mrna-design-studio / tests /test_database.py
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"""Tests for the database ingestion layer."""
import os
import sqlite3
import tempfile
import pandas as pd
import pytest
from core.database import ConnectionConfig, SQLiteConnector, CSVConnector
from core.database.base import FieldMapping, SchemaMapper, SEQUENCE_FIELDS
# ── SchemaMapper ──────────────────────────────────────────────────────────────
class TestSchemaMapper:
def test_from_dict(self):
mapper = SchemaMapper.from_dict({
"gene_name": "name",
"mrna_seq": "full_mrna",
})
assert len(mapper.mappings) == 2
def test_requires_name_mapping(self):
with pytest.raises(ValueError, match="name"):
SchemaMapper.from_dict({"mrna_seq": "full_mrna"})
def test_invalid_target_field(self):
with pytest.raises(ValueError):
FieldMapping("col", "not_a_real_field")
def test_map_row(self):
mapper = SchemaMapper.from_dict({
"gene": "name",
"sequence": "full_mrna",
"utr": "five_prime_utr",
}, db_source="test_db")
row = {"gene": "GFP", "sequence": "ATGCCC", "utr": "AAAA", "extra": "foo"}
seq = mapper.map_row(row)
assert seq.name == "GFP"
assert seq.full_mrna == "ATGCCC"
assert seq.five_prime_utr == "AAAA"
assert seq.source == "database"
assert seq.db_source == "test_db"
assert seq.raw_metadata["extra"] == "foo"
def test_map_dataframe(self):
mapper = SchemaMapper.from_dict({"name_col": "name", "cds_col": "cds"})
df = pd.DataFrame({
"name_col": ["seq1", "seq2"],
"cds_col": ["ATGCCC", "ATGTTT"],
})
seqs = mapper.map_dataframe(df)
assert len(seqs) == 2
assert seqs[0].name == "seq1"
assert seqs[1].cds == "ATGTTT"
def test_transform_applied(self):
mapper = SchemaMapper([
FieldMapping("gene", "name"),
FieldMapping("seq", "full_mrna", transform=str.upper),
])
row = {"gene": "test", "seq": "atgccc"}
seq = mapper.map_row(row)
assert seq.full_mrna == "ATGCCC"
# ── SQLite Connector ──────────────────────────────────────────────────────────
@pytest.fixture
def sqlite_db():
"""Create a temporary SQLite database with sample sequence data."""
with tempfile.NamedTemporaryFile(suffix=".db", delete=False) as f:
db_path = f.name
conn = sqlite3.connect(db_path)
conn.execute("""
CREATE TABLE sequences (
id INTEGER PRIMARY KEY,
gene_name TEXT,
mrna_sequence TEXT,
gc_target REAL
)
""")
conn.execute("INSERT INTO sequences VALUES (1, 'GFP', 'ATGCCCATG', 0.55)")
conn.execute("INSERT INTO sequences VALUES (2, 'RFP', 'ATGTTTGGG', 0.45)")
conn.commit()
conn.close()
yield db_path
os.unlink(db_path)
class TestSQLiteConnector:
def test_connect(self, sqlite_db):
config = ConnectionConfig("sqlite", "test", {"path": sqlite_db})
connector = SQLiteConnector(config)
connector.connect()
assert connector.is_connected
connector.disconnect()
def test_list_tables(self, sqlite_db):
config = ConnectionConfig("sqlite", "test", {"path": sqlite_db})
connector = SQLiteConnector(config)
connector.connect()
tables = connector.list_tables()
assert "sequences" in tables
connector.disconnect()
def test_get_records(self, sqlite_db):
config = ConnectionConfig("sqlite", "test", {"path": sqlite_db})
connector = SQLiteConnector(config)
connector.connect()
df = connector.get_records("sequences")
assert len(df) == 2
assert "gene_name" in df.columns
connector.disconnect()
def test_get_records_with_limit(self, sqlite_db):
config = ConnectionConfig("sqlite", "test", {"path": sqlite_db})
connector = SQLiteConnector(config)
connector.connect()
df = connector.get_records("sequences", limit=1)
assert len(df) == 1
connector.disconnect()
def test_get_columns(self, sqlite_db):
config = ConnectionConfig("sqlite", "test", {"path": sqlite_db})
connector = SQLiteConnector(config)
connector.connect()
cols = connector.get_columns("sequences")
assert "gene_name" in cols
assert "mrna_sequence" in cols
connector.disconnect()
def test_not_connected_raises(self):
config = ConnectionConfig("sqlite", "test", {"path": "/nonexistent.db"})
connector = SQLiteConnector(config)
with pytest.raises(RuntimeError):
connector.list_tables()
def test_full_import_pipeline(self, sqlite_db):
"""Full end-to-end: connect β†’ get records β†’ map β†’ mRNASequence list."""
config = ConnectionConfig("sqlite", "test_lims", {"path": sqlite_db})
connector = SQLiteConnector(config)
connector.connect()
df = connector.get_records("sequences")
mapper = SchemaMapper.from_dict({
"gene_name": "name",
"mrna_sequence": "full_mrna",
}, db_source="test_lims")
sequences = mapper.map_dataframe(df)
connector.disconnect()
assert len(sequences) == 2
assert sequences[0].name == "GFP"
assert sequences[0].full_mrna == "ATGCCCATG"
assert sequences[0].db_source == "test_lims"
# ── CSV Connector ─────────────────────────────────────────────────────────────
@pytest.fixture
def csv_file():
with tempfile.NamedTemporaryFile(
mode="w", suffix=".csv", delete=False
) as f:
f.write("name,cds,utr5\n")
f.write("GFP,ATGCCCATG,AAAA\n")
f.write("RFP,ATGTTTGGG,TTTT\n")
path = f.name
yield path
os.unlink(path)
class TestCSVConnector:
def test_connect(self, csv_file):
config = ConnectionConfig("csv", "test_csv", {"path": csv_file})
connector = CSVConnector(config)
connector.connect()
assert connector.is_connected
connector.disconnect()
def test_list_tables(self, csv_file):
config = ConnectionConfig("csv", "test_csv", {"path": csv_file})
connector = CSVConnector(config)
connector.connect()
tables = connector.list_tables()
# Table name = filename stem
assert len(tables) == 1
connector.disconnect()
def test_get_records(self, csv_file):
config = ConnectionConfig("csv", "test_csv", {"path": csv_file})
connector = CSVConnector(config)
connector.connect()
table = connector.list_tables()[0]
df = connector.get_records(table)
assert len(df) == 2
assert "name" in df.columns
connector.disconnect()
def test_get_records_with_query(self, csv_file):
config = ConnectionConfig("csv", "test_csv", {"path": csv_file})
connector = CSVConnector(config)
connector.connect()
table = connector.list_tables()[0]
df = connector.get_records(table, query="name == 'GFP'")
assert len(df) == 1
assert df.iloc[0]["name"] == "GFP"
connector.disconnect()