CloudFormation template and CDK stack that contains a CustomResource with Lambda function to allow the setting of the targetAccountIds attribute of the EC2 Image Builder AMI distribution settings which is not currently supported (as of October 2021) in CloudFormation or CDK.

Overview

ec2-imagebuilder-ami-share

CloudFormation template and CDK stack that contains a CustomResource with Lambda function to allow the setting of the targetAccountIds attribute of the EC2 Image Builder AMI distribution settings which is not currently supported in CloudFormation or CDK.


EC2 Image Builder simplifies the building, testing, and deployment of Virtual Machine and container images for use on AWS or on-premises. Customers looking to create custom AMIs (Amazon Machine Image) or container images can leverage EC2 Image Builder to significantly reduce the effort of keeping images up-to-date and secure through its simple graphical interface, built-in automation, and AWS-provided security settings.

EC2 Image Builder includes distribution settings that allow for the publishing and sharing of AMIs. Publishing an AMI allows customers to define the AWS accounts and regions to which the generated AMI will be copied. Sharing an AMI allows customers to define the AWS accounts and regions to which the generated AMI will be shared. AWS accounts that have been nominated as targets for AMI sharing are able to launch EC2 instances based on those AMIs.

The AWS CLI fully supports creating and updating distribution settings for AMIs.

AWS CloudFormation offers the capability of defining distribution settings for EC2 Image Builder. However, at the time of writing this blog post, AWS CloudFormation does not provide the capability of defining the target accounts to which a generated AMI will be published. Specifically, the targetAccountIds attribute is not currently exposed through AWS CloudFormation.

This project describes how a CloudFormation Custom Resource can be leveraged to allow customers to access the full set of distribution settings for EC2 Image Builder, including the targetAccountIds attribute, as part of their CloudFormation templates or CDK (Cloud Development Kit) code base.

The project assumes the availability of at least 3 AWS accounts:

  1. A tooling account where the CloudFormation template is deployed and the project resources are created.
  2. A publishing account (or accounts) to which the generated AMI would be published.
  3. A sharing account (or accounts) to whom the generated AMI would be shared.

The code will only deploy resources into the tooling account. The existence of the publishing and sharing accounts are required in order to set the respective EC2 Image Builder distribution configuration settings.


Solution architecture

The solution architecture discussed in this post is presented below:

Solution architecture

  1. A CloudFormation template, generated manually or via CDK, is deployed to the AWS CloudFormation service.
  2. The provided CloudFormation template includes the definition of a custom resource. The custom resource is implement via a Lambda function which will use the Python Boto3 library to update the AMI distribution configuration of EC2 Image Builder, including setting the targetAccountIds attribute. The targetAccountIds attribute is currently not available to CloudFormation but it can be set with the Boto3 library.
  3. The CloudFormation service will call the Lambda function defined in the custom resource, waiting for the result of the Lambda invocation.
  4. Upon successful completion of the Lambda function, CloudFormation will resume the creation of the remaining resources of the stack.

Deploying the CloudFormation project

The relevant section of the EC2ImageBuilderAmiShare.yaml CloudFormation template, in which the Custom Resource and Lambda function are defined, is shown below:

 AmiDistributionLambda:
    Type: 'AWS::Lambda::Function'
    Properties:
      Code:
        ZipFile: |
          ##################################################
          ## EC2 ImageBuilder AMI distribution setting targetAccountIds
          ## is not supported by CloudFormation (as of September 2021).
          ## https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-imagebuilder-distributionconfiguration.html
          ##
          ## This lambda function uses Boto3 for EC2 ImageBuilder in order 
          ## to set the AMI distribution settings which are currently missing from 
          ## CloudFormation - specifically the 'targetAccountIds' attribute
          ## https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/imagebuilder.html
          ##################################################

          import os
          import boto3
          import botocore
          import json
          import logging
          import cfnresponse

          def get_ssm_parameter(ssm_param_name: str, aws_ssm_region: str):
              ssm = boto3.client('ssm', region_name=aws_ssm_region)
              parameter = ssm.get_parameter(Name=ssm_param_name, WithDecryption=False)
              return parameter['Parameter']

