From 510469eaf06fe00a0bbe8a0b02dd398220970ace Mon Sep 17 00:00:00 2001 From: vincent Date: Fri, 29 Jan 2021 16:29:57 +0100 Subject: [PATCH 1/3] fix dependencies + update example in readme --- README.md | 74 +- .../data_pipeline_simple/datajob_stack.py | 5 - poetry.lock | 2289 ++++++++--------- pyproject.toml | 8 +- 4 files changed, 1178 insertions(+), 1198 deletions(-) diff --git a/README.md b/README.md index c75c0d9..b759cce 100644 --- a/README.md +++ b/README.md @@ -34,45 +34,41 @@ See the full code of the example [here](https://github.com/vincentclaes/datajob/ The definition of our pipeline can be found in `examples/data_pipeline_simple/datajob_stack.py`, and here below: - from datajob.datajob_stack import DataJobStack - from datajob.glue.glue_job import GlueJob - from datajob.stepfunctions.stepfunctions_workflow import StepfunctionsWorkflow - - - # the datajob_stack is the instance that will result in a cloudformation stack. - # we inject the datajob_stack object through all the resources that we want to add. - - with DataJobStack(stack_name="data-pipeline-simple") as datajob_stack: - - # here we define 3 glue jobs with the datajob_stack object, - # a name and the relative path to the source code. - - task1 = GlueJob( - datajob_stack=datajob_stack, - name="task1", - path_to_glue_job="data_pipeline_simple/task1.py", - ) - task2 = GlueJob( - datajob_stack=datajob_stack, - name="task2", - path_to_glue_job="data_pipeline_simple/task2.py", - ) - task3 = GlueJob( - datajob_stack=datajob_stack, - name="task3", - path_to_glue_job="data_pipeline_simple/task3.py", - ) - - # we instantiate a step functions workflow and add the sources - # we want to orchestrate. We got the orchestration idea from - # airflow where we use a list to run tasks in parallel - # and we use bit operator '>>' to chain the tasks in our workflow. - - with StepfunctionsWorkflow( - datajob_stack=datajob_stack, - name="data-pipeline-simple", - ) as sfn: - [task1, task2] >> task3 +from datajob.datajob_stack import DataJobStack +from datajob.glue.glue_job import GlueJob +from datajob.stepfunctions.stepfunctions_workflow import StepfunctionsWorkflow + + +# the datajob_stack is the instance that will result in a cloudformation stack. +# we inject the datajob_stack object through all the resources that we want to add. +with DataJobStack(stack_name="data-pipeline-simple") as datajob_stack: + + # here we define 3 glue jobs with the datajob_stack object, + # a name and the relative path to the source code. + task1 = GlueJob( + datajob_stack=datajob_stack, + name="task1", + job_path="data_pipeline_simple/task1.py", + ) + task2 = GlueJob( + datajob_stack=datajob_stack, + name="task2", + job_path="data_pipeline_simple/task2.py", + ) + task3 = GlueJob( + datajob_stack=datajob_stack, + name="task3", + job_path="data_pipeline_simple/task3.py", + ) + + # we instantiate a step functions workflow and add the sources + # we want to orchestrate. We got the orchestration idea from + # airflow where we use a list