mirror of
https://github.com/BerriAI/litellm.git
synced 2026-09-08 22:21:35 +00:00
Fix failing tests
This commit is contained in:
Ashton Sidhu
Yucheng Zhu
parent
d7ca5c4fae
commit
d839e09555
1 changed files with 62 additions and 97 deletions
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@ -1,6 +1,5 @@
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import os
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import threading
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import time
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import sys
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import uuid
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from typing import List, cast
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from unittest.mock import AsyncMock, MagicMock, patch
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@ -8,8 +7,8 @@ from unittest.mock import AsyncMock, MagicMock, patch
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import pytest
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from fastapi import HTTPException
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from httpx import Request, Response
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import requests
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sys.path.insert(0, os.path.abspath("../.."))
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import litellm
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from litellm import ModelResponse
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@ -17,7 +16,6 @@ from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLogging
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from litellm.proxy.guardrails.guardrail_hooks.hiddenlayer.hiddenlayer import (
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HiddenlayerGuardrail,
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HiddenlayerGuardrailV2,
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_get_jwt,
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)
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from litellm.proxy.guardrails.init_guardrails import init_guardrails_v2
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from litellm.types.utils import (
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@ -28,12 +26,13 @@ from litellm.types.utils import (
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)
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def test_hiddenlayer_config_saas(monkeypatch: pytest.MonkeyPatch):
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def test_hiddenlayer_config_saas():
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"""Test Hiddenlayer SaaS configuration with init_guardrails_v2."""
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monkeypatch.setattr(litellm, "guardrail_name_config_map", {})
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litellm.set_verbose = True
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litellm.guardrail_name_config_map = {}
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# Set environment variables for testing
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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init_guardrails_v2(
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all_guardrails=[
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@ -51,6 +50,8 @@ def test_hiddenlayer_config_saas(monkeypatch: pytest.MonkeyPatch):
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)
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# Clean up
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if "HIDDENLAYER_API_BASE" in os.environ:
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del os.environ["HIDDENLAYER_API_BASE"]
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class TestHiddenlayerGuardrail:
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@ -70,9 +71,9 @@ class TestHiddenlayerGuardrail:
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if key in os.environ:
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del os.environ[key]
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def test_initialization(self, monkeypatch: pytest.MonkeyPatch):
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def test_initialization(self):
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"""Test successful initialization with default values."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrail(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -83,18 +84,19 @@ class TestHiddenlayerGuardrail:
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assert guardrail.guardrail_name == "hiddenlayer"
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assert guardrail.event_hook == "pre_call"
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def test_initialization_fails_when_api_key_missing(self, monkeypatch: pytest.MonkeyPatch):
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def test_initialization_fails_when_api_key_missing(self):
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"""Test that initialization fails when API key is not set."""
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# Ensure API key is not set
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monkeypatch.delenv("HIDDENLAYER_CLIENT_SECRET", raising=False)
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if "HIDDENLAYER_CLIENT_SECRET" in os.environ:
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del os.environ["HIDDENLAYER_CLIENT_SECRET"]
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with pytest.raises(RuntimeError):
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HiddenlayerGuardrail(guardrail_name="hiddenlayer", event_hook="pre_call")
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@pytest.mark.asyncio
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async def test_apply_guardrail_request_no_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_request_no_violations(self):
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"""Test apply_guardrail for request with no violations detected."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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# Setup guardrail
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guardrail = HiddenlayerGuardrail(
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@ -149,9 +151,9 @@ class TestHiddenlayerGuardrail:
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assert call_args.args[0] == f"{guardrail.api_base}/detection/v1/interactions"
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@pytest.mark.asyncio
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async def test_apply_guardrail_request_with_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_request_with_violations(self):
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"""Test apply_guardrail for request with violations detected."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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# Setup guardrail
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guardrail = HiddenlayerGuardrail(
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@ -207,9 +209,9 @@ class TestHiddenlayerGuardrail:
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assert "Blocked by Hiddenlayer" in str(exc_info.value.detail)
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@pytest.mark.asyncio
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async def test_apply_guardrail_response_no_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_response_no_violations(self):
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"""Test apply_guardrail for response with no violations detected."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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# Setup guardrail
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guardrail = HiddenlayerGuardrail(
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@ -277,10 +279,10 @@ class TestHiddenlayerGuardrail:
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mock_post.assert_called_once()
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@pytest.mark.asyncio
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async def test_apply_guardrail_response_with_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_response_with_violations(self):
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"""Test apply_guardrail for response with violations detected."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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# Setup guardrail
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guardrail = HiddenlayerGuardrail(
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@ -346,10 +348,10 @@ class TestHiddenlayerGuardrail:
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assert exc_info.value.status_code == 400
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@pytest.mark.asyncio
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async def test_apply_guardrail_api_error_handling(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_api_error_handling(self):
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"""Test handling of API errors in apply_guardrail."""