          def get_distributions_configurations(
                  aws_distribution_regions, 
                  ami_distribution_name,
                  publishing_account_ids, 
                  sharing_account_ids
              ):

              distribution_configs = []

              for aws_region in aws_distribution_regions:
                  distribution_config = {
                      'region': aws_region,
                      'amiDistributionConfiguration': {
                          'name': ami_distribution_name,
                          'description': f'AMI Distribution configuration for {ami_distribution_name}',
                          'targetAccountIds': publishing_account_ids,
                          'amiTags': {
                              'PublishTargets': ",".join(publishing_account_ids),
                              'SharingTargets': ",".join(sharing_account_ids)
                          },
                          'launchPermission': {
                              'userIds': sharing_account_ids
                          }
                      }
                  }

                  distribution_configs.append(distribution_config)

              return distribution_configs

          def handler(event, context):
              # set logging
              logger = logging.getLogger()
              logger.setLevel(logging.DEBUG)
              
              # print the event details
              logger.debug(json.dumps(event, indent=2))

              props = event['ResourceProperties']
              aws_region = os.environ['AWS_REGION']
              aws_distribution_regions = props['AwsDistributionRegions']
              imagebuiler_name = props['ImageBuilderName']
              ami_distribution_name = props['AmiDistributionName']
              ami_distribution_arn = props['AmiDistributionArn']
              ssm_publishing_account_ids_param_name = props['PublishingAccountIds']
              ssm_sharing_account_ids_param_name = props['SharingAccountIds']

              publishing_account_ids = get_ssm_parameter(ssm_publishing_account_ids_param_name, aws_region)['Value'].split(",")
              sharing_account_ids = get_ssm_parameter(ssm_sharing_account_ids_param_name, aws_region)['Value'].split(",")

              logger.info(publishing_account_ids)
              logger.info(sharing_account_ids)

              if event['RequestType'] != 'Delete':
                  try:
                      client = boto3.client('imagebuilder')
                      response = client.update_distribution_configuration(
                          distributionConfigurationArn=ami_distribution_arn,
                          description=f"AMI Distribution settings for: {imagebuiler_name}",
                          distributions=get_distributions_configurations(
                              aws_distribution_regions=aws_distribution_regions,
                              ami_distribution_name=ami_distribution_name,
                              publishing_account_ids=publishing_account_ids,
                              sharing_account_ids=sharing_account_ids
                          )
                      )
                      cfnresponse.send(event, context, cfnresponse.SUCCESS, {})
                  except botocore.exceptions.ClientError as err:
                      logger.critical(err)
                      cfnresponse.send(event, context, cfnresponse.FAILED, {})
              
              # nothing to do on delete so send a success response
              cfnresponse.send(event, context, cfnresponse.SUCCESS, {})
      Role:
        'Fn::GetAtt':
          - AmiDistributionLambdaRole
          - Arn
      Handler: index.handler
      Runtime: python3.6
      Timeout: 30
    DependsOn:
      - AmiDistributionLambdaRoleDefaultPolicy
      - AmiDistributionLambdaRole
  AmiPublishingTargetIds:
    Type: 'AWS::SSM::Parameter'
    Properties:
      Type: StringList
      Value:
        Ref: AmiPublishingTargetIdsParameter
      Name: /master-AmiSharing/AmiPublishingTargetIds
  AmiSharingAccountIds:
    Type: 'AWS::SSM::Parameter'
    Properties:
      Type: StringList
      Value: 
        Ref: AmiSharingAccountIdsParameter
      Name: /master-AmiSharing/AmiSharingAccountIds
  AmiDistributionCustomResource:
    Type: 'AWS::CloudFormation::CustomResource'
    Properties:
      ServiceToken:
        'Fn::GetAtt':
          - AmiDistributionLambda
          - Arn
      AwsDistributionRegions: 
        Ref: AmiPublishingRegionsParameter
      ImageBuilderName: AmiDistributionConfig
      AmiDistributionName: 'AmiShare-{{ imagebuilder:buildDate }}'
      AmiDistributionArn:
        'Fn::GetAtt':
          - AmiShareDistributionConfig
          - Arn
      PublishingAccountIds:
        Ref: AmiPublishingTargetIds
      SharingAccountIds:
        Ref: AmiSharingAccountIds
    DependsOn:
      - AmiShareDistributionConfig
    UpdateReplacePolicy: Delete
    DeletionPolicy: Delete

Follow the steps below to deploy the CloudFormation template.

