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208 lines
7.6 KiB
Python
208 lines
7.6 KiB
Python
from __future__ import annotations
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import ast
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from typing import Any
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from unittest.mock import MagicMock, patch
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from behave import given, then, when
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from cleveragents.providers.llm.google_provider import GoogleChatProvider
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def _register_cleanup(context, cleanup):
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if hasattr(context, "add_cleanup"):
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context.add_cleanup(cleanup)
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else:
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cleanup_handlers = getattr(context, "_cleanup_handlers", [])
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cleanup_handlers.append(cleanup)
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context._cleanup_handlers = cleanup_handlers
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def _parse_kwargs_string(kwargs_string: str) -> dict[str, Any]:
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if not kwargs_string:
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return {}
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parsed: dict[str, Any] = {}
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for entry in kwargs_string.split(","):
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entry = entry.strip()
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if not entry:
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continue
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if "=" not in entry:
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parsed[entry] = True
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continue
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key, value = entry.split("=", 1)
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key = key.strip()
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value = value.strip()
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try:
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parsed_value = ast.literal_eval(value)
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except Exception:
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parsed_value = value
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parsed[key] = parsed_value
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return parsed
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def _setup_plan_generation_graph(context) -> MagicMock:
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patcher = patch(
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"cleveragents.providers.llm.langchain_chat_provider.PlanGenerationGraph"
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)
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context.plan_generation_patcher = patcher
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mock_graph_class = patcher.start()
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_register_cleanup(context, patcher.stop)
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mock_graph_instance = MagicMock(name="PlanGenerationGraphInstance")
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default_state = {
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"generated_changes": [],
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"validation_result": {"status": "PASS"},
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"error": None,
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}
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state_override = getattr(context, "plan_generation_state_override", None)
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mock_graph_instance.invoke.return_value = state_override or default_state
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invoke_side_effect = getattr(context, "plan_generation_invoke_side_effect", None)
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if invoke_side_effect is not None:
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mock_graph_instance.invoke.side_effect = invoke_side_effect
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stream_events = getattr(context, "plan_generation_stream_events", None)
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if stream_events is None:
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mock_graph_instance.stream.return_value = iter(())
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else:
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events_copy = list(stream_events)
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def _stream(*_args, **_kwargs):
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yield from events_copy
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mock_graph_instance.stream.side_effect = _stream
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mock_graph_class.return_value = mock_graph_instance
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context.plan_generation_graph = mock_graph_instance
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context.plan_generation_graph_class = mock_graph_class
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return mock_graph_instance
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@given('I set the Google provider extra kwargs "{kwargs_string}"')
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def step_set_google_provider_kwargs(context, kwargs_string):
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context.google_provider_kwargs = _parse_kwargs_string(kwargs_string)
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@given("the Google provider token estimator returns {token_count:d} tokens")
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def step_set_google_token_estimator(context, token_count):
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context.google_token_count = token_count
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@when('I create a Google chat provider with API key "{api_key}" and model "{model_id}"')
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def step_create_google_provider(context, api_key, model_id):
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patcher = patch("cleveragents.providers.llm.google_provider.ChatGoogleGenerativeAI")
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context.chat_google_patcher = patcher
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mock_chat_class = patcher.start()
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_register_cleanup(context, patcher.stop)
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mock_chat_instance = MagicMock(name="ChatGoogleGenerativeAIInstance")
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mock_chat_instance.get_num_tokens = MagicMock(return_value=0)
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token_override = getattr(context, "google_token_count", None)
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if token_override is not None:
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mock_chat_instance.get_num_tokens.return_value = token_override
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mock_chat_class.return_value = mock_chat_instance
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extra_kwargs = dict(getattr(context, "google_provider_kwargs", {}))
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context.provider = GoogleChatProvider(
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api_key=api_key,
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model=model_id,
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**extra_kwargs,
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)
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context.chat_google_class = mock_chat_class
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context.chat_google_instance = mock_chat_instance
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@when("I attempt to create a Google chat provider without an API key")
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def step_google_provider_without_api_key(context):
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context.google_provider_error = None
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try:
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GoogleChatProvider(api_key="", model="gemini-2.0-flash")
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except Exception as exc: # pragma: no cover - defensive
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context.google_provider_error = exc
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@when("I request plan generation from the Google provider")
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def step_request_google_plan_generation(context):
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_setup_plan_generation_graph(context)
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context.response = context.provider.generate_changes(
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context.project,
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context.plan,
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context.contexts,
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)
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context.chat_google_call = context.chat_google_class.call_args
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context.plan_generation_graph_call = context.plan_generation_graph_class.call_args
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@then(
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'the Google provider should construct ChatGoogleGenerativeAI with api key "{api_key}" and model "{model_id}"'
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)
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def step_assert_google_constructor(context, api_key, model_id):
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call = getattr(context, "chat_google_call", None)
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assert call is not None, "ChatGoogleGenerativeAI should have been called"
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call_args, call_kwargs = call
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assert call_args == (), "ChatGoogleGenerativeAI should use keyword arguments"
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assert call_kwargs["api_key"] == api_key
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assert call_kwargs["model"] == model_id
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graph_call = getattr(context, "plan_generation_graph_call", None)
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assert graph_call is not None, "PlanGenerationGraph should receive the LLM"
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_, graph_kwargs = graph_call
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assert graph_kwargs["llm"] is context.chat_google_instance
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@then(
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'the Google provider should include kwargs "{kwargs_string}" in the ChatGoogleGenerativeAI call'
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)
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def step_assert_google_kwargs(context, kwargs_string):
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call = getattr(context, "chat_google_call", None)
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assert call is not None, "ChatGoogleGenerativeAI should have been called"
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_, call_kwargs = call
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expected = _parse_kwargs_string(kwargs_string)
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for key, value in expected.items():
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assert key in call_kwargs, f"Expected {key} in ChatGoogleGenerativeAI kwargs"
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assert call_kwargs[key] == value, (
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f"Expected ChatGoogleGenerativeAI kwargs[{key!r}] to equal {value!r}"
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)
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@then(
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'the Google provider metadata should report name "{expected_name}" and model "{expected_model}"'
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)
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def step_assert_google_metadata(context, expected_name, expected_model):
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provider = getattr(context, "provider", None)
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assert provider is not None, "Google provider should exist"
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assert provider.name == expected_name
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assert provider.model_id == expected_model
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response = getattr(context, "response", None)
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if response is not None:
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assert response.model_used == expected_model
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@then(
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'the Google provider response should include {count:d} generated change for "{file_path}"'
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)
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def step_assert_google_generated_change(context, count, file_path):
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response = getattr(context, "response", None)
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assert response is not None, "Provider response should exist"
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assert len(response.changes) == count, (
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f"Expected {count} changes, got {len(response.changes)}"
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)
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assert any(
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getattr(change, "file_path", None) == file_path for change in response.changes
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), f"Expected change for {file_path}"
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@then("the Google provider response token count should equal {expected:d}")
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def step_assert_google_token_count(context, expected):
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response = getattr(context, "response", None)
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assert response is not None
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assert response.token_count == expected
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@then('the Google provider creation should fail with error "{message}"')
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def step_assert_google_creation_error(context, message):
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error = getattr(context, "google_provider_error", None)
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assert error is not None, "Expected the provider to raise an error"
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assert isinstance(error, ValueError)
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assert str(error) == message
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