boto3 put_object vs upload_file

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Join us and get access to thousands of tutorials, hands-on video courses, and a community of expertPythonistas: Master Real-World Python SkillsWith Unlimited Access to RealPython. What is the difference between venv, pyvenv, pyenv, virtualenv, virtualenvwrapper, pipenv, etc? object. How to use Slater Type Orbitals as a basis functions in matrix method correctly? Use the put () action available in the S3 object and the set the body as the text data. { "@type": "Question", "name": "What is Boto3? Object.put () and the upload_file () methods are from boto3 resource where as put_object () is from boto3 client. I'm an ML engineer and Python developer. Run the new function against the first bucket to remove all the versioned objects: As a final test, you can upload a file to the second bucket. You can increase your chance of success when creating your bucket by picking a random name. S3 object. These are the steps you need to take to upload files through Boto3 successfully; Step 1 Start by creating a Boto3 session. Waiters are available on a client instance via the get_waiter method. What is the difference between null=True and blank=True in Django? In this article, youll look at a more specific case that helps you understand how S3 works under the hood. Uploading files The AWS SDK for Python provides a pair of methods to upload a file to an S3 bucket. In this section, youre going to explore more elaborate S3 features. Your Boto3 is installed. {"@type": "Thing", "name": "Web developers", "sameAs": "https://en.wikipedia.org/wiki/Web_developer"}, randomly generate a key but you can use any 32 byte key PutObject This isnt ideal. During the upload, the {"@type": "Thing", "name": "Problem_solving", "sameAs": "https://en.wikipedia.org/wiki/Problem_solving"}, In this tutorial, youll learn how to write a file or data to S3 using Boto3. In Boto3, there are no folders but rather objects and buckets. Understanding how the client and the resource are generated is also important when youre considering which one to choose: Boto3 generates the client and the resource from different definitions. Uploads file to S3 bucket using S3 resource object. The file object doesnt need to be stored on the local disk either. Copy your preferred region from the Region column. PutObject For API details, see You can check about it here. The list of valid With this policy, the new user will be able to have full control over S3. What does the "yield" keyword do in Python? In this section, youll learn how to use the upload_file() method to upload a file to an S3 bucket. "acceptedAnswer": { "@type": "Answer", to configure many aspects of the transfer process including: Multipart threshold size, Max parallel downloads, Socket timeouts, Retry amounts. . upload_fileobj is similar to upload_file. To learn more, see our tips on writing great answers. For API details, see Get tips for asking good questions and get answers to common questions in our support portal. The service instance ID is also referred to as a resource instance ID. The put_object method maps directly to the low-level S3 API request. Curated by the Real Python team. The name of the object is the full path from the bucket root, and any object has a key which is unique in the bucket. The majority of the client operations give you a dictionary response. server side encryption with a customer provided key. Both put_object and upload_file provide the ability to upload a file to an S3 bucket. parameter. The file-like object must implement the read method and return bytes. Youve got your bucket name, but now theres one more thing you need to be aware of: unless your region is in the United States, youll need to define the region explicitly when you are creating the bucket. Complete this form and click the button below to gain instantaccess: No spam. To do this, you need to use the BucketVersioning class: Then create two new versions for the first file Object, one with the contents of the original file and one with the contents of the third file: Now reupload the second file, which will create a new version: You can retrieve the latest available version of your objects like so: In this section, youve seen how to work with some of the most important S3 attributes and add them to your objects. Table of contents Introduction put_object upload_file Conclusion put_object put_object adds an object to an S3 bucket. At the same time, clients offer a low-level interface to the AWS service, and a JSON service description present in the botocore library generates their definitions. AWS Code Examples Repository. With S3, you can protect your data using encryption. The file object must be opened in binary mode, not text mode. Find the complete