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9158b0a
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Parent(s):
b38a380
tests: add test coverage for secrets detection
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tests/__init__.py
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tests/guardrails_genie/__init__.py
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tests/guardrails_genie/guardrails/__init__.py
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tests/guardrails_genie/guardrails/test_secrets_detection.py
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| 1 |
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import hashlib
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import re
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import pytest
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from hypothesis import given, strategies as st, settings
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from guardrails_genie.guardrails.secrets_detection import (
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DEFAULT_SECRETS_PATTERNS,
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SecretsDetectionSimpleResponse,
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SecretsDetectionResponse,
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SecretsDetectionGuardrail,
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REDACTION,
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redact,
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)
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@pytest.fixture
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def mock_secrets_guard(monkeypatch):
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def _mock_guard(*args, **kwargs):
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prompt = kwargs.get("prompt")
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return_detected_types = kwargs.get("return_detected_types")
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if "safe text" in prompt:
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if return_detected_types:
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return SecretsDetectionResponse(
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contains_secrets=False,
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explanation="No secrets detected in the text.",
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detected_secrets={},
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redacted_text=prompt,
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)
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else:
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return SecretsDetectionSimpleResponse(
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contains_secrets=False,
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explanation="No secrets detected in the text.",
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redacted_text=prompt,
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)
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else:
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if return_detected_types:
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return SecretsDetectionResponse(
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contains_secrets=True,
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explanation="The output contains secrets.",
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detected_secrets={"secrets": ["API_KEY"]},
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redacted_text="My secret key is [REDACTED:]************[:REDACTED]",
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)
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else:
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return SecretsDetectionSimpleResponse(
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contains_secrets=True,
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explanation="The output contains secrets.",
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redacted_text="My secret key is [REDACTED:]************[:REDACTED]",
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)
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monkeypatch.setattr(
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"guardrails_genie.guardrails.secrets_detection.SecretsDetectionGuardrail.guard",
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_mock_guard,
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)
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def test_redact_partial():
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text = "My secret key is ABCDEFGHIJKL"
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matches = ["ABCDEFGHIJKL"]
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redacted_text = redact(text, matches, REDACTION.REDACT_PARTIAL)
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assert redacted_text == "My secret key is [REDACTED:]AB..KL[:REDACTED]"
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def test_redact_all():
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text = "My secret key is ABCDEFGHIJKL"
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matches = ["ABCDEFGHIJKL"]
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redacted_text = redact(text, matches, REDACTION.REDACT_ALL)
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assert redacted_text == "My secret key is [REDACTED:]************[:REDACTED]"
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def test_redact_hash():
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text = "My secret key is ABCDEFGHIJKL"
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matches = ["ABCDEFGHIJKL"]
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hashed_value = hashlib.md5("ABCDEFGHIJKL".encode()).hexdigest()
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redacted_text = redact(text, matches, REDACTION.REDACT_HASH)
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assert redacted_text == f"My secret key is [REDACTED:]{hashed_value}[:REDACTED]"
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def test_redact_no_match():
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text = "My secret key is ABCDEFGHIJKL"
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matches = ["XYZ"]
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redacted_text = redact(text, matches, REDACTION.REDACT_ALL)
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assert redacted_text == text
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def test_secrets_detection_guardrail_detect_types(mock_secrets_guard):
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from guardrails_genie.guardrails.secrets_detection import (
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SecretsDetectionGuardrail,
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REDACTION,
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)
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guardrail = SecretsDetectionGuardrail(redaction=REDACTION.REDACT_ALL)
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prompt = "My secret key is ABCDEFGHIJKL"
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result = guardrail.guard(prompt=prompt, return_detected_types=True)
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assert result.contains_secrets is True
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assert result.explanation == "The output contains secrets."
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assert result.detected_secrets == {"secrets": ["API_KEY"]}
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assert result.redacted_text == "My secret key is [REDACTED:]************[:REDACTED]"
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def test_secrets_detection_guardrail_simple_response(mock_secrets_guard):
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from guardrails_genie.guardrails.secrets_detection import (
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SecretsDetectionGuardrail,
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REDACTION,
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)
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guardrail = SecretsDetectionGuardrail(redaction=REDACTION.REDACT_ALL)
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prompt = "My secret key is ABCDEFGHIJKL"
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result = guardrail.guard(prompt=prompt, return_detected_types=False)
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assert result.contains_secrets is True
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assert result.explanation == "The output contains secrets."
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assert result.redacted_text == "My secret key is [REDACTED:]************[:REDACTED]"
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def test_secrets_detection_guardrail_no_secrets(mock_secrets_guard):
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from guardrails_genie.guardrails.secrets_detection import (
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SecretsDetectionGuardrail,
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REDACTION,
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)
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guardrail = SecretsDetectionGuardrail(redaction=REDACTION.REDACT_ALL)
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prompt = "This is a safe text with no secrets."
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result = guardrail.guard(prompt=prompt, return_detected_types=True)
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assert result.contains_secrets is False
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assert result.explanation == "No secrets detected in the text."
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assert result.detected_secrets == {}
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assert result.redacted_text == prompt
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# Create a strategy to generate strings that match the patterns
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def pattern_strategy(pattern):
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return st.from_regex(re.compile(pattern), fullmatch=True)
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@settings(deadline=1000) # Set the deadline to 1000 milliseconds (1 second)
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@given(pattern_strategy(DEFAULT_SECRETS_PATTERNS["JwtToken"][0]))
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def test_specific_pattern_guardrail(text):
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| 145 |
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guardrail = SecretsDetectionGuardrail(redaction=REDACTION.REDACT_ALL)
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result = guardrail.guard(prompt=text, return_detected_types=True)
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assert result.contains_secrets is True
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assert "JwtToken" in result.detected_secrets
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