async def test_add_items_concurrent_first_access_with_create_tables(tmp_path):
    """Concurrent first writes should not race table creation or drop items."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'concurrent_first_access.db'}"
    session = SQLAlchemySession.from_url(
        "concurrent_first_access",
        url=db_url,
        create_tables=True,
    )
    submitted = [f"msg-{i}" for i in range(25)]

    async def worker(content: str) -> None:
        await session.add_items([{"role": "user", "content": content}])

    results = await asyncio.gather(
        *(worker(content) for content in submitted),
        return_exceptions=True,
    )

    assert [result for result in results if isinstance(result, Exception)] == []

    stored = await session.get_items()
    assert len(stored) == len(submitted)
    stored_contents: list[str] = []
    for item in stored:
        content = item.get("content")
        assert isinstance(content, str)
        stored_contents.append(content)
    assert sorted(stored_contents) == sorted(submitted)


async def test_add_items_concurrent_first_write_after_tables_exist(tmp_path):
    """Concurrent first writes should not race parent session creation."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'concurrent_first_write.db'}"
    setup_session = SQLAlchemySession.from_url(
        "concurrent_first_write",
        url=db_url,
        create_tables=True,
    )
    await setup_session.get_items()

    session = SQLAlchemySession.from_url(
        "concurrent_first_write",
        url=db_url,
        create_tables=False,
    )
    submitted = [f"msg-{i}" for i in range(25)]

    async def worker(content: str) -> None:
        await session.add_items([{"role": "user", "content": content}])

    results = await asyncio.gather(
        *(worker(content) for content in submitted),
        return_exceptions=True,
    )

    assert [result for result in results if isinstance(result, Exception)] == []

    stored = await session.get_items()
    assert len(stored) == len(submitted)
    stored_contents: list[str] = []
    for item in stored:
        content = item.get("content")
        assert isinstance(content, str)
        stored_contents.append(content)
    assert sorted(stored_contents) == sorted(submitted)


async def test_add_items_waits_for_transient_sqlite_write_lock(tmp_path):
    """SQLite writes should wait briefly for a transient lock instead of failing."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'sqlite_write_lock_retry.db'}"
    session = SQLAlchemySession.from_url(
        "sqlite_write_lock_retry",
        url=db_url,
        create_tables=True,
    )
    await session.get_items()

    async with session.engine.connect() as conn:
        await conn.execute(text("BEGIN IMMEDIATE"))
        blocked_write = asyncio.create_task(
            session.add_items([{"role": "user", "content": "after-lock"}])
        )
        await asyncio.sleep(0.1)
        await conn.rollback()

    await asyncio.wait_for(blocked_write, timeout=5)

    stored = await session.get_items()
    assert len(stored) == 1
    assert stored[0].get("content") == "after-lock"


async def test_add_items_concurrent_first_access_across_sessions_with_shared_engine(tmp_path):
    """Concurrent first writes should not race table creation across session instances."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'concurrent_shared_engine.db'}"
    engine = create_async_engine(db_url)
    try:
        session_a = SQLAlchemySession("shared_engine_a", engine=engine, create_tables=True)
        session_b = SQLAlchemySession("shared_engine_b", engine=engine, create_tables=True)

        results = await asyncio.gather(
            session_a.add_items([{"role": "user", "content": "one"}]),
            session_b.add_items([{"role": "user", "content": "two"}]),
            return_exceptions=True,
        )

        assert [result for result in results if isinstance(result, Exception)] == []

        stored_a = await session_a.get_items()
        assert len(stored_a) == 1
        assert stored_a[0].get("content") == "one"

        stored_b = await session_b.get_items()
        assert len(stored_b) == 1
        assert stored_b[0].get("content") == "two"
    finally:
        await engine.dispose()


async def test_add_items_concurrent_first_access_across_from_url_sessions(tmp_path):
    """Concurrent first writes should not race table creation across from_url sessions."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'concurrent_from_url.db'}"
    session_a = SQLAlchemySession.from_url("from_url_a", url=db_url, create_tables=True)
    session_b = SQLAlchemySession.from_url("from_url_b", url=db_url, create_tables=True)
    try:
        results = await asyncio.gather(
            session_a.add_items([{"role": "user", "content": "one"}]),
            session_b.add_items([{"role": "user", "content": "two"}]),
            return_exceptions=True,
        )

