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https://github.com/simonw/sqlite-utils.git
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table.insert_all() and table.upsert_all() now take generators of lists/tuples
Closes #672, PR #673
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5 changed files with 494 additions and 60 deletions
288
tests/test_list_mode.py
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288
tests/test_list_mode.py
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"""
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Tests for list-based iteration in insert_all and upsert_all
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"""
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import pytest
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from sqlite_utils import Database
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def test_insert_all_list_mode_basic():
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"""Test basic insert_all with list-based iteration"""
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db = Database(memory=True)
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def data_generator():
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# First yield column names
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yield ["id", "name", "age"]
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# Then yield data rows
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yield [1, "Alice", 30]
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yield [2, "Bob", 25]
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yield [3, "Charlie", 35]
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db["people"].insert_all(data_generator())
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rows = list(db["people"].rows)
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assert len(rows) == 3
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assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
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assert rows[1] == {"id": 2, "name": "Bob", "age": 25}
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assert rows[2] == {"id": 3, "name": "Charlie", "age": 35}
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def test_insert_all_list_mode_with_pk():
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"""Test insert_all with list mode and primary key"""
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db = Database(memory=True)
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def data_generator():
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yield ["id", "name", "score"]
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yield [1, "Alice", 95]
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yield [2, "Bob", 87]
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db["scores"].insert_all(data_generator(), pk="id")
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assert db["scores"].pks == ["id"]
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rows = list(db["scores"].rows)
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assert len(rows) == 2
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def test_upsert_all_list_mode():
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"""Test upsert_all with list-based iteration"""
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db = Database(memory=True)
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# Initial insert
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def initial_data():
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yield ["id", "name", "value"]
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yield [1, "Alice", 100]
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yield [2, "Bob", 200]
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db["data"].insert_all(initial_data(), pk="id")
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# Upsert with some updates and new records
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def upsert_data():
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yield ["id", "name", "value"]
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yield [1, "Alice", 150] # Update existing
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yield [3, "Charlie", 300] # Insert new
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db["data"].upsert_all(upsert_data(), pk="id")
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rows = list(db["data"].rows_where(order_by="id"))
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assert len(rows) == 3
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assert rows[0] == {"id": 1, "name": "Alice", "value": 150}
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assert rows[1] == {"id": 2, "name": "Bob", "value": 200}
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assert rows[2] == {"id": 3, "name": "Charlie", "value": 300}
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def test_list_mode_with_various_types():
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"""Test list mode with different data types"""
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db = Database(memory=True)
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def data_generator():
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yield ["id", "name", "score", "active"]
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yield [1, "Alice", 95.5, True]
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yield [2, "Bob", 87.3, False]
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yield [3, "Charlie", None, True]
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db["mixed"].insert_all(data_generator())
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rows = list(db["mixed"].rows)
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assert len(rows) == 3
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assert rows[0]["score"] == 95.5
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assert rows[1]["active"] == 0 # SQLite stores boolean as int
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assert rows[2]["score"] is None
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def test_list_mode_error_non_string_columns():
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"""Test that non-string column names raise an error"""
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db = Database(memory=True)
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def bad_data():
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yield [1, 2, 3] # Non-string column names
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yield ["a", "b", "c"]
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with pytest.raises(ValueError, match="must be a list of column name strings"):
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db["bad"].insert_all(bad_data())
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def test_list_mode_error_mixed_types():
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"""Test that mixing list and dict raises an error"""
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db = Database(memory=True)
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def bad_data():
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yield ["id", "name"]
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yield {"id": 1, "name": "Alice"} # Should be a list, not dict
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with pytest.raises(ValueError, match="must also be lists"):
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db["bad"].insert_all(bad_data())
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def test_list_mode_empty_after_headers():
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"""Test that only headers without data works gracefully"""
