llama-stack-mirror/tests/unit/utils/sqlstore/test_sqlstore.py
ehhuang 15f630e5da
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feat: support pagination in inference/responses stores (#2397)
# What does this PR do?


## Test Plan
added unit tests
2025-06-16 22:43:35 -07:00

390 lines
14 KiB
Python

# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import time
from tempfile import TemporaryDirectory
import pytest
from llama_stack.providers.utils.sqlstore.api import ColumnType
from llama_stack.providers.utils.sqlstore.sqlalchemy_sqlstore import SqlAlchemySqlStoreImpl
from llama_stack.providers.utils.sqlstore.sqlstore import SqliteSqlStoreConfig
@pytest.mark.asyncio
async def test_sqlite_sqlstore():
with TemporaryDirectory() as tmp_dir:
db_name = "test.db"
sqlstore = SqlAlchemySqlStoreImpl(
SqliteSqlStoreConfig(
db_path=tmp_dir + "/" + db_name,
)
)
await sqlstore.create_table(
table="test",
schema={
"id": ColumnType.INTEGER,
"name": ColumnType.STRING,
},
)
await sqlstore.insert("test", {"id": 1, "name": "test"})
await sqlstore.insert("test", {"id": 12, "name": "test12"})
result = await sqlstore.fetch_all("test")
assert result.data == [{"id": 1, "name": "test"}, {"id": 12, "name": "test12"}]
assert result.has_more is False
row = await sqlstore.fetch_one("test", {"id": 1})
assert row == {"id": 1, "name": "test"}
row = await sqlstore.fetch_one("test", {"name": "test12"})
assert row == {"id": 12, "name": "test12"}
# order by
result = await sqlstore.fetch_all("test", order_by=[("id", "asc")])
assert result.data == [{"id": 1, "name": "test"}, {"id": 12, "name": "test12"}]
result = await sqlstore.fetch_all("test", order_by=[("id", "desc")])
assert result.data == [{"id": 12, "name": "test12"}, {"id": 1, "name": "test"}]
# limit
result = await sqlstore.fetch_all("test", limit=1)
assert result.data == [{"id": 1, "name": "test"}]
assert result.has_more is True
# update
await sqlstore.update("test", {"name": "test123"}, {"id": 1})
row = await sqlstore.fetch_one("test", {"id": 1})
assert row == {"id": 1, "name": "test123"}
# delete
await sqlstore.delete("test", {"id": 1})
result = await sqlstore.fetch_all("test")
assert result.data == [{"id": 12, "name": "test12"}]
assert result.has_more is False
@pytest.mark.asyncio
async def test_sqlstore_pagination_basic():
"""Test basic pagination functionality at the SQL store level."""
with TemporaryDirectory() as tmp_dir:
db_path = tmp_dir + "/test.db"
store = SqlAlchemySqlStoreImpl(SqliteSqlStoreConfig(db_path=db_path))
# Create test table
await store.create_table(
"test_records",
{
"id": ColumnType.STRING,
"created_at": ColumnType.INTEGER,
"name": ColumnType.STRING,
},
)
# Insert test data
base_time = int(time.time())
test_data = [
{"id": "zebra", "created_at": base_time + 1, "name": "First"},
{"id": "apple", "created_at": base_time + 2, "name": "Second"},
{"id": "moon", "created_at": base_time + 3, "name": "Third"},
{"id": "banana", "created_at": base_time + 4, "name": "Fourth"},
{"id": "car", "created_at": base_time + 5, "name": "Fifth"},
]
for record in test_data:
await store.insert("test_records", record)
# Test 1: First page (no cursor)
result = await store.fetch_all(
table="test_records",
order_by=[("created_at", "desc")],
limit=2,
)
assert len(result.data) == 2
assert result.data[0]["id"] == "car" # Most recent first
assert result.data[1]["id"] == "banana"
assert result.has_more is True
# Test 2: Second page using cursor
result2 = await store.fetch_all(
table="test_records",
order_by=[("created_at", "desc")],
cursor=("id", "banana"),
limit=2,
)
assert len(result2.data) == 2
assert result2.data[0]["id"] == "moon"
assert result2.data[1]["id"] == "apple"
assert result2.has_more is True
# Test 3: Final page
result3 = await store.fetch_all(
table="test_records",
order_by=[("created_at", "desc")],
cursor=("id", "apple"),
limit=2,
)
assert len(result3.data) == 1
assert result3.data[0]["id"] == "zebra"
assert result3.has_more is False
@pytest.mark.asyncio
async def test_sqlstore_pagination_with_filter():
"""Test pagination with WHERE conditions."""
