unable to import module 'lambda_function': no module named 'bs4

I updated my answer with some more info about that cli command. My function uses BeautifulSoup and Tabula packages to scrape data from websites. It's a best practice to create a Lambda layer on the same operating system that your Lambda runtime is based on. 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'. START RequestId: 3d5691d9-ad79-4eed-a26c-5bc3f1a23a99 Version: $LATEST datetime 140 Questions When would I give a checkpoint to my D&D party that they can return to if they die? If you click into the detail page for that layer, you'll see the arn for that AWS-hosted layer. { Unable to import module 'lambda_function': No module named 'pandas' Making statements based on opinion; back them up with references or personal experience. The problem is that your local numpy and pandas are compiled for the local machine's architecture. How do I tell if this single climbing rope is still safe for use? I see you mention the way you select your files affected whether it worked properly. Here's the top portion of lambda_function.py, which should be enough to see the libraries I'm using and that I do indeed have a lambda_handler function: Here a screenshot of the unzipped version of the directory I'm uploading: I can also post the policy role that my Lambda is using if that could be an issue. Probably because that's also within the one-shot-learning folder. Find centralized, trusted content and collaborate around the technologies you use most. machine-learning 142 Questions Do you need billing or technical support? By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Alternatively, you can also apply the layer using the CLI command update-function-configuration. I just realized I've been misunderstanding the use of the term "root", so that's probably my issue. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. CGAC2022 Day 10: Help Santa sort presents! Not the answer you're looking for? Adding it to the function as a folder is too tedious and takes up space, clutter the file structure, and can prevent us from editing the code on Lambda main page because it is too big which is a bit annoying. We are going to use numpy layer provided by AWS instead. To learn more, see our tips on writing great answers. Name of a play about the morality of prostitution (kind of). . 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. 'lambda_function'. Lambdaaws-sdk, http,child_process . Why does the distance from light to subject affect exposure (inverse square law) while from subject to lens does not? Connect and share knowledge within a single location that is structured and easy to search. Is it cheating if the proctor gives a student the answer key by mistake and the student doesn't report it? I found this github repo that has pre-built package ARNs. rev2022.12.9.43105. Asking for help, clarification, or responding to other answers. I've also seen some posts saying that sometimes dependencies have dependencies and I may need to include those, but I'm not sure how to find this out. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. Create lambda layer based on mylayer.zip in the AWS Console. Why is the federal judiciary of the United States divided into circuits? The first one is AWSLambda-Python38-SciPy1x provided by AWS with numpy, Scroll down in Code tab of Lambda console. Not sure if it was just me or something she sent to the whole team. END RequestId: 3d5691d9-ad79-4eed-a26c-5bc3f1a23a99. The documentation there does describe the official way of enabling X-Ray in CodeStar. How could my characters be tricked into thinking they are on Mars? I'll try your first option if I can't get this to work. $ python3.8 -m pip install pandas -t python/. How to smoothen the round border of a created buffer to make it look more natural? So if you want to use them, you have two choices: Compile dependencies on EC2 instance which uses the same Amazon Linux Zip the new_lambda folder by right-clicking it and selecting 'compress', Unable to import module 'lambda_function': No module named We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. If you require Pillow, the easiest way to use it in your function is through a popular repository with a public layers (including pillow) such as keithrozario / If it's not possible to use the SAM CLI(which uses docker) or just plain docker on windows we'll need to use an Amazon Linux instance to build everything since that's what AWS Lambda uses currently. 2. Included both "bs4" and "tabula" to the requirements.txt file before deploying to serverless AWS Lambda. 5.2.1. As you might know, the default python runtime in AWS Lambda comes with a limited set of standard libraries. I haven't tried installing pandas inside a lambda but I do have experience trying to install other libraries (i.e. You typically receive this error when your Lambda environment can't find the specified library in the Python code. Could this be an issue? Question: I am testing my api gateway to call lambda function. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. However, you can still invoke your function right now. I applied the Lambda layer by clicking on the Layer button in the web console and choosing the layer version that I most recently published. All rights reserved. After several failed experiments, with lambda, s3, SAM and other. Find the one you want for your AWS region, and then choose "Specify an ARN" when creating the layer and paste in the layer ARN from this github repo: For the layer approach, make sure that the contents of the uploaded layer package (the site-packages generated by virtualenv) are contained inside a folder/directory named python. list 483 Questions python 11533 Questions django-models 115 Questions I understand that it is needed for the directory (lib in my case, . python-2.7 114 Questions I went through lot of stack overflow questions and did some research online as below. python-3.x 1153 Questions arrays 215 Questions Nor am I using a package that you can access on Lambda already. Then, attach the IAM role to the Amazon EC2 instance. To reiterate, my file is named lambda_function.py and contains a function called lambda_handler, which accepts two arguments (as seen above). The list of the ARNs for python 3.8 is here. Zip the new_lambda folder by right-clicking it and selecting 'compress'. The fix for me and possibly for you, was to include a blank __init__.py in the same directory as lambda_function.py. AWS support for Internet Explorer ends on 07/31/2022. #create the lambda layer aws lambda publish-layer-version --layer-name pymysql \ --description "pymysql for mysql access" \ --zip-file fileb://../pymysql.zip \ --compatible-runtimes python3.8 and suggesting to downgrade cryptography to 3.4.8 to fix the issue. Today we created new zip file and uploaded to AWS lambda and it is throwing below error. for-loop 120 Questions Help us identify new roles for community members, Proposing a Community-Specific Closure Reason for non-English content, Unable to install cvxpy into virtualenv for AWS lambda, Unable to create AWS Lambda Deployment Package for ipopt, pyomo, cython, Unable to import module 'lambda_function': No module named 'joblib', No module named 'cv2.cv2'cannot import cv2 on AWS LambdaPython3.7OpenCV3. I've read comments on a post, so I see that the name of the file and function is ok and numpy is giving you trouble. So it falls upon us to import any unsupported libraries into lambda runtime to avoid the According to my knowledge requests is not a standard library in AWS lambda. It is one that I have got from github and need to attach to my app. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. AWS Lambda error message "Unable to import module 'lambda_function': No module named 'lambda_function'", Effect of coal and natural gas burning on particulate matter pollution, Received a 'behavior reminder' from manager. "key1": "This will be printed if all OK" How did muzzle-loaded rifled artillery solve the problems of the hand-held rifle? Thanks for looking! creating a layer. How do I resolve the error? Regular packages - Python 3.7.3 documentation. flask 175 Questions I downgraded as suggested but it didn't fix the issue. For instructions, see Creating an EC2 environment in the AWS Cloud9 User Guide. Should teachers encourage good students to help weaker ones? I then found this answer: https://stackoverflow.com/a/12493244/5675125 which suggested perhaps some hidden files were not being included and this is how I should zip them. Publish the Lambda layer by running the following command: Important: Replace us-east-1 with the AWS Region that your Lambda function is in. In my experience this is a naming issue with the handler function, but your naming seems fine. I want to be able to quit Finder but can't edit Finder's Info.plist after disabling SIP. i was then trying to make a connection to postgresql through the same lambda import json import psycopg2 db_host = "hostname" db_port = 5432 db_name ="db name" db_user ="user" db_pass ="password" def connect(): conn = None try : [] 7. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. pandas 2071 Questions function 125 Questions 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.. dictionary 301 Questions To fix this, instead of compressing my function directory, I directly compressed the two items inside: This resulted in the following file structure when deployed to lambda (ignore the _MACOSX folder): In summary, I'm sure there are a ton of different causes of this issue, but the first thing to check is that the zip file you are uploading to lambda correctly results in a file structure that places lambda_function.py and any dependent packages in your top-level lambda directory. Since AWS Lambda uses custom Linux, they are probably not compatible. Each Lambda runtime adds specific /opt directory folders to the PATH variable. Does integrating PDOS give total charge of a system? Like many others before me, I'm trying to run an AWS Lambda function and when I try to test it, I get, "errorMessage": "Unable to import module 'lambda_function'". Examples of frauds discovered because someone tried to mimic a random sequence, Connecting three parallel LED strips to the same power supply. The function directory is an extra layer that is causing the error. Till last week, AWS lambda is working fine. Not sure why this is happening as we haven't done any changes. 8. Not the answer you're looking for? In my case, I was attempting to upload the below directory where package is a sample python package dependency and my function code is enclosed in lambda_function.py: I was zipping the entire function directory, which was resulting in the following file structure when deployed to lambda: In order to run properly, both lambda_function.py and the package directory should be in the top-level lambda directory. cd.. #create a zip file using installed module zip -r9 ../pymysql.zip . "Add Layer". As seen in my question, I have a file named lambda_function.py which has a function (shown above) named lambda_handler. This is the first and the only solution that actually worked for me.Thanks!!! Would it be possible, given current technology, ten years, and an infinite amount of money, to construct a 7,000 foot (2200 meter) aircraft carrier? What a dev to do when in time of need? 