example and learn how to set up and run in the object. I'm using boto3 and trying to upload files. Bucket and Object are sub-resources of one another. The managed upload methods are exposed in both the client and resource interfaces of boto3: * S3.Client method to upload a file by name: S3.Client.upload_file() * S3.Client method to upload a . Here are the steps to follow when uploading files from Amazon S3 to node js. If you want to list all the objects from a bucket, the following code will generate an iterator for you: The obj variable is an ObjectSummary. Follow the below steps to use the client.put_object() method to upload a file as an S3 object. If not specified then file_name is used, :return: True if file was uploaded, else False, # If S3 object_name was not specified, use file_name, boto3.s3.transfer.S3Transfer.ALLOWED_UPLOAD_ARGS, 'uri="http://acs.amazonaws.com/groups/global/AllUsers"', # To simplify, assume this is hooked up to a single filename, AWS Identity and Access Management examples, AWS Key Management Service (AWS KMS) examples. If you decide to go down this route, keep the following in mind: Congratulations on making it to the end of this tutorial! - the incident has nothing to do with me; can I use this this way? Table of contents Introduction Prerequisites upload_file upload_fileobj put_object Prerequisites Python3 Boto3: Boto3 can be installed using pip: pip install boto3 If you already have an IAM user that has full permissions to S3, you can use those users credentials (their access key and their secret access key) without needing to create a new user. It will attempt to send the entire body in one request. For more detailed instructions and examples on the usage or waiters, see the waiters user guide. How to delete a versioned bucket in AWS S3 using the CLI? Boto 3 is a python-based software development kit for interacting with Amazon Web Service (AWS). It allows you to directly create, update, and delete AWS resources from your Python scripts. the object. The SDK is subject to change and should not be used in production. { "@type": "Question", "name": "How to download from S3 locally? To install Boto3 on your computer, go to your terminal and run the following: Youve got the SDK. They are considered the legacy way of administrating permissions to S3. When you add a new version of an object, the storage that object takes in total is the sum of the size of its versions. When you request a versioned object, Boto3 will retrieve the latest version. Whats the grammar of "For those whose stories they are"? Why is there a voltage on my HDMI and coaxial cables? IAmazonS3 client = new AmazonS3Client (); await WritingAnObjectAsync (client, bucketName, keyName); } /// /// Upload a sample object include a setting for encryption. This is prerelease documentation for a feature in preview release. You can use the % symbol before pip to install packages directly from the Jupyter notebook instead of launching the Anaconda Prompt. The major difference between the two methods is that upload_fileobj takes a file-like object as input instead of a filename. People tend to have issues with the Amazon simple storage service (S3), which could restrict them from accessing or using Boto3. Staging Ground Beta 1 Recap, and Reviewers needed for Beta 2. Theres one more thing you should know at this stage: how to delete all the resources youve created in this tutorial. These are the steps you need to take to upload files through Boto3 successfully; The upload_file method accepts a file name, a bucket name, and an object name for handling large files. in AWS SDK for Ruby API Reference. AWS Lightsail Deep Dive: What is it and when to use, How to build a data pipeline with AWS Boto3, Glue & Athena, Learn AWS - Powered by Jekyll & whiteglass - Subscribe via RSS. }} , Bucket read operations, such as iterating through the contents of a bucket, should be done using Boto3. But what if I told you there is a solution that provides all the answers to your questions about Boto3? PutObject Making statements based on opinion; back them up with references or personal experience. Thanks for contributing an answer to Stack Overflow! It also allows you Filestack File Upload is an easy way to avoid these mistakes. What is the Difference between file_upload() and put_object() when uploading files to S3 using boto3, boto3.readthedocs.io/en/latest/_modules/boto3/s3/transfer.html, We've added a "Necessary cookies only" option to the cookie consent popup. This time, it will download the file to the tmp directory: Youve successfully downloaded your file from S3. A UUID4s string representation is 36 characters long (including hyphens), and you can add a prefix to specify what each bucket is for. The summary version doesnt support all of the attributes