ImportError: cannot import name _imaging
Question:
I installed Pillow
, and after I want to do:
from PIL import Image
I get the following error:
Traceback (most recent call last):
File "<console>", line 1, in <module>
File "/usr/local/lib/python2.7/dist-packages/PIL/Image.py", line 61, in <module>
ImportError: cannot import name _imaging
However, if I import these separately, everything is fine, ie:
import _imaging
import Image
Do you know what the problem might be?
Answers:
For pillow to work PIL must be in /usr/local/lib/python2.7 or3/dist-packages/PIL.py
.
In dist-packages PIL.py should have a folder.
sudo apt-get update
pip install Pillow
PIL
!= PiL
I ran into this problem as well. It can happen if you have PIL installed, then install Pillow on top of it.
Go to /usr/local/lib/python2.7/dist-packages/ and delete anything with “PIL” in the name (including directories). If the Pillow .egg file is there you might as well delete that too.
Then re-install Pillow.
substitute “python2.7” for the version of python you’re using.
This also happens if you built Pillow
in one OS and then copied the contents of site-packages
to another one. For example, if you are creating AWS Lambda deployment package, that’s the error you will face when running the Lambda function. If that’s the case, then Pillow needs to be installed in a Amazon Linux instance and you have to use the resulting site-packages
in your deployment package. See instructions and details here:
http://docs.aws.amazon.com/lambda/latest/dg/with-s3-example-deployment-pkg.html
What is your version of pillow?
Pillow >= 2.1.0 no longer supports import _imaging
. Please use from PIL.Image import core as _imaging
instead. Here’s the official documentation.
I had the same problem and I solved that by upgrading this package using the command below:
pip install -U Pillow
I’m using Flask with Google App Engine. I have the module Pillow installed via this command:
pip install -t lib pillow
I fixed this error by defined PIL in my app.yaml file:
libraries:
- name: PIL
version: latest
I had the same problem when it tried to deploy a lambda package, the thing is that you have to precompile the package emulating the lambda architecture/runtime that you are going to use, otherwise you’ll get cannot import name _imaging
. 2 ways of solving this:
1 – spin up an EC2 Amazon Linux instance.( i will only cover this part)
2 – Use dockers.
Short solution
- Install Python 3 in Amazon Linux 2 intance. (Must be python3.X you plan to use in lambda)
- Install a virtual environment under the ec2-user home directory.
- Activate the environment, and then install Boto 3.
- Install Pillow
- Create a ZIP archive with the contents of the library(PIL and Pillow.libs)
- Add your function code to the archive.
- Update your the lambda.(AWS CLI)
Long solution
- If Python 3 isn’t already installed, then install the package using the yum package manager.
`$ sudo yum install python3 -y`
- Create a virtual environment under the ec2-user home directory
The following command creates the app directory with the virtual environment inside of it. You can change my_app to another name. If you change my_app, make sure that you reference the new name in the remaining resolution steps.
`$ python3 -m venv my_app/env`
- Activate the virtual environment and install Boto 3
Attach an AWS Identity and Access Management (IAM) role to your EC2 instance with the proper permissions policies so that Boto 3 can interact with the AWS APIs. For other authentication methods….For a quick use you can set your credential using $ aws confifure
see documentation ( you will need this in step 7)
3.1 Activate the environment by sourcing the activate file in the bin directory under your project directory.
`$ source ~/my_app/env/bin/activate`
3.2. Make sure that you have the latest pip module installed within your environment.
$ pip install pip --upgrade
3.3 Use the pip command to install the Boto 3 library within our virtual environment.
`pip install boto3`
-
Install libraries with pip.
$ pip install Pillow
4.1 Deactivate the virtual environment.
`$ deactivate`
-
Create a ZIP archive with the contents of the library.
change directory to where pip is installes. it should be something like /my_app/env/lib/python3.x/site-packages.
IMPORTANT: the key here is to zip the file inside site-packages into
your lambda.(i only used PIL and Pillow.libs to save space but you can
zip everything)
5.1 ZIP everything thats inside the PIL folder.
`zip -r9 PIL.zip ./PIL/`
add the Pillow.libs to your ZIP
`zip -gr PIL.zip Pillow.libs`
-
Add your function code to the archive.
you can do this in the console if it just on file of code, but i recomend doing it in this step.If you don't have your code,just create a file using vi or nano and save it with the name that your lambda handler will use (in this case will use lambda_function.py).
`zip -g PIL.zip lambda_function.py`
-
Update your the lambda.(AWS CLI)
if you haven’t create a lambda function,do it now before updating the function from the aws cli, make sure that you have the right permission to update lambda from the aws cli.
change LAMBDAFUNCTIONNAME for your function name
aws lambda update-function-code --function-name LAMBDAFUNCTIONNAME P --zip-file fileb://PIL.zip
Getting out of the first loop of hell
go to your lambda console and test your code, make sure you use the same runtime/python version you used in the EC2 instance
This may be a niche solution but I was able to fix this problem on Pycharm by going to file->settings->python interpreter
and clicking the upgrade symbol next to the pillow package.