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. The answer is one of the possible reasons behind the error. Add two layers to your function: The first one is AWSLambda-Python38-SciPy1x provided by AWS with numpy, while the second one is the one we created above. To reiterate, my file is named lambda_function.py and contains a function called lambda_handler, which accepts two arguments (as seen above). Can anyone please let me know how to fix the issue. Should I give a brutally honest feedback on course evaluations? When I go into the directory, the package is there. Effect of coal and natural gas burning on particulate matter pollution, Penrose diagram of hypothetical astrophysical white hole. This is sample code from their site. So Alternatively, these commands can also be executed in an EC2 instance. Let's see. Ready to optimize your JavaScript with Rust? I ran into this issue on MacOS as well. If the layer uses the same folder structure, then your Lambda function's code can access the layer content without specifying the path. How did muzzle-loaded rifled artillery solve the problems of the hand-held rifle? answered Apr 15, 2020 by MD. Unable to import module 'lambda_function': No module named 'pandas', https://serverlessrepo.aws.amazon.com/applications. You can find a library of all the AWS-hosted Lambda layers at https://serverlessrepo.aws.amazon.com/applications. Good idea, I'm trying that now. Connect and share knowledge within a single location that is structured and easy to search. Example IAM policy statement that grants permissions to call the PublishLayerVersion API operation. i was successful in the test. selenium 248 Questions Unable to import module 'lambda_function': No module named 'error', AWS Lambda Python 3.7 :Unable to import module 'lambda_function': Missing required dependencies ['numpy'], Unable to import module 'lambda_function': No module named 'twilio' on AWS with python. Even in the console, you'll probably want to just take the extra step and choose the "Specify an ARN" option, since it seems like the dropdown menu for "AWS layers" isn't caught up with the latest AWS Layers that are actually available. Zip the contents of the python folder into a layer.zip file by running the following command: 8. LambdaRuntime.ImportModuleError. while the second one is the one we created above. The publish-later-version command will create a new AWS Lambda layer in the region given in the command or the config file for the CLI. Sudo update-grub does not work (single boot Ubuntu 22.04). Install the Pandas library files into the python folder by running the following command: Important: Replace Pandas with the name of the Python library that you want to import. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. before Add the layer to your Lambda function. Regular packages - Python 3.7.3 documentation. 9. You saved my day ;-). Books that explain fundamental chess concepts. Till last week, AWS lambda is working fine. Is NYC taxi cab number 86Z5 reserved for filming? Note: The following steps show you how to create a Lambda layer rather than a deployment package. I have a second version there because the first time I attempted this is put the contents of the lib directory which isn't for a 64 bit OS and my code failed in AWS Lambda. Solve Unable to import module 'lambda_function': cannot import name '_AES', Calling a function of a module by using its name (a string). A small bolt/nut came off my mtn bike while washing it, can someone help me identify it? (TA) Is it appropriate to ignore emails from a student asking obvious questions? This integration, therefore, is independent of . Care to elaborate how it's related to the Question asked? Create an IAM role and attach the IAM policy to the role. json 200 Questions Don't forget to specify Compatible runtimes to python3.8. The instabot requires numpy which is very large. Should I give a brutally honest feedback on course evaluations? Adding an answer here in case some other weary StackOverflow wanderer finds it helpful. loops 120 Questions However, Python 3.7 and Python 3.6 are based on the Amazon Linux AMI. We are using fabric for this. I also downgraded pip version. In my case ConfigureAppFlow. If you search for pandas here, you'll find 15 results at the moment, including aws-sdk-pandas-layer-py3-7 (3.8 and 3.9 are there too). The solution was zipping numpy and scipy precompiled packages from this source. Debian/Ubuntu - Is there a man page listing all the version codenames/numbers? numpy 587 Questions I'm coming from a windows environment (it sucks, I now know.). I have used option 1. Japanese Temple Geometry Problem: Radii of inner circles inside quarter arcs. We need to do file transfer from AWS lambda to remote machine. keras 161 Questions To use it, you would locate ARN of the layer based on your region. For my case, I placed the function at location. from botocore.vendored import requests. Already tried these related solutions posted on SO, Scroll down in Code tab of Lambda console, Choose "AWS Layers" (choose a layer from a list of layers provided by AWS). your answer lacks both content and direction. Probably missed that one. To create a Lambda layer for a Python 3.8 library, do the following: 1. When testing the Lambda function, Then, install Python 3.8 and pip3 by running the following commands: 5. I'm using the Numpy and Scipy packages, which are quite large. The solution suggested is something that I have already tried with no luck. Thanks for contributing an answer to Stack Overflow! 