        assert [result for result in results if isinstance(result, Exception)] == []

        stored_a = await session_a.get_items()
        assert len(stored_a) == 1
        assert stored_a[0].get("content") == "one"

        stored_b = await session_b.get_items()
        assert len(stored_b) == 1
        assert stored_b[0].get("content") == "two"
    finally:
        await session_a.engine.dispose()
        await session_b.engine.dispose()


async def test_add_items_concurrent_first_access_across_from_url_sessions_cross_loop(tmp_path):
    """Concurrent first writes should not race or hang across event loops."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'concurrent_from_url_cross_loop.db'}"
    barrier = threading.Barrier(2)
    results: list[tuple[str, str, Any]] = []
    results_lock = threading.Lock()

    def worker(session_id: str, content: str) -> None:
        async def run() -> tuple[str, Any]:
            session = SQLAlchemySession.from_url(session_id, url=db_url, create_tables=True)
            barrier.wait()
            try:
                await asyncio.wait_for(
                    session.add_items([{"role": "user", "content": content}]),
                    timeout=5,
                )
                stored = await session.get_items()
                return ("ok", stored)
            finally:
                await session.engine.dispose()

        try:
            status, payload = asyncio.run(run())
        except Exception as exc:
            status, payload = type(exc).__name__, str(exc)

        with results_lock:
            results.append((session_id, status, payload))

    threads = [
        threading.Thread(target=worker, args=("from_url_cross_loop_a", "one")),
        threading.Thread(target=worker, args=("from_url_cross_loop_b", "two")),
    ]
    for thread in threads:
        thread.start()
    for thread in threads:
        await asyncio.to_thread(thread.join)

    assert len(results) == 2
    assert [status for _, status, _ in results] == ["ok", "ok"]

    stored_by_session = {
        session_id: cast(list[TResponseInputItem], payload) for session_id, _, payload in results
    }
    assert stored_by_session["from_url_cross_loop_a"][0].get("content") == "one"
    assert stored_by_session["from_url_cross_loop_b"][0].get("content") == "two"


async def test_add_items_concurrent_first_access_with_shared_session_cross_loop(tmp_path):
    """A shared session instance should not hang when used from two event loops."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'shared_session_cross_loop.db'}"
    session = SQLAlchemySession.from_url(
        "shared_session_cross_loop",
        url=db_url,
        create_tables=True,
    )
    barrier = threading.Barrier(2)
    results: list[tuple[str, str]] = []
    results_lock = threading.Lock()

    def worker(content: str) -> None:
        async def run() -> None:
            barrier.wait()
            await asyncio.wait_for(
                session.add_items([{"role": "user", "content": content}]),
                timeout=5,
            )

        try:
            asyncio.run(run())
            status = "ok"
        except Exception as exc:
            status = type(exc).__name__

        with results_lock:
            results.append((content, status))

    threads = [
        threading.Thread(target=worker, args=("one",)),
        threading.Thread(target=worker, args=("two",)),
    ]
    try:
        for thread in threads:
            thread.start()
        for thread in threads:
            await asyncio.to_thread(thread.join)

        assert sorted(results) == [("one", "ok"), ("two", "ok")]

        stored = await session.get_items()
        stored_contents: list[str] = []
        for item in stored:
            content = item.get("content")
            assert isinstance(content, str)
            stored_contents.append(content)
        assert sorted(stored_contents) == ["one", "two"]
    finally:
        await session.engine.dispose()


async def test_add_items_cancelled_waiter_does_not_strand_table_init_lock(tmp_path):
    """Cancelling a waiting initializer must not leave the shared init lock acquired."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'cancelled_table_init_waiter.db'}"
    holder = SQLAlchemySession.from_url("holder", url=db_url, create_tables=True)
    waiter = SQLAlchemySession.from_url("waiter", url=db_url, create_tables=True)
    follower = SQLAlchemySession.from_url("follower", url=db_url, create_tables=True)

    assert holder._init_lock is waiter._init_lock
    assert waiter._init_lock is follower._init_lock
    assert holder._init_lock is not None