to run tasks in parallel + # and we use bit operator '>>' to chain the tasks in our workflow. + with StepfunctionsWorkflow( + datajob_stack=datajob_stack, name="data-pipeline-simple" + ) as sfn: + [task1, task2] >> task3 ## Deploy, Run and Destroy diff --git a/examples/data_pipeline_simple/datajob_stack.py b/examples/data_pipeline_simple/datajob_stack.py index 7edd179..ccdbaec 100644 --- a/examples/data_pipeline_simple/datajob_stack.py +++ b/examples/data_pipeline_simple/datajob_stack.py @@ -33,8 +33,3 @@ datajob_stack=datajob_stack, name="data-pipeline-simple" ) as sfn: [task1, task2] >> task3 - -# to package and deploy this stack execute -# cdk deploy --app "python datajob_stack.py" -c stage=dev -# or use the datajob cli -# datajob deploy --stage dev --config datajob_stack.py diff --git a/poetry.lock b/poetry.lock index 129529b..26eccea 100644 --- a/poetry.lock +++ b/poetry.lock @@ -53,2421 +53,2417 @@ tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (> [[package]] name = "aws-cdk.alexa-ask" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for Alexa::ASK" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.assets" -version = "1.86.0" +version = "1.87.1" description = "This module is deprecated. All types are now available under the core module" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" -"aws-cdk.cx-api" = "1.86.0" +"aws-cdk.core" = "1.87.1" +"aws-cdk.cx-api" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-accessanalyzer" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::AccessAnalyzer" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-acmpca" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::ACMPCA" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" constructs = 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Construct Library for AWS::AppConfig" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-appflow" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::AppFlow" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-applicationautoscaling" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::ApplicationAutoScaling" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.aws-autoscaling-common" = "1.86.0" -"aws-cdk.aws-cloudwatch" = "1.86.0" -"aws-cdk.aws-iam" = "1.86.0" -"aws-cdk.core" = "1.86.0" 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publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-chatbot" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::Chatbot" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.aws-cloudwatch" = "1.86.0" -"aws-cdk.aws-iam" = "1.86.0" -"aws-cdk.aws-logs" = "1.86.0" -"aws-cdk.aws-sns" = "1.86.0" -"aws-cdk.core" = "1.86.0" +"aws-cdk.aws-cloudwatch" = "1.87.1" +"aws-cdk.aws-iam" = "1.87.1" +"aws-cdk.aws-logs" = "1.87.1" +"aws-cdk.aws-sns" = "1.87.1" +"aws-cdk.core" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-cloud9" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::Cloud9" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.aws-codecommit" = "1.86.0" -"aws-cdk.aws-ec2" = "1.86.0" -"aws-cdk.core" = "1.86.0" +"aws-cdk.aws-codecommit" = "1.87.1" 