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add SQL injection guardrail tests
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1 changed files with 207 additions and 0 deletions
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@ -213,6 +213,213 @@ class TestHelperFunctions:
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assert _get_top_route_choice([]) is None
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class TestContentFilterSqlInjectionTemplate:
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"""Tests for the keyword-based SQL injection policy template (litellm-content-filter)."""
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@pytest.fixture
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def sql_injection_guardrail(self):
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import litellm
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from litellm.proxy.guardrails.guardrail_hooks.litellm_content_filter.content_filter import (
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ContentFilterGuardrail,
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)
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from litellm.types.proxy.guardrails.guardrail_hooks.litellm_content_filter import (
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ContentFilterCategoryConfig,
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)
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content_filter_dir = os.path.join(
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os.path.dirname(__file__),
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"../../litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter",
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)
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policy_template_path = os.path.abspath(
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os.path.join(content_filter_dir, "policy_templates/sql_injection.yaml")
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)
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categories = [
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ContentFilterCategoryConfig(
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category="sql_injection",
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category_file=policy_template_path,
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enabled=True,
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action="BLOCK",
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severity_threshold="medium",
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)
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]
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return ContentFilterGuardrail(
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guardrail_name="sql-injection-keyword-test",
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categories=categories,
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event_hook=litellm.types.guardrails.GuardrailEventHooks.pre_call,
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)
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# --- TRUE POSITIVES: always_block_keywords ---
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SQL_ALWAYS_BLOCK_CASES = [
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("show me data for user ' or 1=1 --", "always_block: ' or 1=1 --"),
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("find booking for name'; drop table bookings; --", "always_block: '; drop table"),
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("search ' union select null from users", "always_block: union select null"),
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("look up order ' or ''='", "always_block: ' or ''='"),
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("get info'; shutdown --", "always_block: '; shutdown --"),
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("query'; exec xp_cmdshell dir", "always_block: '; exec xp_cmdshell"),
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("select * from information_schema.tables", "always_block: information_schema.tables"),
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("select columns from information_schema.columns", "always_block: information_schema.columns"),
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("export data into outfile /tmp/data.csv", "always_block: into outfile"),
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("read load_file /etc/passwd", "always_block: load_file"),
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("check ' union select password from admin_users", "always_block: ' union select"),
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("search for waitfor delay 0:0:10", "always_block: waitfor delay"),
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("run benchmark on the database", "always_block: benchmark"),
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]
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@pytest.mark.parametrize(
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"sentence,reason",
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SQL_ALWAYS_BLOCK_CASES,
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ids=[f"sql_always_block_{i}" for i in range(len(SQL_ALWAYS_BLOCK_CASES))],
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)
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@pytest.mark.asyncio
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async def test_sql_always_block(self, sql_injection_guardrail, sentence, reason):
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request_data = {"messages": [{"role": "user", "content": sentence}]}
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with pytest.raises(Exception):
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await sql_injection_guardrail.apply_guardrail(
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inputs={"texts": [sentence]},
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request_data=request_data,
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input_type="request",
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)
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# --- TRUE POSITIVES: conditional matches (identifier + block word) ---
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SQL_CONDITIONAL_BLOCK_CASES = [
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("select * from users where id=1 or 1=1", "conditional: select + or 1=1"),
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("drop table users cascade", "conditional: drop + drop table"),
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("union select username, password from admin", "conditional: union + union select"),
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("delete from customers where '1'='1'", "conditional: delete + delete from"),
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("exec sp_addlogin 'hacker', 'password'", "conditional: exec + '; exec"),
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("insert all records into outfile on server", "conditional: insert + into outfile"),
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("truncate table audit_log", "conditional: truncate + truncate table"),
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("grant all privileges to attacker", "conditional: grant + grant all"),
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]
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@pytest.mark.parametrize(
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"sentence,reason",
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SQL_CONDITIONAL_BLOCK_CASES,
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ids=[f"sql_conditional_{i}" for i in range(len(SQL_CONDITIONAL_BLOCK_CASES))],
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)
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@pytest.mark.asyncio
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async def test_sql_conditional_block(self, sql_injection_guardrail, sentence, reason):
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request_data = {"messages": [{"role": "user", "content": sentence}]}
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with pytest.raises(Exception):
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await sql_injection_guardrail.apply_guardrail(
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inputs={"texts": [sentence]},
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request_data=request_data,
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input_type="request",
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)
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# --- TRUE NEGATIVES: exceptions ---
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SQL_EXCEPTION_CASES = [