  1. Download the EC2ImageBuilderAmiShare.yaml template file to your local machine.
  2. Log into the AWS Console → navigate to the CloudFormation console.
  3. Click on the Create stack button and choose With new resources (standard).
  4. In the Create stack screen, select the option to Upload a template file.
  5. Choose the EC2ImageBuilderAmiShare.yaml template file.
  6. Click Next.
  7. In the Specify stack details screen, provide the following values:
    1. Stack name: EC2ImageBuilderAmiShare
    2. AmiPublishingRegionsParameter: <AWS region to which the AMI should be published, e.g. us-east-1>
    3. AmiPublishingTargetIdsParameter: <AWS account ids to which the AMI should be published>
    4. AmiSharingAccountIdsParameter: <AWS account ids to whom the AMI should be shared>
    5. SubnetIdParameter: <Select a desired subnet>
    6. VpcIdParameter: <Select a desired VPC>

CloudFormation parameters

  1. Click Next.
  2. On the Configure stack options screen, click Next to accept defaults.
  3. On the Review EC2ImageBuilderAmiShare screen, click the check box for I acknowledge that AWS CloudFormation might create IAM resources with custom names.
  4. Click Create stack.
  5. Confirm that the stack reaches the CREATE_COMPLETE state.

Verify the distribution settings of EC2 Image Builder.

  1. Log into the AWS Console → navigate to the EC2 Image Builder console.
  2. Click on the pipeline with name ami-share-pipeline to open the detailed pipeline view.
  3. Click on the Distribution settings and review the Distribution details.
  4. Confirm that the following values match the parameter values passed to the CloudFormation template:
    1. Region
    2. Target accounts for distribution
    3. Accounts with shared permissions

EC2 Image Builder AMI distribution settings

The CloudFormation template has successfully deployed the EC2 Image Builder and the Target accounts for distribution value has been correctly set through the use of a CustomResource Lambda function.

At this point the pipeline could be Run in order to generate, distribute and share the AMI.

Please note that in order to distribute the generated AMI to other AWS accounts it is necessary to set up cross-account AMI distribution with Image Builder.

Clean up the CloudFormation project

Project clean-up is a single step process:

  1. Delete the EC2ImageBuilderAmiShare stack from CloudFormation.

Delete the EC2ImageBuilderAmiShare CloudFormation stack.

  1. Log into the AWS Console → navigate to the CloudFormation console.
  2. Navigate to Stacks.
  3. Select the EC2ImageBuilderAmiShare.
  4. Click the Delete button.

Deploying the CDK project

The project code uses the Python flavour of the AWS CDK (Cloud Development Kit). In order to execute the code, please ensure that you have fulfilled the AWS CDK Prerequisites for Python.

The relevant section of the CDK ami_share.py stack, in which the Custom Resource and Lambda definition are defined, is shown below:

# Create ami distribution lambda function - this is required because 
# EC2 ImageBuilder AMI distribution setting targetAccountIds
# is not supported by CloudFormation (as of September 2021).
# see https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-imagebuilder-distributionconfiguration.html

# Create a role for the amidistribution lambda function
amidistribution_lambda_role = iam.Role(
    scope=self,
    id=f"amidistributionLambdaRole-{CdkUtils.stack_tag}",
    assumed_by=iam.ServicePrincipal("lambda.amazonaws.com"),
    managed_policies=[
        iam.ManagedPolicy.from_aws_managed_policy_name(
            "service-role/AWSLambdaBasicExecutionRole"
        )
    ]
)
amidistribution_lambda_role.add_to_policy(
    iam.PolicyStatement(
        effect=iam.Effect.ALLOW,
        resources=[ami_share_distribution_config.attr_arn],
        actions=[
            "imagebuilder:UpdateDistributionConfiguration"
        ]
    )
)
amidistribution_lambda_role.add_to_policy(
    iam.PolicyStatement(
        effect=iam.Effect.ALLOW,
        resources=[f"arn:aws:ssm:{core.Aws.REGION}:{core.Aws.ACCOUNT_ID}:parameter/{CdkUtils.stack_tag}-AmiSharing/*"],
        actions=[
                "ssm:GetParameter",
                "ssm:GetParameters",
                "ssm:GetParametersByPath"
        ]
    )
)