with TemporaryDirectory() as tmp_dir:
db_path = tmp_dir + "/test.db"
store = SqlAlchemySqlStoreImpl(SqliteSqlStoreConfig(db_path=db_path))
# Create test table
await store.create_table(
"test_records",
{
"id": ColumnType.STRING,
"created_at": ColumnType.INTEGER,
"category": ColumnType.STRING,
},
)
# Insert test data with categories
base_time = int(time.time())
test_data = [
{"id": "xyz", "created_at": base_time + 1, "category": "A"},
{"id": "def", "created_at": base_time + 2, "category": "B"},
{"id": "pqr", "created_at": base_time + 3, "category": "A"},
{"id": "abc", "created_at": base_time + 4, "category": "B"},
]
for record in test_data:
await store.insert("test_records", record)
# Test pagination with filter
result = await store.fetch_all(
table="test_records",
where={"category": "A"},
order_by=[("created_at", "desc")],
limit=1,
)
assert len(result.data) == 1
assert result.data[0]["id"] == "pqr" # Most recent category A
assert result.has_more is True
# Second page with filter
result2 = await store.fetch_all(
table="test_records",
where={"category": "A"},
order_by=[("created_at", "desc")],
cursor=("id", "pqr"),
limit=1,
)
assert len(result2.data) == 1
assert result2.data[0]["id"] == "xyz"
assert result2.has_more is False
@pytest.mark.asyncio
async def test_sqlstore_pagination_ascending_order():
"""Test pagination with ascending order."""
with TemporaryDirectory() as tmp_dir:
db_path = tmp_dir + "/test.db"
store = SqlAlchemySqlStoreImpl(SqliteSqlStoreConfig(db_path=db_path))
# Create test table
await store.create_table(
"test_records",
{
"id": ColumnType.STRING,
"created_at": ColumnType.INTEGER,
},
)
# Insert test data
base_time = int(time.time())
test_data = [
{"id": "gamma", "created_at": base_time + 1},
{"id": "alpha", "created_at": base_time + 2},
{"id": "beta", "created_at": base_time + 3},
]
for record in test_data:
await store.insert("test_records", record)
# Test ascending order
result = await store.fetch_all(
table="test_records",
order_by=[("created_at", "asc")],
limit=1,
)
assert len(result.data) == 1
assert result.data[0]["id"] == "gamma" # Oldest first
assert result.has_more is True
# Second page with ascending order
result2 = await store.fetch_all(
table="test_records",
order_by=[("created_at", "asc")],
cursor=("id", "gamma"),
limit=1,
)
assert len(result2.data) == 1
assert result2.data[0]["id"] == "alpha"
assert result2.has_more is True
@pytest.mark.asyncio
async def test_sqlstore_pagination_multi_column_ordering_error():
"""Test that multi-column ordering raises an error when using cursor pagination."""
with TemporaryDirectory() as tmp_dir:
db_path = tmp_dir + "/test.db"
store = SqlAlchemySqlStoreImpl(SqliteSqlStoreConfig(db_path=db_path))
# Create test table
await store.create_table(
"test_records",
{
"id": ColumnType.STRING,
"priority": ColumnType.INTEGER,
"created_at": ColumnType.INTEGER,
},
)
await store.insert("test_records", {"id": "task1", "priority": 1, "created_at": 12345})
# Test that multi-column ordering with cursor raises error
with pytest.raises(ValueError, match="Cursor pagination only supports single-column ordering, got 2 columns"):
await store.fetch_all(
table="test_records",
order_by=[("priority", "asc"), ("created_at", "desc")],
cursor=("id", "task1"),
limit=2,
)
# Test that multi-column ordering without cursor works fine
result = await store.fetch_all(
table="test_records",
order_by=[("priority", "asc"), ("created_at", "desc")],
limit=2,
)
assert len(result.data) == 1
assert result.data[0]["id"] == "task1"
@pytest.mark.asyncio
async def test_sqlstore_pagination_cursor_requires_order_by():
"""Test that cursor pagination requires order_by parameter."""
