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* feat(extensions): let an out-of-tree extension observe what the agent did
DeerFlow's extension system can contribute middleware, services and routes,
but an extension cannot answer basic questions about a run without reaching
into host internals. Several of the facts it would need are destroyed by the
operations that produce them:
* The middleware chain injects and rewrites a lot of context — date
reminders, recalled memory, compaction summaries, durable-context data,
image payloads, activated skill bodies. Downstream, none of it is
attributable: at the model-call boundary an injected HumanMessage is
indistinguishable from the user's own, and anything wanting to tell them
apart has to pattern-match prompt wording, which breaks on the next copy
edit.
* Two runs of "the same agent" are only comparable if the chain enforced the
same limits, prompts and thresholds. Recovering that from outside means
reading private attributes and guessing which of them change behaviour — a
guess that rots silently as middlewares gain fields.
* The lead-agent factory resolves a model after runtime overrides, renders a
prompt, filters tools through authorization and composes a stack, all
inside one synchronous call, and none of it survives: a middleware sees its
neighbours but not the prompt, the run worker sees a graph but not what
went into it.
* Summarization is destructive by design. N messages leave the context and
one summary enters it; afterwards only the summary exists, so "which
messages became this?" is not reconstructible.
This adds seven neutral facilities so those facts are recorded where they are
still true, and releases the contract package as 0.2.0.
Message provenance
Producers stamp `deerflow_content_kind` / `deerflow_producer_kind` onto the
messages they inject or rewrite. Stamping is unconditional — a fact whose
presence depends on whether an observer is installed is not a fact — and the
keys are server-owned, so provenance cannot be forged from a request.
Middleware self-description
Twelve middlewares declare their own behaviour-affecting parameters through
a duck-typed `release_policy_parameters()`. Long text is hashed rather than
embedded: a declaration is an identity, not a copy of the prompt.
Agent assembly descriptor
`assemble_lead_agent()` returns the graph plus a descriptor whose fingerprint
answers "did anything about this agent change between these two runs?".
`make_lead_agent()` keeps its graph-only signature — it is the LangGraph
Server ABI declared in langgraph.json. Tools and skills are sorted before
hashing because their assembly order is incidental; middlewares are not,
because stack order decides what wraps what. Host build identity is reported
but excluded from the fingerprint, so a redeploy does not invalidate every
agent's identity.
Context compaction observation
Summarization emits the content hashes of the messages it is about to remove
joined to the summary that replaced them. Content is the only identity
available at that seam: the summary does not become a message, and what later
projects it into a request renders it bounded and escaped rather than
verbatim.
Neutral policy, transform and MCP-source facts
Guardrail decisions are published to runtime context under a `__`-prefixed
key; result-rewriting middlewares append a declared, ordered transform trail;
MCP tools carry their credential-free logical origin.
Extension route identity
Contributed routes are session-authenticated and cannot opt out, but
"logged in" and "administrator" are different questions. Extensions get a
neutral projection of the caller rather than the host's auth context, and
`require_admin` fails closed when identity cannot be determined.
Extension-owned tables
An extension that persists data owns its own MetaData and migration chain, so
its tables are absent from Base.metadata and `alembic revision --autogenerate`
proposes dropping them. Extensions declare a table prefix, which is rejected
at registration if it would shadow a host table.
The contract package stays dependency-free and imports no host code; every new
Protocol method has a default so later additions remain additive. The loader's
pre-1.0 rule requires an exact major.minor match, so extensions written against
0.1 are now refused at startup with an actionable install hint rather than
loading into a host that implements a different surface.
uv.lock records the contract package's new version, so `uv sync --locked` still
resolves on a fresh checkout.
* fix(backend): sort gateway service imports
239 lines
9.5 KiB
Python
239 lines
9.5 KiB
Python
"""Middlewares describe their own behaviour-affecting parameters.
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Two runs that used different limits are different runs. Reconstructing that
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from outside means reading private attributes and guessing which ones matter;
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each middleware declares it instead.
