I installed python 3.9.0
and Tensorflow and Keras 2.11.0
I can see they all installed
but i can't run this:
from tensorflow.keras.preprocessing.image import ImageDataGenerator, img_to_array
from keras_preprocessing.image import load_img
the input is:No module named 'keras_preprocessing'
what can I do?
You need to install Keras-Preprocessing
pip install Keras-Preprocessing
Related
I am new to pytest and tried to write a first test case. Since I am new to programming overall, I developed without a virtual environment (naughty, naughty) using the globally installed python version 3.9.13.
The structure of my program is like this:
mypkg/
sub_mypkg/
file_a.py
pytest.ini
testing/
__init__.py
test_a.py
in which file_a.py imports pandas among other modules. The tests in test_a.py try among other things to run file_a.py.pytest.ini adds the root_dir to the PYTHONPATH.
In this setup pytest ran smoothly without any errors.
I then installed a virtualenv using python 3.11 in this project and installed all necessary modules (including pytest) in it and uninstalled pytest globally. After activating the virtualenv and running pytest from the terminal a ModuleNotFoundError was thrown for pandas.
Here is a list of the modules I use in venv:
Package Version
--------------- -------
attrs 22.1.0
colorama 0.4.6
contourpy 1.0.6
cycler 0.11.0
et-xmlfile 1.1.0
exceptiongroup 1.0.4
fonttools 4.38.0
iniconfig 1.1.1
kiwisolver 1.4.4
matplotlib 3.6.2
numpy 1.23.4
openpyxl 3.0.10
packaging 21.3
pandas 1.5.1
Pillow 9.3.0
pip 22.3.1
pluggy 1.0.0
pyparsing 3.0.9
pytest 7.2.0
python-dateutil 2.8.2
pytz 2022.6
PyYAML 6.0
setuptools 56.0.0
six 1.16.0
tomli 2.0.1
I checked that pandas was installed and I could import pandas in the REPL.
Also I could run the test line by line in the REPL.
Furthermore, I checked that the problem was not pandas itself. If I changed the placement of the import pandas with for example import numpy in file_a.py, it threw the ModuleNotFoundError for numpy.
I tried to use different versions of python in my venv (python 3.11.0, 3.10.7, 3.9.13, 3.9.6). Interestingly, pytest ran only inside the venv for python 3.9.13 (The one I developed it in).
I tried to include and delete __init__.py files in all directories and also tried different versions of pytest (6.2.5, 7.0.0).
I checked sys.path that the right root_dir was included.
Thanks in advance for your answers!
I am facing issues with Azure ML when i try to install the SDK with pip install azureml-core and then import azureml.core in my script. I do not understand how can it be possible to have this error assuming that the package installation is complete and confirmed by the terminal output with:
"Requirement already satisfied: azureml-core in
c:\python\python38\lib\site-packages"
I have installed azureml-core package with the terminal and in the script with !pip install azureml-core but still get this error...
SCRIPT:
!pip install azureml-core
from azureml.core import Experiment
print(azureml.core.VERSION)
OUTPUT:
1 #CONNNECTING TO AZURE INSTANCE
2 get_ipython().system('pip install azureml-core')
----> 3 from azureml.core import Experiment
4 print(azureml.core.VERSION)
5
ModuleNotFoundError: No module named 'azureml'
I am running the script locally with Python 3.8.10 on a Windows 10 last update and VSCode Insider.
My goal is to compute on an Azure instance without going through a remote because I would like to use my local fodlers.
ANSWER:
I have no idea why but it is working now.
Try to restart your VSCODE and your compute instance.
BTW, to check the version use :
import azureml
print(azureml.core.VERSION)
The version of my Python is 2.7.13.
I run the following in Jupyter Notebook.
Firstly, I installed the packages
%%bash
pip uninstall -y google-cloud-dataflow
pip install --upgrade --force tensorflow_transform==0.15.0 apache-beam[gcp]
Then,
%%bash
pip freeze | grep -e 'flow\|beam'
I can see that the package tensorflow-transform is installed.
apache-beam==2.19.0
tensorflow==2.1.0
tensorflow-datasets==1.2.0
tensorflow-estimator==2.1.0
tensorflow-hub==0.6.0
tensorflow-io==0.8.1
tensorflow-metadata==0.15.2
tensorflow-probability==0.8.0
tensorflow-serving-api==2.1.0
tensorflow-transform==0.15.0
However when I tried to import it, there are warning and error.
