{"action":"opened","issue":{"url":"https://api.github.com/repos/SunPower/Circus/issues/21","repository_url":"https://api.github.com/repos/SunPower/Circus","labels_url":"https://api.github.com/repos/SunPower/Circus/issues/21/labels{/name}","comments_url":"https://api.github.com/repos/SunPower/Circus/issues/21/comments","events_url":"https://api.github.com/repos/SunPower/Circus/issues/21/events","html_url":"https://github.com/SunPower/Circus/issues/21","id":152169216,"number":21,"title":"actually use Circus sockets","user":{"login":"mikofski","id":1385621,"avatar_url":"https://avatars.githubusercontent.com/u/1385621?v=3","gravatar_id":"","url":"https://api.github.com/users/mikofski","html_url":"https://github.com/mikofski","followers_url":"https://api.github.com/users/mikofski/followers","following_url":"https://api.github.com/users/mikofski/following{/other_user}","gists_url":"https://api.github.com/users/mikofski/gists{/gist_id}","starred_url":"https://api.github.com/users/mikofski/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mikofski/subscriptions","organizations_url":"https://api.github.com/users/mikofski/orgs","repos_url":"https://api.github.com/users/mikofski/repos","events_url":"https://api.github.com/users/mikofski/events{/privacy}","received_events_url":"https://api.github.com/users/mikofski/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/SunPower/Circus/labels/enhancement","name":"enhancement","color":"84b6eb"}],"state":"open","locked":false,"assignee":{"login":"mikofski","id":1385621,"avatar_url":"https://avatars.githubusercontent.com/u/1385621?v=3","gravatar_id":"","url":"https://api.github.com/users/mikofski","html_url":"https://github.com/mikofski","followers_url":"https://api.github.com/users/mikofski/followers","following_url":"https://api.github.com/users/mikofski/following{/other_user}","gists_url":"https://api.github.com/users/mikofski/gists{/gist_id}","starred_url":"https://api.github.com/users/mikofski/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mikofski/subscriptions","organizations_url":"https://api.github.com/users/mikofski/orgs","repos_url":"https://api.github.com/users/mikofski/repos","events_url":"https://api.github.com/users/mikofski/events{/privacy}","received_events_url":"https://api.github.com/users/mikofski/received_events","type":"User","site_admin":false},"milestone":{"url":"https://api.github.com/repos/SunPower/Circus/milestones/2","html_url":"https://github.com/SunPower/Circus/milestones/v0.3","labels_url":"https://api.github.com/repos/SunPower/Circus/milestones/2/labels","id":1733219,"number":2,"title":"v0.3","description":"improve ease of use\r\n\r\n* use marshmallow serializer to validate data sources\r\n* use standardized format for all data sources\r\n* update data readers to use standard serialized data source format\r\n* use fields, eg: `DataField(name=, description=, units=, isconstant=, dtype=, ...)`\r\n* ditto for all other types, fields have attributes\r\n* combine all layers into one python module and group models as apps instead of by layer type, eg:\r\n\r\n    PVPowerModel(Model):\r\n        data1 = DataField(name=, units=, isconstant=)\r\n        output1 = OutputField(name=, units=, size=, dtype=)\r\n        formula1 = FormulaField(expr=\"2*a+3*b\", vars=['a', 'b'], islinear=True)\r\n\r\n    PVPowerCalcs(Calc):\r\n        # could use formulas, data, outputs from PVPowerModel or from DeSotoModel\r\n\r\n    DeSotoModel(Model):\r\n        data2 = ...\r\n        out2 = ...\r\n        eq2 = ...\r\n\r\n    DeSotoCalc(Calc):\r\n        # could use data, outputs and formula from any model!\r\n\r\n* new batch processing, parameterized study, optimization, data viz, standard reporting, data scrubbing layers, etc.","creator":{"login":"mikofski","id":1385621,"avatar_url":"https://avatars.githubusercontent.com/u/1385621?v=3","gravatar_id":"","url":"https://api.github.com/users/mikofski","html_url":"https://github.com/mikofski","followers_url":"https://api.github.com/users/mikofski/followers","following_url":"https://api.github.com/users/mikofski/following{/other_user}","gists_url":"https://api.github.com/users/mikofski/gists{/gist_id}","starred_url":"https://api.github.com/users/mikofski/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mikofski/subscriptions","organizations_url":"https://api.github.com/users/mikofski/orgs","repos_url":"https://api.github.com/users/mikofski/repos","events_url":"https://api.github.com/users/mikofski/events{/privacy}","received_events_url":"https://api.github.com/users/mikofski/received_events","type":"User","site_admin":false},"open_issues":11,"closed_issues":0,"state":"open","created_at":"2016-04-27T03:20:55Z","updated_at":"2016-05-01T06:58:38Z","due_on":null,"closed_at":null},"comments":0,"created_at":"2016-05-01T06:58:38Z","updated_at":"2016-05-01T06:58:38Z","closed_at":null,"body":"* use circus to manage sockets to simulations\r\n* if not circus then any of the cluster options: pyro\r\n* Pyro - http://pythonhosted.org/Pyro4/\r\n* wiki - https://wiki.python.org/moin/ParallelProcessing#Cluster_Computing\r\n* celery, tornado, circus, etc.\r\n* or an SMP based option like Python's multithreading library in near term"}}