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# Copyright 2023 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.

def generate_a_function(temperature: float = 0.5) -> object:

"""Example of using Codey for Code Generation to write a function."""

# [START aiplatform_sdk_code_generation_function]

# [START generativeaionvertexai_sdk_code_generation_function]

from vertexai.language_models import CodeGenerationModel

# TODO(developer): update temperature value. Ex: temperature = 0.5

parameters = {

"temperature": temperature, # Temperature controls the degree of randomness in token selection.

"max_output_tokens": 256, # Token limit determines the maximum amount of text output.

}

code_generation_model = CodeGenerationModel.from_pretrained("code-bison@001")

response = code_generation_model.predict(

prefix="Write a function that checks if a year is a leap year.", **parameters

)

print(f"Response from Model: {response.text}")

return response

# [END aiplatform_sdk_code_generation_function]

# [END generativeaionvertexai_sdk_code_generation_function]

if __name__ == "__main__":

generate_a_function()