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feat(actions): add RailOutcome rail-result contract #2150
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| # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. | ||
| # SPDX-License-Identifier: Apache-2.0 | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
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| """The engine-neutral outcome of a single rail check. | ||
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| ``RailOutcome`` is the canonical, backend-agnostic verdict a rail produces. It | ||
| carries only the DECISION and neutral evidence, never how a consequence is | ||
| rendered: which exception to raise, which bot intent or refusal message to | ||
| emit, and how to localize it are presentation concerns that each engine (the | ||
| Colang flow, IORails) decides for itself from this outcome plus its config. | ||
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| Fields: | ||
| - ``decision``: ALLOW / BLOCK / TRANSFORM. | ||
| - ``reason``: optional neutral, human-readable explanation. | ||
| - ``metadata``: neutral evidence the decision is based on (policy violations, | ||
| categories, scores, or backend-specific details). The top-level mapping is | ||
| copied at construction and is never load-bearing for the decision itself. | ||
| Serialization and disclosure are concerns for consumers at their boundaries. | ||
| - ``transforms``: for TRANSFORM, which conversation variables are rewritten | ||
| and to what. Transform outcomes are non-streaming; streaming output paths | ||
| treat the check as non-blocking and do not apply the rewrite. | ||
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| Deliberately NOT here (they are rendering, not decision): exception type, | ||
| refusal intent/message, language, and Colang event/context-update channels. | ||
| A BLOCK always means "stop"; there is no soft-block flag. | ||
| """ | ||
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| from collections.abc import Mapping, Sequence | ||
| from dataclasses import dataclass, field | ||
| from enum import Enum | ||
| from typing import Any | ||
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| __all__ = ["RailDecision", "TransformTarget", "TransformSpec", "RailOutcome", "require_rail_outcome"] | ||
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| class RailDecision(Enum): | ||
| """The three mutually exclusive things a rail can decide.""" | ||
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| ALLOW = "allow" | ||
| BLOCK = "block" | ||
| TRANSFORM = "transform" | ||
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| class TransformTarget(str, Enum): | ||
| """The conversation variable a transform rewrites.""" | ||
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| USER_MESSAGE = "user_message" | ||
| BOT_MESSAGE = "bot_message" | ||
| RELEVANT_CHUNKS = "relevant_chunks" | ||
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| @dataclass(frozen=True, slots=True) | ||
| class TransformSpec: | ||
| """A rewrite of a single conversation variable.""" | ||
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| target: TransformTarget | ||
| text: str | ||
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| def __post_init__(self) -> None: | ||
| object.__setattr__(self, "target", TransformTarget(self.target)) | ||
| if not isinstance(self.text, str): | ||
| raise TypeError("transform text must be a string") | ||
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| @dataclass(frozen=True, slots=True) | ||
| class RailOutcome: | ||
| """The engine-neutral verdict of one rail check. | ||
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| ``transforms`` is non-empty if and only if ``decision`` is TRANSFORM. Each | ||
| engine renders the consequence of a BLOCK its own way; this object does not | ||
| encode it. | ||
| """ | ||
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| decision: RailDecision | ||
| reason: str | None = None | ||
| metadata: Mapping[str, Any] = field(default_factory=dict) | ||
| transforms: tuple[TransformSpec, ...] = () | ||
| __hash__ = None | ||
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| def __post_init__(self) -> None: | ||
| object.__setattr__(self, "decision", RailDecision(self.decision)) | ||
| if self.reason is not None and not isinstance(self.reason, str): | ||
| raise TypeError("reason must be a string or None") | ||
| if not isinstance(self.metadata, Mapping): | ||
| raise TypeError("metadata must be a mapping") | ||
| metadata = dict(self.metadata) | ||
| if not all(isinstance(key, str) for key in metadata): | ||
| raise TypeError("metadata keys must be strings") | ||
| object.__setattr__(self, "metadata", metadata) | ||
| object.__setattr__(self, "transforms", tuple(self.transforms)) | ||
| if bool(self.transforms) != (self.decision is RailDecision.TRANSFORM): | ||
| raise ValueError("transforms must be non-empty if and only if decision is TRANSFORM") | ||
|
Pouyanpi marked this conversation as resolved.