# create the lambda that will use boto3 to set the 'targetAccountIds'
# ami distribution setting currently not supported in Cloudformation
ami_distribution_lambda = aws_lambda.Function(
    scope=self,
    id=f"amiDistributionLambda-{CdkUtils.stack_tag}",
    code=aws_lambda.Code.asset("stacks/amishare/resources/amidistribution"),
    handler="ami_distribution.lambda_handler",
    runtime=aws_lambda.Runtime.PYTHON_3_6,
    role=amidistribution_lambda_role
)

# Provider that invokes the ami distribution lambda function
ami_distribution_provider = custom_resources.Provider(
    self, 
    f'AmiDistributionCustomResourceProvider-{CdkUtils.stack_tag}',
    on_event_handler=ami_distribution_lambda
)

# Create a SSM Parameters for AMI Publishing and Sharing Ids
# so as not to hardcode the account id values in the Lambda
ssm_ami_publishing_target_ids = ssm.StringListParameter(
    self, f"AmiPublishingTargetIds-{CdkUtils.stack_tag}",
    parameter_name=f'/{CdkUtils.stack_tag}-AmiSharing/AmiPublishingTargetIds',
    string_list_value=config['imagebuilder']['amiPublishingTargetIds']
)

ssm_ami_sharing_ids = ssm.StringListParameter(
    self, f"AmiSharingAccountIds-{CdkUtils.stack_tag}",
    parameter_name=f'/{CdkUtils.stack_tag}-AmiSharing/AmiSharingAccountIds',
    string_list_value=config['imagebuilder']['amiSharingIds']
)

# The custom resource that uses the ami distribution provider to supply values
ami_distribution_custom_resource = core.CustomResource(
    self, 
    f'AmiDistributionCustomResource-{CdkUtils.stack_tag}',
    service_token=ami_distribution_provider.service_token,
    properties = {
        'CdkStackName': CdkUtils.stack_tag,
        'AwsDistributionRegions': config['imagebuilder']['amiPublishingRegions'],
        'ImageBuilderName': f'AmiDistributionConfig-{CdkUtils.stack_tag}',
        'AmiDistributionName': f"AmiShare-{CdkUtils.stack_tag}" + "-{{ imagebuilder:buildDate }}",
        'AmiDistributionArn': ami_share_distribution_config.attr_arn,
        'PublishingAccountIds': ssm_ami_publishing_target_ids.parameter_name,
        'SharingAccountIds': ssm_ami_sharing_ids.parameter_name
    }
)

ami_distribution_custom_resource.node.add_dependency(ami_share_distribution_config)

# The result obtained from the output of custom resource
ami_distriubtion_arn = core.CustomResource.get_att_string(ami_distribution_custom_resource, attribute_name='AmiDistributionArn')

The ami_distribution.py Lambda function, called by the Custom Resource, is shown below:

##################################################
## EC2 ImageBuilder AMI distribution setting targetAccountIds
## is not supported by CloudFormation (as of September 2021).
## https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-imagebuilder-distributionconfiguration.html
##
## This lambda function uses Boto3 for EC2 ImageBuilder in order 
## to set the AMI distribution settings which are currently missing from 
## CloudFormation - specifically the targetAccountIds attribute
## https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/imagebuilder.html
##################################################

import os
import boto3
import botocore
import json
import logging

def get_ssm_parameter(ssm_param_name: str, aws_ssm_region: str):
    ssm = boto3.client('ssm', region_name=aws_ssm_region)
    parameter = ssm.get_parameter(Name=ssm_param_name, WithDecryption=False)
    return parameter['Parameter']

def get_distributions_configurations(
        aws_distribution_regions, 
        ami_distribution_name,
        publishing_account_ids, 
        sharing_account_ids
    ):

    distribution_configs = []

    for aws_region in aws_distribution_regions:
        distribution_config = {
            'region': aws_region,
            'amiDistributionConfiguration': {
                'name': ami_distribution_name,
                'description': f'AMI Distribution configuration for {ami_distribution_name}',
                'targetAccountIds': publishing_account_ids,
                'amiTags': {
                    'PublishTargets': ",".join(publishing_account_ids),
                    'SharingTargets': ",".join(sharing_account_ids)
                },
                'launchPermission': {
                    'userIds': sharing_account_ids
                }
            }
        }

        distribution_configs.append(distribution_config)

    return distribution_configs

def lambda_handler(event, context):
    # set logging
    logger = logging.getLogger()
    logger.setLevel(logging.DEBUG)
    
