{
    "info": {
        "author": "Greg Leclercq",
        "author_email": "tech@botify.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 2 - Pre-Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
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        "description": "Simpleflow\n==========\n\n<p class=badges>\n[![Pypi Status](https://badge.fury.io/py/simpleflow.png)](http://badge.fury.io/py/simpleflow) [![Build Status](https://travis-ci.org/botify-labs/simpleflow.svg?branch=master)](https://travis-ci.org/botify-labs/simpleflow)\n</p>\n\nSimpleflow is a Python library that provides abstractions to write programs in\nthe [distributed dataflow paradigm](https://en.wikipedia.org/wiki/Distributed_data_flow).\nIt coordinates the execution of distributed tasks with [Amazon SWF](https://aws.amazon.com/swf/).\n\nIt relies on *futures* to describe the dependencies between tasks. A `Future` object\nmodels the asynchronous execution of a computation that may end.  It tries to mimic\nthe interface of the Python [concurrent.futures](http://docs.python.org/3/library/concurrent.futures) library.\n\n\nFeatures\n--------\n\n- Provides a `Future` abstraction to define dependencies between tasks.\n- Define asynchronous tasks from callables.\n- Handle workflows with Amazon SWF.\n- Implement replay behavior like the Amazon Flow framework.\n- Handle retry of tasks that failed.\n- Automatically register decorated tasks.\n- Encodes/decodes large fields to S3 objects transparently (aka \"jumbo fields\").\n- Handle the completion of a decision with more than 100 tasks.\n- Provides a local executor to check a workflow without Amazon SWF (see\n  `simpleflow --local` command).\n- Provides decider and activity worker process for execution with Amazon SWF.\n- Ships with the `simpleflow` command. `simpleflow --help` for more information\n  about the commands it supports.\n\nYou can read more in the **Features** section of the documentation.\n\n\nOverview\n--------\n\nPlease read and even run the `demo` script to have a quick glance of\n`simpleflow` commands. To run the `demo`  you will need to start decider\nand activity worker processes.\n\nStart a decider with::\n\n    $ simpleflow decider.start --domain TestDomain --task-list test examples.basic.BasicWorkflow\n\nStart an activity worker with::\n\n    $ simpleflow worker.start --domain TestDomain --task-list quickstart\n\nThen execute `./extras/demo`.\n\n\nMore informations\n-----------------\n\nRead the main documentation at https://botify-labs.github.io/simpleflow/.\n\n\nChangelog\n=========\n\n0.21.13\n-------\n\n\n\n0.21.12\n-------\n\n- Update subprocess32 to 3.5.x (#366)\n\n0.21.11\n-------\n\n- task/340/remote-syslog-support (#345)\n\n0.21.10\n-------\n\n- task/DATA-7023/local_executor_run_id (#362)\n- Enhancement 364: add ChildWorkflowTask class (#365)\n- canvas: support WorkflowTask in the Group() canvas (#360)\n\n0.21.9\n------\n\n- Prune worker process tree. (#355)\n\n0.21.8\n------\n\n- swf: WorkflowTask: add the possibility to use a custom task list (#356)\n- tests/moto_compat.py: new file (#358)\n- Add BOTO_CONFIG=/dev/null to scripts/test (#357)\n- spelling fix, failuer->failure (#353)\n\n0.21.7\n------\n\n- Fix reading requirements-dev.txt again (#352)\n\n0.21.6\n------\n\n- Fix reading requirements-dev.txt :roll_eyes: (#351)\n\n0.21.5\n------\n\n- Remove explicit handling of AWS credentials from env vars. (#347)\n- Enhancement: use moto 1.x (#349)\n- Add optional