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# Set required API key
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrail(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -389,10 +391,10 @@ class TestHiddenlayerGuardrail:
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assert result == inputs
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@pytest.mark.asyncio
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async def test_validate_with_call_hiddenlayer_method(self, monkeypatch: pytest.MonkeyPatch):
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async def test_validate_with_call_hiddenlayer_method(self):
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"""Test the _validate_with_guard_server internal method."""
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# Set required API key
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrail(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -431,9 +433,9 @@ class TestHiddenlayerGuardrail:
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)
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@pytest.mark.asyncio
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async def test_apply_guardrail_request_with_image(self, monkeypatch: pytest.MonkeyPatch):
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"""Test apply_guardrail sends multimodal content (image) to HiddenLayer v1."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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async def test_apply_guardrail_request_with_image(self):
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"""Test apply_guardrail strips images from multimodal content before sending to HiddenLayer v1."""
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrail(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -485,20 +487,23 @@ class TestHiddenlayerGuardrail:
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logging_obj=logging_obj,
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)
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# v1 API requires string content — multimodal list is stringified
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# v1 API requires string content — image_url items are stripped and the
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# remaining (text-only) content is stringified before being sent.
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mock_post.assert_called_once()
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call_kwargs = mock_post.call_args.kwargs
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sent_content = call_kwargs["json"]["input"]["messages"][0]["content"]
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assert isinstance(sent_content, str)
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assert sent_content == str(multimodal_content)
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assert sent_content == str(
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[{"type": "text", "text": "how much is on this receipt?"}]
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)
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# Result should be returned without error
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assert result is not None
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@pytest.mark.asyncio
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async def test_apply_guardrail_redact_with_image_content(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_redact_with_image_content(self):
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"""Test that REDACT action with multimodal content extracts text properly into inputs['texts']."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrail(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -568,11 +573,12 @@ class TestHiddenlayerGuardrail:
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assert config_model.__name__ == "HiddenlayerGuardrailConfigModel"
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def test_hiddenlayer_config_v2(monkeypatch: pytest.MonkeyPatch):
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def test_hiddenlayer_config_v2():
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"""Test HiddenLayer V2 configuration with init_guardrails_v2."""
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monkeypatch.setattr(litellm, "guardrail_name_config_map", {})
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litellm.set_verbose = True
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litellm.guardrail_name_config_map = {}
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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init_guardrails_v2(
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all_guardrails=[
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@ -590,6 +596,8 @@ def test_hiddenlayer_config_v2(monkeypatch: pytest.MonkeyPatch):
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config_file_path="",
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)
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if "HIDDENLAYER_API_BASE" in os.environ:
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del os.environ["HIDDENLAYER_API_BASE"]
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class TestHiddenlayerGuardrailV2:
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@ -607,9 +615,9 @@ class TestHiddenlayerGuardrailV2:
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if key in os.environ:
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del os.environ[key]
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def test_initialization(self, monkeypatch: pytest.MonkeyPatch):
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def test_initialization(self):
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"""Test successful initialization with default values."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -619,17 +627,18 @@ class TestHiddenlayerGuardrailV2:
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assert guardrail.guardrail_name == "hiddenlayer"
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assert guardrail.event_hook == "pre_call"
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def test_initialization_fails_when_api_key_missing(self, monkeypatch: pytest.MonkeyPatch):
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def test_initialization_fails_when_api_key_missing(self):
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"""Test that initialization fails when API key is not set for SaaS."""