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">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-codedeploy" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::CodeDeploy" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.aws-autoscaling" = "1.86.0" -"aws-cdk.aws-cloudwatch" = "1.86.0" -"aws-cdk.aws-ec2" = "1.86.0" -"aws-cdk.aws-elasticloadbalancing" = "1.86.0" -"aws-cdk.aws-elasticloadbalancingv2" = "1.86.0" -"aws-cdk.aws-iam" = "1.86.0" -"aws-cdk.aws-lambda" = "1.86.0" -"aws-cdk.aws-s3" = "1.86.0" -"aws-cdk.core" = "1.86.0" -"aws-cdk.custom-resources" = "1.86.0" +"aws-cdk.aws-autoscaling" = "1.87.1" +"aws-cdk.aws-cloudwatch" = "1.87.1" +"aws-cdk.aws-ec2" = "1.87.1" +"aws-cdk.aws-elasticloadbalancing" = "1.87.1" +"aws-cdk.aws-elasticloadbalancingv2" = "1.87.1" +"aws-cdk.aws-iam" = "1.87.1" +"aws-cdk.aws-lambda" = "1.87.1" +"aws-cdk.aws-s3" = "1.87.1" +"aws-cdk.core" = "1.87.1" +"aws-cdk.custom-resources" = "1.87.1" constructs 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[package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-wafv2" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::WAFv2" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.aws-workspaces" -version = "1.86.0" +version = "1.87.1" description = "The CDK Construct Library for AWS::WorkSpaces" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.core" = "1.86.0" +"aws-cdk.core" = "1.87.1" constructs = ">=3.2.0,<4.0.0" jsii = ">=1.15.0,<2.0.0" publication = ">=0.0.3" [[package]] name = "aws-cdk.cloud-assembly-schema" -version = "1.86.0" +version = "1.87.1" description = "Cloud Assembly Schema" category = "main" optional = false @@ -2479,243 +2475,243 @@ publication = ">=0.0.3" [[package]] name = "aws-cdk.cloudformation-include" -version = "1.86.0" +version = "1.87.1" description = "A package that facilitates working with existing CloudFormation templates in the CDK" category = "main" optional = false python-versions = ">=3.6" [package.dependencies] -"aws-cdk.alexa-ask" = "1.86.0" -"aws-cdk.aws-accessanalyzer" = "1.86.0" -"aws-cdk.aws-acmpca" = "1.86.0" -"aws-cdk.aws-amazonmq" = "1.86.0" -"aws-cdk.aws-amplify" = "1.86.0" -"aws-cdk.aws-apigateway" = "1.86.0" -"aws-cdk.aws-apigatewayv2" = "1.86.0" -"aws-cdk.aws-appconfig" = "1.86.0" -"aws-cdk.aws-appflow" = "1.86.0" -"aws-cdk.aws-applicationautoscaling" = "1.86.0" -"aws-cdk.aws-applicationinsights" = "1.86.0" -"aws-cdk.aws-appmesh" = "1.86.0" -"aws-cdk.aws-appstream" = "1.86.0" -"aws-cdk.aws-appsync" = "1.86.0" -"aws-cdk.aws-athena" = "1.86.0" -"aws-cdk.aws-auditmanager" = "1.86.0" -"aws-cdk.aws-autoscaling" = "1.86.0" -"aws-cdk.aws-autoscalingplans" = "1.86.0" -"aws-cdk.aws-backup" = "1.86.0" -"aws-cdk.aws-batch" = "1.86.0" -"aws-cdk.aws-budgets" = "1.86.0" -"aws-cdk.aws-cassandra" = "1.86.0" -"aws-cdk.aws-ce" = "1.86.0" -"aws-cdk.aws-certificatemanager" = "1.86.0" -"aws-cdk.aws-chatbot" = "1.86.0" -"aws-cdk.aws-cloud