S3 server-side encryption (#350)\n\n0.21.4\n------\n\n\n\n0.21.3\n------\n\n- Don't try creating ActivityType's multiple times (#342)\n\n0.21.2\n------\n\n\n\n0.21.1\n------\n\n- simpleflow.execute.python: handle huge args (#339)\n\n0.21.0\n------\n\n- Feature: custom logic on retry (#332)\n\n0.20.8\n------\n\n- Expose simpleflow.utils.serialize_complex_object() function (#336)\n\n0.20.7\n------\n\n- Feature: raises_on_failure and retry on workflow (#334)\n\n0.20.6\n------\n\n- Improve tests and fix jumbo fields decoding on failure (#330)\n- Remove future.standard_library.install_aliases() (#329)\n\n0.20.5\n------\n\n- Add 'simpleflow binaries.download' command\n\n0.20.4\n------\n\n- Fail activity task on k8s job spawning failure (#328)\n\n0.20.3\n------\n\n- Small settings improvements (#323)\n\n0.20.2\n------\n\n- add meta to metrology, upload stats only at the end of a task (#324)\n\n0.20.1\n------\n\n- inject context into python subprocess (#322)\n\n0.20.0\n------\n\n- Feature/318/simpleflow download binary (#321)\n\n0.19.2\n------\n\n- Slow jumbo cache fixes (#320)\n\n0.19.1\n------\n\n\n\n0.19.0\n------\n\n- Kubernetes integration (#313)\n\n0.18.15\n-------\n\n- Bugfix: propagate signal (#312)\n- Enhancement: inherit tag list (#314)\n- * blank SWF decision execution context when needed\n* rename ambiguous \"execution_context\" to \"run_context\" (#310)\n\n0.18.14\n-------\n\n- Update the link to the documentation (#306)\n- Fork on each decision task to protect against memory leaks (#200) (#308)\n- Don't truncate too long fields, raise instead (closes #307) (#309)\n\n0.18.13\n-------\n\n- Fix diskcache OperationalError (#303)\n\n0.18.12\n-------\n\n- Enhancement: save waiting_signals in the execution context (#300)\n- Mark flaky tests as expected to fail (#301)\n\n0.18.11\n-------\n\n- Allow Workflow instances in Group (#299)\n\n0.18.10\n-------\n\n- Don't raise when ThrottlingException occur on RecordActivityTaskHeartbeat endpoint (#297)\n\n0.18.9\n------\n\n- Fix activity.rerun not working with class based tasks (#289)\n- Add a new option (and parameter) --kill-children (#292)\n\n0.18.8\n------\n\n- Move workers cleanup/start outside SIGCHLD handler (#290)\n\n0.18.7\n------\n\n- Fix MANIFEST.in so README.md is included in final package\n\n0.18.6\n------\n\n- Add a new timeout parameter (#286)\n\n0.18.5\n------\n\n- Documentation overhaul (#284)\n- Add a release script (closes #179) (#287)\n\n0.18.4\n------\n\n- Improve process stopping (#283)\n\n0.18.3\n------\n\n- Enhancement/276/improve execute python (#280)\n\n0.18.2\n------\n\n- Bugfix: task failed details (#281)\n- Add sets support to json_dumps (#275)\n\n0.18.1\n------\n\n- Add back get_workflow_history\n\n\n0.18.0\n------\n\n- Implement \"jumbo\" fields (#265)\n\n0.17.0\n------\n\n- Enhancement/272/implement workflow cancelation (#273)\n- Bugfix: 270: signals improvements (#271)\n- Enhancement: timer: get_event_details (#269)\n- Append \"/\" to get_step_path_prefix (#268)\n- Enhancement/misc (#266)\n- Repair reruns successful child workflows (#191)\n\n0.16.0\n------\n\n- Feature: timers (#258)\n\n0.15.7\n------\n\n- Kill worker on UnknownResourceFault's during a heartbeat (#88) (#263)\n- Sort keys by default in json_dumps (#264)\n\n0.15.6\n------\n\n- Fix step attribute propagation (#261)\n- Enhancement: get_event_details (#235)\n\n0.15.5\n------\n\n- Enhancement: distinguish raises_on_failure between tasks and groups (#255)\n- Add time constants\n- Relax