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db = Database(memory=True)
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def data_generator():
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yield ["id", "name", "age"]
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# No data rows
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result = db["people"].insert_all(data_generator())
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assert result is not None
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assert not db["people"].exists()
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def test_list_mode_batch_processing():
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"""Test list mode with large dataset requiring batching"""
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db = Database(memory=True)
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def large_data():
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yield ["id", "value"]
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for i in range(1000):
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yield [i, f"value_{i}"]
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db["large"].insert_all(large_data(), batch_size=100)
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count = db.execute("SELECT COUNT(*) as c FROM large").fetchone()[0]
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assert count == 1000
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def test_list_mode_shorter_rows():
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"""Test that rows shorter than column list get NULL values"""
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db = Database(memory=True)
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def data_generator():
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yield ["id", "name", "age", "city"]
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yield [1, "Alice", 30, "NYC"]
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yield [2, "Bob"] # Missing age and city
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yield [3, "Charlie", 35] # Missing city
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db["people"].insert_all(data_generator())
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rows = list(db["people"].rows_where(order_by="id"))
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assert rows[0] == {"id": 1, "name": "Alice", "age": 30, "city": "NYC"}
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assert rows[1] == {"id": 2, "name": "Bob", "age": None, "city": None}
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assert rows[2] == {"id": 3, "name": "Charlie", "age": 35, "city": None}
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def test_backwards_compatibility_dict_mode():
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"""Ensure dict mode still works (backward compatibility)"""
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db = Database(memory=True)
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# Traditional dict-based insert
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data = [
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{"id": 1, "name": "Alice", "age": 30},
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{"id": 2, "name": "Bob", "age": 25},
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]
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db["people"].insert_all(data)
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rows = list(db["people"].rows)
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assert len(rows) == 2
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assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
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def test_insert_all_tuple_mode_basic():
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"""Test basic insert_all with tuple-based iteration"""
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db = Database(memory=True)
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def data_generator():
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# First yield column names as tuple
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yield ("id", "name", "age")
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# Then yield data rows as tuples
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yield (1, "Alice", 30)
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yield (2, "Bob", 25)
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yield (3, "Charlie", 35)
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db["people"].insert_all(data_generator())
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rows = list(db["people"].rows)
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assert len(rows) == 3
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assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
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assert rows[1] == {"id": 2, "name": "Bob", "age": 25}
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assert rows[2] == {"id": 3, "name": "Charlie", "age": 35}
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def test_insert_all_mixed_list_tuple():
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"""Test insert_all with mixed lists and tuples for data rows"""
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db = Database(memory=True)
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def data_generator():
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# Column names as list
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yield ["id", "name", "age"]
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# Mix of list and tuple data rows
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yield [1, "Alice", 30]
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yield (2, "Bob", 25)
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yield [3, "Charlie", 35]
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yield (4, "Diana", 40)
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db["people"].insert_all(data_generator())
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rows = list(db["people"].rows)
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assert len(rows) == 4
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assert rows[0] == {"id": 1, "name": "Alice", "age": 30}
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assert rows[1] == {"id": 2, "name": "Bob", "age": 25}
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assert rows[2] == {"id": 3, "name": "Charlie", "age": 35}
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assert rows[3] == {"id": 4, "name": "Diana", "age": 40}
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def test_upsert_all_tuple_mode():
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"""Test upsert_all with tuple-based iteration"""
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db = Database(memory=True)
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# Initial insert with tuples
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def initial_data():
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yield ("id", "name", "value")
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yield (1, "Alice", 100)
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yield (2, "Bob", 200)
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db["data"].insert_all(initial_data(), pk="id")
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# Upsert with tuples
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def upsert_data():
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yield ("id", "name", "value")
