import sqlite3 from collections import OrderedDict def test_constructor_limit(db, snapshot): pass assert exec( db, f""" create virtual table v using vec0( {",".join([f"metadata{x} integer" for x in range(17)])} v float[1] ) """, ) == snapshot(name="max 16 metadata columns") def test_normal(db, snapshot): db.execute( "create virtual table v using vec0(vector float[1], n1 int, n2 int64, f float, d double, t text, chunk_size=8)" ) assert exec( db, "select * from sqlite_master where type = 'table' order by name" ) == snapshot(name="sqlite_master") assert vec0_shadow_table_contents(db, "v") == snapshot() INSERT = "insert into v(vector, n1, n2, f, d, t) values (?, ?, ?, ?, ?, ?)" assert exec(db, INSERT, [b"\x11\x11\x11\x11", 1, 1, 1.1, 1.1, "one"]) == snapshot() assert exec(db, INSERT, [b"\x22\x22\x22\x22", 2, 2, 2.2, 2.2, "two"]) == snapshot() assert ( exec(db, INSERT, [b"\x33\x33\x33\x33", 3, 3, 3.3, 3.3, "three"]) == snapshot() ) assert exec(db, "select * from v") == snapshot() assert vec0_shadow_table_contents(db, "v") == snapshot() # # assert exec(db, "select * from v") == snapshot() # assert vec0_shadow_table_contents(db, "v") == snapshot() # # db.execute("drop table v;") # assert exec(db, "select * from sqlite_master order by name") == snapshot( # name="sqlite_master post drop" # ) def test_types(db, snapshot): pass def test_updates(db, snapshot): pass def test_deletes(db, snapshot): pass def test_knn(db, snapshot): db.execute( "create virtual table v using vec0(vector float[1], name text, chunk_size=8)" ) assert exec( db, "select * from sqlite_master where type = 'table' order by name" ) == snapshot(name="sqlite_master") db.executemany( "insert into v(vector, name) values (?, ?)", [("[1]", "alex"), ("[2]", "brian"), ("[3]", "craig")], ) # EVIDENCE-OF: V16511_00582 catches "illegal" constraints on metadata columns assert ( exec( db, "select *, distance from v where vector match '[5]' and k = 3 and name like 'illegal'", ) == snapshot() ) def exec(db, sql, parameters=[]): try: rows = db.execute(sql, parameters).fetchall() except (sqlite3.OperationalError, sqlite3.DatabaseError) as e: return { "error": e.__class__.__name__, "message": str(e), } a = [] for row in rows: o = OrderedDict() for k in row.keys(): o[k] = row[k] a.append(o) result = OrderedDict() result["sql"] = sql result["rows"] = a return result def vec0_shadow_table_contents(db, v): shadow_tables = [ row[0] for row in db.execute( "select name from sqlite_master where name like ? order by 1", [f"{v}_%"] ).fetchall() ] o = {} for shadow_table in shadow_tables: o[shadow_table] = exec(db, f"select * from {shadow_table}") return o