    # print the event details
    logger.debug(json.dumps(event, indent=2))

    props = event['ResourceProperties']
    cdk_stack_name = props['CdkStackName']
    aws_region = os.environ['AWS_REGION']
    aws_distribution_regions = props['AwsDistributionRegions']
    imagebuiler_name = props['ImageBuilderName']
    ami_distribution_name = props['AmiDistributionName']
    ami_distribution_arn = props['AmiDistributionArn']
    ssm_publishing_account_ids_param_name = props['PublishingAccountIds']
    ssm_sharing_account_ids_param_name = props['SharingAccountIds']

    publishing_account_ids = get_ssm_parameter(ssm_publishing_account_ids_param_name, aws_region)['Value'].split(",")
    sharing_account_ids = get_ssm_parameter(ssm_sharing_account_ids_param_name, aws_region)['Value'].split(",")

    logger.info(publishing_account_ids)
    logger.info(sharing_account_ids)

    if event['RequestType'] != 'Delete':
        try:
            client = boto3.client('imagebuilder')
            response = client.update_distribution_configuration(
                distributionConfigurationArn=ami_distribution_arn,
                description=f"AMI Distribution settings for: {imagebuiler_name}",
                distributions=get_distributions_configurations(
                    aws_distribution_regions=aws_distribution_regions,
                    ami_distribution_name=ami_distribution_name,
                    publishing_account_ids=publishing_account_ids,
                    sharing_account_ids=sharing_account_ids
                )
            )
        except botocore.exceptions.ClientError as err:
            raise err

    output = {
        'PhysicalResourceId': f"ami-distribution-id-{cdk_stack_name}",
        'Data': {
            'AmiDistributionArn': ami_distribution_arn
        }
    }
    logger.info("Output: " + json.dumps(output))
    return output

The project requires that the AWS account is bootstrapped in order to allow the deployment of the CDK stack.

# navigate to project directory
cd ec2-imagebuilder-ami-share

# install and activate a Python Virtual Environment
python3 -m venv .venv
source .venv/bin/activate

# install dependant libraries
python -m pip install -r requirements.txt

# bootstrap the account to permit CDK deployments
cdk bootstrap

Upon successful completion of cdk bootstrap, the project is ready to be deployed.

Before deploying the project, some configuration parameters need to be be defined in the cdk.json file.

{
  "app": "python3 app.py",
  "context": {
    "@aws-cdk/aws-apigateway:usagePlanKeyOrderInsensitiveId": true,
    "@aws-cdk/core:enableStackNameDuplicates": "true",
    "aws-cdk:enableDiffNoFail": "true",
    "@aws-cdk/core:stackRelativeExports": "true",
    "@aws-cdk/aws-ecr-assets:dockerIgnoreSupport": true,
    "@aws-cdk/aws-secretsmanager:parseOwnedSecretName": true,
    "@aws-cdk/aws-kms:defaultKeyPolicies": true,
    "@aws-cdk/aws-s3:grantWriteWithoutAcl": true,
    "@aws-cdk/aws-ecs-patterns:removeDefaultDesiredCount": true,
    "@aws-cdk/aws-rds:lowercaseDbIdentifier": true,
    "@aws-cdk/aws-efs:defaultEncryptionAtRest": true,
    "@aws-cdk/aws-lambda:recognizeVersionProps": true,
    "@aws-cdk/aws-cloudfront:defaultSecurityPolicyTLSv1.2_2021": true
  },
  "projectSettings": {
    "vpc": {
      "vpc_id": "<<ADD_VPD_ID_HERE>>",
      "subnet_id": "<<ADD_SUBNET_ID_HERE>>"
    },
    "imagebuilder": {
      "baseImageArn": "amazon-linux-2-x86/2021.4.29",
      "ebsVolumeSize": 8,
      "instanceTypes": [
        "t2.medium"
      ],
      "version": "1.0.0",
      "imageBuilderEmailAddress": "[email protected]",
      "extraTags": {
        "imagePipeline": "AMIBuilder"
      },
      "distributionList": [
        "account1",
        "account2"
      ],
      "amiPublishingRegions": [
        "<<ADD_AMI_PUBLISHING_REGION_HERE>>"
      ],
      "amiPublishingTargetIds": [
        "<<ADD_AMI_PUBLISHING_TARGET_ACCOUNT_IDS_HERE>>"
      ],
      "amiSharingIds": [
        "<<ADD_AMI_SHARING_ACCOUNT_IDS_HERE>>"
      ]
    }
  }
}