    acquired = holder._init_lock.acquire(blocking=False)
    assert acquired

    try:
        blocked = asyncio.create_task(waiter.add_items([{"role": "user", "content": "waiter"}]))
        await asyncio.sleep(0.05)
        blocked.cancel()
        with pytest.raises(asyncio.CancelledError):
            await blocked
    finally:
        holder._init_lock.release()

    try:
        await asyncio.wait_for(
            follower.add_items([{"role": "user", "content": "follower"}]),
            timeout=2,
        )
        stored = await follower.get_items()
        assert len(stored) == 1
        assert stored[0].get("content") == "follower"
    finally:
        await holder.engine.dispose()
        await waiter.engine.dispose()
        await follower.engine.dispose()


async def test_create_tables_false_does_not_allocate_shared_init_lock(tmp_path):
    """Sessions that skip auto-create should not populate the shared lock map."""
    db_url = f"sqlite+aiosqlite:///{tmp_path / 'no_create_tables_lock.db'}"
    before = len(SQLAlchemySession._table_init_locks)
    session = SQLAlchemySession.from_url("no_create_tables_lock", url=db_url, create_tables=False)
    try:
        assert session._init_lock is None
        assert len(SQLAlchemySession._table_init_locks) == before
    finally:
        await session.engine.dispose()


async def test_get_items_same_timestamp_consistent_order():
    """Test that items with identical timestamps keep insertion order."""
    session_id = "same_timestamp_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    older_item = _make_message_item("older_same_ts", "old")
    reasoning_item = _make_reasoning_item("rs_same_ts", "...")
    message_item = _make_message_item("msg_same_ts", "...")
    await session.add_items([older_item])
    await session.add_items([reasoning_item, message_item])

    async with session._session_factory() as sess:
        rows = await sess.execute(
            select(session._messages.c.id, session._messages.c.message_data).where(
                session._messages.c.session_id == session.session_id
            )
        )
        id_map = {
            json.loads(message_json)["id"]: row_id for row_id, message_json in rows.fetchall()
        }
        shared = datetime(2025, 10, 15, 17, 26, 39, 132483)
        older = shared - timedelta(milliseconds=1)
        await sess.execute(
            update(session._messages)
            .where(
                session._messages.c.id.in_(
                    [
                        id_map["rs_same_ts"],
                        id_map["msg_same_ts"],
                    ]
                )
            )
            .values(created_at=shared)
        )
        await sess.execute(
            update(session._messages)
            .where(session._messages.c.id == id_map["older_same_ts"])
            .values(created_at=older)
        )
        await sess.commit()

    real_factory = session._session_factory

    class FakeResult:
        def __init__(self, rows: Iterable[Any]):
            self._rows = list(rows)

        def all(self) -> list[Any]:
            return list(self._rows)

    def needs_shuffle(statement: Any) -> bool:
        if not isinstance(statement, Select):
            return False
        orderings = list(statement._order_by_clause)
        if not orderings:
            return False
        id_asc = session._messages.c.id.asc()
        id_desc = session._messages.c.id.desc()

        def references_id(clause) -> bool:
            try:
                return bool(clause.compare(id_asc) or clause.compare(id_desc))
            except AttributeError:
                return False

        if any(references_id(clause) for clause in orderings):
            return False
        # Only shuffle queries that target the messages table.
        target_tables: set[str] = set()
        for from_clause in statement.get_final_froms():
            name_attr = getattr(from_clause, "name", None)
            if isinstance(name_attr, str):
                target_tables.add(name_attr)
        table_name_obj = getattr(session._messages, "name", "")
        table_name = table_name_obj if isinstance(table_name_obj, str) else ""
        return bool(table_name in target_tables)

