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Initial open-source release
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171
python/klo-sl/tests/test_loader.py
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171
python/klo-sl/tests/test_loader.py
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import pytest
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from pathlib import Path
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import tempfile
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import yaml
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from semantic_layer.loader import SourceLoader
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from semantic_layer.models import SourceDefinition
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SOURCES_DIR = Path(__file__).parent.parent / "sources" / "ecommerce"
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class TestSourceLoader:
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def test_load_all_ecommerce(self, ecommerce_sources):
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assert len(ecommerce_sources) == 6
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assert set(ecommerce_sources.keys()) == {
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"customers",
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"orders",
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"regions",
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"products",
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"order_items",
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"churn_risk",
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}
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def test_orders_source(self, ecommerce_sources):
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orders = ecommerce_sources["orders"]
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assert orders.is_table_source
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assert orders.table == "public.orders"
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assert orders.grain == ["id"]
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assert len(orders.columns) == 6
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assert len(orders.measures) == 5
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assert len(orders.joins) == 1
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assert orders.joins[0].to == "customers"
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assert orders.joins[0].relationship == "many_to_one"
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def test_churn_risk_sql_source(self, ecommerce_sources):
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churn = ecommerce_sources["churn_risk"]
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assert churn.is_sql_source
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assert churn.sql is not None
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assert "calculate_churn_score" in churn.sql
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assert churn.grain == ["customer_id"]
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assert len(churn.measures) == 1
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assert churn.measures[0].name == "avg_risk"
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def test_regions_no_joins(self, ecommerce_sources):
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regions = ecommerce_sources["regions"]
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assert regions.joins == []
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assert regions.measures == []
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def test_order_items_bridge(self, ecommerce_sources):
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oi = ecommerce_sources["order_items"]
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assert len(oi.joins) == 2
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targets = {j.to for j in oi.joins}
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assert targets == {"orders", "products"}
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def test_revenue_measure_has_filter(self, ecommerce_sources):
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orders = ecommerce_sources["orders"]
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revenue = next(m for m in orders.measures if m.name == "revenue")
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assert revenue.filter == "status != 'refunded'"
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assert revenue.expr == "sum(amount)"
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def test_load_single_file(self):
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loader = SourceLoader(SOURCES_DIR)
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src = loader.load_file(SOURCES_DIR / "regions.yaml")
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assert src.name == "regions"
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assert isinstance(src, SourceDefinition)
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def test_invalid_join_target(self):
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with tempfile.TemporaryDirectory() as tmpdir:
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data = {
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"name": "bad_source",
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"table": "t",
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"grain": ["id"],
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"columns": [{"name": "id", "type": "number"}],
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"joins": [
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{
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"to": "nonexistent",
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"on": "id = nonexistent.id",
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"relationship": "many_to_one",
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}
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],
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}
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path = Path(tmpdir) / "bad.yaml"
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with open(path, "w") as f:
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yaml.dump(data, f)
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loader = SourceLoader(tmpdir)
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with pytest.raises(ValueError, match="nonexistent"):
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loader.load_all()
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def test_duplicate_source_name(self):
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with tempfile.TemporaryDirectory() as tmpdir:
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data = {
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"name": "dupe",
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"table": "t",
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"grain": ["id"],
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"columns": [{"name": "id", "type": "number"}],
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}
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for fname in ["a.yaml", "b.yaml"]:
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with open(Path(tmpdir) / fname, "w") as f:
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yaml.dump(data, f)
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loader = SourceLoader(tmpdir)
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with pytest.raises(ValueError, match="Duplicate source name"):
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loader.load_all()
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def test_source_description_loads(self, ecommerce_sources):
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churn = ecommerce_sources["churn_risk"]
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assert churn.description is not None
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assert "churn" in churn.description.lower()
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def test_column_role_loads(self, ecommerce_sources):
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orders = ecommerce_sources["orders"]
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time_col = next(c for c in orders.columns if c.name == "created_at")
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assert time_col.role == "time"
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def test_source_without_description(self, ecommerce_sources):
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regions = ecommerce_sources["regions"]
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assert regions.description is None
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# ── From test_edge_cases.py ──────────────────────────────────────────
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class TestLoaderEdgeCases:
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def test_empty_directory(self):
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with tempfile.TemporaryDirectory() as tmpdir:
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loader = SourceLoader(tmpdir)
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sources = loader.load_all()
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assert sources == {}
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def test_non_yaml_files_ignored(self):
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with tempfile.TemporaryDirectory() as tmpdir:
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(Path(tmpdir) / "readme.txt").write_text("not a yaml file")
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loader = SourceLoader(tmpdir)
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sources = loader.load_all()
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assert sources == {}
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def test_yaml_with_extra_fields(self):
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with tempfile.TemporaryDirectory() as tmpdir:
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data = {
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"name": "test",
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"table": "t",
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"grain": ["id"],
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"columns": [{"name": "id", "type": "number"}],
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"unknown_field": "should be rejected",
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}
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with open(Path(tmpdir) / "test.yaml", "w") as f:
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yaml.dump(data, f)
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loader = SourceLoader(tmpdir)
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try:
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sources = loader.load_all()
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assert "test" in sources
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except Exception:
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pass
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def test_subdirectory_sources(self):
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with tempfile.TemporaryDirectory() as tmpdir:
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subdir = Path(tmpdir) / "sub"
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subdir.mkdir()
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data = {
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"name": "nested",
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"table": "t",
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"grain": ["id"],
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"columns": [{"name": "id", "type": "number"}],
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}
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with open(subdir / "nested.yaml", "w") as f:
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yaml.dump(data, f)
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loader = SourceLoader(tmpdir)
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sources = loader.load_all()
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assert "nested" in sources
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