9" = "1.86.0" -"aws-cdk.aws-cloudfront" = "1.86.0" -"aws-cdk.aws-cloudtrail" = "1.86.0" -"aws-cdk.aws-cloudwatch" = "1.86.0" -"aws-cdk.aws-codeartifact" = "1.86.0" -"aws-cdk.aws-codebuild" = "1.86.0" -"aws-cdk.aws-codecommit" = "1.86.0" -"aws-cdk.aws-codedeploy" = "1.86.0" -"aws-cdk.aws-codeguruprofiler" = "1.86.0" -"aws-cdk.aws-codegurureviewer" = "1.86.0" -"aws-cdk.aws-codepipeline" = "1.86.0" -"aws-cdk.aws-codestar" = "1.86.0" -"aws-cdk.aws-codestarconnections" = "1.86.0" -"aws-cdk.aws-codestarnotifications" = "1.86.0" -"aws-cdk.aws-cognito" = "1.86.0" -"aws-cdk.aws-config" = "1.86.0" -"aws-cdk.aws-databrew" = "1.86.0" -"aws-cdk.aws-datapipeline" = "1.86.0" -"aws-cdk.aws-datasync" = "1.86.0" -"aws-cdk.aws-dax" = "1.86.0" -"aws-cdk.aws-detective" = "1.86.0" -"aws-cdk.aws-devopsguru" = "1.86.0" -"aws-cdk.aws-directoryservice" = "1.86.0" -"aws-cdk.aws-dlm" = "1.86.0" -"aws-cdk.aws-dms" = "1.86.0" -"aws-cdk.aws-docdb" = "1.86.0" -"aws-cdk.aws-dynamodb" = "1.86.0" -"aws-cdk.aws-ec2" = "1.86.0" -"aws-cdk.aws-ecr" = "1.86.0" -"aws-cdk.aws-ecs" = "1.86.0" -"aws-cdk.aws-efs" = "1.86.0" -"aws-cdk.aws-eks" = "1.86.0" -"aws-cdk.aws-elasticache" = "1.86.0" -"aws-cdk.aws-elasticbeanstalk" = "1.86.0" -"aws-cdk.aws-elasticloadbalancing" = "1.86.0" -"aws-cdk.aws-elasticloadbalancingv2" = "1.86.0" -"aws-cdk.aws-elasticsearch" = "1.86.0" -"aws-cdk.aws-emr" = "1.86.0" -"aws-cdk.aws-emrcontainers" = "1.86.0" -"aws-cdk.aws-events" = "1.86.0" -"aws-cdk.aws-eventschemas" = "1.86.0" -"aws-cdk.aws-fms" = "1.86.0" -"aws-cdk.aws-fsx" = "1.86.0" -"aws-cdk.aws-gamelift" = "1.86.0" -"aws-cdk.aws-globalaccelerator" = "1.86.0" -"aws-cdk.aws-glue" = "1.86.0" -"aws-cdk.aws-greengrass" = "1.86.0" -"aws-cdk.aws-greengrassv2" = "1.86.0" -"aws-cdk.aws-guardduty" = "1.86.0" -"aws-cdk.aws-iam" = "1.86.0" -"aws-cdk.aws-imagebuilder" = "1.86.0" -"aws-cdk.aws-inspector" = "1.86.0" -"aws-cdk.aws-iot" = "1.86.0" -"aws-cdk.aws-iot1click" = "1.86.0" -"aws-cdk.aws-iotanalytics" = "1.86.0" -"aws-cdk.aws-iotevents" = "1.86.0" -"aws-cdk.aws-iotsitewise" = "1.86.0" -"aws-cdk.aws-iotthingsgraph" = "1.86.0" -"aws-cdk.aws-iotwireless" = "1.86.0" -"aws-cdk.aws-ivs" = "1.86.0" -"aws-cdk.aws-kendra" = "1.86.0" -"aws-cdk.aws-kinesis" = "1.86.0" -"aws-cdk.aws-kinesisanalytics" = "1.86.0" -"aws-cdk.aws-kinesisfirehose" = "1.86.0" -"aws-cdk.aws-kms" = "1.86.0" -"aws-cdk.aws-lakeformation" = "1.86.0" -"aws-cdk.aws-lambda" = "1.86.0" -"aws-cdk.aws-licensemanager" = "1.86.0" -"aws-cdk.aws-logs" = "1.86.0" -"aws-cdk.aws-macie" = "1.86.0" -"aws-cdk.aws-managedblockchain" = "1.86.0" -"aws-cdk.aws-mediaconnect" = "1.86.0" -"aws-cdk.aws-mediaconvert" = "1.86.0" -"aws-cdk.aws-medialive" = "1.86.0" -"aws-cdk.aws-mediapackage" = "1.86.0" -"aws-cdk.aws-mediastore" = "1.86.0" -"aws-cdk.aws-msk" = "1.86.0" -"aws-cdk.aws-mwaa" = "1.86.0" -"aws-cdk.aws-neptune" = "1.86.0" -"aws-cdk.aws-networkfirewall" = "1.86.0" -"aws-cdk.aws-networkmanager" = "1.86.0" -"aws-cdk.aws-opsworks" = "1.86.0" -"aws-cdk.aws-opsworkscm" = "1.86.0" -"aws-cdk.aws-pinpoint" = "1.86.0" -"aws-cdk.aws-pinpointemail" = "1.86.0" -"aws-cdk.aws-qldb" = "1.86.0" -"aws-cdk.aws-quicksight" = "1.86.0" -"aws-cdk.aws-ram" = "1.86.0" -"aws-cdk.aws-rds" = "1.86.0" -"aws-cdk.aws-redshift" = "1.86.0" -"aws-cdk.aws-resourcegroups" = "1.86.0" -"aws-cdk.aws-robomaker" = "1.86.0" -"aws-cdk.aws-route53" = "1.86.0" -"aws-cdk.aws-route53resolver" = "1.86.0" -"aws-cdk.aws-s3" = "1.86.0" -"aws-cdk.aws-sagemaker" = "1.86.0" -"aws-cdk.aws-sam" = "1.86.0" -"aws-cdk.aws-sdb" = "1.86.0" -"aws-cdk.aws-secretsmanager" = "1.86.0" -"aws-cdk.aws-securityhub" = "1.86.0" -"aws-cdk.aws-servicecatalog" = "1.86.0" -"aws-cdk.aws-servicecatalogappregistry" = "1.86.0" -"aws-cdk.aws-servicediscovery" = "1.86.0" -"aws-cdk.aws-ses" = "1.86.0" -"aws-cdk.aws-signer" = "1.86.0" -"aws-cdk.aws-sns" = "1.86.0" -"aws-cdk.aws-sqs" = "1.86.0" -"aws-cdk.aws-ssm" = "1.86.0" -"aws-cdk.aws-sso" = "1.86.0" -"aws-cdk.aws-stepfunctions" = "1.86.0" -"aws-cdk.aws-synthetics" = "1.86.0" -"aws-cdk.aws-timestream" = "1.86.0" -"aws-cdk.aws-transfer" = "1.86.0" -"aws-cdk.aws-waf" = "1.86.0" -"aws-cdk.aws-wafregional" = "1.86.0" -"aws-cdk.aws-wafv2" = "1.86.0" -"aws-cdk.aws-workspaces" = "1.86.0" -"aws-cdk.core" = "1.86.0" -"aws-cdk.yaml-cfn" = "1.86.0" +"aws-cdk.alexa-ask" = "1.87.1" +"aws-cdk.aws-accessanalyzer" = "1.87.1" +"aws-cdk.aws-acmpca" = "1.87.1" +"aws-cdk.aws-amazonmq" = "1.87.1" +"aws-cdk.aws-amplify" = "1.87.1" +"aws-cdk.aws-apigateway" = "1.87.1" +"aws-cdk.aws-apigatewayv2" = "1.87.1" +"aws-cdk.aws-appconfig" = "1.87.1" +"aws-cdk.aws-appflow" = "1.87.1" +"aws-cdk.aws-applicationautoscaling" = "1.87.1" +"aws-cdk.aws-applicationinsights" = "1.87.1" +"aws-cdk.aws-appmesh" = "1.87.1" +"aws-cdk.aws-appstream" = "1.87.1" +"aws-cdk.aws-appsync" = "1.87.1" +"aws-cdk.aws-athena" = "1.87.1" +"aws-cdk.aws-auditmanager" = "1.87.1" +"aws-cdk.aws-autoscaling" = "1.87.1" +"aws-cdk.aws-autoscalingplans" = "1.87.1" +"aws-cdk.aws-backup" = "1.87.1" +"aws-cdk.aws-batch" = "1.87.1" +"aws-cdk.aws-budgets" = "1.87.1" +"aws-cdk.aws-cassandra" = "1.87.1" +"aws-cdk.aws-ce" = "1.87.1" +"aws-cdk.aws-certificatemanager" = "1.87.1" +"aws-cdk.aws-chatbot" = "1.87.1" +"aws-cdk.aws-cloud9" = "1.87.1" +"aws-cdk.aws-cloudfront" = "1.87.1" +"aws-cdk.aws-cloudtrail" = "1.87.1" +"aws-cdk.aws-cloudwatch" = "1.87.1" +"aws-cdk.aws-codeartifact" = "1.87.1" +"aws-cdk.aws-codebuild" = "1.87.1" +"aws-cdk.aws-codecommit" = "1.87.1" +"aws-cdk.aws-codedeploy" = "1.87.1" +"aws-cdk.aws-codeguruprofiler" = "1.87.1" +"aws-cdk.aws-codegurureviewer" = "1.87.1" +"aws-cdk.aws-codepipeline" = "1.87.1" +"aws-cdk.aws-codestar" = "1.87.1" +"aws-cdk.aws-codestarconnections" = "1.87.1" +"aws-cdk.aws-codestarnotifications" = "1.87.1" +"aws-cdk.aws-cognito" = "1.87.1" +"aws-cdk.aws-config" = "1.87.1" +"aws-cdk.aws-databrew" = "1.87.1" +"aws-cdk.aws-datapipeline" = "1.87.1" +"aws-cdk.aws-datasync" = "1.87.1" +"aws-cdk.aws-dax" = "1.87.1" +"aws-cdk.aws-detective" = "1.87.1" +"aws-cdk.aws-devopsguru" = "1.87.1" +"aws-cdk.aws-directoryservice" = "1.87.1" +"aws-cdk.aws-dlm" = "1.87.1" +"aws-cdk.aws-dms" = "1.87.1" +"aws-cdk.aws-docdb" = "1.87.1" +"aws-cdk.aws-dynamodb" = "1.87.1" +"aws-cdk.aws-ec2" = "1.87.1" +"aws-cdk.aws-ecr" = "1.87.1" +"aws-cdk.aws-ecs" = "1.87.1" +"aws-cdk.aws-efs" = "1.87.1" +"aws-cdk.aws-eks" = "1.87.1" +"aws-cdk.aws-elasticache" = "1.87.1" +"aws-cdk.aws-elasticbeanstalk" = "1.87.1" +"aws-cdk.aws-elasticloadbalancing" = "1.87.1" +"aws-cdk.aws-elasticloadbalancingv2" = "1.87.1" +"aws-cdk.aws-elasticsearch" = "1.87.1" +"aws-cdk.aws-emr" = "1.87.1" +"aws-cdk.aws-emrcontainers" = "1.87.1" +"aws-cdk.aws-events" = "1.87.1" +"aws-cdk.aws-eventschemas" = "1.87.1" +"aws-cdk.aws-fms" = "1.87.1" +"aws-cdk.aws-fsx" = "1.87.1" +"aws-cdk.aws-gamelift" = "1.87.1" +"aws-cdk.aws-globalaccelerator" = "1.87.1" +"aws-cdk.aws-glue" = "1.87.1" +"aws-cdk.aws-greengrass" = "1.87.1" +"aws-cdk.aws-greengrassv2" = "1.87.1" +"aws-cdk.aws-guardduty" = "1.87.1" +"aws-cdk.aws-iam" = "1.87.1" +"aws-cdk.aws-imagebuilder" = "1.87.1" +"aws-cdk.aws-inspector" = "1.87.1" +"aws-cdk.aws-iot" = "1.87.1" +"aws-cdk.aws-iot1click" = "1.87.1" +"aws-cdk.aws-iotanalytics" = "1.87.1" +"aws-cdk.aws-iotevents" = "1.87.1" +"aws-cdk.aws-iotsitewise" = "1.87.1" +"aws-cdk.aws-iotthingsgraph" = "1.87.1" +"aws-cdk.aws-iotwireless" = "1.87.1" +"aws-cdk.aws-ivs" = "1.87.1" +"aws-cdk.aws-kendra" = "1.87.1" +"aws-cdk.aws-kinesis" = "1.87.1" +"aws-cdk.aws-kinesisanalytics" = "1.87.1" +"aws-cdk.aws-kinesisfirehose" = "1.87.1" +"aws-cdk.aws-kms" = "1.87.1" +"aws-cdk.aws-lakeformation" = "1.87.1" +"aws-cdk.aws-lambda" = "1.87.1" +"aws-cdk.aws-licensemanager" = "1.87.1" +"aws-cdk.aws-logs" = "1.87.1" +"aws-cdk.aws-macie" = "1.87.1" +"aws-cdk.aws-managedblockchain" = "1.87.1" +"aws-cdk.aws-mediaconnect" = "1.87.1" +"aws-cdk.aws-mediaconvert" = "1.87.1" +"aws-cdk.aws-medialive" = "1.87.1" +"aws-cdk.aws-mediapackage" = "1.87.1" +"aws-cdk.aws-mediastore" = "1.87.1" +"aws-cdk.aws-msk" = "1.87.1" +"aws-cdk.aws-mwaa" = "1.87.1" +"aws-cdk.aws-neptune" = "1.87.1" +"aws-cdk.aws-networkfirewall" = "1.87.1" +"aws-cdk.aws-networkmanager" = "1.87.1" +"aws-cdk.aws-opsworks" = "1.87.1" +"aws-cdk.aws-opsworkscm" = "1.87.1" +"aws-cdk.aws-pinpoint" = "1.87.1" +"aws-cdk.aws-pinpointemail" = "1.87.1" +"aws-cdk.aws-qldb" = "1.87.1" +"aws-cdk.aws-quicksight" = "1.87.1" +"aws-cdk.aws-ram" = "1.87.1" +"aws-cdk.aws-rds" = "1.87.1" +"aws-cdk.aws-redshift" = "1.87.1" +"aws-cdk.aws-resourcegroups" = "1.87.1" +"aws-cdk.aws-robomaker" = "1.87.1" +"aws-cdk.aws-route53" = "1.87.1" +"aws-cdk.aws-route53resolver" = "1.87.1" 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+++ b/README.md @@ -26,52 +26,51 @@ Ideas to be implemented can be found [below](#ideas) pip install datajob npm install -g aws-cdk -# Example - -See the full code of the example [here](https://github.com/vincentclaes/datajob/tree/main/examples/data_pipeline_simple) +# Quickstart +## Configure the pipeline **We have 3 scripts that we want to orchestrate sequentially and in parallel on