hermes-agent/tests/agent/test_anthropic_normalize_v2.py
kshitijk4poor 7ab5eebd03 feat: add transport types + migrate Anthropic normalize path
Add agent/transports/types.py with three shared dataclasses:
- NormalizedResponse: content, tool_calls, finish_reason, reasoning, usage, provider_data
- ToolCall: id, name, arguments, provider_data (per-tool-call protocol metadata)
- Usage: prompt_tokens, completion_tokens, total_tokens, cached_tokens

Add normalize_anthropic_response_v2() to anthropic_adapter.py — wraps the
existing v1 function and maps its output to NormalizedResponse. One call site
in run_agent.py (the main normalize branch) uses v2 with a back-compat shim
to SimpleNamespace for downstream code.

No ABC, no registry, no streaming, no client lifecycle. Those land in PR 3
with the first concrete transport (AnthropicTransport).

46 new tests:
- test_types.py: dataclass construction, build_tool_call, map_finish_reason
- test_anthropic_normalize_v2.py: v1-vs-v2 regression tests (text, tools,
  thinking, mixed, stop reasons, mcp prefix stripping, edge cases)

Part of the provider transport refactor (PR 2 of 9).
2026-04-20 23:06:00 -07:00

238 lines
8.3 KiB
Python

"""Regression tests: normalize_anthropic_response_v2 vs v1.
Constructs mock Anthropic responses and asserts that the v2 function
(returning NormalizedResponse) produces identical field values to the
original v1 function (returning SimpleNamespace + finish_reason).
"""
import json
import pytest
from types import SimpleNamespace
from agent.anthropic_adapter import (
normalize_anthropic_response,
normalize_anthropic_response_v2,
)
from agent.transports.types import NormalizedResponse, ToolCall
# ---------------------------------------------------------------------------
# Helpers to build mock Anthropic SDK responses
# ---------------------------------------------------------------------------
def _text_block(text: str):
return SimpleNamespace(type="text", text=text)
def _thinking_block(thinking: str, signature: str = "sig_abc"):
return SimpleNamespace(type="thinking", thinking=thinking, signature=signature)
def _tool_use_block(id: str, name: str, input: dict):
return SimpleNamespace(type="tool_use", id=id, name=name, input=input)
def _response(content_blocks, stop_reason="end_turn"):
return SimpleNamespace(
content=content_blocks,
stop_reason=stop_reason,
usage=SimpleNamespace(
input_tokens=10,
output_tokens=5,
),
)
# ---------------------------------------------------------------------------
# Tests
# ---------------------------------------------------------------------------
class TestTextOnly:
"""Text-only response — no tools, no thinking."""
def setup_method(self):
self.resp = _response([_text_block("Hello world")])
self.v1_msg, self.v1_finish = normalize_anthropic_response(self.resp)
self.v2 = normalize_anthropic_response_v2(self.resp)
def test_type(self):
assert isinstance(self.v2, NormalizedResponse)
def test_content_matches(self):
assert self.v2.content == self.v1_msg.content
def test_finish_reason_matches(self):
assert self.v2.finish_reason == self.v1_finish
def test_no_tool_calls(self):
assert self.v2.tool_calls is None
assert self.v1_msg.tool_calls is None
def test_no_reasoning(self):
assert self.v2.reasoning is None
assert self.v1_msg.reasoning is None
class TestWithToolCalls:
"""Response with tool calls."""
def setup_method(self):
self.resp = _response(
[
_text_block("I'll check that"),
_tool_use_block("toolu_abc", "terminal", {"command": "ls"}),
_tool_use_block("toolu_def", "read_file", {"path": "/tmp"}),
],
stop_reason="tool_use",
)
self.v1_msg, self.v1_finish = normalize_anthropic_response(self.resp)
self.v2 = normalize_anthropic_response_v2(self.resp)
def test_finish_reason(self):
assert self.v2.finish_reason == "tool_calls"
assert self.v1_finish == "tool_calls"
def test_tool_call_count(self):
assert len(self.v2.tool_calls) == 2
assert len(self.v1_msg.tool_calls) == 2
def test_tool_call_ids_match(self):
for i in range(2):
assert self.v2.tool_calls[i].id == self.v1_msg.tool_calls[i].id
def test_tool_call_names_match(self):
assert self.v2.tool_calls[0].name == "terminal"
assert self.v2.tool_calls[1].name == "read_file"
for i in range(2):
assert self.v2.tool_calls[i].name == self.v1_msg.tool_calls[i].function.name