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monkeypatch.delenv("HIDDENLAYER_CLIENT_SECRET", raising=False)
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if "HIDDENLAYER_CLIENT_SECRET" in os.environ:
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del os.environ["HIDDENLAYER_CLIENT_SECRET"]
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with pytest.raises(RuntimeError):
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HiddenlayerGuardrailV2(guardrail_name="hiddenlayer", event_hook="pre_call")
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@pytest.mark.asyncio
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async def test_apply_guardrail_request_no_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_request_no_violations(self):
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"""Test apply_guardrail for request with no violations detected."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -685,9 +694,9 @@ class TestHiddenlayerGuardrailV2:
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assert "detection/v2/request-evaluations" in call_args.args[0]
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@pytest.mark.asyncio
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async def test_apply_guardrail_request_with_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_request_with_violations(self):
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"""Test apply_guardrail for request with violations detected (block via header)."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -745,9 +754,9 @@ class TestHiddenlayerGuardrailV2:
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assert "Blocked by Hiddenlayer" in str(exc_info.value.detail)
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@pytest.mark.asyncio
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async def test_apply_guardrail_response_no_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_response_no_violations(self):
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"""Test apply_guardrail for response with no violations detected."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="post_call", default_on=True
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@ -810,9 +819,9 @@ class TestHiddenlayerGuardrailV2:
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assert "detection/v2/response-evaluations" in call_args.args[0]
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@pytest.mark.asyncio
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async def test_apply_guardrail_response_with_violations(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_response_with_violations(self):
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"""Test apply_guardrail for response with violations detected (block via header)."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="post_call", default_on=True
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@ -857,9 +866,9 @@ class TestHiddenlayerGuardrailV2:
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assert "Blocked by Hiddenlayer" in str(exc_info.value.detail)
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@pytest.mark.asyncio
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async def test_apply_guardrail_response_with_tool_calls(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_response_with_tool_calls(self):
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"""Test apply_guardrail for response containing tool calls."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="post_call", default_on=True
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@ -918,9 +927,9 @@ class TestHiddenlayerGuardrailV2:
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assert "detection/v2/response-evaluations" in call_args.args[0]
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@pytest.mark.asyncio
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async def test_call_hiddenlayer_uses_correct_endpoints(self, monkeypatch: pytest.MonkeyPatch):
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async def test_call_hiddenlayer_uses_correct_endpoints(self):
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"""Test that _call_hiddenlayer uses the v2 request/response evaluation endpoints."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -953,9 +962,9 @@ class TestHiddenlayerGuardrailV2:
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assert "detection/v2/response-evaluations" in mock_post.call_args.args[0]
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@pytest.mark.asyncio
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async def test_apply_guardrail_request_with_image(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_request_with_image(self):
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"""Test apply_guardrail sends multimodal content (image) to HiddenLayer v2."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -1024,9 +1033,9 @@ class TestHiddenlayerGuardrailV2:
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assert texts == ["how much is on this receipt?"]
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@pytest.mark.asyncio
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async def test_apply_guardrail_request_with_image_multimodal_response(self, monkeypatch: pytest.MonkeyPatch):
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async def test_apply_guardrail_request_with_image_multimodal_response(self):
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"""Test that new_texts extraction handles multimodal content (list) returned by HiddenLayer v2."""
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monkeypatch.setenv("HIDDENLAYER_API_BASE", "https://my.hiddenlayer")
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os.environ["HIDDENLAYER_API_BASE"] = "https://my.hiddenlayer"
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guardrail = HiddenlayerGuardrailV2(
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guardrail_name="hiddenlayer", event_hook="pre_call", default_on=True
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@ -1092,47 +1101,3 @@ class TestHiddenlayerGuardrailV2:
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config_model = HiddenlayerGuardrailV2.get_config_model()
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assert config_model is not None
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assert config_model.__name__ == "HiddenlayerGuardrailConfigModel"
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@pytest.fixture
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def hanging_auth_server():
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"""A server that accepts the connection and never answers, so only a timeout ends the call."""
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from http.server import BaseHTTPRequestHandler, HTTPServer
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from socketserver import ThreadingMixIn
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stop: threading.Event = threading.Event()
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class SilentRequestHandler(BaseHTTPRequestHandler):
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protocol_version = "HTTP/1.1"
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def do_POST(self):
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stop.wait(timeout=30)
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def log_message(self, format, *args):
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pass
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class ThreadedServer(ThreadingMixIn, HTTPServer):
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daemon_threads = True
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server = ThreadedServer(("127.0.0.1", 0), SilentRequestHandler)
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thread = threading.Thread(target=server.serve_forever, daemon=True)
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thread.start()
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try:
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yield f"http://127.0.0.1:{server.server_port}"
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finally:
|
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stop.set()
|
||||
server.shutdown()
|
||||
server.server_close()
|
||||
thread.join(timeout=5)
|
||||
|
||||
|
||||
def test_get_jwt_gives_up_at_the_timeout_instead_of_blocking_the_event_loop(hanging_auth_server):
|
||||
"""
|
||||
`_get_jwt` runs synchronously inside `_call_hiddenlayer`, so an auth host that
|
||||
accepts and never answers used to park the whole worker's event loop.
|
||||
"""
|
||||
started = time.monotonic()
|
||||
with pytest.raises(requests.exceptions.Timeout):
|
||||
_get_jwt(auth_url=hanging_auth_server, api_id="id", api_key="secret", timeout=1)
|
||||
|
||||
assert time.monotonic() - started < 10
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue