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Unable to execute function

Dec 8, 2024, 16:00

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alainpaulOriginal post

Rank 2: Process

Dec 8, 2024, 15:15

i wanna also ask why im facing the error in appwrite functions

Traceback (most recent call last):
File "/usr/local/server/src/server.py", line 106, in action
output = await asyncio.waitfor(execute(context), timeout=safeTimeout)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/asyncio/tasks.py", line 489, in waitfor
return fut.result()
^^^^^^^^^^^^
File "/usr/local/server/src/server.py", line 91, in execute
userModule = importlib.import_module("function." + userPath)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/importlib/__init.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "", line 1204, in _gcd_import
File "", line 1176, in _find_and_load
File "", line 1147, in _find_and_load_unlocked
File "", line 690, in _load_unlocked
File "", line 940, in exec_module
File "", line 241, in _call_with_frames_removed
File "/usr/local/server/src/function/function.py", line 2, in
import tensorflow as tf
ModuleNotFoundError: No module named 'tensorflow'
even if i picked the Python ML 3.11 and wrote the install requirements in txt
and when i check and download the code from deployment that appwrite chosen - everything is written ok, but i cant execute it

Summary

The developers are unable to execute the function due to an error related to a missing TensorFlow module. The error occurs during the execution of the appwrite functions. The traceback indicates that the 'tensorflow' module is not found, even though Python ML 3.11 and the required dependencies were specified in the requirements.txt file. The deployment code seems correct, but the issue persists. Solution: Ensure that TensorFlow is properly installed and accessible in the environment where the function is executed. Double-check the installation process and dependencies to resolve the 'No module named 'tensorflow'' error.

Dec 8, 2024, 15:24

What's the code or part that throws the error?

alainpaul

Rank 2: Process

Dec 8, 2024, 15:28

import json
import tensorflow as tf
import numpy as np
import pickle
from flask import Flask, request, Response

alainpaul

Rank 2: Process

Dec 8, 2024, 15:29

`import json
import tensorflow as tf
import numpy as np
import pickle
from flask import Flask, request, Response

app = Flask(name)

Загрузка модели и токенайзера при старте приложения

model = tf.keras.models.load_model('text_model.h5')
with open('tokenizer.pkl', 'rb') as f:
tokenizer = pickle.load(f)

def generate_next_word(prompt):
"""
Генерация следующего слова на основе переданной строки prompt.
"""
# Преобразование текста в последовательность
sequence = tokenizer.texts_to_sequences([prompt])[0]
if len(sequence) < 5:
padded = tf.keras.preprocessing.sequence.pad_sequences([sequence], maxlen=5)
else:
padded = np.array([sequence[-5:]])

# Предсказание следующего слова
prediction = model.predict(padded)
next_word_id = np.argmax(prediction)

# Поиск слова по индексу
for word, index in tokenizer.word_index.items():
    if index == next_word_id:
        return word
return ""

@app.route('/', methods=['POST'])
def main():
"""
Главная функция обработки POST-запроса.
"""
try:
# Получаем данные от клиента
data = request.get_json()
prompt = data.get('prompt', '')

    # Генерируем следующее слово
    next_word = generate_next_word(prompt)

    # Формируем JSON-ответ
    response_data = {"next_word": next_word}
    return Response(json.dumps(response_data, ensure_ascii=False), mimetype='application/json')
except Exception as e:
    # Обработка ошибок
    error_response = {"error": str(e)}
    return Response(json.dumps(error_response, ensure_ascii=False), mimetype='application/json', status=500)

if name == "main":
app.run(host='0.0.0.0', port=3000)`

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