sqlite-utils/tests/test_list_mode.py

288 lines
8.6 KiB
Python

"""
Tests for list-based iteration in insert_all and upsert_all
"""
import pytest
from sqlite_utils import Database
def test_insert_all_list_mode_basic():
"""Test basic insert_all with list-based iteration"""
db = Database(memory=True)
def data_generator():
# First yield column names
yield ["id", "name", "age"]
# Then yield data rows
yield [1, "Alice", 30]
yield [2, "Bob", 25]
yield [3, "Charlie", 35]
db["people"].insert_all(data_generator())
rows = list(db["people"].rows)
assert len(rows) == 3
assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
assert rows[1] == {"id": 2, "name": "Bob", "age": 25}
assert rows[2] == {"id": 3, "name": "Charlie", "age": 35}
def test_insert_all_list_mode_with_pk():
"""Test insert_all with list mode and primary key"""
db = Database(memory=True)
def data_generator():
yield ["id", "name", "score"]
yield [1, "Alice", 95]
yield [2, "Bob", 87]
db["scores"].insert_all(data_generator(), pk="id")
assert db["scores"].pks == ["id"]
rows = list(db["scores"].rows)
assert len(rows) == 2
def test_upsert_all_list_mode():
"""Test upsert_all with list-based iteration"""
db = Database(memory=True)
# Initial insert
def initial_data():
yield ["id", "name", "value"]
yield [1, "Alice", 100]
yield [2, "Bob", 200]
db["data"].insert_all(initial_data(), pk="id")
# Upsert with some updates and new records
def upsert_data():
yield ["id", "name", "value"]
yield [1, "Alice", 150] # Update existing
yield [3, "Charlie", 300] # Insert new
db["data"].upsert_all(upsert_data(), pk="id")
rows = list(db["data"].rows_where(order_by="id"))
assert len(rows) == 3
assert rows[0] == {"id": 1, "name": "Alice", "value": 150}
assert rows[1] == {"id": 2, "name": "Bob", "value": 200}
assert rows[2] == {"id": 3, "name": "Charlie", "value": 300}
def test_list_mode_with_various_types():
"""Test list mode with different data types"""
db = Database(memory=True)
def data_generator():
yield ["id", "name", "score", "active"]
yield [1, "Alice", 95.5, True]
yield [2, "Bob", 87.3, False]
yield [3, "Charlie", None, True]
db["mixed"].insert_all(data_generator())
rows = list(db["mixed"].rows)
assert len(rows) == 3
assert rows[0]["score"] == 95.5
assert rows[1]["active"] == 0 # SQLite stores boolean as int
assert rows[2]["score"] is None
def test_list_mode_error_non_string_columns():
"""Test that non-string column names raise an error"""
db = Database(memory=True)
def bad_data():
yield [1, 2, 3] # Non-string column names
yield ["a", "b", "c"]
with pytest.raises(ValueError, match="must be a list of column name strings"):
db["bad"].insert_all(bad_data())
def test_list_mode_error_mixed_types():
"""Test that mixing list and dict raises an error"""
db = Database(memory=True)
def bad_data():
yield ["id", "name"]
yield {"id": 1, "name": "Alice"} # Should be a list, not dict
with pytest.raises(ValueError, match="must also be lists"):
db["bad"].insert_all(bad_data())
def test_list_mode_empty_after_headers():
"""Test that only headers without data works gracefully"""
db = Database(memory=True)
def data_generator():
yield ["id", "name", "age"]
# No data rows
result = db["people"].insert_all(data_generator())
assert result is not None
assert not db["people"].exists()
def test_list_mode_batch_processing():
"""Test list mode with large dataset requiring batching"""
db = Database(memory=True)
def large_data():
yield ["id", "value"]
for i in range(1000):
yield [i, f"value_{i}"]
db["large"].insert_all(large_data(), batch_size=100)
count = db.execute("SELECT COUNT(*) as c FROM large").fetchone()[0]
assert count == 1000
def test_list_mode_shorter_rows():
"""Test that rows shorter than column list get NULL values"""
db = Database(memory=True)
def data_generator():
yield ["id", "name", "age", "city"]
yield [1, "Alice", 30, "NYC"]
yield [2, "Bob"] # Missing age and city
yield [3, "Charlie", 35] # Missing city
db["people"].insert_all(data_generator())
rows = list(db["people"].rows_where(order_by="id"))
assert rows[0] == {"id": 1, "name": "Alice", "age": 30, "city": "NYC"}
assert rows[1] == {"id": 2, "name": "Bob", "age": None, "city": None}
assert rows[2] == {"id": 3, "name": "Charlie", "age": 35, "city": None}
def test_backwards_compatibility_dict_mode():
"""Ensure dict mode still works (backward compatibility)"""
db = Database(memory=True)
# Traditional dict-based insert
data = [
{"id": 1, "name": "Alice", "age": 30},
{"id": 2, "name": "Bob", "age": 25},
]
db["people"].insert_all(data)
rows = list(db["people"].rows)
assert len(rows) == 2
assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
def test_insert_all_tuple_mode_basic():
"""Test basic insert_all with tuple-based iteration"""
db = Database(memory=True)
def data_generator():
# First yield column names as tuple
yield ("id", "name", "age")
# Then yield data rows as tuples
yield (1, "Alice", 30)
yield (2, "Bob", 25)
yield (3, "Charlie", 35)
db["people"].insert_all(data_generator())
rows = list(db["people"].rows)
assert len(rows) == 3
assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
assert rows[1] == {"id": 2, "name": "Bob", "age": 25}
assert rows[2] == {"id": 3, "name": "Charlie", "age": 35}
def test_insert_all_mixed_list_tuple():
"""Test insert_all with mixed lists and tuples for data rows"""
db = Database(memory=True)
def data_generator():
# Column names as list
yield ["id", "name", "age"]
# Mix of list and tuple data rows
yield [1, "Alice", 30]
yield (2, "Bob", 25)
yield [3, "Charlie", 35]
yield (4, "Diana", 40)
db["people"].insert_all(data_generator())
rows = list(db["people"].rows)
assert len(rows) == 4
assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
assert rows[1] == {"id": 2, "name": "Bob", "age": 25}
assert rows[2] == {"id": 3, "name": "Charlie", "age": 35}
assert rows[3] == {"id": 4, "name": "Diana", "age": 40}
def test_upsert_all_tuple_mode():
"""Test upsert_all with tuple-based iteration"""
db = Database(memory=True)
# Initial insert with tuples
def initial_data():
yield ("id", "name", "value")
yield (1, "Alice", 100)
yield (2, "Bob", 200)
db["data"].insert_all(initial_data(), pk="id")
# Upsert with tuples
def upsert_data():
yield ("id", "name", "value")
yield (1, "Alice", 150) # Update existing
yield (3, "Charlie", 300) # Insert new
db["data"].upsert_all(upsert_data(), pk="id")
rows = list(db["data"].rows_where(order_by="id"))
assert len(rows) == 3
assert rows[0] == {"id": 1, "name": "Alice", "value": 150}
assert rows[1] == {"id": 2, "name": "Bob", "value": 200}
assert rows[2] == {"id": 3, "name": "Charlie", "value": 300}
def test_tuple_mode_shorter_rows():
"""Test that tuple rows shorter than column list get NULL values"""
db = Database(memory=True)
def data_generator():
yield "id", "name", "age", "city"
yield 1, "Alice", 30, "NYC"
yield 2, "Bob" # Missing age and city
yield 3, "Charlie", 35 # Missing city
db["people"].insert_all(data_generator())
rows = list(db["people"].rows_where(order_by="id"))
assert rows[0] == {"id": 1, "name": "Alice", "age": 30, "city": "NYC"}
assert rows[1] == {"id": 2, "name": "Bob", "age": None, "city": None}
assert rows[2] == {"id": 3, "name": "Charlie", "age": 35, "city": None}
def test_list_mode_single_record_upsert_last_pk():
"""Test that last_pk is populated correctly for single-record upserts in list mode"""
db = Database(memory=True)
# Create table first
db["data"].insert({"id": 1, "name": "Alice", "value": 100}, pk="id")
# Now upsert a single record using list mode
def upsert_data():
yield ["id", "name", "value"]
yield [1, "Alice", 150] # Update existing
table = db["data"]
table.upsert_all(upsert_data(), pk="id")
# Verify the data was updated
rows = list(db["data"].rows)
assert rows == [{"id": 1, "name": "Alice", "value": 150}]
# Verify last_pk is populated correctly
assert table.last_pk == 1