Add your environment specific values to the cdk.json file as follows:

  • Replace placeholder <<ADD_VPD_ID_HERE>> with your Vpc Id.
  • Replace placeholder <<ADD_SUBNET_ID_HERE>> with your Subnet Id. The subnet you select must be part of the Vpc you defined in the previous step.
  • Replace placeholder <<ADD_AMI_PUBLISHING_REGION_HERE>> with the AWS regions to which you would like to publish the generated AMIs.
  • Replace placeholder <<ADD_AMI_PUBLISHING_TARGET_ACCOUNT_IDS_HERE>> with the AWS account ids to whom you would like to publish the generated AMIs.
  • Replace placeholder <<ADD_AMI_SHARING_ACCOUNT_IDS_HERE>> with the AWS account ids to whom you would like to share the generated AMIs.

With the placeholders replaced in the cdk.json file, the CDK stack can be deployed with the command below.

cdk deploy

Following a successful deployment, verify that two new stacks have been created within the tooling AWS account:

  • CDKToolkit
  • EC2ImageBuilderAmiShare-main

Log into the AWS Console → navigate to the CloudFormation console:

CDK CloudFormation deployment

Verify the distribution settings of EC2 Image Builder.

  1. Log into the AWS Console → navigate to the EC2 Image Builder console.
  2. Click on the pipeline with name ami-share-pipeline-main to open the detailed pipeline view.
  3. Click on the Distribution settings and review the Distribution details.
  4. Confirm that the following values match the parameter values defined in the cdk.json file.
    1. Region
    2. Target accounts for distribution
    3. Accounts with shared permissions

EC2 Image Builder AMI distribution settings

The CDK stack has successfully deployed the EC2 Image Builder and the Target accounts for distribution value has been correctly set through the use of a CustomResource Lambda function.

At this point the pipeline could be Run in order to generate, distribute and share the AMI.

Please note that in order to distribute the generated AMI to other AWS accounts it is necessary to set up cross-account AMI distribution with Image Builder.

Clean up the CDK project

Project clean-up is a 2 step process:

  1. Destroy the CDK stack.
  2. Delete the CDKToolkit stack from CloudFormation.

Delete the stack deployed by CDK with the command below:

cdk destroy

Destroy the CDK stack

Delete the CDKToolkit CloudFormation stack.

  1. Log into the AWS Console → navigate to the CloudFormation console.
  2. Navigate to Stacks.
  3. Select the CDKToolkit.
  4. Click the Delete button.

Executing unit tests

Unit tests for the project can be executed via the command below:

python3 -m venv .venv
source .venv/bin/activate
cdk synth && python -m pytest -v -c ./tests/pytest.ini

Security

See CONTRIBUTING for more information.

License

This library is licensed under the MIT-0 License. See the LICENSE file.

Owner
AWS Samples
AWS Samples
A simple Telegram bot which handles images in whole different way

zeroimagebot thezeroimagebot 🌟 I Can Edit Dimension Of An image which is required by @stickers 🌟 I Can Extract Text From An Image 🌟 !!! New Updates

RAVEEN KUMAR 4 Jul 01, 2021
Search twitter by address.