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"""
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import importlib
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import pytest
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from deerflow_extension_api import ReleasePolicyProvider, canonical_hash, canonical_json, collect_release_policies
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from langchain_core.language_models import BaseChatModel
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from langchain_core.messages import AIMessage
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from langchain_core.outputs import ChatGeneration, ChatResult
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def test_canonical_json_is_key_order_independent():
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assert canonical_json({"b": 1, "a": 2}) == canonical_json({"a": 2, "b": 1})
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def test_canonical_json_is_stable_across_processes_for_nested_values():
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assert canonical_json({"a": [1, {"d": 4, "c": 3}]}) == '{"a":[1,{"c":3,"d":4}]}'
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def test_canonical_hash_differs_when_a_value_differs():
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assert canonical_hash({"limit": 5}) != canonical_hash({"limit": 6})
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def test_canonical_json_rejects_unserialisable_values_loudly():
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with pytest.raises(TypeError):
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canonical_json({"f": object()})
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def test_collect_skips_middlewares_that_declare_nothing():
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class Silent:
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pass
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class Declaring:
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def release_policy_parameters(self):
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return {"limit": 3}
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assert collect_release_policies([Silent(), Declaring()]) == {"Declaring": {"limit": 3}}
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def test_collect_survives_a_middleware_whose_declaration_raises():
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class Broken:
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def release_policy_parameters(self):
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raise RuntimeError("boom")
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class Fine:
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def release_policy_parameters(self):
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return {"ok": True}
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result = collect_release_policies([Broken(), Fine()])
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assert result["Fine"] == {"ok": True}
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assert result["Broken"] == {"error": "RuntimeError"}
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def test_collect_survives_two_middlewares_of_the_same_class():
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"""A second instance of the same class must not overwrite the first."""
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class Declaring:
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def __init__(self, limit):
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self._limit = limit
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def release_policy_parameters(self):
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return {"limit": self._limit}
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result = collect_release_policies([Declaring(1), Declaring(2)])
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assert result == {"Declaring": {"limit": 1}, "Declaring#2": {"limit": 2}}
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def test_collect_unwraps_an_isolation_style_wrapper():
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"""A contributed middleware reaches the stack behind a duck-typed ``.inner``
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wrapper; describing the wrapper instead of the real middleware would
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collapse every extension contribution into one shared, empty entry."""
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class Wrapped:
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def release_policy_parameters(self):
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return {"limit": 3}
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class Wrapper:
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def __init__(self, inner):
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self.inner = inner
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assert collect_release_policies([Wrapper(Wrapped())]) == {"Wrapped": {"limit": 3}}
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def test_protocol_is_runtime_checkable():
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class Declaring:
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def release_policy_parameters(self):
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return {}
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assert isinstance(Declaring(), ReleasePolicyProvider)
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class _StaticChatModel(BaseChatModel):
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"""Minimal real ``BaseChatModel`` that never calls a provider.
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Mirrors the construction-time stand-in already used by
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``test_summarization_middleware.py``'s ``_StaticChatModel``: summarization
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middleware construction needs a model object, but no API key or network
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access, so a real (non-string) ``BaseChatModel`` subclass sidesteps
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``langchain``'s ``init_chat_model`` entirely.
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"""
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text: str = "ok"
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@property
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def _llm_type(self) -> str:
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return "static-test-chat-model"
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def bind_tools(self, tools, **kwargs):
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return self
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def _generate(self, messages, stop=None, run_manager=None, **kwargs):
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return ChatResult(generations=[ChatGeneration(message=AIMessage(content=self.text))])
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def _make_loop_detection_middleware():
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from deerflow.agents.middlewares.loop_detection_middleware import LoopDetectionMiddleware
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return LoopDetectionMiddleware()
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def _make_subagent_limit_middleware():
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from deerflow.agents.middlewares.subagent_limit_middleware import SubagentLimitMiddleware
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return SubagentLimitMiddleware(max_concurrent=2, max_total=6)
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def _make_terminal_response_middleware():
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from deerflow.agents.middlewares.terminal_response_middleware import TerminalResponseMiddleware
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return TerminalResponseMiddleware()
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def _make_todo_middleware():
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from deerflow.agents.middlewares.todo_middleware import TodoMiddleware
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return TodoMiddleware()
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def _make_token_budget_middleware():