I have got the same error with Python 3.6. Upgrading Pillow did the job for me.
sudo python3.6 -m pip install Pillow --upgrade
Probably for other python versions use your version instead of 3.6.
Quick solution – import PyQt5 as well,
you will not get that error message.
import PyQt5
from PIL import ImageGrab
As some other answers have alluded to, this can happen when you build Pillow on MacOS and try to import PIL in another OS like some Amazon Linux flavor.
My exact use-case was to package imagehash as a Lambda layer which includes pillow as a dependency. The following guideline has worked great for me for all python packages.
- Install the SAM CLI SAM Installation
- Create your python script with the lambda handler defined
- Create your template.yml file with your Lambda function defined. Your CodeUri should be the relative path to your python script.
- Add the package you are trying to create a layer for to your requirements.txt.
- Run the following SAM command
sam build -t path_to_template
- You will now have the following directory
.aws-sam/build/{Logical ID Of Lambda Function}
. Inside you will see that your python packages and their dependencies have been installed just as if you ran pip download package
and unzipped the wheel files.
Now, the python files have been prepped by SAM specifically for Lambda and you can continue with creating your Lambda Layer as desired. Configuring Lambda Layers
Since I use AWS SAM CLI already for running Lambda functions locally, this has been the easiest method for me to create my layers.
This can happen if you’re trying to run Pillow installed on a Mac in a Linux environment (for example, e.g. building an AWS Lambda on a Mac then deploying it to a Linux runtime).
To make sure you’re installing it for the right platform do the following:
pip3 install --platform manylinux1_x86_64 --only-binary=:all:
The --only-binary=:all:
is required when specifying --platform
and the platform itself can be found by looking at https://pypi.org/project/Pillow/7.2.0/#files (for example) – the platform is the last part of the filename e.g. win32, manylinux1_x86_64, manylinux1_i686 etc.
This avoids the need to be running Linux to install the Linux build of Pillow.
Solution
- pip uninstall PIL
- pip uninstall Pillow
- pip install Pillow
Just uninstall pillow
:
pip uninstall pillow
then install pillow
again:
pip install pillow
works great
I installed Pillow
, and after I want to do:
from PIL import Image
I get the following error:
Traceback (most recent call last):
File "<console>", line 1, in <module>
File "/usr/local/lib/python2.7/dist-packages/PIL/Image.py", line 61, in <module>
ImportError: cannot import name _imaging
However, if I import these separately, everything is fine, ie:
import _imaging
import Image
Do you know what the problem might be?
For pillow to work PIL must be in /usr/local/lib/python2.7 or3/dist-packages/PIL.py
.
In dist-packages PIL.py should have a folder.
sudo apt-get update
pip install Pillow
PIL
!= PiL
I ran into this problem as well. It can happen if you have PIL installed, then install Pillow on top of it.
Go to /usr/local/lib/python2.7/dist-packages/ and delete anything with “PIL” in the name (including directories). If the Pillow .egg file is there you might as well delete that too.
Then re-install Pillow.
substitute “python2.7” for the version of python you’re using.
This also happens if you built Pillow
in one OS and then copied the contents of site-packages
to another one. For example, if you are creating AWS Lambda deployment package, that’s the error you will face when running the Lambda function. If that’s the case, then Pillow needs to be installed in a Amazon Linux instance and you have to use the resulting site-packages
in your deployment package. See instructions and details here:
http://docs.aws.amazon.com/lambda/latest/dg/with-s3-example-deployment-pkg.html
What is your version of pillow?
Pillow >= 2.1.0 no longer supports import _imaging
. Please use from PIL.Image import core as _imaging
instead. Here’s the official documentation.
I had the same problem and I solved that by upgrading this package using the command below:
pip install -U Pillow
I’m using Flask with Google App Engine. I have the module Pillow installed via this command:
pip install -t lib pillow
I fixed this error by defined PIL in my app.yaml file:
libraries:
- name: PIL
version: latest
I had the same problem when it tried to deploy a lambda package, the thing is that you have to precompile the package emulating the lambda architecture/runtime that you are going to use, otherwise you’ll get cannot import name _imaging
. 2 ways of solving this:
1 – spin up an EC2 Amazon Linux instance.( i will only cover this part)
2 – Use dockers.
Short solution
- Install Python 3 in Amazon Linux 2 intance. (Must be python3.X you plan to use in lambda)
- Install a virtual environment under the ec2-user home directory.
- Activate the environment, and then install Boto 3.
