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120 lines
3.7 KiB
Python
120 lines
3.7 KiB
Python
# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import annotations
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import importlib.util
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from google.adk.models.base_llm import BaseLlm
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from google.adk.models.google_llm import Gemini
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from google.adk.utils.output_schema_utils import can_use_output_schema_with_tools
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import pytest
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_has_anthropic = importlib.util.find_spec("anthropic") is not None
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_has_litellm = importlib.util.find_spec("litellm") is not None
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_skip_anthropic = pytest.mark.skipif(
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not _has_anthropic, reason="anthropic not installed"
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)
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_skip_litellm = pytest.mark.skipif(
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not _has_litellm, reason="litellm not installed"
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)
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def _make_claude(model: str):
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from google.adk.models.anthropic_llm import Claude
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return Claude(model=model)
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def _make_litellm(model: str):
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from google.adk.models.lite_llm import LiteLlm
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return LiteLlm(model=model)
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@pytest.mark.parametrize(
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"model, env_value, expected",
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[
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("gemini-2.5-pro", "1", True),
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("gemini-2.5-pro", "0", False),
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("gemini-2.5-pro", None, False),
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(Gemini(model="gemini-2.5-pro"), "1", True),
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(Gemini(model="gemini-2.5-pro"), "0", False),
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(Gemini(model="gemini-2.5-pro"), None, False),
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("gemini-2.5-flash", "1", True),
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("gemini-2.5-flash", "0", False),
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("gemini-2.5-flash", None, False),
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("gemini-1.5-pro", "1", False),
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("gemini-1.5-pro", "0", False),
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("gemini-1.5-pro", None, False),
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],
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)
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def test_can_use_output_schema_with_tools(
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monkeypatch: pytest.MonkeyPatch,
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model: str | BaseLlm,
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env_value: str | None,
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expected: bool,
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) -> None:
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"""Test can_use_output_schema_with_tools."""
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if env_value is not None:
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monkeypatch.setenv("GOOGLE_GENAI_USE_ENTERPRISE", env_value)
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else:
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monkeypatch.delenv("GOOGLE_GENAI_USE_ENTERPRISE", raising=False)
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assert can_use_output_schema_with_tools(model) == expected
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@_skip_anthropic
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@pytest.mark.parametrize(
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"model, env_value, expected",
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[
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("claude-3.7-sonnet", "1", False),
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("claude-3.7-sonnet", "0", False),
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("claude-3.7-sonnet", None, False),
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],
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)
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def test_can_use_output_schema_with_tools_claude(
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monkeypatch, model, env_value, expected
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):
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"""Test can_use_output_schema_with_tools with Claude models."""
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claude_model = _make_claude(model)
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if env_value is not None:
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monkeypatch.setenv("GOOGLE_GENAI_USE_ENTERPRISE", env_value)
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else:
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monkeypatch.delenv("GOOGLE_GENAI_USE_ENTERPRISE", raising=False)
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assert can_use_output_schema_with_tools(claude_model) == expected
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@_skip_litellm
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@pytest.mark.parametrize(
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"model, env_value, expected",
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[
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("openai/gpt-4o", "1", True),
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("openai/gpt-4o", "0", True),
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("openai/gpt-4o", None, True),
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("anthropic/claude-3.7-sonnet", None, True),
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("fireworks_ai/llama-v3p1-70b", None, True),
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],
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)
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def test_can_use_output_schema_with_tools_litellm(
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monkeypatch, model, env_value, expected
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):
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"""Test can_use_output_schema_with_tools with LiteLLM models."""
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litellm_model = _make_litellm(model)
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if env_value is not None:
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monkeypatch.setenv("GOOGLE_GENAI_USE_ENTERPRISE", env_value)
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else:
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monkeypatch.delenv("GOOGLE_GENAI_USE_ENTERPRISE", raising=False)
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assert can_use_output_schema_with_tools(litellm_model) == expected
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