AWS using Glue and Step Functions**. + from datajob.datajob_stack import DataJobStack + from datajob.glue.glue_job import GlueJob + from datajob.stepfunctions.stepfunctions_workflow import StepfunctionsWorkflow + + + # the datajob_stack is the instance that will result in a cloudformation stack. + # we inject the datajob_stack object through all the resources that we want to add. + with DataJobStack(stack_name="data-pipeline-simple") as datajob_stack: + + # here we define 3 glue jobs with the datajob_stack object, + # a name and the relative path to the source code. + task1 = GlueJob( + datajob_stack=datajob_stack, + name="task1", + job_path="data_pipeline_simple/task1.py", + ) + task2 = GlueJob( + datajob_stack=datajob_stack, + name="task2", + job_path="data_pipeline_simple/task2.py", + ) + task3 = GlueJob( + datajob_stack=datajob_stack, + name="task3", + job_path="data_pipeline_simple/task3.py", + ) + + # we instantiate a step functions workflow and add the sources + # we want to orchestrate. We got the orchestration idea from + # airflow where we use a list to run tasks in parallel + # and we use bit operator '>>' to chain the tasks in our workflow. + with StepfunctionsWorkflow( + datajob_stack=datajob_stack, name="data-pipeline-simple" + ) as sfn: + [task1, task2] >> task3 + The definition of our pipeline can be found in `examples/data_pipeline_simple/datajob_stack.py`, and here below: -from datajob.datajob_stack import DataJobStack -from datajob.glue.glue_job import GlueJob -from datajob.stepfunctions.stepfunctions_workflow import StepfunctionsWorkflow - - -# the datajob_stack is the instance that will result in a cloudformation stack. -# we inject the datajob_stack object through all the resources that we want to add. -with DataJobStack(stack_name="data-pipeline-simple") as datajob_stack: - - # here we define 3 glue jobs with the datajob_stack object, - # a name and the relative path to the source code. - task1 = GlueJob( - datajob_stack=datajob_stack, - name="task1", - job_path="data_pipeline_simple/task1.py", - ) - task2 = GlueJob( - datajob_stack=datajob_stack, - name="task2", - job_path="data_pipeline_simple/task2.py", - ) - task3 = GlueJob( - datajob_stack=datajob_stack, - name="task3", - job_path="data_pipeline_simple/task3.py", - ) - - # we instantiate a step functions workflow and add the sources - # we want to orchestrate. We got the orchestration idea from - # airflow where we use a list to run tasks in parallel - # and we use bit operator '>>' to chain the tasks in our workflow. - with StepfunctionsWorkflow( - datajob_stack=datajob_stack, name="data-pipeline-simple" - ) as sfn: - [task1, task2] >> task3 - - -## Deploy, Run and Destroy + +## Deploy Set the aws account number and the profile that contains your aws credentials (`~/.aws/credentials`) as environment variables: @@ -83,14 +82,19 @@ Point to the configuration of the pipeline using `--config` and deploy cd examples/data_pipeline_simple datajob deploy --config datajob_stack.py +# Run