File size: 1,344 Bytes
ea8c728 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | import tempfile
from pathlib import Path
from shinka.database import DatabaseConfig, Program, ProgramDatabase
def test_program_summary_excludes_full_embeddings_but_keeps_pca_fields():
with tempfile.TemporaryDirectory() as tmpdir:
db_path = Path(tmpdir) / "summary.db"
db = ProgramDatabase(
config=DatabaseConfig(db_path=str(db_path), num_islands=1),
embedding_model="",
read_only=False,
)
try:
db.add(
Program(
id="p0",
code="def f():\n return 1\n",
correct=True,
combined_score=1.0,
generation=0,
island_idx=0,
embedding=[0.1, 0.2, 0.3],
embedding_pca_2d=[1.0, 2.0],
embedding_pca_3d=[3.0, 4.0, 5.0],
embedding_cluster_id=7,
)
)
summaries = db.get_programs_summary()
assert len(summaries) == 1
assert "embedding" not in summaries[0]
assert summaries[0]["embedding_pca_2d"] == [1.0, 2.0]
assert summaries[0]["embedding_pca_3d"] == [3.0, 4.0, 5.0]
assert summaries[0]["embedding_cluster_id"] == 7
finally:
db.close()
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