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        "description": "<p align=\"center\">\n  <img src=\"https://i.ibb.co/9V7gLNH/halo-plat.png\" alt=\"Halo Serverless\" border=\"0\" height=\"250\" width=\"500\" />\n</p>\n\n# Halo\n\nThe **Halo** Lib is a python based library utilizing [**Serverless**](https://logz.io/blog/serverless-vs-containers/) technology and [**microservices architecture**](http://blog.binaris.com/your-guide-to-migrating-existing-microservices-to-serverless/) \n<p/>Halo provides the following features:\n\n-  Flask development for AWS Lambda & Dynamodb\n-  [correlation id across microservices](https://theburningmonk.com/2017/09/capture-and-forward-correlation-ids-through-different-lambda-event-sources/)\n-  [structured json based logging](https://theburningmonk.com/2018/01/you-need-to-use-structured-logging-with-aws-lambda/)\n-  [sample debug log in production](https://theburningmonk.com/2018/04/you-need-to-sample-debug-logs-in-production/)\n-  [support for microservice transactions with the saga pattern](https://read.acloud.guru/how-the-saga-pattern-manages-failures-with-aws-lambda-and-step-functions-bc8f7129f900)\n-  [using SSM Parameter Store over Lambda env variables](https://hackernoon.com/you-should-use-ssm-parameter-store-over-lambda-env-variables-5197fc6ea45b)\n-  [Serverless Error Handling & trace id for end users](https://aws.amazon.com/blogs/compute/error-handling-patterns-in-amazon-api-gateway-and-aws-lambda/)\n-  [Lambda timeout](https://blog.epsagon.com/best-practices-for-aws-lambda-timeouts) management for [slow HTTP responses](https://theburningmonk.com/2018/01/aws-lambda-use-the-invocation-context-to-better-handle-slow-http-responses/)\n-  [ootb support for Idempotent service invocations (md5)](https://cloudonaut.io/your-lambda-function-might-execute-twice-deal-with-it/)\n\nIf you are building a Python web app running on AWS Lambda (Django or Flask), use this library to manage api transactions:\n\n```\n            sagax = load_saga(\"test\", jsonx, schema)\n            payloads = {\"BookHotel\": {\"abc\": \"def\"}, \"BookFlight\": {\"abc\": \"def\"}, \"BookRental\": {\"abc\": \"def\"},\n                        \"CancelHotel\": {\"abc\": \"def\"}, \"CancelFlight\": {\"abc\": \"def\"}, \"CancelRental\": {\"abc\": \"def\"}}\n            apis = {\"BookHotel\": self.create_api1, \"BookFlight\": self.create_api2, \"BookRental\": self.create_api3,\n                    \"CancelHotel\": self.create_api4, \"CancelFlight\": self.create_api5, \"CancelRental\": self.create_api6}\n            try:\n                self.context = Util.get_lambda_context(request)\n                ret = sagax.execute(self.req_context, payloads, apis)\n                return {\"saga\": \"good\"}, 200\n            except SagaRollBack as e:\n                return {\"saga\": \"bad\"}, 500\n```\n\n\n## License\n\nThis project is licensed under the MIT License\n\n## Acknowledgments\n\n* Yan Cui - https://theburningmonk.com\n* flowpl - https://github.com/flowpl/saga_py",
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