    @asynccontextmanager
    async def shuffled_session():
        async with real_factory() as inner:
            original_execute = inner.execute

            async def execute_with_shuffle(statement: Any, *args: Any, **kwargs: Any) -> Any:
                result = await original_execute(statement, *args, **kwargs)
                if needs_shuffle(statement):
                    rows = result.all()
                    shuffled = list(rows)
                    shuffled.reverse()
                    return FakeResult(shuffled)
                return result

            cast(Any, inner).execute = execute_with_shuffle
            try:
                yield inner
            finally:
                cast(Any, inner).execute = original_execute

    session._session_factory = cast(Any, shuffled_session)
    try:
        retrieved = await session.get_items()
        assert _item_ids(retrieved) == ["older_same_ts", "rs_same_ts", "msg_same_ts"]

        latest_two = await session.get_items(limit=2)
        assert _item_ids(latest_two) == ["rs_same_ts", "msg_same_ts"]
    finally:
        session._session_factory = real_factory


async def test_pop_item_same_timestamp_returns_latest():
    """Test that pop_item returns the newest item when timestamps tie."""
    session_id = "same_timestamp_pop_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    reasoning_item = _make_reasoning_item("rs_pop_same_ts", "...")
    message_item = _make_message_item("msg_pop_same_ts", "...")
    await session.add_items([reasoning_item, message_item])

    async with session._session_factory() as sess:
        await sess.execute(
            text(
                "UPDATE agent_messages SET created_at = :created_at WHERE session_id = :session_id"
            ),
            {
                "created_at": "2025-10-15 17:26:39.132483",
                "session_id": session.session_id,
            },
        )
        await sess.commit()

    popped = await session.pop_item()
    assert popped is not None
    assert cast(dict[str, Any], popped)["id"] == "msg_pop_same_ts"

    remaining = await session.get_items()
    assert _item_ids(remaining) == ["rs_pop_same_ts"]


async def test_get_items_orders_by_id_for_ties():
    """Test that get_items adds id ordering to break timestamp ties."""
    session_id = "order_by_id_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    await session.add_items(
        [
            _make_reasoning_item("rs_first", "..."),
            _make_message_item("msg_second", "..."),
        ]
    )

    real_factory = session._session_factory
    recorded: list[Any] = []

    @asynccontextmanager
    async def wrapped_session():
        async with real_factory() as inner:
            original_execute = inner.execute

            async def recording_execute(statement: Any, *args: Any, **kwargs: Any) -> Any:
                recorded.append(statement)
                return await original_execute(statement, *args, **kwargs)

            cast(Any, inner).execute = recording_execute
            try:
                yield inner
            finally:
                cast(Any, inner).execute = original_execute

    session._session_factory = cast(Any, wrapped_session)
    try:
        retrieved_full = await session.get_items()
        retrieved_limited = await session.get_items(limit=2)
    finally:
        session._session_factory = real_factory

    assert len(recorded) >= 2
    orderings_full = [str(clause) for clause in recorded[0]._order_by_clause]
    assert orderings_full == [
        "agent_messages.created_at ASC",
        "agent_messages.id ASC",
    ]

    orderings_limited = [str(clause) for clause in recorded[1]._order_by_clause]
    assert orderings_limited == [
        "agent_messages.created_at DESC",
        "agent_messages.id DESC",
    ]

    assert _item_ids(retrieved_full) == ["rs_first", "msg_second"]
    assert _item_ids(retrieved_limited) == ["rs_first", "msg_second"]


async def test_engine_property_from_url():
    """Test that the engine property returns the AsyncEngine from from_url."""
    session_id = "engine_property_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    # Verify engine property returns an AsyncEngine instance
    assert isinstance(session.engine, AsyncEngine)

    # Verify we can use the engine for advanced operations
    # For example, check pool status
    assert session.engine.pool is not None

    # Verify we can manually dispose the engine
    await session.engine.dispose()


async def test_engine_property_from_external_engine():
    """Test that the engine property returns the external engine."""
    session_id = "external_engine_test"

    # Create engine externally
    external_engine = create_async_engine(DB_URL)

    # Create session with external engine
    session = SQLAlchemySession(session_id, engine=external_engine, create_tables=True)

    # Verify engine property returns the same engine instance
    assert session.engine is external_engine

    # Verify we can use the engine
    assert isinstance(session.engine, AsyncEngine)

    # Clean up - user is responsible for disposing external engine
    await external_engine.dispose()


async def test_engine_property_is_read_only():
    """Test that the engine property cannot be modified."""
    session_id = "readonly_engine_test"
    session = SQLAlchemySession.from_url(session_id, url=DB_URL, create_tables=True)