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yield (1, "Alice", 150) # Update existing
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yield (3, "Charlie", 300) # Insert new
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db["data"].upsert_all(upsert_data(), pk="id")
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rows = list(db["data"].rows_where(order_by="id"))
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assert len(rows) == 3
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assert rows[0] == {"id": 1, "name": "Alice", "value": 150}
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assert rows[1] == {"id": 2, "name": "Bob", "value": 200}
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assert rows[2] == {"id": 3, "name": "Charlie", "value": 300}
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def test_tuple_mode_shorter_rows():
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"""Test that tuple rows shorter than column list get NULL values"""
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db = Database(memory=True)
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def data_generator():
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yield "id", "name", "age", "city"
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yield 1, "Alice", 30, "NYC"
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yield 2, "Bob" # Missing age and city
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yield 3, "Charlie", 35 # Missing city
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db["people"].insert_all(data_generator())
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rows = list(db["people"].rows_where(order_by="id"))
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assert rows[0] == {"id": 1, "name": "Alice", "age": 30, "city": "NYC"}
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assert rows[1] == {"id": 2, "name": "Bob", "age": None, "city": None}
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assert rows[2] == {"id": 3, "name": "Charlie", "age": 35, "city": None}
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def test_list_mode_single_record_upsert_last_pk():
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"""Test that last_pk is populated correctly for single-record upserts in list mode"""
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db = Database(memory=True)
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# Create table first
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db["data"].insert({"id": 1, "name": "Alice", "value": 100}, pk="id")
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# Now upsert a single record using list mode
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def upsert_data():
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yield ["id", "name", "value"]
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yield [1, "Alice", 150] # Update existing
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table = db["data"]
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table.upsert_all(upsert_data(), pk="id")
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# Verify the data was updated
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rows = list(db["data"].rows)
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assert rows == [{"id": 1, "name": "Alice", "value": 150}]
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# Verify last_pk is populated correctly
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assert table.last_pk == 1
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@ -62,27 +62,37 @@ def test_dayfirst_yearfirst(fresh_db, recipe, kwargs, expected):
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]
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@pytest.mark.parametrize("fn", ("parsedate", "parsedatetime"))
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@pytest.mark.parametrize("errors", (None, recipes.SET_NULL, recipes.IGNORE))
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@pytest.mark.filterwarnings("ignore::pytest.PytestUnraisableExceptionWarning")
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def test_dateparse_errors(fresh_db, fn, errors):
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@pytest.mark.parametrize("fn", ("parsedate", "parsedatetime"))
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def test_dateparse_errors_raises(fresh_db, fn):
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"""Test that invalid dates raise errors when errors=None"""
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fresh_db["example"].insert_all(
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[
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{"id": 1, "dt": "invalid"},
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],
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pk="id",
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)
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if errors is None:
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# Should raise an error
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with pytest.raises(sqlite3.OperationalError):
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fresh_db["example"].convert("dt", lambda value: getattr(recipes, fn)(value))
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else:
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fresh_db["example"].convert(
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"dt", lambda value: getattr(recipes, fn)(value, errors=errors)
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)
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rows = list(fresh_db["example"].rows)
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expected = [{"id": 1, "dt": None if errors is recipes.SET_NULL else "invalid"}]
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assert rows == expected
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# Exception in SQLite callback surfaces as OperationalError
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with pytest.raises(sqlite3.OperationalError):
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fresh_db["example"].convert("dt", lambda value: getattr(recipes, fn)(value))
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@pytest.mark.parametrize("fn", ("parsedate", "parsedatetime"))
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@pytest.mark.parametrize("errors", (recipes.SET_NULL, recipes.IGNORE))
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def test_dateparse_errors_handled(fresh_db, fn, errors):
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"""Test error handling modes for invalid dates"""
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fresh_db["example"].insert_all(
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[
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{"id": 1, "dt": "invalid"},
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],
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pk="id",
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)
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fresh_db["example"].convert(
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"dt", lambda value: getattr(recipes, fn)(value, errors=errors)
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)
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rows = list(fresh_db["example"].rows)
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expected = [{"id": 1, "dt": None if errors is recipes.SET_NULL else "invalid"}]
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assert rows == expected
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@pytest.mark.parametrize("delimiter", [None, ";", "-"])
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