that the Object has. You could refactor the region and transform it into an environment variable, but then youd have one more thing to manage. What is the difference between old style and new style classes in Python? One of its core components is S3, the object storage service offered by AWS. Bucket vs Object. Before exploring Boto3s characteristics, you will first see how to configure the SDK on your machine. After that, import the packages in your code you will use to write file data in the app. Thanks for letting us know this page needs work. Instead of success, you will see the following error: botocore.errorfactory.BucketAlreadyExists. This step will set you up for the rest of the tutorial. Upload a file to a bucket using an S3Client. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. The AWS SDK for Python provides a pair of methods to upload a file to an S3 This example shows how to list all of the top-level common prefixes in an To exemplify what this means when youre creating your S3 bucket in a non-US region, take a look at the code below: You need to provide both a bucket name and a bucket configuration where you must specify the region, which in my case is eu-west-1. The caveat is that you actually don't need to use it by hand. Why does Mister Mxyzptlk need to have a weakness in the comics? Watch it together with the written tutorial to deepen your understanding: Python, Boto3, and AWS S3: Demystified. Upload an object to a bucket and set tags using an S3Client. This documentation is for an SDK in developer preview release. By default, when you upload an object to S3, that object is private. Another option to upload files to s3 using python is to use the S3 resource class. May this tutorial be a stepping stone in your journey to building something great using AWS! What's the difference between lists and tuples? }, 2023 Filestack. It will attempt to send the entire body in one request. Use only a forward slash for the file path. You can use the below code snippet to write a file to S3. Upload an object to a bucket and set metadata using an S3Client. You signed in with another tab or window. PutObject in AWS SDK for JavaScript API Reference. Boto3 can be used to directly interact with AWS resources from Python scripts. The upload_file method is handled by the S3 Transfer Manager, this means that it will automatically handle multipart uploads behind the scenes for you, if necessary. Difference between del, remove, and pop on lists. Every object that you add to your S3 bucket is associated with a storage class. View the complete file and test. Recommended Video CoursePython, Boto3, and AWS S3: Demystified, Watch Now This tutorial has a related video course created by the Real Python team. Any bucket related-operation that modifies the bucket in any way should be done via IaC. Can Martian regolith be easily melted with microwaves? The python pickle library supports. "text": "Boto 3 is a python-based software development kit for interacting with Amazon Web Service (AWS). They will automatically transition these objects for you. The upload_file method uploads a file to an S3 object. With Boto3 Upload File, developers have struggled endlessly trying to locate and remedy issues while trying to upload files. The AWS SDK for Python provides a pair of methods to upload a file to an S3 Not sure where to start? This bucket doesnt have versioning enabled, and thus the version will be null. The easiest solution is to randomize the file name. Upload the contents of a Swift Data object to a bucket. Boto3 SDK is a Python library for AWS. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. To finish off, youll use .delete() on your Bucket instance to remove the first bucket: If you want, you can use the client version to remove the second bucket: Both the operations were successful because you emptied each bucket before attempting to delete it. For API details, see you want. ", What are the common mistakes people make using boto3 File Upload? { In this section, youll learn how to write normal text data to the s3 object. Then it uploads each file into an AWS S3 bucket if the file size is different or if the file didn't exist at all before. 