    # Verify engine property exists
    assert hasattr(session, "engine")

    # Verify it's a property (read-only, cannot be set)
    # Type ignore needed because mypy correctly detects this is read-only
    with pytest.raises(AttributeError):
        session.engine = create_async_engine(DB_URL)  # type: ignore[misc]

    # Clean up
    await session.engine.dispose()


async def test_session_settings_default():
    """Test that session_settings defaults to empty SessionSettings."""
    from agents.memory import SessionSettings

    session = SQLAlchemySession.from_url("default_settings_test", url=DB_URL, create_tables=True)

    # Should have default SessionSettings
    assert isinstance(session.session_settings, SessionSettings)
    assert session.session_settings.limit is None


async def test_session_settings_from_url():
    """Test passing session_settings via from_url."""
    from agents.memory import SessionSettings

    session = SQLAlchemySession.from_url(
        "from_url_settings_test",
        url=DB_URL,
        create_tables=True,
        session_settings=SessionSettings(limit=5),
    )

    assert session.session_settings is not None
    assert session.session_settings.limit == 5


async def test_get_items_uses_session_settings_limit():
    """Test that get_items uses session_settings.limit as default."""
    from agents.memory import SessionSettings

    session = SQLAlchemySession.from_url(
        "uses_settings_limit_test",
        url=DB_URL,
        create_tables=True,
        session_settings=SessionSettings(limit=3),
    )

    # Add 5 items
    items: list[TResponseInputItem] = [
        {"role": "user", "content": f"Message {i}"} for i in range(5)
    ]
    await session.add_items(items)

    # get_items() with no limit should use session_settings.limit=3
    retrieved = await session.get_items()
    assert len(retrieved) == 3
    # Should get the last 3 items
    assert retrieved[0].get("content") == "Message 2"
    assert retrieved[1].get("content") == "Message 3"
    assert retrieved[2].get("content") == "Message 4"


async def test_get_items_explicit_limit_overrides_session_settings():
    """Test that explicit limit parameter overrides session_settings."""
    from agents.memory import SessionSettings

    session = SQLAlchemySession.from_url(
        "explicit_override_test",
        url=DB_URL,
        create_tables=True,
        session_settings=SessionSettings(limit=5),
    )

    # Add 10 items
    items: list[TResponseInputItem] = [
        {"role": "user", "content": f"Message {i}"} for i in range(10)
    ]
    await session.add_items(items)

    # Explicit limit=2 should override session_settings.limit=5
    retrieved = await session.get_items(limit=2)
    assert len(retrieved) == 2
    assert retrieved[0].get("content") == "Message 8"
    assert retrieved[1].get("content") == "Message 9"


async def test_session_settings_resolve():
    """Test SessionSettings.resolve() method."""
    from agents.memory import SessionSettings

    base = SessionSettings(limit=100)
    override = SessionSettings(limit=50)

    final = base.resolve(override)

    assert final.limit == 50  # Override wins
    assert base.limit == 100  # Original unchanged

    # Resolving with None returns self
    final_none = base.resolve(None)
    assert final_none.limit == 100


async def test_runner_with_session_settings_override(agent: Agent):
    """Test that RunConfig can override session's default settings."""
    from agents import RunConfig
    from agents.memory import SessionSettings

    # Session with default limit=100
    session = SQLAlchemySession.from_url(
        "runner_override_test",
        url=DB_URL,
        create_tables=True,
        session_settings=SessionSettings(limit=100),
    )

    # Add some history
    items: list[TResponseInputItem] = [{"role": "user", "content": f"Turn {i}"} for i in range(10)]
    await session.add_items(items)

    # Use RunConfig to override limit to 2
    assert isinstance(agent.model, FakeModel)
    agent.model.set_next_output([get_text_message("Got it")])

    await Runner.run(
        agent,
        "New question",
        session=session,
        run_config=RunConfig(
            session_settings=SessionSettings(limit=2)  # Override to 2
        ),
    )

    # Verify the agent received only the last 2 history items + new question
    last_input = agent.model.last_turn_args["input"]
    # Filter out the new "New question" input
    history_items = [item for item in last_input if item.get("content") != "New question"]
    # Should have 2 history items (last two from the 10 we added)
    assert len(history_items) == 2