def test_tool_call_arguments_match(self):
for i in range(2):
assert self.v2.tool_calls[i].arguments == self.v1_msg.tool_calls[i].function.arguments
def test_content_preserved(self):
assert self.v2.content == self.v1_msg.content
assert "check that" in self.v2.content
class TestWithThinking:
"""Response with thinking blocks (Claude 3.5+ extended thinking)."""
def setup_method(self):
self.resp = _response([
_thinking_block("Let me think about this carefully..."),
_text_block("The answer is 42."),
])
self.v1_msg, self.v1_finish = normalize_anthropic_response(self.resp)
self.v2 = normalize_anthropic_response_v2(self.resp)
def test_reasoning_matches(self):
assert self.v2.reasoning == self.v1_msg.reasoning
assert "think about this" in self.v2.reasoning
def test_reasoning_details_in_provider_data(self):
v1_details = self.v1_msg.reasoning_details
v2_details = self.v2.provider_data.get("reasoning_details") if self.v2.provider_data else None
assert v1_details is not None
assert v2_details is not None
assert len(v2_details) == len(v1_details)
def test_content_excludes_thinking(self):
assert self.v2.content == "The answer is 42."
class TestMixed:
"""Response with thinking + text + tool calls."""
def setup_method(self):
self.resp = _response(
[
_thinking_block("Planning my approach..."),
_text_block("I'll run the command"),
_tool_use_block("toolu_xyz", "terminal", {"command": "pwd"}),
],
stop_reason="tool_use",
)
self.v1_msg, self.v1_finish = normalize_anthropic_response(self.resp)
self.v2 = normalize_anthropic_response_v2(self.resp)
def test_all_fields_present(self):
assert self.v2.content is not None
assert self.v2.tool_calls is not None
assert self.v2.reasoning is not None
assert self.v2.finish_reason == "tool_calls"
def test_content_matches(self):
assert self.v2.content == self.v1_msg.content
def test_reasoning_matches(self):
assert self.v2.reasoning == self.v1_msg.reasoning
def test_tool_call_matches(self):
assert self.v2.tool_calls[0].id == self.v1_msg.tool_calls[0].id
assert self.v2.tool_calls[0].name == self.v1_msg.tool_calls[0].function.name
class TestStopReasons:
"""Verify finish_reason mapping matches between v1 and v2."""
@pytest.mark.parametrize("stop_reason,expected", [
("end_turn", "stop"),
("tool_use", "tool_calls"),
("max_tokens", "length"),
("stop_sequence", "stop"),
("refusal", "content_filter"),
("model_context_window_exceeded", "length"),
("unknown_future_reason", "stop"),
])
def test_stop_reason_mapping(self, stop_reason, expected):
resp = _response([_text_block("x")], stop_reason=stop_reason)
v1_msg, v1_finish = normalize_anthropic_response(resp)
v2 = normalize_anthropic_response_v2(resp)
assert v2.finish_reason == v1_finish == expected
class TestStripToolPrefix:
"""Verify mcp_ prefix stripping works identically."""
def test_prefix_stripped(self):
resp = _response(
[_tool_use_block("toolu_1", "mcp_terminal", {"cmd": "ls"})],
stop_reason="tool_use",
)
v1_msg, _ = normalize_anthropic_response(resp, strip_tool_prefix=True)
v2 = normalize_anthropic_response_v2(resp, strip_tool_prefix=True)
assert v1_msg.tool_calls[0].function.name == "terminal"
assert v2.tool_calls[0].name == "terminal"
def test_prefix_kept(self):
resp = _response(
[_tool_use_block("toolu_1", "mcp_terminal", {"cmd": "ls"})],
stop_reason="tool_use",
)
v1_msg, _ = normalize_anthropic_response(resp, strip_tool_prefix=False)
v2 = normalize_anthropic_response_v2(resp, strip_tool_prefix=False)
assert v1_msg.tool_calls[0].function.name == "mcp_terminal"
assert v2.tool_calls[0].name == "mcp_terminal"
class TestEdgeCases:
"""Edge cases: empty content, no blocks, etc."""
def test_empty_content_blocks(self):
resp = _response([])
v1_msg, v1_finish = normalize_anthropic_response(resp)
v2 = normalize_anthropic_response_v2(resp)
assert v2.content == v1_msg.content
assert v2.content is None
def test_no_reasoning_details_means_none_provider_data(self):
resp = _response([_text_block("hi")])
v2 = normalize_anthropic_response_v2(resp)
assert v2.provider_data is None
def test_v2_returns_dataclass_not_namespace(self):
resp = _response([_text_block("hi")])
v2 = normalize_anthropic_response_v2(resp)
assert isinstance(v2, NormalizedResponse)
assert not isinstance(v2, SimpleNamespace)