WARNING:tensorflow:From /usr/local/lib/python2.7/dist-packages/tensorflow_estimator/python/estimator/api/_v1/estimator/__init__.py:12: The name tf.estimator.inputs is deprecated. Please use tf.compat.v1.estimator.inputs instead.
ImportErrorTraceback (most recent call last)
<ipython-input-3-26a4792d0a76> in <module>()
1 import tensorflow as tf
----> 2 import tensorflow_transform as tft
3 import shutil
4 print(tf.__version__)
ImportError: No module named tensorflow_transform
After some investigation, I think I have some ideas of the problem.
I run this:
%%bash
pip show tensorflow_transform| grep Location
This is the output
Location: /home/jupyter/.local/lib/python3.5/site-packages
I tried to modify the $PATH by adding /home/jupyter/.local/lib/python3.5/site-packages to the beginning of $PATH. However, I still failed to import tensorflow_transform.
Based on the above and the following information, I think, when I ran the import command, it executes Python 2.7, not Python 3.5
import sys
print('\n'.join(sys.path))
/usr/lib/python2.7
/usr/lib/python2.7/plat-x86_64-linux-gnu
/usr/lib/python2.7/lib-tk
/usr/lib/python2.7/lib-old
/usr/lib/python2.7/lib-dynload
/usr/local/lib/python2.7/dist-packages
/usr/lib/python2.7/dist-packages
/usr/local/lib/python2.7/dist-packages/IPython/extensions
/home/jupyter/.ipython
Also,
import sys
sys.executable
'/usr/bin/python2'
I think the problem is tensorflow_transform package was installed in /home/jupyter/.local/lib/python3.5/site-packages. But when I run "Import", it goes to /usr/local/lib/python2.7/dist-packages to search for the package, rather than /home/jupyter/.local/lib/python3.5/site-packages, so even updating $PATH does not help. Am I right?
I tried to upgrade my python, but
%%bash
pip install upgrade python
Defaulting to user installation because normal site-packages is not writeable
Then, I added --user. It seems that the python is not really upgraded.
%%bash
pip install --user upgrade python
%%bash
python -V
Python 2.7.13
Any solution?
It seems to me that your jupyter notebook is not using the right python environment.
Perhaps, you installed the package under version 3.5,
but the Notebook uses the other one, thus it cannot find the library
You can pick the other interpreter by clicking on: Python(your version) - bottom left.
VS-Code - Select Python Environment 1
However you can do this also via:
CNTRL+SHIFT+P > Select Python Interpreter to start Jupyter Server
If that does not work make sure that the package you are trying to import is installed under the correct python environment.
If not open up a terminal, activate the environment and install it using:
pip install packagename
For example i did the same thing here: (Note: I'm using Anaconda)
installing tensorflow_transform
After a installation, you can import it in your code directly like this:
importing tensorflow_transform
I have installed google SDK and also google-cloud-speech for python through pip. But when I type "from google.cloud import speech", it is not recognizing the library. Please help.
Install the client library
pip install --upgrade google-cloud-speech
I am learning how to use the new Jupyter. I want to install packages:BeautifulSoup, mrjob, pattern, and seaborn on python 2.7. I first tried to do so by running pip install BeautifulSoup mrjob pattern seaborn That all returns: SyntaxError: invalid syntax
I also tried from bs4 import BeautifulSoup, it did work for Beautifulsoup. But I still don't know how to install other packages.
Wondering anyone know why there was syntax error for using pip install? Is that because I haven't installed pip on python 2.7?
I was also able to install these packages from iphython notebook window by running
import pip
def install(package):
pip.main(['install', package])
install('BeautifulSoup4')
Have you tried installing one package at a time. This helps you find which installation command not working.
You can find Julia packages here.
The problem was I was running pip from inside Jupyter. However, Jupyter is a command line program. Thanks to Mwaskom, the solution is run it from a terminal using:
pip install BeautifulSoup mrjob pattern seaborn
You could try:
!pip install BeautifulSoup mrjob pattern seaborn