After running the `deploy` command, the code of the 3 tasks are deployed to a glue job and the glue jobs are orchestrated using step functions. Go to the AWS console to the step functions service, look for `data-pipeline-simple` and click on "Start execution" ![DataPipelineSimple](assets/data-pipeline-simple.png) -Follow up on the progress. Once the pipeline is finished you can pull down the pipeline by using the command: +Follow up on the progress. + +# Destroy - datajob destroy --stage dev --config datajob_stack.py +Once the pipeline is finished you can pull down the pipeline by using the command: + + datajob destroy --config datajob_stack.py As simple as that! @@ -99,10 +103,6 @@ As simple as that! > datajob cli prints out the commands it uses in the back to build the pipeline. > If you want, you can use those. - cd examples/data_pipeline_simple - cdk deploy --app "python datajob_stack.py" -c stage=dev - cdk destroy --app "python datajob_stack.py" -c stage=dev - # Ideas Any suggestions can be shared by starting a [discussion](https://github.com/vincentclaes/datajob/discussions) @@ -122,4 +122,5 @@ These are the ideas, we find interesting to implement; - create sagemaker model - create sagemaker endpoint - expose sagemaker endpoint to the internet by levering lambda + api gateway + - create a serverless UI that follows up on the different pipelines deployed on possibly different AWS accounts using Datajob From e7f16ed87e6edfa5cd847e7be73ec9557192a02c Mon Sep 17 00:00:00 2001 From: vincent Date: Fri, 29 Jan 2021 16:43:54 +0100 Subject: [PATCH 3/3] update readme --- README.md | 15 ++++----------- 1 file changed, 4 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index 6d47d64..e824cd4 100644 --- a/README.md +++ b/README.md @@ -1,21 +1,14 @@ # Datajob -> Datajob is an MVP. Do not use this in production.
-> [Feedback](https://github.com/vincentclaes/datajob/discussions) is much appreciated! - -### Build and deploy a serverless data pipeline with no effort on AWS. - -- Datajob uses exclusively serverless services. -- There is no custom or managed application needed to deploy and run your data pipeline on AWS! -- The main dependencies are [AWS CDK](https://github.com/aws/aws-cdk) and [Step Functions SDK for data science](https://github.com/aws/aws-step-functions-data-science-sdk-python) - -Currently implemented: +#### Build and deploy a serverless data pipeline with no effort on AWS. - Deploy your code to a glue job. - Package your project and make it available for your glue jobs. - Orchestrate your pipeline using stepfunctions as simple as `task1 >> [task2,task3] >> task4` -Ideas to be implemented can be found [below](#ideas) +> The main dependencies are [AWS CDK](https://github.com/aws/aws-cdk) and [Step Functions SDK for data science](https://github.com/aws/aws-step-functions-data-science-sdk-python)
+> Ideas to be implemented can be found [below](#ideas)
+> [Feedback](https://github.com/vincentclaes/datajob/discussions) is much appreciated! # Installation