Harden semantic layer source validation

This commit is contained in:
Luca Martial 2026-05-11 20:39:07 -07:00
parent 66109caa1d
commit 6536c5da26
14 changed files with 235 additions and 17 deletions

View file

@ -119,6 +119,116 @@ class TestInvalidGrain:
assert not report.valid
assert any("bad" in e and "nonexistent_col" in e for e in report.errors)
def test_qualified_grain_name_is_rejected(self):
bad = _src(
"activity",
columns=["account_id"],
grain=["activity.account_id"],
)
engine = SemanticEngine.from_sources({"activity": bad})
report = engine.validate()
assert not report.valid
assert any(
"activity" in e and "activity.account_id" in e and "qualified" in e
for e in report.errors
)
def test_qualified_column_name_is_rejected(self):
bad = SourceDefinition(
name="activity",
table="public.activity",
grain=["account_id"],
columns=[
SourceColumn(name="account_id", type="number"),
SourceColumn(name="activity.user_id", type="number"),
],
)
engine = SemanticEngine.from_sources({"activity": bad})
report = engine.validate()
assert not report.valid
assert any(
"activity" in e and "activity.user_id" in e and "unqualified" in e
for e in report.errors
)
def test_sql_source_grain_missing_from_projection(self):
bad = SourceDefinition(
name="large_contract_requesters",
sql=(
"select account.account_name, requester.email as requester_email "
"from orbit_raw.actions activity "
"join orbit_raw.accounts account "
" on account.account_id = activity.account_id "
"join orbit_raw.users requester "
" on requester.user_id = activity.user_id"
),
grain=["account_id", "user_id"],
columns=[
SourceColumn(name="account_id", type="number"),
SourceColumn(name="user_id", type="number"),
SourceColumn(name="account_name", type="string"),
SourceColumn(name="requester_email", type="string"),
],
)
engine = SemanticEngine.from_sources({"large_contract_requesters": bad})
report = engine.validate()
assert not report.valid
assert any(
"large_contract_requesters" in e
and "account_id" in e
and "SELECT projection" in e
for e in report.errors
)
def test_sql_source_grain_in_projection_passes(self):
good = SourceDefinition(
name="contract_requesters",
sql=(
"select activity.account_id, activity.user_id, "
"account.account_name, requester.email as requester_email "
"from orbit_raw.actions activity "
"join orbit_raw.accounts account "
" on account.account_id = activity.account_id "
"join orbit_raw.users requester "
" on requester.user_id = activity.user_id"
),
grain=["account_id", "user_id"],
columns=[
SourceColumn(name="account_id", type="number"),
SourceColumn(name="user_id", type="number"),
SourceColumn(name="account_name", type="string"),
SourceColumn(name="requester_email", type="string"),
],
)
engine = SemanticEngine.from_sources({"contract_requesters": good})
report = engine.validate()
# No grain-related errors. (Other validators may emit unrelated
# warnings — we just assert the grain check is clean.)
assert not any("grain" in e or "SELECT projection" in e for e in report.errors)
def test_sql_source_with_select_star_skips_projection_check(self):
# SELECT * means we can't statically know projected columns;
# the projection check must skip rather than false-fail.
src = SourceDefinition(
name="opaque",
sql="select * from public.events",
grain=["event_id"],
columns=[SourceColumn(name="event_id", type="number")],
)
engine = SemanticEngine.from_sources({"opaque": src})
report = engine.validate()
assert not any("SELECT projection" in e for e in report.errors)
class TestJoinValidation:
def test_join_local_column_must_exist(self):
@ -246,7 +356,9 @@ class TestJoinValidation:
report = engine.validate(recently_touched={"large_contract_requesters"})
assert not report.valid
assert any("mart_account_segments" in e and "joins[]" in e for e in report.errors)
assert any(
"mart_account_segments" in e and "joins[]" in e for e in report.errors
)
class TestDisconnectedComponents: