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Add code execution python sample #451

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Add code execution python sample #451

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Add code execution python sample
shilpakancharla Jul 10, 2024
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MarkDaoust Jul 10, 2024
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MarkDaoust Jul 10, 2024
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166 changes: 166 additions & 0 deletions samples/code_execution.py
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# -*- coding: utf-8 -*-
# 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
#
# http://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.
from absl.testing import absltest

import google.generativeai as genai


class UnitTests(absltest.TestCase):
def test_code_execution_basic(self):
# [START code_execution_basic]
model = genai.GenerativeModel(model_name="gemini-1.5-flash", tools="code_execution")
response = model.generate_content(
(
"What is the sum of the first 50 prime numbers? "
"Generate and run code for the calculation, and make sure you get all 50."
)
)
print(response.text)
# [END code_execution_basic]
# [START code_execution_basic_return]
# ``` python
# def is_prime(n):
# """
# Checks if a number is prime.
# """
# if n <= 1:
# return False
# for i in range(2, int(n**0.5) + 1):
# if n % i == 0:
# return False
# return True
#
# primes = []
# num = 2
# count = 0
# while count < 50:
# if is_prime(num):
# primes.append(num)
# count += 1
# num += 1
#
# print(f'The first 50 prime numbers are: {primes}')
# print(f'The sum of the first 50 prime numbers is: {sum(primes)}')
#
# ```
# ```
# The first 50 prime numbers are: [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229]
# The sum of the first 50 prime numbers is: 5117
#
# ```
# The code generated a list of the first 50 prime numbers, then sums the list to find the answer.
#
# The sum of the first 50 prime numbers is **5117**.
# [END code_execution_basic_return]

def test_code_execution_request_override(self):
# [START code_execution_request_override]
model = genai.GenerativeModel(model_name="gemini-1.5-pro")
response = model.generate_content(
(
"What is the sum of the first 50 prime numbers? "
"Generate and run code for the calculation, and make sure you get all 50."
),
tools="code_execution",
)
print(response.text)
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Should this use executableCode and executableResult ?

# [END code_execution_request_override]
# [START code_execution_request_override_return]
# ``` python
# def is_prime(n):
# """
# Checks if a number is prime.
# """
# if n <= 1:
# return False
# for i in range(2, int(n**0.5) + 1):
# if n % i == 0:
# return False
# return True
#
# primes = []
# num = 2
# count = 0
# while count < 50:
# if is_prime(num):
# primes.append(num)
# count += 1
# num += 1
#
# print(f'The first 50 prime numbers are: {primes}')
# print(f'The sum of the first 50 prime numbers is: {sum(primes)}')
#
# ```
# ```
# The first 50 prime numbers are: [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229]
# The sum of the first 50 prime numbers is: 5117
#
# ```
# The code generated a list of the first 50 prime numbers, then sums the list to find the answer.
#
# The sum of the first 50 prime numbers is **5117**.
# [END code_execution_request_override_return]

def test_code_execution_chat(self):
# [START code_execution_chat]
model = genai.GenerativeModel(model_name="gemini-1.5-pro", tools="code_execution")
chat = model.start_chat()
response = chat.send_message(
(
"What is the sum of the first 50 prime numbers? "
"Generate and run code for the calculation, and make sure you get all 50."
)
)
print(response.text)
# [END code_execution_chat]
# [START code_execution_chat_return]
# ``` python
# def is_prime(n):
# """
# Checks if a number is prime.
# """
# if n <= 1:
# return False
# for i in range(2, int(n**0.5) + 1):
# if n % i == 0:
# return False
# return True
#
# primes = []
# num = 2
# count = 0
# while count < 50:
# if is_prime(num):
# primes.append(num)
# count += 1
# num += 1
#
# print(f'The first 50 prime numbers are: {primes}')
# print(f'The sum of the first 50 prime numbers is: {sum(primes)}')
#
# ```
# ```
# The first 50 prime numbers are: [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229]
# The sum of the first 50 prime numbers is: 5117
#
# ```
# The code generated a list of the first 50 prime numbers, then sums the list to find the answer.
#
# The sum of the first 50 prime numbers is **5117**.
# [END code_execution_chat_return]


if __name__ == "__main__":
absltest.main()
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