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| if not all(isinstance(spec, TransformSpec) for spec in self.transforms): | ||
| raise TypeError("transforms must contain only TransformSpec instances") | ||
| targets = [spec.target for spec in self.transforms] | ||
| if len(targets) != len(set(targets)): | ||
| raise ValueError("transforms must not repeat the same TransformTarget") | ||
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| @property | ||
| def is_blocked(self) -> bool: | ||
| """The single field both engines read to gate; rendering is theirs.""" | ||
| return self.decision is RailDecision.BLOCK | ||
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| @property | ||
| def is_transform(self) -> bool: | ||
| return self.decision is RailDecision.TRANSFORM | ||
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| @property | ||
| def transform_text(self) -> dict[str, str]: | ||
| return {spec.target.value: spec.text for spec in self.transforms} | ||
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| @classmethod | ||
| def allow( | ||
| cls, | ||
| *, | ||
| reason: str | None = None, | ||
| metadata: Mapping[str, Any] | None = None, | ||
| ) -> "RailOutcome": | ||
| return cls(decision=RailDecision.ALLOW, reason=reason, metadata={} if metadata is None else metadata) | ||
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| @classmethod | ||
| def block( | ||
| cls, | ||
| *, | ||
| reason: str | None = None, | ||
| metadata: Mapping[str, Any] | None = None, | ||
| ) -> "RailOutcome": | ||
| return cls(decision=RailDecision.BLOCK, reason=reason, metadata={} if metadata is None else metadata) | ||
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| @classmethod | ||
| def transform( | ||
| cls, | ||
| rewrites: Sequence[tuple[TransformTarget, str]], | ||
| *, | ||
| reason: str | None = None, | ||
| metadata: Mapping[str, Any] | None = None, | ||
| ) -> "RailOutcome": | ||
| return cls( | ||
| decision=RailDecision.TRANSFORM, | ||
| reason=reason, | ||
| transforms=tuple(TransformSpec(target=target, text=text) for target, text in rewrites), | ||
|
Pouyanpi marked this conversation as resolved.
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| metadata={} if metadata is None else metadata, | ||
| ) | ||
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| def require_rail_outcome(result: object) -> RailOutcome: | ||
| if not isinstance(result, RailOutcome): | ||
| raise TypeError(f"Rail action must return RailOutcome, got {type(result).__name__}") | ||
| return result | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,212 @@ | ||
| # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. | ||
| # SPDX-License-Identifier: Apache-2.0 | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
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| import dataclasses | ||
| from collections.abc import Hashable | ||
| from typing import Any, cast | ||
|
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| import pytest | ||
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| from nemoguardrails.actions.rail_outcome import ( | ||
| RailDecision, | ||
| RailOutcome, | ||
| TransformSpec, | ||
| TransformTarget, | ||
| require_rail_outcome, | ||
| ) | ||
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| def test_allow_is_not_blocked(): | ||
| outcome = RailOutcome.allow() | ||
| assert outcome.decision is RailDecision.ALLOW | ||
| assert outcome.is_blocked is False | ||
| assert outcome.is_transform is False | ||
| assert outcome.transforms == () | ||
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| def test_allow_carries_metadata(): | ||
| outcome = RailOutcome.allow(metadata={"policy_violations": [], "score": 0.1}) | ||
| assert outcome.metadata == {"policy_violations": [], "score": 0.1} | ||
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| def test_metadata_mapping_is_copied(): | ||
| metadata = {"score": 0.1} | ||
| outcome = RailOutcome(decision=RailDecision.ALLOW, metadata=metadata) | ||
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| metadata["score"] = 0.9 | ||
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| assert outcome.metadata == {"score": 0.1} | ||
| assert outcome.metadata is not metadata | ||
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| def test_metadata_accepts_backend_specific_values(): | ||
| provider_result = object() | ||
| outcome = RailOutcome.allow(metadata={"provider_result": provider_result}) | ||
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| assert outcome.metadata["provider_result"] is provider_result | ||
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| def test_block_is_blocked_with_reason_and_metadata(): | ||
| outcome = RailOutcome.block(reason="unsafe", metadata={"policy_violations": ["S1: Violence"]}) | ||
| assert outcome.decision is RailDecision.BLOCK | ||
| assert outcome.is_blocked is True | ||
| assert outcome.is_transform is False | ||
| assert outcome.reason == "unsafe" | ||
| assert outcome.metadata == {"policy_violations": ["S1: Violence"]} | ||
| assert outcome.transforms == () | ||
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| def test_transform_targets_variables(): | ||
| outcome = RailOutcome.transform( | ||
| [ | ||
| (TransformTarget.USER_MESSAGE, "masked input"), | ||
| (TransformTarget.BOT_MESSAGE, "masked output"), | ||
| ] | ||
| ) | ||
| assert outcome.decision is RailDecision.TRANSFORM | ||
| assert outcome.is_blocked is False | ||
| assert outcome.is_transform is True | ||
| assert outcome.transforms == ( | ||
| TransformSpec(target=TransformTarget.USER_MESSAGE, text="masked input"), | ||
| TransformSpec(target=TransformTarget.BOT_MESSAGE, text="masked output"), | ||
| ) | ||
| assert outcome.transform_text == { | ||
| "user_message": "masked input", | ||
| "bot_message": "masked output", | ||