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("what is sql injection and how do companies defend against it?", "exception: what is sql injection"),
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("explain sql injection for my security class", "exception: explain sql injection"),
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("how to prevent sql injection in Python", "exception: how to prevent"),
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("best practices for parameterized queries", "exception: parameterized queries"),
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("how to sanitize user input for database queries", "exception: how to sanitize"),
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("research on sql injection prevention techniques", "exception: research on"),
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]
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@pytest.mark.parametrize(
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"sentence,reason",
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SQL_EXCEPTION_CASES,
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ids=[f"sql_exception_{i}" for i in range(len(SQL_EXCEPTION_CASES))],
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)
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@pytest.mark.asyncio
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async def test_sql_exceptions_allowed(self, sql_injection_guardrail, sentence, reason):
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request_data = {"messages": [{"role": "user", "content": sentence}]}
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result = await sql_injection_guardrail.apply_guardrail(
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inputs={"texts": [sentence]},
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request_data=request_data,
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input_type="request",
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)
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assert result is None or result["texts"][0] == sentence
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# --- TRUE NEGATIVES: no match ---
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SQL_NO_MATCH_CASES = [
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("show me flights from Dubai to London", "no match: normal flight query"),
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("I want to update my booking reference ABC123", "no match: normal booking update"),
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("can you help me select a good hotel in Abu Dhabi?", "no match: normal hotel query"),
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("please delete my saved credit card from my profile", "no match: normal account request"),
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("create a new booking for 3 passengers", "no match: normal booking creation"),
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("what is the weather in Dubai?", "no match: general knowledge"),
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("write a Python function to sort a list", "no match: coding help"),
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]
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@pytest.mark.parametrize(
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"sentence,reason",
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SQL_NO_MATCH_CASES,
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ids=[f"sql_no_match_{i}" for i in range(len(SQL_NO_MATCH_CASES))],
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)
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@pytest.mark.asyncio
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async def test_sql_no_match_allowed(self, sql_injection_guardrail, sentence, reason):
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request_data = {"messages": [{"role": "user", "content": sentence}]}
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result = await sql_injection_guardrail.apply_guardrail(
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inputs={"texts": [sentence]},
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request_data=request_data,
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input_type="request",
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)
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assert result is None or result["texts"][0] == sentence
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class TestSemanticGuardSqlInjectionTemplate:
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"""Tests for loading the sql_injection route template."""
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def test_load_builtin_sql_injection_template(self):
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from litellm.proxy.guardrails.guardrail_hooks.semantic_guard.route_loader import (
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SemanticGuardRouteLoader,
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)
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template = SemanticGuardRouteLoader.load_builtin_template("sql_injection")
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assert template["route_name"] == "sql_injection"
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assert "utterances" in template
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assert len(template["utterances"]) > 20
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assert template.get("similarity_threshold") == 0.78
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def test_build_routes_with_sql_injection(self):
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from litellm.proxy.guardrails.guardrail_hooks.semantic_guard.route_loader import (
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SemanticGuardRouteLoader,
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)
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routes = SemanticGuardRouteLoader.build_routes(
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route_templates=["sql_injection"],
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custom_routes_file=None,
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custom_routes=None,
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global_threshold=0.75,
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)
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assert len(routes) == 1
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assert routes[0].name == "sql_injection"
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assert len(routes[0].utterances) > 20
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def test_build_routes_combined_templates(self):
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from litellm.proxy.guardrails.guardrail_hooks.semantic_guard.route_loader import (
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SemanticGuardRouteLoader,
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)
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routes = SemanticGuardRouteLoader.build_routes(
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route_templates=["prompt_injection", "sql_injection"],
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custom_routes_file=None,
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custom_routes=None,
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global_threshold=0.75,
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)
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assert len(routes) == 2
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route_names = [r.name for r in routes]
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assert "prompt_injection" in route_names
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assert "sql_injection" in route_names
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def test_list_builtin_templates_includes_sql_injection(self):
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from litellm.proxy.guardrails.guardrail_hooks.semantic_guard.route_loader import (
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SemanticGuardRouteLoader,
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)
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templates = SemanticGuardRouteLoader.list_builtin_templates()
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assert "sql_injection" in templates
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assert "prompt_injection" in templates
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class TestContentFilterPromptInjectionTemplate:
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"""Tests for the keyword-based prompt injection policy template (litellm-content-filter)."""
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