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examples_function_calling_test.py
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examples_function_calling_test.py
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# Copyright 2024 Google LLC
#
# 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
#
# https://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.
# TODO: Rename this file after deleting /generative_ai/function_calling_test.py
import advanced_example
import backoff
import basic_example
from google.api_core.exceptions import ResourceExhausted
summary_expected = [
"Boston",
]
response_expected = [
"candidates",
"content",
"role",
"model",
"parts",
"Boston",
]
@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=10)
def test_function_calling() -> None:
response = basic_example.generate_function_call()
assert all(x in str(response.text) for x in summary_expected)
assert all(x in str(response) for x in response_expected)
@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=10)
def test_function_calling_advanced_function_selection() -> None:
response = advanced_example.generate_function_call_advanced()
assert (
"Pixel 8 Pro 128GB"
in response.candidates[0].function_calls[0].args["product_name"]
)