1. zip -9 -r mylayer.zip python. rev2022.12.9.43105. I was receiving this same error, but the cause of the error was different. In order for the lambda function to be able to import the module, I had to append the PYTHONPATH environment variable with the path to the module. Unable to import module 'lambda_function': No module named 'lambda_function'. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Here is the reference doc I based that hypothesis on: For example, Python 3.8 is based on an Amazon Linux 2 Amazon Machine Image (AMI). The only difference I observed with both zip files is old zip file contains 'pip-20.1.1.dist-info' and new zip file contains 'pip-22.0.4.dist-info'. Sudo update-grub does not work (single boot Ubuntu 22.04), Thereafter, I copied the folder contents in, In the host OS (windows 7), I created a folder called. discord.py 120 Questions Why is it so much harder to run on a treadmill when not holding the handlebars? Supported browsers are Chrome, Firefox, Edge, and Safari. Thank. Understanding The Fundamental Theorem of Calculus, Part 2. pyspark 112 Questions Where does the idea of selling dragon parts come from? 95,380 points. Zip the contents of the python folder into a layer.zip file by running the following command: $ zip -r layer.zip python. 2022, Amazon Web Services, Inc. or its affiliates. I don't believe using an ubuntu instance will work here. Okay, now I'm getting the same error plus "no module named numpy". Click here to return to Amazon Web Services homepage, Create an AWS Identity and Access Management (IAM) policy, attach the IAM role to the Amazon EC2 instance, Open your AWS Cloud9 Amazon EC2 environment. How can I import a module dynamically given the full path? How do I get lambda to recognise that my package is there. Also, the precompiled lambda-packages says that they are compiled for "at least Python 2.7", but my lambda runtime is 3.6. been there, and I really don't recommend zipping your dependencies in windows (permissions and all will be your concerns). Double check after zipping that if your handler is foo.bar, then your lambda function file is foo.py with a function bar() inside? We need to do file transfer from AWS lambda to remote machine. AWS Lambda - unable to import module 'lambda_function', https://serverlesscode.com/post/scikitlearn-with-amazon-linux-container/, 5.2.1. Starting from March 31, 2021, AWS will deprecate its own vendored 'request' package for Python (details). Turns out this is true! Sed based on 2 words, then replace whole line with variable. your function will use two layers. csv 168 Questions Debian/Ubuntu - Is there a man page listing all the version codenames/numbers? How is the merkle root verified if the mempools may be different? How do I troubleshoot "permission denied" or "unable to import module" errors when uploading a Lambda deployment package? You can also just click "Deploy" on that details page. Can't say for certain why yours fail though as I've not tried with, from cli, go to the folder location where the lambda_function.py located and, @Lamanus thank you for the response. Why does my stock Samsung Galaxy phone/tablet lack some features compared to other Samsung Galaxy models? Help us identify new roles for community members, Proposing a Community-Specific Closure Reason for non-English content, AWS error from Python: No module named lambda_function, Creating a lambda function in AWS from zip file, Unable to import module 'lambda_function': No module named '_speech_py_impl', Unable to import module 'lambda_function': No module named 'error', AWS Lambda - unable to import module 'lambda_function', Getting the error "Unable to import module 'lambda_function': No module named Flask" in AWS Lambda. Dont forget to specify Compatible runtimes to python3.8. Today we created new zip file and uploaded to AWS lambda and. Klayers on github. In Lambda, the lambda function handler name is, Tried precompiled linux-compatible binaries for pandas & numpy from, placed the lambda function in the root folder, zipped the folder using 7zip software and upload the folder to the S3 bucket. Important: Replace Pandas with the name of the Python library that you want to import. html 140 Questions dataframe 917 Questions By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. It is quiet relatable as the naming of directory is important while creating layers in aws lambda and the same step is missing in the steps followed in the description. Find centralized, trusted content and collaborate around the technologies you use most. 4. How do I tell if this single climbing rope is still safe for use? I simply want to use pandas in AWS-Lambda environment. 