| } | ||
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| def test_metadata_reason_key_does_not_replace_canonical_reason(): | ||
| outcome = RailOutcome.block(metadata={"reason": "provider reason"}) | ||
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| assert outcome.reason is None | ||
| assert outcome.metadata == {"reason": "provider reason"} | ||
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| def test_factory_rejects_misspelled_reason_keyword(): | ||
| with pytest.raises(TypeError, match="unexpected keyword argument"): | ||
| cast(Any, RailOutcome.block)(resaon="unsafe") | ||
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| def test_transform_normalizes_string_target(): | ||
| outcome = RailOutcome.transform([(cast(Any, "user_message"), "masked input")]) | ||
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| assert outcome.transforms == (TransformSpec(target=TransformTarget.USER_MESSAGE, text="masked input"),) | ||
| assert outcome.transform_text == {"user_message": "masked input"} | ||
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| def test_transform_rejects_unknown_target(): | ||
| with pytest.raises(ValueError): | ||
| RailOutcome.transform([(cast(Any, "unknown"), "masked input")]) | ||
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| def test_transform_rejects_non_string_text(): | ||
| with pytest.raises(TypeError, match="transform text must be a string"): | ||
| TransformSpec(target=TransformTarget.USER_MESSAGE, text=cast(Any, 123)) | ||
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| def test_transform_rejects_duplicate_targets(): | ||
| with pytest.raises(ValueError, match="transforms must not repeat the same TransformTarget"): | ||
| RailOutcome.transform( | ||
| [ | ||
| (TransformTarget.USER_MESSAGE, "first"), | ||
| (TransformTarget.USER_MESSAGE, "second"), | ||
| ] | ||
| ) | ||
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| def test_transform_container_is_defensively_normalized_to_tuple(): | ||
| transforms = [TransformSpec(target=TransformTarget.USER_MESSAGE, text="masked input")] | ||
| outcome = RailOutcome( | ||
| decision=RailDecision.TRANSFORM, | ||
| transforms=cast(Any, transforms), | ||
| ) | ||
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| transforms.clear() | ||
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| assert outcome.transforms == (TransformSpec(target=TransformTarget.USER_MESSAGE, text="masked input"),) | ||
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| def test_transform_container_rejects_non_transform_specs(): | ||
| with pytest.raises(TypeError, match="transforms must contain only TransformSpec instances"): | ||
| RailOutcome( | ||
| decision=RailDecision.TRANSFORM, | ||
| transforms=cast(Any, [object()]), | ||
| ) | ||
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| def test_transform_payload_required_for_transform_decision(): | ||
| with pytest.raises(ValueError, match="transforms must be non-empty if and only if decision is TRANSFORM"): | ||
| RailOutcome(decision=RailDecision.TRANSFORM) | ||
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| def test_transform_payload_forbidden_for_block_decision(): | ||
| with pytest.raises(ValueError, match="transforms must be non-empty if and only if decision is TRANSFORM"): | ||
| RailOutcome( | ||
| decision=RailDecision.BLOCK, | ||
| transforms=(TransformSpec(target=TransformTarget.USER_MESSAGE, text="x"),), | ||
| ) | ||
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| def test_outcome_is_immutable(): | ||
| outcome = RailOutcome.allow() | ||
| with pytest.raises(dataclasses.FrozenInstanceError): | ||
| cast(Any, outcome).decision = RailDecision.BLOCK | ||
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| def test_outcome_is_explicitly_unhashable(): | ||
| outcome = RailOutcome.allow() | ||
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| assert not isinstance(outcome, Hashable) | ||
| with pytest.raises(TypeError, match="unhashable type"): | ||
| hash(outcome) | ||
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| def test_reason_rejects_non_string_value(): | ||
| with pytest.raises(TypeError, match="reason must be a string or None"): | ||
| RailOutcome.allow(reason=cast(Any, 123)) | ||
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| def test_metadata_rejects_non_string_keys(): | ||
| with pytest.raises(TypeError, match="metadata keys must be strings"): | ||
| RailOutcome.allow(metadata=cast(Any, {1: "value"})) | ||
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| def test_metadata_rejects_non_mapping_value(): | ||
| with pytest.raises(TypeError, match="metadata must be a mapping"): | ||
| RailOutcome.allow(metadata=cast(Any, [])) | ||
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| def test_decision_string_is_normalized(): | ||
| outcome = RailOutcome(decision=cast(Any, "block")) | ||
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| assert outcome.decision is RailDecision.BLOCK | ||
| assert outcome.is_blocked is True | ||
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| def test_unknown_decision_is_rejected(): | ||
| with pytest.raises(ValueError): | ||
| RailOutcome(decision=cast(Any, "unknown")) | ||
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| def test_require_rail_outcome_accepts_outcome(): | ||
| outcome = RailOutcome.allow() | ||
| assert require_rail_outcome(outcome) is outcome | ||
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| @pytest.mark.parametrize("result", [None, False, {}, (RailOutcome.allow(), "success")]) | ||
| def test_require_rail_outcome_rejects_other_results(result): | ||
| with pytest.raises(TypeError, match="Rail action must return RailOutcome"): | ||
| require_rail_outcome(result) |
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