Your python file is called "lambda_handler.py" and the function is called "lambda_handler", but the error mentions "lambda_function". regex 183 Questions from botocore.vendored import requests The same problem Unable To Import Module 'App': "Add Layer". Go to the Layers of Lambda in the AWS console and create a layer uploading this zip file. lambda You are not logged in. Get the psycopg2 build library from https://github.com/jkehler/awslambda-psycopg2 was built for python 3.6 and make sure you change the name to psycopg2 while uploading your code to AWS lambda, select Python Runtime environment as 3.6, and it should work. zip -9 -r mylayer.zip python. document.getElementById( "ak_js_1" ).setAttribute( "value", ( new Date() ).getTime() ); conn = psycopg2.connect("dbname={} user={} host={} password={}".format(db_name,db_user,db_host,db_pass)), name = event['queryStringParameters']['name'], action = event['queryStringParameters']['action'], transactionResponse['message'] = 'Lambda called from api_gateway', responseObject['headers']['Content-Type'] = 'application/json', responseObject['body'] = json.dumps(transactionResponse), Unable to import module 'lambda_function': No module named 'psycopg2', Runtime.ImportModuleError: Unable to import module 'lambda_function': No module named 'lambda_function', 2022 CloudAffaire All Rights Reserved | Powered by Wordpress OceanWP, https://github.com/jkehler/awslambda-psycopg2. -Defined an environment variable: key: DEST_BUCKET value: ds-animalpics-thumb Go to the Layers of Lambda in the AWS console and create a layer uploading this zip file. Choose the runtimes as per your python version that you are using in your lambda function, or you can select multiple python runtime versions. Add this layer to your lambda function and you should be able to import your modules flawlessly. I'm using pipenv READ MORE, setup your helper function in your file READ MORE, Is it necessary to migrate to .Net READ MORE, If you get lucky (it depends what READ MORE, Check if the FTP ports are enabled READ MORE, To connect to EC2 instance using Filezilla, READ MORE, I had a similar problem with trying READ MORE, You can try out the following steps Unable to import module lambda function No module named pymongo for mongodb with python in aws lambda. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. Web1. Preventing unable to import module lambda_function This story takes you through the process of importing and using python libraries into AWS Lamba. Unable to import module lambda function No module named lambda function. . The second one I created is supposed to test the trigger events. In Lambda, changed the Handler info to python_filename.function_name. For my case, it was lambda_function.lambda_handler -- failed with no module named 'pandas' error. placed the lambda function in the root folder, zipped the folder using 7zip software and upload the folder to the S3 bucket. I have recently started to use AWS Lambda to use triggers against some python code I have written. logging "Unable to import module 'lambda_function': No module named 'numpy'", "errorType": Also, it is possible to add up to five layers to a Lambda function, so be sure to compose layers to suit your Lambda function needs. -The lambda function is written in python and uses a python imaging library. Just make sure that you zip the "python" directory itself recursively with '-r'. }. datetime 140 Questions Why does two main functions in a single Python script work in Python. Not done it in Python personally but have had similar issues in NodeJS and PHP within Lambda. As a native speaker why is this usage of I've so awkward? "UNPROTECTED PRIVATE KEY FILE!" Not the answer you're looking for? Please try using python3.7 as a runtime. It will fix the requests issue! $ python3.8 -m pip install pandas -t python/. Unable to import module 'lambda_function': No module named 'lambda_function. django 680 Questions python 11533 Questions This error appears when you havent named READ MORE, Hi@akhtar, python Like many others before me, Im trying to run an AWS Lambda function and when I try to test it, I get, errorMessage: Unable to import module lambda_function'. You can overcome this frustration and leverage the full set of available libraries with layers in Lambda. I have satisfied both of these conditions (the name of the file is lambda_function.py and it is in the root). Ready to optimize your JavaScript with Rust? To subscribe to this RSS feed, copy and paste this URL into your RSS reader. 67698/unable-import-module-lambda-function-module-lambda-function. Unable to import module 'lambda_function': No module named 'requests' If you do some testing by outputting the file directory structures you can see where the items are sat and then adjust them accordingly with the paths being called. discord.py 120 Questions [ERROR] Runtime.ImportModuleError: Unable to import module lambda_function: No module named python. Lamba by 2. create a folder in Documents called new_lambda The python file and execution role are below. Unable to import module 'handler': No module named builtins. then i went ahead and build my lambda function by downloading the required package and then uploaded a zip file . Unable to import module 'lambda_function': No module named 'psycopg2' then i went ahead and build my lambda function by downloading the required package and then uploaded a zip file . scikit-learn 147 Questions A good answer clearly answers the question and provides constructive feedback and encourages professional growth in the question asker. EDIT: There may be a dependency in one of your libraries that may need this. django-models 115 Questions Not able to stream PDF, using AWS gateway/Lambda setup, Experimenting with AWS API Gateway default response and triggering AWS Lambda. It will be where the files are sat within the directory. How can I find out why my storage space on Amazon EC2 is full? How to import a python module in multiple lambda function? My Handler is set to lambda_function.lambda_handler, and I indeed have a file named lambda_function.py which contains a function called lambda_handler. Python: efficient way of computing a list with mean of values in another list, How to dump and restore correctly a postgresql db from docker in Postgresql, issue while understanding the map and input function python, Python-2.7: PyCharm cannot find installed packages: keras. I created one lambda function using python. Does the collective noun "parliament of owls" originate in "parliament of fowls"? Unable to import module lambda_function: No module named lambda_function. To reiterate, my file is How to say "patience" in latin in the modern sense of "virtue of waiting or being able to wait"? 3. copy my lambda_function.py and the numpy folder from the lambda-packages into new_lambda, along with the scipy library that I compiled using Docker for AWS as per the article: https://serverlesscode.com/post/scikitlearn-with-amazon-linux-container/ This defines our Lambda handler to take an input event named array and return the number of dimensions in array. csv 168 Questions Go to the Layers of Lambda in the AWS console and create a layer uploading this zip file. This is for testing purposes so I'm using the best code of all: Everywhere I have searched for this, the answer was solved by making sure the names for the functions were correct or making sure the .zip file was readable. How to connect to EC2 file directory using SFTP and Filezilla? To do this, run the following command in the root directory of your application: pip install requests -t ./. The environment runs on Python 2.7. How can I find the first occurrence of a sub-string in a python string? Is it possible to get a list of keywords in Python? If you want to have multiple modules in a single layer then install them inside the same 'python' directory that you have just created. 2022 Brain4ce Education Solutions Pvt. EDIT: There may be a dependency in one of your libraries that may need this. Following a tutorial I'm attempting to create a lambda function that listens for an image being uploaded to an S3 bucket and then generates a thumbnail and places it in another S3 bucket. I couldn't understand your answer properly. I'm using pipenv READ MORE, I had the exact same error. 4. 'No module named 'requests'' on the AWS Python Lambda function? dataframe 917 Questions It will fix the requests issue! UPDATE: Starting 10/21/19, the vendored version of the requests library in botocore will be removed. If I follow the above steps but instead zip the files by directly selecting the files that I want to compress and then right clicking and selecting compress, I instead get the error, Unable to import module lambda_function: cannot import name show_config. selenium 248 Questions Just follow the steps: Create a "python" directory inside any empty directory and pip install the modules there. Unable to import module 'lambda_function': No module Ltd. All rights Reserved. 0 votes. pyspark 112 Questions I am using a Mac computer, if that matters. Unfortunately, since Amazon updated Lambda to use python 3.8, I cannot for the life of me find a build that works. 'https://pypi. 2. This will surely work. That way lambda handler can locate the module in the default python version that you are using. Post READ MORE, Hi@pradip, aws lambda Unable to import module 'lambda_function': No module named 'requests'. Connect and share knowledge within a single location that is structured and easy to search. Refer this blog post for more details. What if I don't want to install it in the same directory? Could you please edit it so your suggested solution will be slightly more clear? for-loop 120 Questions I'm using a Flask application. All rights reserved. Ive seen that some posts solve this by using virtualenv, but Im not familiar with that technology and Im not sure how to use it properly. list 483 Questions Email me at this address if a comment is added after mine: Email me if a comment is added after mine. function 125 Questions Privacy: Your email address will only be used for sending these notifications. It looks like you are trying to import it in your function / library somewhere. This error appears when you havent named your code file or function correctly. Now you have your 'python_modules.zip' file with all the dependent modules inside. This is because Lambda isn't prepackaged with all Python libraries. To resolve this error, create a deployment package or Lambda layer that includes the libraries that you want to use in your Python code for Lambda. Now you have your 'python_modules.zip' file with all the dependent modules inside. Unable to import module "lambda_function": No module named "pymysql" then you can AWS Lambda error message "Unable to import module 'lambda_function': No module named 'lambda_function'", AWS Lambda importError: Unable to import module 'lambda_function': No module named 'confluent_kafka.cimpl. Refer this blog post for more details. python-3.x 1153 Questions You have to name it as your python_filename.lambda_handler. MongoDB, Mongo and the leaf logo are the registered trademarks of MongoDB, Inc. AWS Lambda with Zappa fails on Unable to import module 'handler': No module named builtins. Create lambda layer based on mylayer.zip in the AWS Console. Unable to import pysftp / paramiko through AWS lambda (facing different errors) 0. I think you need to import some modules in your lambda script. 2022 Brain4ce Education Solutions Pvt. I am testing my api gateway to call lambda function. This solved the issue for me. This information matches that seen in Handler, also seen above. WebUnable to import module 'lambda_function': No module named 'psycopg2' then i went ahead and build my lambda function by downloading the required package and then uploaded a celery with sqs error "No module named 'sqs'". How do I add python libraries to an AWS lambda function for Alexa? The solution was zipping numpy and scipy precompiled packages from this source. Just make sure that you zip the "python" directory itself recursively with '-r'. Email me at this address if a comment is added after mine: Email me if a comment is added after mine. I saw that answer as well, just tried it again and no luck. beautifulsoup 189 Questions dictionary 301 Questions { web-scraping 208 Questions, https://serverlesscode.com/post/scikitlearn-with-amazon-linux-container/. Choose "AWS Layers" (choose a layer from a list of layers provided by AWS) AWSDataWrangler-Python37 (which includes pandas) If you're working with automation for the deployment, you'll want to find the ARN. Heres the top portion of lambda_function.py, which should be enough to see the libraries Im using and that I do indeed have a lambda_handler function: Here a screenshot of the unzipped version of the directory Im uploading: I can also post the policy role that my Lambda is using if that could be an issue. step4- create new layer in aws lambda function and upload this zip file, step5- add this layer in your lambda function, https://aws.amazon.com/blogs/developer/removing-the-vendored-version-of-requests-from-botocore/. machine-learning 142 Questions How does legislative oversight work in Switzerland when there is technically no "opposition" in parliament? This will surely work. The documentation there does describe the official way of enabling X-Ray in CodeStar. I solved the problem. Your code seems totally fine. 'https://pypi.org/project/pandas/#files' Add this layer to your lambda function and you should be able to import your modules flawlessly. "errorType": "Runtime.ImportModuleError" tensorflow 258 Questions That way lambda handler can locate the module in the default python version that you are using. If you want to have multiple modules in a single layer then install them inside the same 'python' directory that you have just created. Log in to post an answer. python-2.7 114 Questions 91801/unable-lambda-function-module-pymongo-mongodb-python-lambda, I am getting exception in AWS lambda function as below for python program with MongoDB:-. Jason DeLano of Bethesda explains the process to import layers into Why do American universities have so many gen-eds? UPDATE: Starting 10/21/19, the vendored version of the requests library in botocore will be removed.Refer this blog post for more details.. Give it a check to this mkdir lambda_layers cd lambda_layers mkdir python cd python pip install requests -t ./ cd .. zip -r python_modules.zip . To know more about Mongodb, it's recommended to joinMongodb courseonline today. Dont forget to specify Compatible runtimes to python3.8. My zipped directory is 34 MB, and my unzipped directory 122 MB. I've added future to the Pipfile but it still won't work. Any suggestions? pandas 2071 Questions AWS Lambda with Zappa fails on Unable to import module handler No module named builtins . 1. git clone https://github.com/Miserlou/lambda-packages Ive also seen some posts saying that sometimes dependencies have dependencies and I may need to include those, but Im not sure how to find this out. Use virtualenv to install all the packages defined in the requirements.txt using: pip install -r requirements.txt -t ./. step1- mkdir python step2- pip3 install -t python requests step3- zip python folder step4- create new layer in aws lambda function and upload this Welcome to SO! Asking for help, clarification, or responding to other answers. Please try using python3.7 as a runtime. Thanks for contributing an answer to Stack Overflow! WebUnable to import module 'lambda_function': No module named 'lambda_function. or Just follow the steps: Create a "python" directory inside any empty directory and pip install the modules there. "PMP","PMI", "PMI-ACP" and "PMBOK" are registered marks of the Project Management Institute, Inc. Just follow the steps: Create a "python" directory inside any empty directory and pip install the modules there. "PMP","PMI", "PMI-ACP" and "PMBOK" are registered marks of the Project Management Institute, Inc. A better way would be to create a file called requirements.txt and add all the dependencies in there. html 140 Questions This According to my knowledge requests is not READ MORE, At least 1 upper-case and 1 lower-case letter, Minimum 8 characters and Maximum 50 characters. requests library doesn't come by default in lambda. How to connect to EC2 file directory using SFTP and Filezilla? Making statements based on opinion; back them up with references or personal experience. MongoDB, Mongo and the leaf logo are the registered trademarks of MongoDB, Inc. AWS Lambda with Zappa fails on Unable to import module 'handler': No module named builtins, error saying ""errorMessage": "Unable to import module 'MyFirst'"". But Pymongo added as a layer in lambda & also associated with the lambda function. It looks like you are trying to import it in your function / library somewhere. keras 161 Questions Im using the Numpy and Scipy packages, which are quite large. If you're working with Python on AWS Lambda, and need to use requests, you better use urllib3, it is currently supported on AWS Lambda and you can import it directly, check the example on urllib3 site. Choose the runtimes as per your python version that you are using in your lambda function, or you can select multiple python runtime versions. Use virtualenv to install all the packages defined in the requirements.txt using: pip install -r requirements.txt -t ./. when i try to call try the same to trigger the lambda i am getting Does integrating PDOS give total charge of a system? tkinter 230 Questions 7. Scroll down in Code tab of Lambda console. Unable to import module 'lambda_function': No module named 'pymongo' for mongodb with python in aws lambda. Please let me know if there is anything else helpful to upload. Or you didn't create the lambda function. To import it, you need the following line: Alternatively, you would need to zip the requests library in the root of your zip file. matplotlib 383 Questions I think this should be fine since the limit is 50 MB for a zipped directory. Heres a screenshot as proof: Everything was working fine when I was writing snippets of code inline in the included IDE, but when I zipped my full program with all of its dependencies and uploaded it, I got the above error. WebThis video shows how can we solve "Unable to import module "lambda_function": No module named "lambda_function" Email me at this address if my answer is selected or commented on: Email me if my answer is selected or commented on. Join Edureka Meetup community for 100+ Free Webinars each month. i was successful in the test. It allows CodeStar to automatically generate and send segments and subsegments to X-Ray's backend without any further action from the customer and without forcing customers who are satisfied with the generated segments to add a dependency on the aws-xray-sdk.. To overcome this, install requests in your application zip. However, you can still invoke your function right now. This will surely work. Just follow the steps: Create a "python" directory inside any empty directory and pip install the modules there mkdir lambda Which exception should I raise on bad/illegal argument combinations in Python? Any other ideas what the issue might be? Find centralized, trusted content and collaborate around the technologies you use most. Zip the new_lambda folder by right-clicking it and selecting compress, Unable to import module lambda_function: No module named Email me at this address if my answer is selected or commented on: Email me if my answer is selected or commented on. 'No module named 'requests'' on the AWS Python Lambda function? How to import a python module in multiple lambda function? Following a tutorial I'm attempting to create a lambda function that listens for an image being Unable to import module lambda function No module named lambda function +1 vote. Disconnect vertical tab connector from PCB. This will surely work. Need to unzip locally and merge these files then zip it before uploading to AWS Lambda function. Is Energy "equal" to the curvature of Space-Time? How to check whether a variable is a class or not? Python Certification Training for Data Science, Robotic Process Automation Training using UiPath, Apache Spark and Scala Certification Training, Machine Learning Engineer Masters Program, Post-Graduate Program in Artificial Intelligence & Machine Learning, Post-Graduate Program in Big Data Engineering, Data Science vs Big Data vs Data Analytics, Implement thread.yield() in Java: Examples, Implement Optical Character Recognition in Python, All you Need to Know About Implements In Java. You need to go toLambda ->Functions -> Your Function -> Configurationand check the value in theHandlerfield. the issue is no longer there. Answers related to Unable to import module 'lambda_function': No module named 'lambda_function' ModuleNotFoundError: No module named 'pandas' ModuleNotFoundError: No module named; ModuleNotFoundError: No module named 'matplotlib' no module named cv2; No module named 'matplotlib' ImportError: No module named flask; Post READ MORE, Hi@akhtar, Is it cheating if the proctor gives a student the answer key by mistake and the student doesn't report it? Unable to import module 'lambda_function': No module named 'lambda_function. Zip the contents of the python What I ended up doing was using the build-python3.6 and just using the docker container environment to manually run my code. A good answer clearly answers the question and provides constructive feedback and encourages professional growth in the question asker. To overcome this, install requests in your application zip. Alternatively, it seems like it might be an issue with the logs. It will ask for a Lambda function handler. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Unable to import module lambda function No module named pymongo for mongodb with python in aws lambda . Add two layers to your How to Deploy RESTful API with .net framework 4.5 in AWS Lambda. comments sorted by Best Top New Controversial Q&A Add a Comment AWS Lambda functions using python are very powerful but without the full set of libraries available to python it can be frustrating. If you receive the following error message when trying to run pymysql on AWS Lambda: Unable to import module "lambda_function": No module named "pymysql" then you can fix this by running a Custom Lambda Layer. To do this, you can boot up an EC2 instance (or a Linux instance anywhere else) and run the following set of commands: To learn more, see our tips on writing great answers. To do this, run the following command in the root directory of your application: pip install requests -t ./. i was then trying to make a connection to postgresql through the same lambda, when i tried to trigger it through the API endpoint i got. Just follow the steps: Create a "python" directory inside any empty directory and pip install the modules there. But I am getting this below error at the time of running. Add this layer to your lambda function and you should be able to import your modules flawlessly. A better way would be to create a file called requirements.txt and add all the dependencies in there. Help us identify new roles for community members, Proposing a Community-Specific Closure Reason for non-English content, Python at AWS Lambda: `requests` from botocore.vendored deprecated, but `requests` not available, Error on importing pdfminer in aws lambda, Unable to import module 'lambda_function': No module named 'pyspark', AWS (amazon web service) Lambda function with IMB MQ python module pymqi (No module named 'pymqe'). Choose the runtimes as per your python version that you are using in your lambda function, or you can select multiple python runtime versions. json 200 Questions AWS removed the vendored version of requests from Botocore. requests library doesn't come by default in lambda. check that the "handler" value in your lambda configuration is correct. opencv 157 Questions I'm using a Flask application. I get the following error when I attempt to test the lambda function. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. -Added a trigger event (called objectupload) to the originating S3 bucket which notifies the lambda function when a PUT operation occurs. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. 2022, Amazon Web Services, Inc. or its affiliates. Unable To Import Module 'App': No Module Named 'Requests' In Lambda With Code Examples Hello everyone, in this post we will look at how to solve the Unable To Import Module 'App': No Module Named 'Requests' In Lambda problem in the programming language. To import it, you need the following line: Alternatively, you would need to zip the requests library in the root of your zip file. string 206 Questions Handler :: "yfinance_lamdba.lambda_handler". The format should befileName.handlerMethod. I think you need to import some READ MORE, Hi@akhtar, flask 175 Questions "Unable to import module 'lambda_function': No I double checked my permission and I have the ability to create logs with all resources. Python Certification Training for Data Science, Robotic Process Automation Training using UiPath, Apache Spark and Scala Certification Training, Machine Learning Engineer Masters Program, Post-Graduate Program in Artificial Intelligence & Machine Learning, Post-Graduate Program in Big Data Engineering, Data Science vs Big Data vs Data Analytics, Implement thread.yield() in Java: Examples, Implement Optical Character Recognition in Python, All you Need to Know About Implements In Java. So this is what resolved in my case Handler :: "yfinance_lamdba.lambda_handler" In the above line **yfinance_lamdba** is filename 'y Lambda Python Dependency Package ERROR Runtime.ImportModuleError: Unable to import module 'lambda_function': No module named 'surveys' 0. numpy 587 Questions amazon-cloudwatch, Fill column hierarchically or recursively in Na, Python scrap useful information from webpage with login in Beautifulsoup. amazon-web-services Do you know why that is? I currently have 2 lambda functions, both of which have been created with ZIP files. Are there conservative socialists in the US? Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. provide me a way to connect to RDS through lambda from API gateway trigger. I've done the following actions: Error using SSH into Amazon EC2 Instance (AWS), AWS IAM user receive 401 when accessing to ECR repository, works with root user, Laravel/ MSSQL (AWS RDS) General error: 20018 Unicode data, Join Edureka Meetup community for 100+ Free Webinars each month. when i try to call try the same to trigger the lambda i am getting, Could any one suggest me out of this slump ? Why does the USA not have a constitutional court? @mhart No, but I think its because I'm not using a traditional Lambda function. To reiterate, my file is named lambda_function.py and contains a function called lambda_handler, which accepts two arguments (as seen above). But your mongo_url seems not ok. Do one thing, just go to your database and copy the URL and paste it into your code. How can I import a module dynamically given the full path? Ltd. All rights Reserved. Is there a verb meaning depthify (getting more depth)? WebZip the new_lambda folder by right-clicking it and selecting compress. Added more info, let me know if you need further clarification@MyKoryto. How to set a newcommand to be incompressible by justification? loops 120 Questions Could this be an issue? Heres one solution I tried: Following a tutorial I'm attempting to create a lambda function that listens for an image being uploaded to an S3 bucket and then generates a thumbnail and places it in another S3 bucket. Give it a check to this answer If you're working with Python on AWS Lambda, and need to use requests , you better use urllib3 , it is currently 0. lambda_function. mkdir lambda_layers cd Not able to stream PDF, using AWS gateway/Lambda setup, Experimenting with AWS API Gateway default response and triggering AWS Lambda, Unable to import module 'lambda_function': No module named lambda_function. Make READ MORE, setup your helper function in your file READ MORE, It's using SQS as a result backend READ MORE, Check if the FTP ports are enabled READ MORE, To connect to EC2 instance using Filezilla, READ MORE, I had a similar problem with trying READ MORE, You can try out the following steps If you're working with Python on AWS Lambda, and need to use requests, you better use urllib3, it is currently supported on AWS Lambda and you can import it directly, check the example on urllib3 site. rev2022.12.9.43105. Thank you very much Bhaskar. "errorMessage": "Unable to import module 'lambda_function': No module named 'lambda_function'", Important: Replace Pandas with the name of the Python library that you want to import. arrays 215 Questions UPDATE: Starting 10/21/19, the vendored version of the requests library in botocore will be removed. try using the wheel files, it will work. 'https://pypi.org/project/pytz/#files' The python file and library are zipped and uploaded as the function code. AWS Lambda importError: Unable to import module 'lambda_function': No module named 'confluent_kafka.cimpl. Thanks! Books that explain fundamental chess concepts. I solved the problem. It appears to be uploading fine, since I see the message: The deployment package of your Lambda function one-shot-image-classification is too large to enable inline code editing. According to my knowledge requests is not READ MORE, At least 1 upper-case and 1 lower-case letter, Minimum 8 characters and Maximum 50 characters. requests library doesn't come by default in lambda. It looks like you are trying to import it in your function / library somewhere. To import it, Why did the Council of Elrond debate hiding or sending the Ring away, if Sauron wins eventually in that scenario? Are defenders behind an arrow slit attackable? What I am I missing? Layers solved the issue for me. Better way to check if an element only exists in one array. Browse Top Cc chuyn gia Artificial Intelligence Hire mt Chuyn gia Artificial Intelligence Privacy: Your email address will only be used for sending these notifications. Pep8: PEP 8, why no spaces around '=' in keyword argument or a default parameter value? Tags: Also, the precompiled lambda-packages says that they are compiled for at least Python 2.7, but my lambda runtime is 3.6. -The lambda function is written in python and uses a python imaging library. 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