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 is because Lambda isn't prepackaged with all Python libraries. I receive an "Unable to import module" error when I try to run my AWS Lambda code in Python. Shouldn't a nested module name contain dots rather than slashes? matplotlib 383 Questions How do I tell if this single climbing rope is still safe for use? web-scraping 208 Questions, Difference between the __lte and __gte in Django, Error while running CNN for 1 dimensional data in R, https://docs.aws.amazon.com/lambda/latest/dg/python-package.html#python-package-dependencies, https://stackoverflow.com/a/12493244/5675125. }, Note: I do not want to use Docker, because I do not know how to use it and I'm not willing to learn it as I'm exasperated now. Would salt mines, lakes or flats be reasonably found in high, snowy elevations? However whenever I upload the .zip file to the lambda console I get the error: I followed these instructions: https://docs.aws.amazon.com/lambda/latest/dg/python-package.html#python-package-dependencies which told me to make sure my packages were in a directory local to my lambda function: I am not using Pillow. regex 183 Questions As a native speaker why is this usage of I've so awkward? How does legislative oversight work in Switzerland when there is technically no "opposition" in parliament? How many transistors at minimum do you need to build a general-purpose computer? Help us identify new roles for community members, Proposing a Community-Specific Closure Reason for non-English content, AWS error from Python: No module named lambda_function, Unable to import module 'handler': No module named 'werkzeug', /lib64/libc.so.6: version `GLIBC_2.32' not found, No module named 'cv2.cv2'cannot import cv2 on AWS LambdaPython3.7OpenCV3, Lambda Python Dependency Package ERROR Runtime.ImportModuleError: Unable to import module 'lambda_function': No module named 'surveys', AWS Lambda importError: Unable to import module 'lambda_function': No module named 'confluent_kafka.cimpl, Unable to import pysftp / paramiko through AWS lambda (facing different errors), AWS Lambda error for connectorx library: No module named 'connectorx.connectorx. This is because you can reuse the Lambda layer across multiple Lambda functions. Like after you unzip the package it should create a python named directory and have contents of site-packages. Create a python folder by running the following command: 6. Thanks for contributing an answer to Stack Overflow! In my case, the version of pandas I downloaded was for python3 and was successful in a python3.6 AWS Lambda function. Ah, must have been one of the solutions you've outlined. tensorflow 258 Questions Lambda function failing with /lib64/libc.so.6: version `GLIBC_2.18' not found, https://github.com/pyca/cryptography/issues/6390, https://github.com/pyca/cryptography/issues/6391, https://github.com/zappa/Zappa/issues/1063. Why is it so much harder to run on a treadmill when not holding the handlebars? How to resolve AWS Lambda unable to import module error message? scikit-learn 147 Questions I'm using Windows 7 64-bit as the host OS. version as AWS Lambda and create a deployment package. I'll update the question with a screenshot of my Handler setting. Ready to optimize your JavaScript with Rust? How is the merkle root verified if the mempools may be different? 7. django 680 Questions 4. Sed based on 2 words, then replace whole line with variable, Typesetting Malayalam in xelatex & lualatex gives error. Find centralized, trusted content and collaborate around the technologies you use most. Here's 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. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Open your AWS Cloud9 Amazon EC2 environment. An alternative approach/solution is always welcome, but it should be detailed and put in context. Just like I use it in windows environment, I am looking for a simple solution for Lambda. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. I was able to import the pandas library successfully using a Lambda layer and an Amazon linux Cloud 9 instance. CGAC2022 Day 10: Help Santa sort presents! @fixatd thank you for the response. This also allows the use of the online code editor in Lambda since the deployment package is under the limit of 3MB. How do I create a Lambda layer using a simulated Lambda environment with Docker? To learn more, see our tips on writing great answers. "Unable to import module 'app': No module named 'requests' in lambda" Code Answer's My zipped directory is 34 MB, and my unzipped directory 122 MB. Question: Edit 2: The root cause was I had several DOCKER environment variables set which were causing my function invocations to re-route to a remote Docker host and not hit SAM Local. Edit: I cloned docker-lambda and tried running one of their examples and get the same [] Are there breakers which can be triggered by an external signal and have to be reset by hand? 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. Connect and share knowledge within a single location that is structured and easy to search. In the AWS Cloud9 console, create an Amazon Elastic Compute Cloud (Amazon EC2) instance with Amazon Linux 2 AMI. Create an AWS Identity and Access Management (IAM) policy that grants permissions to call the PublishLayerVersion API operation. 1. git clone https://github.com/Miserlou/lambda-packages So to use this library you can Import it from the Botocore libraries. Also elaborated more on my earlier comment. So we remove it manually, For the approach with the dependencies in the same zip, this structure will be different. Note: Your EC2 instance now has permissions to upload Lambda layers for the PublishLayerVersion API call. This tutorial is for "how to import the custom (BeatifulSoup4)python packages on AWS lambda" Step 1: Create the virtualenv in your local machine. opencv 157 Questions A Lambda layer will apply the library to the Lambda function's code without needing to apply it directly to the deployment package. in yours) to be considered a valid Python package. Are there breakers which can be triggered by an external signal and have to be reset by hand? thanks for the idea. There are the commands I executed in the Cloud 9 instance and the Lambda function's output. When would I give a checkpoint to my D&D party that they can return to if they die? 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