activity.with_attributes timeouts types\n\n0.15.4\n------\n\n- Enhancement: add canvas option break_on_failure (#253)\n- Compute task_id from ActivityTask if has get_task_id method (#237)\n- Another case of wrong task list (#234)\n\n0.15.3\n------\n\n- make raises_on_failure=True on step activities (#249)\n- SWF: support for non-Python tasks (#219)\n- Fix get_step_path_prefix\n- Make MarkerTask's idempotents\n\n0.15.2\n------\n\n- mark when a step is scheduled before it's executed (#243)\n\n0.15.1\n------\n\n- Enhancement: better activity type reason (#238)\n- Fix workers not catching errors during dispatch() step (#246)\n- Fix canvas.Chain send_result regression (#247)\n\n0.15.0\n------\n\n- Feature: steps (#221)\n- Make activity task result optional (#225)\n- Use details in addition to name to find markers (#227)\n- Logging: add exception information (#163)\n- swf/actors: support 'Message' key (#224)\n- Implement markers (#216) (#217)\n- Add retry on swf.process.Poller.poll and fail (#208)\n\n0.14.2\n------\n\n- propagate_attribute: skip signal objects (#215)\n- Local executor: check add_activity_task (#215)\n\n0.14.1\n------\n\n- Don't send exception up if raises_on_failure is false (#213)\n- Fix UnicodeDecodeError on windows machine (#211)\n- Try to use less memory (#209)\n- Standalone mode: use created task list for children activities (#207)\n\n0.14.0\n------\n\n- Fix workers not stopping in case they start during a shutdown (#205)\n- Add support for SWF signals (#188)\n- Improvements on canvas.Group (#204)\n\n0.13.4\n------\n\n- Implement metrology on SWF and local workflows (#186)\n\n0.13.3\n------\n\n- Try..except pass for NoSuchProcess (#182)\n\n0.13.2\n------\n\n- Add optional canvas (#193)\n- Reorganize tests/ directory (#198)\n- Relax DeciderPoller task list check (#201)\n- Implement priorities on SWF tasks (#199)\n\n0.13.1\n------\n\n- Fix SWF executor not accepting ActivityTask's in submit() method (#196)\n\n0.13.0\n------\n\n- Implement child workflow (#74)\n- Don't schedule idempotent tasks multiple times (#107)\n- Child workflow ID: use parent's id to generate\n\n0.12.7\n------\n\n- Control SWF processes identity via environment (#184)\n\n0.12.6\n------\n\n- Replace `execution` object with a more flexible `get_execution_method()` (#177)\n- Fix README_SWF.rst format (#175)\n- Fix CONTRIBUTING.rst format\n- docs/conf.py: remove relative import\n\n0.12.5\n------\n\n- Executor: expose workflow execution (#172)\n\n0.12.4\n------\n\n- Avoid returning too big responses to RespondDecisionTaskCompleted endpoint (#166)\n- Worker: remove useless monitor_child (#168)\n\n0.12.3\n------\n\n- Add max_parallel option in Group (#164)\n\n0.12.2\n------\n\n- Make the dynamic dispatcher more flexible (#161)\n- Fix README.rst format (#160)\n- Tiny command-line usability fixes (#158)\n\n0.12.1\n------\n\n- Don't override passed \"default\" in json_dumps() (#155)\n- Expose activity context (#156)\n\n0.12.0\n------\n\n- Improve process management (#142)\n\n0.11.17\n-------\n\n- Don't reap children in the back of multiprocessing (#141)\n- Don't force to pass a workflow to activity workers (#133)\n- Don't override the task list if not standalone (#139)\n- Split FuncGroup submit (#146)\n- CI: Test on python 3 (#144)\n- Decider: use workflow's task list if unset (#148)\n\n0.11.16\n-------\n\n- Refactor: cleanups and many python 3 compatibility issues fixed (#135)\n- 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