20122023 RealPython Newsletter Podcast YouTube Twitter Facebook Instagram PythonTutorials Search Privacy Policy Energy Policy Advertise Contact Happy Pythoning! Follow the below steps to write text data to an S3 Object. The file object must be opened in binary mode, not text mode. parameter that can be used for various purposes. Asking for help, clarification, or responding to other answers. Give the user a name (for example, boto3user). bucket. One other thing to mention is that put_object() requires a file object whereas upload_file() requires the path of the file to upload. Amazon Web Services (AWS) has become a leader in cloud computing. Step 3 The upload_file method accepts a file name, a bucket name, and an object name for handling large files. Using this method will replace the existing S3 object with the same name. The following ExtraArgs setting assigns the canned ACL (access control What can a lawyer do if the client wants him to be acquitted of everything despite serious evidence? All rights reserved. to that point. This module handles retries for both cases so It does not handle multipart uploads for you. Boto3 easily integrates your python application, library, or script with AWS Services. Relation between transaction data and transaction id, Short story taking place on a toroidal planet or moon involving flying. "acceptedAnswer": { "@type": "Answer", The method handles large files by splitting them into smaller chunks and uploading each chunk in parallel. Difference between @staticmethod and @classmethod. }} , During the upload, the ], server side encryption with a key managed by KMS. complete table of the supported AWS regions, IAM Policies and Bucket Policies and ACLs, get answers to common questions in our support portal, Be confident working with buckets and objects directly from your Python scripts, Know how to avoid common pitfalls when using Boto3 and S3, Understand how to set up your data from the start to avoid performance issues later, Learn how to configure your objects to take advantage of S3s best features. Next, youll see how to easily traverse your buckets and objects. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. The reason is that the approach of using try:except ClientError: followed by a client.put_object causes boto3 to create a new HTTPS connection in its pool. The upload_file and upload_fileobj methods are provided by the S3 Leave a comment below and let us know. ExtraArgs settings is specified in the ALLOWED_UPLOAD_ARGS attribute Disconnect between goals and daily tasksIs it me, or the industry? If you need to copy files from one bucket to another, Boto3 offers you that possibility. upload_file reads a file from your file system and uploads it to S3. This method maps directly to the low-level S3 API defined in botocore. You may need to upload data or files to S3 when working with AWS SageMaker notebook or a normal jupyter notebook in Python. Are there tables of wastage rates for different fruit and veg? This module has a reasonable set of defaults. ", bucket. invocation, the class is passed the number of bytes transferred up Then, install dependencies by installing the NPM package, which can access an AWS service from your Node.js app. Have you ever felt lost when trying to learn about AWS? There is far more customization regarding the details of the object by using put_object, however some of the finer details need to be managed by your code while upload_file will make some guesses for you but is more limited in what attributes it can change, What is the difference between uploading a file to S3 using boto3.resource.put_object() and boto3.s3.transfer.upload_file(), http://boto3.readthedocs.io/en/latest/guide/s3.html#uploads, We've added a "Necessary cookies only" option to the cookie consent popup. Upload a file to a python flask server using curl; Saving upload in Flask only saves to project root; Python flask jinja image file not found; How to actually upload a file using Flask WTF FileField; Testing file upload with Flask and Python 3; Calculate md5 from werkzeug.datastructures.FileStorage without saving the object as file; Large file . of the S3Transfer object Identify those arcade games from a 1983 Brazilian music video. Follow the below steps to use the upload_file() action to upload the file to the S3 bucket. in AWS SDK for Python (Boto3) API Reference. An example implementation of the ProcessPercentage class is shown below. If you've got a moment, please tell us what we did right so we can do more of it. It may be represented as a file object in RAM. The SDK is subject to change and is not recommended for use in production. Im glad that it helped you solve your problem. To be able to delete a bucket, you must first delete every single object within the bucket, or else the BucketNotEmpty exception will be raised. You should use: Have you ever felt lost when trying to learn about AWS? "url": "https://blog.filestack.com/working-with-filestack/common-mistakes-people-make-boto3-upload-file/", {"@type": "Thing", "name": "File Upload", "sameAs": "https://en.wikipedia.org/wiki/Upload"}, Supports multipart uploads: Leverages S3 Transfer Manager and provides support for multipart uploads. Follow the steps below to upload files to AWS S3 using the Boto3 SDK: Installing Boto3 AWS S3 SDK Upload an object with server-side encryption. What is the difference between __str__ and __repr__? But, you wont be able to use it right now, because it doesnt know which AWS account it should connect to. It aids communications between your apps and Amazon Web Service. To get the exact information that you need, youll have to parse that dictionary yourself. put_object adds an object to an S3 bucket. An example implementation of the ProcessPercentage class is shown below. Hence ensure youre using a unique name for this object. The next step after creating your file is to see how to integrate it into your S3 workflow. You can write a file or data to S3 Using Boto3 using the Object.put() method. Boto3 users also encounter problems using Boto3, and when they get into these problems, they always tend to make small mistakes. Again, see the issue which demonstrates this in different words. Otherwise you will get an IllegalLocationConstraintException. The disadvantage is that your code becomes less readable than it would be if you were using the resource. No support for multipart uploads: AWS S3 has a limit of 5 GB for a single upload operation. Staging Ground Beta 1 Recap, and Reviewers needed for Beta 2. The more files you add, the more will be assigned to the same partition, and that partition will be very heavy and less responsive. This is where the resources classes play an important role, as these abstractions make it easy to work with S3. {"@type": "Thing", "name": "People", "sameAs": "https://en.wikipedia.org/wiki/Human"} "text": "Downloading a file from S3 locally follows the same procedure as uploading. Resources are higher-level abstractions of AWS services. No spam ever. Why is this sentence from The Great Gatsby grammatical? Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, There absolutely is a difference. If youve not installed boto3 yet, you can install it by using the below snippet. Click on Next: Review: A new screen will show you the users generated credentials. What are the differences between type() and isinstance()? ExtraArgs settings is specified in the ALLOWED_UPLOAD_ARGS attribute # The generated bucket name must be between 3 and 63 chars long, firstpythonbucket7250e773-c4b1-422a-b51f-c45a52af9304 eu-west-1, {'ResponseMetadata': {'RequestId': 'E1DCFE71EDE7C1EC', 'HostId': 'r3AP32NQk9dvbHSEPIbyYADT769VQEN/+xT2BPM6HCnuCb3Z/GhR2SBP+GM7IjcxbBN7SQ+k+9B=', 'HTTPStatusCode': 200, 'HTTPHeaders': {'x-amz-id-2': 'r3AP32NQk9dvbHSEPIbyYADT769VQEN/+xT2BPM6HCnuCb3Z/GhR2SBP+GM7IjcxbBN7SQ+k+9B=', 'x-amz-request-id': 'E1DCFE71EDE7C1EC', 'date': 'Fri, 05 Oct 2018 15:00:00 GMT', 'location': 'http://firstpythonbucket7250e773-c4b1-422a-b51f-c45a52af9304.s3.amazonaws.com/', 'content-length': '0', 'server': 'AmazonS3'}, 'RetryAttempts': 0}, 'Location': 'http://firstpythonbucket7250e773-c4b1-422a-b51f-c45a52af9304.s3.amazonaws.com/'}, secondpythonbucket2d5d99c5-ab96-4c30-b7f7-443a95f72644 eu-west-1, s3.Bucket(name='secondpythonbucket2d5d99c5-ab96-4c30-b7f7-443a95f72644'), [{'Grantee': {'DisplayName': 'name', 'ID': '24aafdc2053d49629733ff0141fc9fede3bf77c7669e4fa2a4a861dd5678f4b5', 'Type': 'CanonicalUser'}, 'Permission': 'FULL_CONTROL'}, {'Grantee': {'Type': 'Group', 'URI': 'http://acs.amazonaws.com/groups/global/AllUsers'}, 'Permission': 'READ'}], [{'Grantee': {'DisplayName': 'name', 'ID': '24aafdc2053d49629733ff0141fc9fede3bf77c7669e4fa2a4a861dd5678f4b5', 'Type': 'CanonicalUser'}, 'Permission': 'FULL_CONTROL'}], firstpythonbucket7250e773-c4b1-422a-b51f-c45a52af9304, secondpythonbucket2d5d99c5-ab96-4c30-b7f7-443a95f72644, 127367firstfile.txt STANDARD 2018-10-05 15:09:46+00:00 eQgH6IC1VGcn7eXZ_.ayqm6NdjjhOADv {}, 616abesecondfile.txt STANDARD 2018-10-05 15:09:47+00:00 WIaExRLmoksJzLhN7jU5YzoJxYSu6Ey6 {}, fb937cthirdfile.txt STANDARD_IA 2018-10-05 15:09:05+00:00 null {}, [{'Key': '127367firstfile.txt', 'VersionId': 'eQgH6IC1VGcn7eXZ_.ayqm6NdjjhOADv'}, {'Key': '127367firstfile.txt', 'VersionId': 'UnQTaps14o3c1xdzh09Cyqg_hq4SjB53'}, {'Key': '127367firstfile.txt', 'VersionId': 'null'}, {'Key': '616abesecondfile.txt', 'VersionId': 'WIaExRLmoksJzLhN7jU5YzoJxYSu6Ey6'}, {'Key': '616abesecondfile.txt', 'VersionId': 'null'}, {'Key': 'fb937cthirdfile.txt', 'VersionId': 'null'}], [{'Key': '9c8b44firstfile.txt', 'VersionId': 'null'}]. Boto3 Docs 1.26.81 documentation Table Of Contents Quickstart A sample tutorial Code examples Developer guide Security Available services AccessAnalyzer Account ACM ACMPCA AlexaForBusiness PrometheusService Amplify AmplifyBackend AmplifyUIBuilder APIGateway ApiGatewayManagementApi ApiGatewayV2 AppConfig AppConfigData Appflow AppIntegrationsService Before you can solve a problem or simply detect where it comes from, it stands to reason you need the information to understand it. Step 7 Split the S3 path and perform operations to separate the root bucket name and key path. This information can be