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from deerflow.agents.middlewares.token_budget_middleware import TokenBudgetMiddleware
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from deerflow.config.token_budget_config import TokenBudgetConfig
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return TokenBudgetMiddleware(config=TokenBudgetConfig())
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def _make_deferred_tool_filter_middleware():
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from deerflow.agents.middlewares.deferred_tool_filter_middleware import DeferredToolFilterMiddleware
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return DeferredToolFilterMiddleware(deferred_names=frozenset({"tool_b", "tool_a"}), catalog_hash="catalog-1")
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def _make_safety_finish_reason_middleware():
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from deerflow.agents.middlewares.safety_finish_reason_middleware import SafetyFinishReasonMiddleware
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return SafetyFinishReasonMiddleware()
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def _make_summarization_middleware():
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from deerflow.agents.middlewares.summarization_middleware import DeerFlowSummarizationMiddleware
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return DeerFlowSummarizationMiddleware(
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model=_StaticChatModel(),
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trigger=("messages", 4),
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keep=("messages", 2),
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token_counter=len,
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)
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def _make_tool_output_budget_middleware():
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from deerflow.agents.middlewares.tool_output_budget_middleware import ToolOutputBudgetMiddleware
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return ToolOutputBudgetMiddleware()
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def _make_skill_activation_middleware():
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from deerflow.agents.middlewares.skill_activation_middleware import SkillActivationMiddleware
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return SkillActivationMiddleware(available_skills={"skill-b", "skill-a"}, slash_source_owner_token="test-owner-token")
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def _make_system_message_coalescing_middleware():
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from deerflow.agents.middlewares.system_message_coalescing_middleware import SystemMessageCoalescingMiddleware
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return SystemMessageCoalescingMiddleware()
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# Single source of truth for "which middlewares declare a release policy" so
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# the existence check and the construct-call-hash check below can never drift
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# apart into two separately-maintained middleware lists. Every entry here is
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# constructible with the minimum arguments needed for a valid instance; if a
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# future addition genuinely cannot be constructed in a unit test, keep its
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# entry and mark it with `pytest.param(..., marks=pytest.mark.skip(reason=...))`
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# instead of dropping it — a documented gap beats an invisible one.
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_MIDDLEWARE_DECLARATIONS = [
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("deerflow.agents.middlewares.loop_detection_middleware", "LoopDetectionMiddleware", _make_loop_detection_middleware),
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("deerflow.agents.middlewares.subagent_limit_middleware", "SubagentLimitMiddleware", _make_subagent_limit_middleware),
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("deerflow.agents.middlewares.terminal_response_middleware", "TerminalResponseMiddleware", _make_terminal_response_middleware),
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# DeerFlow's own subclass, not the LangChain base class re-exported into
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# this module under the same import path (TodoListMiddleware).
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("deerflow.agents.middlewares.todo_middleware", "TodoMiddleware", _make_todo_middleware),
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("deerflow.agents.middlewares.token_budget_middleware", "TokenBudgetMiddleware", _make_token_budget_middleware),
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("deerflow.agents.middlewares.deferred_tool_filter_middleware", "DeferredToolFilterMiddleware", _make_deferred_tool_filter_middleware),
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("deerflow.agents.middlewares.safety_finish_reason_middleware", "SafetyFinishReasonMiddleware", _make_safety_finish_reason_middleware),
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("deerflow.agents.middlewares.summarization_middleware", "DeerFlowSummarizationMiddleware", _make_summarization_middleware),
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("deerflow.agents.middlewares.tool_output_budget_middleware", "ToolOutputBudgetMiddleware", _make_tool_output_budget_middleware),
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("deerflow.agents.middlewares.skill_activation_middleware", "SkillActivationMiddleware", _make_skill_activation_middleware),
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("deerflow.agents.middlewares.system_message_coalescing_middleware", "SystemMessageCoalescingMiddleware", _make_system_message_coalescing_middleware),
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]
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@pytest.mark.parametrize("import_path,class_name,make_instance", _MIDDLEWARE_DECLARATIONS)
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def test_middleware_declares_release_policy_parameters(import_path, class_name, make_instance):
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cls = getattr(importlib.import_module(import_path), class_name)
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assert hasattr(cls, "release_policy_parameters"), f"{class_name} must declare its behaviour policy"
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@pytest.mark.parametrize("import_path,class_name,make_instance", _MIDDLEWARE_DECLARATIONS)
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def test_middleware_release_policy_parameters_are_canonically_serialisable(import_path, class_name, make_instance):
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"""A declaration that cannot be hashed is not usable as release identity.
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Unlike ``test_middleware_declares_release_policy_parameters`` above (which
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only checks the method exists), this constructs a real instance and calls
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it for real. A set-typed or model-typed field added to any declaration
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later would raise ``TypeError`` here — a bare ``hasattr`` check would stay
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green while the identity mechanism this slice exists to provide breaks
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silently.
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"""
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cls = getattr(importlib.import_module(import_path), class_name)
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middleware = make_instance()
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assert isinstance(middleware, cls)
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params = middleware.release_policy_parameters()
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assert isinstance(params, dict)
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canonical_hash(params)
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