Twitter Geolocate Twitter Geolocation is a console app that generates twitter search querries for a certain geolocation and opens them in your standar

David J. Kowalk 28 Dec 06, 2022
HASOKI DDOS TOOL- powerful DDoS toolkit for penetration tests

DDoS Attack Panel includes CloudFlare Bypass (UAM, CAPTCHA, GS ,VS ,BFM, etc..) This is open source code. I am not responsible if you use it for malic

Rebyc 1 Dec 02, 2022
Send song lyrics to iMessage users using the Genius lyrics API

pyMessage Send song lyrics to iMessage users using the Genius lyrics API. Setup 1.) Open the main.py file, and add your API key on line 7. 2.) Install

therealkingnull 1 Jan 23, 2022
This is a Telegram video compress bot repo. By Binary Tech💫

This is a Telegram Video Compress Bot. Prouduct By Binary Tech 💫 Features Compresse videos and generate screenshots too.You can set custom video name

silentz lk 2 Jan 06, 2022
PepeSniper is an open-source Discord Nitro auto claimer/redeemer made in python.

PepeSniper is an open-source Discord Nitro auto claimer made in python. It sure as hell is not the fastest sniper out there but it gets the job done in a timely and stable manner. It also supports ho

Unknown User 1 Dec 22, 2021
Bot telegram yang menggemakan pesan apa pun yang Anda kirim atau modifikasi untuk menganonimkan pesan

Bot telegram yang menggemakan pesan apa pun yang Anda kirim atau modifikasi untuk menganonimkan pesan

KEN KAN 2 Oct 21, 2022
Um bot simples para seguir as pessoas

Um bot simples para seguir pessoas no instagram, criado apeanas para testes. Utilizando o framework "Selenium", criei um bot para entrar em uma conta

Mobben 1 Nov 05, 2021
Subtitle Translater

Subtitle Translater

OshadhaVimukthi 2 Nov 29, 2021
A simple Telegram bot that can add caption to any media on your channel

Channel Auto Caption This bot can add a caption for any media/document sent to a channel. Just deploy bot and add bot as admin to a channel. Deploy to

22 Nov 14, 2022
A mass creator for Discord's new channel threads.

discord-thread-flooder A mass creator for Discord's new channel threads. (obv created by https://github.com/imvast) Warning: this may lag ur pc if u h

Vast 6 Nov 04, 2022
tgEasy's Official Assistant Bot and Example Bot

tgEasy Assistant The assistant bot that helps people with tgEasy directly on Telegram. This repository contains the source code of @tgEasyRobot and th

Divide Projects™ 4 Dec 26, 2022
This is a tutorial on how to make a Discord Bot using the discord.py library

HowToMakeADiscordBot This Github repository is here to help you code a Discord Bot using the discord.py library! 1 - Setup: Download the code inside t

Baz 1 Oct 31, 2021
Telegram group manager moderen and simple.

Upin Robot A Advanced Powerful, Smart And Intelligent Group Management Bot With New And Powerful Features ... Written with Pyrogram and Telethon... If

Muhammad Nawawi 3 Dec 23, 2021
A program that generates discord.py code

discord-py-generator A program that generates discord.py code Setup in cmds.txt file add your user id, client id and bot token you can change the bot

3 Dec 15, 2022
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Light Gradient Boosting Machine LightGBM is a gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed a

Microsoft 14.5k Jan 08, 2023
⚔️ Fastest tibia bot API

📝 Description tibia bot api using python ⌨ Development ⚙ Running the app python bot.py ✅ ROADMAP Add confidence to floor level to have more accuracy

Lucas Santos 133 Dec 28, 2022
The Most Simple yet Powerful and Advanced Google Colab Notebook for Zip, Unzip, Tar, UnTar, RaR, UnRaR Files in Google Drive

The Most Simple yet Powerful and Advanced Google Colab Notebook for Zip, Unzip, Tar, UnTar, RaR, UnRaR Files in Google Drive

Dr.Caduceus 15 Aug 16, 2022
A python library for anti-captcha.com

AntiCaptcha A python library for anti-captcha.com Documentation for the API Requirements git Install git clone https://github.com/ShayBox/AntiCaptcha.

Shayne Hartford 3 Dec 16, 2022
Discord group chat leaver.

Discord group chat leaver I know many people who have fallen victim to these weird group chat spammers including me. I made this script to help those

cliphd 3 Feb 27, 2022