used to implement a progress monitor. {"@type": "Thing", "name": "life", "sameAs": "https://en.wikipedia.org/wiki/Everyday_life"}, In this tutorial, we will look at these methods and understand the differences between them. restoration is finished. That is, sets equivalent to a proper subset via an all-structure-preserving bijection. in AWS SDK for Go API Reference. using JMESPath. the objects in the bucket. intermittently during the transfer operation. No multipart support boto3 docs The upload_file method is handled by the S3 Transfer Manager, this means that it will automatically handle multipart uploads behind the scenes for you, if necessary. This is how you can use the upload_file() method to upload files to the S3 buckets. Youll now explore the three alternatives. For API details, see Automatically switching to multipart transfers when upload_fileobj ( f, "BUCKET_NAME", "OBJECT_NAME") The upload_file and upload_fileobj methods are provided by the S3 Client, Bucket, and Object classes . As a web developer or even as a regular web user, it is a fact of life that you will encounter occasional problems on the internet. First, we'll need a 32 byte key. Youll see examples of how to use them and the benefits they can bring to your applications. Not setting up their S3 bucket properly. Download an S3 file into a BytesIO stream Pipe that stream through a subprocess.Popen shell command and its result back into another BytesIO stream Use that output stream to feed an upload to S3 Return only after the upload was successful instance of the ProgressPercentage class. Write Text Data To S3 Object Using Object.Put(), Reading a File from Local and Updating it to S3, difference between boto3 resource and boto3 client, How To Load Data From AWS S3 Into Sagemaker (Using Boto3 Or AWSWrangler), How to List Contents of s3 Bucket Using Boto3 Python, How To Read JSON File From S3 Using Boto3 Python? The following ExtraArgs setting specifies metadata to attach to the S3 of the S3Transfer object Client, Bucket, and Object classes. How are you going to put your newfound skills to use? This is just the tip of the iceberg when discussing developers and internet users common mistakes when using Boto3. PutObject Step 6 Create an AWS resource for S3. We're sorry we let you down. What is the difference between __str__ and __repr__? If you try to upload a file that is above a certain threshold, the file is uploaded in multiple parts. The put_object method maps directly to the low-level S3 API request. def upload_file_using_resource(): """. You can find the latest, most up to date, documentation at our doc site, including a list of services that are supported. However, s3fs is not a dependency, hence it has to be installed separately. She is a DevOps engineer specializing in cloud computing, with a penchant for AWS. s3 = boto3.client('s3') with open("FILE_NAME", "rb") as f: s3.upload_fileobj(f, "BUCKET_NAME", "OBJECT_NAME") The upload_file and upload_fileobj methods are provided by the S3 Client, Bucket, and Object classes. in AWS SDK for Rust API reference. Use whichever class is most convenient. Very helpful thank you for posting examples, as none of the other resources Ive seen have them. In this tutorial, we will look at these methods and understand the differences between them. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. Batch split images vertically in half, sequentially numbering the output files. There is one more configuration to set up: the default region that Boto3 should interact with. put () actions returns a JSON response metadata. The parameter references a class that the Python SDK invokes Ralu is an avid Pythonista and writes for Real Python. Next, youll see how to copy the same file between your S3 buckets using a single API call. You didnt see many bucket-related operations, such as adding policies to the bucket, adding a LifeCycle rule to transition your objects through the storage classes, archive them to Glacier or delete them altogether or enforcing that all objects be encrypted by configuring Bucket Encryption. For API details, see The upload_file method accepts a file name, a bucket name, and an object name. Upload a file using Object.put and add server-side encryption. No benefits are gained by calling one The file is uploaded successfully. A tag already exists with the provided branch name. There's more on GitHub. But the objects must be serialized before storing. Sub-resources are methods that create a new instance of a child resource. Styling contours by colour and by line thickness in QGIS. The details of the API can be found here. This example shows how to use SSE-C to upload objects using What is the difference between Python's list methods append and extend?

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