- Install Pillow
- Create a ZIP archive with the contents of the library(PIL and Pillow.libs)
- Add your function code to the archive.
- Update your the lambda.(AWS CLI)
Long solution
- If Python 3 isn’t already installed, then install the package using the yum package manager.
`$ sudo yum install python3 -y`
- Create a virtual environment under the ec2-user home directory
The following command creates the app directory with the virtual environment inside of it. You can change my_app to another name. If you change my_app, make sure that you reference the new name in the remaining resolution steps.
`$ python3 -m venv my_app/env`
- Activate the virtual environment and install Boto 3
Attach an AWS Identity and Access Management (IAM) role to your EC2 instance with the proper permissions policies so that Boto 3 can interact with the AWS APIs. For other authentication methods….For a quick use you can set your credential using $ aws confifure
see documentation ( you will need this in step 7)
3.1 Activate the environment by sourcing the activate file in the bin directory under your project directory.
`$ source ~/my_app/env/bin/activate`
3.2. Make sure that you have the latest pip module installed within your environment.
$ pip install pip --upgrade
3.3 Use the pip command to install the Boto 3 library within our virtual environment.
`pip install boto3`
-
Install libraries with pip.
$ pip install Pillow
4.1 Deactivate the virtual environment.
`$ deactivate`
-
Create a ZIP archive with the contents of the library.
change directory to where pip is installes. it should be something like /my_app/env/lib/python3.x/site-packages.
IMPORTANT: the key here is to zip the file inside site-packages into
your lambda.(i only used PIL and Pillow.libs to save space but you can
zip everything)
5.1 ZIP everything thats inside the PIL folder.
`zip -r9 PIL.zip ./PIL/`
add the Pillow.libs to your ZIP
`zip -gr PIL.zip Pillow.libs`
-
Add your function code to the archive. you can do this in the console if it just on file of code, but i recomend doing it in this step.If you don't have your code,just create a file using vi or nano and save it with the name that your lambda handler will use (in this case will use lambda_function.py). `zip -g PIL.zip lambda_function.py`
-
Update your the lambda.(AWS CLI)
if you haven’t create a lambda function,do it now before updating the function from the aws cli, make sure that you have the right permission to update lambda from the aws cli.change LAMBDAFUNCTIONNAME for your function name
aws lambda update-function-code --function-name LAMBDAFUNCTIONNAME P --zip-file fileb://PIL.zip
Getting out of the first loop of hell
go to your lambda console and test your code, make sure you use the same runtime/python version you used in the EC2 instance
This may be a niche solution but I was able to fix this problem on Pycharm by going to file->settings->python interpreter
and clicking the upgrade symbol next to the pillow package.
I have got the same error with Python 3.6. Upgrading Pillow did the job for me.
sudo python3.6 -m pip install Pillow --upgrade
Probably for other python versions use your version instead of 3.6.
Quick solution – import PyQt5 as well,
you will not get that error message.
import PyQt5
from PIL import ImageGrab
As some other answers have alluded to, this can happen when you build Pillow on MacOS and try to import PIL in another OS like some Amazon Linux flavor.
My exact use-case was to package imagehash as a Lambda layer which includes pillow as a dependency. The following guideline has worked great for me for all python packages.
- Install the SAM CLI SAM Installation
- Create your python script with the lambda handler defined
- Create your template.yml file with your Lambda function defined. Your CodeUri should be the relative path to your python script.
- Add the package you are trying to create a layer for to your requirements.txt.
- Run the following SAM command
sam build -t path_to_template
- You will now have the following directory
.aws-sam/build/{Logical ID Of Lambda Function}
. Inside you will see that your python packages and their dependencies have been installed just as if you ranpip download package
and unzipped the wheel files.
Now, the python files have been prepped by SAM specifically for Lambda and you can continue with creating your Lambda Layer as desired. Configuring Lambda Layers
Since I use AWS SAM CLI already for running Lambda functions locally, this has been the easiest method for me to create my layers.
This can happen if you’re trying to run Pillow installed on a Mac in a Linux environment (for example, e.g. building an AWS Lambda on a Mac then deploying it to a Linux runtime).
To make sure you’re installing it for the right platform do the following:
pip3 install --platform manylinux1_x86_64 --only-binary=:all:
The --only-binary=:all:
is required when specifying --platform
and the platform itself can be found by looking at https://pypi.org/project/Pillow/7.2.0/#files (for example) – the platform is the last part of the filename e.g. win32, manylinux1_x86_64, manylinux1_i686 etc.
This avoids the need to be running Linux to install the Linux build of Pillow.
Solution
- pip uninstall PIL
- pip uninstall Pillow
- pip install Pillow
Just uninstall pillow
:
pip uninstall pillow
then install pillow
again:
pip install pillow
works great