with TemporaryDirectory() as tmp_dir:
db_path = tmp_dir + "/test.db"
store = SqlAlchemySqlStoreImpl(SqliteSqlStoreConfig(db_path=db_path))
await store.create_table("test_records", {"id": ColumnType.STRING})
await store.insert("test_records", {"id": "task1"})
# Test that cursor without order_by raises error
with pytest.raises(ValueError, match="order_by is required when using cursor pagination"):
await store.fetch_all(
table="test_records",
cursor=("id", "task1"),
)
@pytest.mark.asyncio
async def test_sqlstore_pagination_error_handling():
"""Test error handling for invalid columns and cursor IDs."""
with TemporaryDirectory() as tmp_dir:
db_path = tmp_dir + "/test.db"
store = SqlAlchemySqlStoreImpl(SqliteSqlStoreConfig(db_path=db_path))
# Create test table
await store.create_table(
"test_records",
{
"id": ColumnType.STRING,
"name": ColumnType.STRING,
},
)
await store.insert("test_records", {"id": "test1", "name": "Test"})
# Test invalid cursor tuple format
with pytest.raises(ValueError, match="Cursor must be a tuple of"):
await store.fetch_all(
table="test_records",
order_by=[("name", "asc")],
cursor="invalid", # Should be tuple
)
# Test invalid cursor_key_column
with pytest.raises(ValueError, match="Cursor key column 'nonexistent' not found in table"):
await store.fetch_all(
table="test_records",
order_by=[("name", "asc")],
cursor=("nonexistent", "test1"),
)
# Test invalid order_by column
with pytest.raises(ValueError, match="Column 'invalid_col' not found in table"):
await store.fetch_all(
table="test_records",
order_by=[("invalid_col", "asc")],
)
# Test nonexistent cursor_id
with pytest.raises(ValueError, match="Record with id='nonexistent' not found in table"):
await store.fetch_all(
table="test_records",
order_by=[("name", "asc")],
cursor=("id", "nonexistent"),
)
@pytest.mark.asyncio
async def test_sqlstore_pagination_custom_key_column():
"""Test pagination with custom primary key column (not 'id')."""
with TemporaryDirectory() as tmp_dir:
db_path = tmp_dir + "/test.db"
store = SqlAlchemySqlStoreImpl(SqliteSqlStoreConfig(db_path=db_path))
# Create test table with custom primary key
await store.create_table(
"custom_table",
{
"uuid": ColumnType.STRING,
"timestamp": ColumnType.INTEGER,
"data": ColumnType.STRING,
},
)
# Insert test data
base_time = int(time.time())
test_data = [
{"uuid": "uuid-alpha", "timestamp": base_time + 1, "data": "First"},
{"uuid": "uuid-beta", "timestamp": base_time + 2, "data": "Second"},
{"uuid": "uuid-gamma", "timestamp": base_time + 3, "data": "Third"},
]
for record in test_data:
await store.insert("custom_table", record)
# Test pagination with custom key column
result = await store.fetch_all(
table="custom_table",
order_by=[("timestamp", "desc")],
limit=2,
)
assert len(result.data) == 2
assert result.data[0]["uuid"] == "uuid-gamma" # Most recent
assert result.data[1]["uuid"] == "uuid-beta"
assert result.has_more is True
# Second page using custom key column
result2 = await store.fetch_all(
table="custom_table",
order_by=[("timestamp", "desc")],
cursor=("uuid", "uuid-beta"), # Use uuid as key column
limit=2,
)
assert len(result2.data) == 1
assert result2.data[0]["uuid"] == "uuid-alpha"
assert result2.has_more is False